warning: commands will be executed using /bin/sh
job 2577 at Sat Mar 29 19:50:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140327/YutaMouse20-140327/YutaMouse20-140327
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2345756 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 781918 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 41119 members 
Mstep: Class 3 contains 41093 members 
Mstep: Class 4 contains 40915 members 
Mstep: Class 5 contains 40936 members 
Mstep: Class 6 contains 41131 members 
Mstep: Class 7 contains 41040 members 
Mstep: Class 8 contains 41223 members 
Mstep: Class 9 contains 40853 members 
Mstep: Class 10 contains 41249 members 
Mstep: Class 11 contains 41321 members 
Mstep: Class 12 contains 40896 members 
Mstep: Class 13 contains 41120 members 
Mstep: Class 14 contains 41454 members 
Mstep: Class 15 contains 41147 members 
Mstep: Class 16 contains 41299 members 
Mstep: Class 17 contains 41258 members 
Mstep: Class 18 contains 41081 members 
Mstep: Class 19 contains 41124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 991.832581 but Gain 3365.238281
Score: -94813800.000000 Penalty: 60574.269531
Iteration 0F: 19 clusters Score -9.48138e+07 nChanged 737293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2503 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 47646 members 
Mstep: Class 3 contains 87966 members 
Mstep: Class 4 contains 50909 members 
Mstep: Class 5 contains 15501 members 
Mstep: Class 6 contains 14699 members 
Mstep: Class 7 contains 58778 members 
Mstep: Class 9 contains 64665 members 
Mstep: Class 10 contains 26458 members 
Mstep: Class 11 contains 52298 members 
Mstep: Class 12 contains 45587 members 
Mstep: Class 13 contains 59984 members 
Mstep: Class 14 contains 26081 members 
Mstep: Class 15 contains 31899 members 
Mstep: Class 16 contains 16866 members 
Mstep: Class 17 contains 65195 members 
Mstep: Class 18 contains 44799 members 
Mstep: Class 19 contains 40066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97022640.000000 Penalty: 60574.269531
Iteration 1F: 19 clusters Score -9.702264e+07 nChanged 255737
Entering Unmasked Mstep 
Mstep: Class 0 contains 2480 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 33560 members 
Mstep: Class 3 contains 118660 members 
Mstep: Class 4 contains 41062 members 
Mstep: Class 5 contains 10221 members 
Mstep: Class 6 contains 8519 members 
Mstep: Class 7 contains 71243 members 
Mstep: Class 9 contains 51167 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 57636 members 
Mstep: Class 12 contains 47573 members 
Mstep: Class 13 contains 62958 members 
Mstep: Class 14 contains 22802 members 
Mstep: Class 15 contains 33814 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 88894 members 
Mstep: Class 18 contains 45773 members 
Mstep: Class 19 contains 28865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97338792.000000 Penalty: 60574.269531
Iteration 2F: 19 clusters Score -9.733879e+07 nChanged 170578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2445 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 22231 members 
Mstep: Class 3 contains 147972 members 
Mstep: Class 4 contains 32266 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 81770 members 
Mstep: Class 9 contains 42122 members 
Mstep: Class 10 contains 10765 members 
Mstep: Class 11 contains 61551 members 
Mstep: Class 12 contains 44328 members 
Mstep: Class 13 contains 74915 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 30581 members 
Mstep: Class 16 contains 12909 members 
Mstep: Class 17 contains 106114 members 
Mstep: Class 18 contains 44549 members 
Mstep: Class 19 contains 21451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97500448.000000 Penalty: 60574.269531
Iteration 3F: 19 clusters Score -9.750045e+07 nChanged 135069
Entering Unmasked Mstep 
Mstep: Class 0 contains 2285 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 3 contains 181981 members 
Mstep: Class 4 contains 24965 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 87680 members 
Mstep: Class 9 contains 35772 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 62946 members 
Mstep: Class 12 contains 37493 members 
Mstep: Class 13 contains 87941 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 24735 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 119270 members 
Mstep: Class 18 contains 41338 members 
Mstep: Class 19 contains 16161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97646928.000000 Penalty: 60574.269531
Iteration 4F: 19 clusters Score -9.764693e+07 nChanged 119923
Entering Unmasked Mstep 
Mstep: Class 0 contains 2111 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 220765 members 
Mstep: Class 4 contains 17814 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 791 members 
Mstep: Class 7 contains 89417 members 
Mstep: Class 9 contains 29614 members 
Mstep: Class 10 contains 4314 members 
Mstep: Class 11 contains 63079 members 
Mstep: Class 12 contains 28481 members 
Mstep: Class 13 contains 95796 members 
Mstep: Class 14 contains 8657 members 
Mstep: Class 15 contains 18382 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 128452 members 
Mstep: Class 18 contains 36364 members 
Mstep: Class 19 contains 12841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97736240.000000 Penalty: 60574.269531
Iteration 5F: 19 clusters Score -9.773624e+07 nChanged 107866
Entering Unmasked Mstep 
Mstep: Class 0 contains 2027 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 248803 members 
Mstep: Class 4 contains 12021 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 89694 members 
Mstep: Class 9 contains 24375 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 64588 members 
Mstep: Class 12 contains 20141 members 
Mstep: Class 13 contains 100187 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 13380 members 
Mstep: Class 16 contains 8247 members 
Mstep: Class 17 contains 136548 members 
Mstep: Class 18 contains 31160 members 
Mstep: Class 19 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1808.792603 but Gain 3365.238281
Score: -97832488.000000 Penalty: 57209.031250
Iteration 6F: 18 clusters Score -9.783249e+07 nChanged 93762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1218 members 
Mstep: Class 2 contains 2039 members 
Mstep: Class 3 contains 258613 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 90514 members 
Mstep: Class 9 contains 19909 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 68485 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 102989 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 10106 members 
Mstep: Class 16 contains 8127 members 
Mstep: Class 17 contains 148089 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1354.292725 but Gain 3365.238281
Score: -98032104.000000 Penalty: 53843.792969
Iteration 7F: 17 clusters Score -9.80321e+07 nChanged 81287
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 3 contains 255520 members 
Mstep: Class 4 contains 5345 members 
Mstep: Class 5 contains 4533 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 92423 members 
Mstep: Class 9 contains 15804 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 72097 members 
Mstep: Class 12 contains 9710 members 
Mstep: Class 13 contains 104648 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 163376 members 
Mstep: Class 18 contains 23832 members 
Mstep: Class 19 contains 9725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1625.418335 but Gain 3365.234375
Score: -98099448.000000 Penalty: 50478.558594
Iteration 8F: 16 clusters Score -9.809945e+07 nChanged 69691
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 3 contains 243162 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 95878 members 
Mstep: Class 9 contains 12191 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 74675 members 
Mstep: Class 12 contains 7154 members 
Mstep: Class 13 contains 105178 members 
Mstep: Class 15 contains 7568 members 
Mstep: Class 16 contains 7960 members 
Mstep: Class 17 contains 181914 members 
Mstep: Class 18 contains 21573 members 
Mstep: Class 19 contains 9348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2704.384277 but Gain 3365.238281
Score: -98140320.000000 Penalty: 47113.320312
Iteration 9F: 15 clusters Score -9.814032e+07 nChanged 62913
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 3 contains 222135 members 
Mstep: Class 5 contains 5995 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 100428 members 
Mstep: Class 9 contains 9152 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 76308 members 
Mstep: Class 12 contains 5762 members 
Mstep: Class 13 contains 105560 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 205283 members 
Mstep: Class 18 contains 20311 members 
Mstep: Class 19 contains 9294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98169872.000000 Penalty: 47113.320312
Iteration 10F: 15 clusters Score -9.816987e+07 nChanged 53426
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 198268 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 104683 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 77385 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 105016 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 226899 members 
Mstep: Class 18 contains 19736 members 
Mstep: Class 19 contains 9432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98183128.000000 Penalty: 47113.320312
Iteration 11F: 15 clusters Score -9.818313e+07 nChanged 43907
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 179257 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 108993 members 
Mstep: Class 9 contains 5154 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 78561 members 
Mstep: Class 12 contains 4780 members 
Mstep: Class 13 contains 104224 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 6197 members 
Mstep: Class 17 contains 241703 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98189720.000000 Penalty: 47113.320312
Iteration 12F: 15 clusters Score -9.818972e+07 nChanged 35067
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 168167 members 
Mstep: Class 5 contains 7768 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 112903 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 79853 members 
Mstep: Class 12 contains 4748 members 
Mstep: Class 13 contains 103146 members 
Mstep: Class 15 contains 11369 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 248044 members 
Mstep: Class 18 contains 19950 members 
Mstep: Class 19 contains 9838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3296.223389 but Gain 3365.238281
Score: -98194944.000000 Penalty: 43748.082031
Iteration 13Q: 14 clusters Score -9.819494e+07 nChanged 33427
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 164638 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 116281 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 4884 members 
Mstep: Class 13 contains 102853 members 
Mstep: Class 15 contains 12633 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 249067 members 
Mstep: Class 18 contains 20094 members 
Mstep: Class 19 contains 10042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98205472.000000 Penalty: 43748.082031
Iteration 14Q: 14 clusters Score -9.820547e+07 nChanged 26509
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 163936 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 119443 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 82716 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 13 contains 101101 members 
Mstep: Class 15 contains 13810 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 244971 members 
Mstep: Class 18 contains 20100 members 
Mstep: Class 19 contains 10253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98210848.000000 Penalty: 43748.082031
Iteration 15Q: 14 clusters Score -9.821085e+07 nChanged 23691
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 165818 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 122721 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 84188 members 
Mstep: Class 12 contains 5332 members 
Mstep: Class 13 contains 99412 members 
Mstep: Class 15 contains 14890 members 
Mstep: Class 16 contains 5412 members 
Mstep: Class 17 contains 238324 members 
Mstep: Class 18 contains 20095 members 
Mstep: Class 19 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98216176.000000 Penalty: 43748.082031
Iteration 16Q: 14 clusters Score -9.821618e+07 nChanged 20795
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 169286 members 
Mstep: Class 5 contains 9042 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 125889 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 85484 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 97796 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 230415 members 
Mstep: Class 18 contains 20125 members 
Mstep: Class 19 contains 10505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98223520.000000 Penalty: 43748.082031
Iteration 17Q: 14 clusters Score -9.822352e+07 nChanged 19023
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 173551 members 
Mstep: Class 5 contains 9168 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 129123 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 86584 members 
Mstep: Class 12 contains 5932 members 
Mstep: Class 13 contains 96269 members 
Mstep: Class 15 contains 16628 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 221917 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 10570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98229144.000000 Penalty: 43748.082031
Iteration 18Q: 14 clusters Score -9.822914e+07 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 177607 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 132592 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 87507 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 94867 members 
Mstep: Class 15 contains 17315 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 213505 members 
Mstep: Class 18 contains 20194 members 
Mstep: Class 19 contains 10628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98234760.000000 Penalty: 43748.082031
Iteration 19Q: 14 clusters Score -9.823476e+07 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 181389 members 
Mstep: Class 5 contains 9287 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 7 contains 136173 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 88262 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 93404 members 
Mstep: Class 15 contains 17946 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 205596 members 
Mstep: Class 18 contains 20259 members 
Mstep: Class 19 contains 10651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98240000.000000 Penalty: 43748.082031
Iteration 20F: 14 clusters Score -9.824e+07 nChanged 15685
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 3 contains 184780 members 
Mstep: Class 5 contains 9304 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 139751 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 88799 members 
Mstep: Class 12 contains 6982 members 
Mstep: Class 13 contains 91944 members 
Mstep: Class 15 contains 18518 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 17 contains 198389 members 
Mstep: Class 18 contains 20324 members 
Mstep: Class 19 contains 10696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98243904.000000 Penalty: 43748.082031
Iteration 21Q: 14 clusters Score -9.82439e+07 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 187581 members 
Mstep: Class 5 contains 9304 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 143331 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 89179 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 90544 members 
Mstep: Class 15 contains 19048 members 
Mstep: Class 16 contains 6021 members 
Mstep: Class 17 contains 192012 members 
Mstep: Class 18 contains 20342 members 
Mstep: Class 19 contains 10751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98247848.000000 Penalty: 43748.082031
Iteration 22Q: 14 clusters Score -9.824785e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 189821 members 
Mstep: Class 5 contains 9282 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 146860 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 89392 members 
Mstep: Class 12 contains 7579 members 
Mstep: Class 13 contains 89283 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 6090 members 
Mstep: Class 17 contains 186492 members 
Mstep: Class 18 contains 20321 members 
Mstep: Class 19 contains 10784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98251888.000000 Penalty: 43748.082031
Iteration 23Q: 14 clusters Score -9.825189e+07 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 191613 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 150330 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 89399 members 
Mstep: Class 12 contains 7831 members 
Mstep: Class 13 contains 88104 members 
Mstep: Class 15 contains 19922 members 
Mstep: Class 16 contains 6147 members 
Mstep: Class 17 contains 181765 members 
Mstep: Class 18 contains 20213 members 
Mstep: Class 19 contains 10828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98254824.000000 Penalty: 43748.082031
Iteration 24Q: 14 clusters Score -9.825482e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 192887 members 
Mstep: Class 5 contains 9221 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 153680 members 
Mstep: Class 10 contains 3803 members 
Mstep: Class 11 contains 89268 members 
Mstep: Class 12 contains 8059 members 
Mstep: Class 13 contains 86972 members 
Mstep: Class 15 contains 20248 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 177868 members 
Mstep: Class 18 contains 20124 members 
Mstep: Class 19 contains 10874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98257240.000000 Penalty: 43748.082031
Iteration 25Q: 14 clusters Score -9.825724e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 193564 members 
Mstep: Class 5 contains 9189 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 156860 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 89060 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 85879 members 
Mstep: Class 15 contains 20512 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 174801 members 
Mstep: Class 18 contains 20004 members 
Mstep: Class 19 contains 10917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98260088.000000 Penalty: 43748.082031
Iteration 26Q: 14 clusters Score -9.826009e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 193871 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 159855 members 
Mstep: Class 10 contains 3799 members 
Mstep: Class 11 contains 88771 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 84831 members 
Mstep: Class 15 contains 20753 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 172334 members 
Mstep: Class 18 contains 19878 members 
Mstep: Class 19 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98262016.000000 Penalty: 43748.082031
Iteration 27Q: 14 clusters Score -9.826202e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 193915 members 
Mstep: Class 5 contains 9135 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 162598 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 88489 members 
Mstep: Class 12 contains 8651 members 
Mstep: Class 13 contains 83883 members 
Mstep: Class 15 contains 20987 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 170130 members 
Mstep: Class 18 contains 19764 members 
Mstep: Class 19 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98264288.000000 Penalty: 43748.082031
Iteration 28Q: 14 clusters Score -9.826429e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 193539 members 
Mstep: Class 5 contains 9104 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 165355 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 88210 members 
Mstep: Class 12 contains 8804 members 
Mstep: Class 13 contains 83016 members 
Mstep: Class 15 contains 21186 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 168245 members 
Mstep: Class 18 contains 19668 members 
Mstep: Class 19 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98266480.000000 Penalty: 43748.082031
Iteration 29Q: 14 clusters Score -9.826648e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 192912 members 
Mstep: Class 5 contains 9076 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 168200 members 
Mstep: Class 10 contains 3799 members 
Mstep: Class 11 contains 87950 members 
Mstep: Class 12 contains 8938 members 
Mstep: Class 13 contains 82158 members 
Mstep: Class 15 contains 21393 members 
Mstep: Class 16 contains 7675 members 
Mstep: Class 17 contains 166538 members 
Mstep: Class 18 contains 19575 members 
Mstep: Class 19 contains 10987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98268136.000000 Penalty: 43748.082031
Iteration 30Q: 14 clusters Score -9.826814e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 192139 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 171059 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 87698 members 
Mstep: Class 12 contains 9037 members 
Mstep: Class 13 contains 81421 members 
Mstep: Class 15 contains 21560 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 164961 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 19 contains 10969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269464.000000 Penalty: 43748.082031
Iteration 31Q: 14 clusters Score -9.826946e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 191126 members 
Mstep: Class 5 contains 9000 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 173841 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 87397 members 
Mstep: Class 12 contains 9142 members 
Mstep: Class 13 contains 80749 members 
Mstep: Class 15 contains 21695 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 163673 members 
Mstep: Class 18 contains 19457 members 
Mstep: Class 19 contains 10977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270128.000000 Penalty: 43748.082031
Iteration 32Q: 14 clusters Score -9.827013e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 189962 members 
Mstep: Class 5 contains 8956 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 176506 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 87120 members 
Mstep: Class 12 contains 9279 members 
Mstep: Class 13 contains 80141 members 
Mstep: Class 15 contains 21786 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 162628 members 
Mstep: Class 18 contains 19418 members 
Mstep: Class 19 contains 10985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271640.000000 Penalty: 43748.082031
Iteration 33Q: 14 clusters Score -9.827164e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 188804 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 178859 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 86906 members 
Mstep: Class 12 contains 9428 members 
Mstep: Class 13 contains 79595 members 
Mstep: Class 15 contains 21859 members 
Mstep: Class 16 contains 8870 members 
Mstep: Class 17 contains 161792 members 
Mstep: Class 18 contains 19384 members 
Mstep: Class 19 contains 10995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272288.000000 Penalty: 43748.082031
Iteration 34Q: 14 clusters Score -9.827229e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 187783 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 180561 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 86794 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 79075 members 
Mstep: Class 15 contains 21934 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 161309 members 
Mstep: Class 18 contains 19356 members 
Mstep: Class 19 contains 11030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272544.000000 Penalty: 43748.082031
Iteration 35Q: 14 clusters Score -9.827254e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 186993 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 181673 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 86679 members 
Mstep: Class 12 contains 9661 members 
Mstep: Class 13 contains 78622 members 
Mstep: Class 15 contains 22054 members 
Mstep: Class 16 contains 9322 members 
Mstep: Class 17 contains 161146 members 
Mstep: Class 18 contains 19346 members 
Mstep: Class 19 contains 11048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272416.000000 Penalty: 43748.082031
Iteration 36Q: 14 clusters Score -9.827242e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 186421 members 
Mstep: Class 5 contains 8816 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 181887 members 
Mstep: Class 10 contains 3789 members 
Mstep: Class 11 contains 86687 members 
Mstep: Class 12 contains 9783 members 
Mstep: Class 13 contains 78250 members 
Mstep: Class 15 contains 22205 members 
Mstep: Class 16 contains 9546 members 
Mstep: Class 17 contains 161385 members 
Mstep: Class 18 contains 19360 members 
Mstep: Class 19 contains 11062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272760.000000 Penalty: 43748.082031
Iteration 37Q: 14 clusters Score -9.827276e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 186263 members 
Mstep: Class 5 contains 8782 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 181405 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 86646 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 77927 members 
Mstep: Class 15 contains 22317 members 
Mstep: Class 16 contains 9771 members 
Mstep: Class 17 contains 161910 members 
Mstep: Class 18 contains 19383 members 
Mstep: Class 19 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272776.000000 Penalty: 43748.082031
Iteration 38Q: 14 clusters Score -9.827278e+07 nChanged 6745
Entering ConstructFrom: 
Score: -98272776.000000 Penalty: 43748.082031
Entering ConstructFrom: 
Trying to split cluster 3 (186314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186314 members 
Entering Unmasked Estep 
Score: -23854844.000000 Penalty: 3009.526855
	Iteration 0F: 2 clusters Score -2.385484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -23732656.000000 Penalty: 6019.053711
	Iteration 0F: 3 clusters Score -2.373266e+07 nChanged 89339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -23784582.000000 Penalty: 6019.053711
	Iteration 1F: 3 clusters Score -2.378458e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -23785232.000000 Penalty: 6019.053711
	Iteration 2Q: 3 clusters Score -2.378523e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -23785744.000000 Penalty: 6019.053711
	Iteration 3Q: 3 clusters Score -2.378574e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -23786458.000000 Penalty: 6019.053711
	Iteration 4Q: 3 clusters Score -2.378646e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -23787058.000000 Penalty: 6019.053711
	Iteration 5Q: 3 clusters Score -2.378706e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -23788024.000000 Penalty: 6019.053711
	Iteration 6Q: 3 clusters Score -2.378802e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -23789234.000000 Penalty: 6019.053711
	Iteration 7Q: 3 clusters Score -2.378923e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -23791022.000000 Penalty: 6019.053711
	Iteration 8Q: 3 clusters Score -2.379102e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 113427 members 
Entering Unmasked Estep 
Score: -23793906.000000 Penalty: 6019.053711
	Iteration 9Q: 3 clusters Score -2.379391e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -23799418.000000 Penalty: 6019.053711
	Iteration 10F: 3 clusters Score -2.379942e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 135499 members 
Entering Unmasked Estep 
Score: -23808450.000000 Penalty: 6019.053711
	Iteration 11F: 3 clusters Score -2.380845e+07 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 150453 members 
Entering Unmasked Estep 
Score: -23821536.000000 Penalty: 6019.053711
	Iteration 12F: 3 clusters Score -2.382154e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -23834508.000000 Penalty: 6019.053711
	Iteration 13F: 3 clusters Score -2.383451e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 174998 members 
Entering Unmasked Estep 
Score: -23843634.000000 Penalty: 6019.053711
	Iteration 14F: 3 clusters Score -2.384363e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -23848562.000000 Penalty: 6019.053711
	Iteration 15Q: 3 clusters Score -2.384856e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 183854 members 
Entering Unmasked Estep 
Score: -23850562.000000 Penalty: 6019.053711
	Iteration 16Q: 3 clusters Score -2.385056e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 185067 members 
Entering Unmasked Estep 
Score: -23851460.000000 Penalty: 6019.053711
	Iteration 17Q: 3 clusters Score -2.385146e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -23851866.000000 Penalty: 6019.053711
	Iteration 18Q: 3 clusters Score -2.385187e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 185695 members 
Entering Unmasked Estep 
Score: -23851996.000000 Penalty: 6019.053711
	Iteration 19Q: 3 clusters Score -2.3852e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 185794 members 
Entering Unmasked Estep 
Score: -23852090.000000 Penalty: 6019.053711
	Iteration 20F: 3 clusters Score -2.385209e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 185843 members 
Entering Unmasked Estep 
Score: -23852136.000000 Penalty: 6019.053711
	Iteration 21Q: 3 clusters Score -2.385214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 185875 members 
Entering Unmasked Estep 
Score: -23852164.000000 Penalty: 6019.053711
	Iteration 22Q: 3 clusters Score -2.385216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 185889 members 
Entering Unmasked Estep 
Score: -23852246.000000 Penalty: 6019.053711
	Iteration 23Q: 3 clusters Score -2.385225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 185897 members 
Entering Unmasked Estep 
Score: -23852262.000000 Penalty: 6019.053711
	Iteration 24Q: 3 clusters Score -2.385226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 185899 members 
Entering Unmasked Estep 
Score: -23852262.000000 Penalty: 6019.053711
	Iteration 25Q: 3 clusters Score -2.385226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 185904 members 
Entering Unmasked Estep 
Score: -23852280.000000 Penalty: 6019.053711
	Iteration 26Q: 3 clusters Score -2.385228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 185914 members 
Entering Unmasked Estep 
Score: -23852278.000000 Penalty: 6019.053711
	Iteration 27Q: 3 clusters Score -2.385228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 185917 members 
Entering Unmasked Estep 
Score: -23852274.000000 Penalty: 6019.053711
	Iteration 28Q: 3 clusters Score -2.385227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 185919 members 
Entering Unmasked Estep 
Score: -23852278.000000 Penalty: 6019.053711
	Iteration 29Q: 3 clusters Score -2.385228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 185923 members 
Entering Unmasked Estep 
Score: -23852274.000000 Penalty: 6019.053711
	Iteration 30Q: 3 clusters Score -2.385227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -23852278.000000 Penalty: 6019.053711
	Iteration 31Q: 3 clusters Score -2.385228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 185926 members 
Entering Unmasked Estep 
Score: -23852278.000000 Penalty: 6019.053711
	Iteration 32Q: 3 clusters Score -2.385228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -23852276.000000 Penalty: 6019.053711
	Iteration 33Q: 3 clusters Score -2.385228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 185933 members 
Entering Unmasked Estep 
Score: -23852280.000000 Penalty: 6019.053711
	Iteration 34Q: 3 clusters Score -2.385228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 185935 members 
Entering Unmasked Estep 
Score: -23852292.000000 Penalty: 6019.053711
	Iteration 35Q: 3 clusters Score -2.385229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 185937 members 
Entering Unmasked Estep 
Score: -23852282.000000 Penalty: 6019.053711
	Iteration 36Q: 3 clusters Score -2.385228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 185938 members 
Entering Unmasked Estep 
Score: -23852308.000000 Penalty: 6019.053711
	Iteration 37Q: 3 clusters Score -2.385231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 185938 members 
Entering Unmasked Estep 
Score: -23852308.000000 Penalty: 6019.053711
	Iteration 38F: 3 clusters Score -2.385231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Entering Unmasked Estep 
Score: -1075621.125000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1075621 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 4381 members 
Entering Unmasked Estep 
Score: -1068765.625000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1068766 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1070700.250000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1070700 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1071086.875000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1071087 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1071508.750000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1071509 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1071975.250000 Penalty: 4502.210938
	Iteration 4F: 3 clusters Score -1071975 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1072460.500000 Penalty: 4502.210938
	Iteration 5F: 3 clusters Score -1072460 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1072942.250000 Penalty: 4502.210938
	Iteration 6F: 3 clusters Score -1072942 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1073353.625000 Penalty: 4502.210938
	Iteration 7F: 3 clusters Score -1073354 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1073684.500000 Penalty: 4502.210938
	Iteration 8F: 3 clusters Score -1073684 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1073911.500000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1073912 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1074060.000000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1074060 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1074193.000000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1074193 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1074291.625000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1074292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1074354.625000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1074355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1074402.250000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1074402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1074432.750000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1074433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1074467.375000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1074467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1074519.000000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1074519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1074559.500000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1074560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1074595.875000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1074596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1074616.875000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1074617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1074625.750000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1074626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1074634.750000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1074635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1074636.000000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1074636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1074643.000000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1074643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1074650.250000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1074650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1074655.125000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1074655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1074657.250000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1074657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1074657.125000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1074657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1074659.125000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1074659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1074658.750000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1074659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1074658.750000 Penalty: 4502.210938
	Iteration 31F: 3 clusters Score -1074659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -272066.156250 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -272066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269299.031250 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -269299 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271656.250000 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -271656.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -273359.656250 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -273359.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -275373.187500 Penalty: 3916.136230
	Iteration 3F: 3 clusters Score -275373.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -276480.406250 Penalty: 3916.136230
	Iteration 4F: 3 clusters Score -276480.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -276788.968750 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -276789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -277073.437500 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -277073.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -277250.281250 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -277250.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -277292.625000 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -277292.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -277337.937500 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -277337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -277391.562500 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -277391.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -277505.875000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -277505.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -277665.750000 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -277665.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -277683.406250 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -277683.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -277691.531250 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -277691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -277691.750000 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -277691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -277691.750000 Penalty: 3916.136230
	Iteration 16F: 3 clusters Score -277691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 3 contains 186314 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 180381 members 
Mstep: Class 10 contains 3786 members 
Mstep: Class 11 contains 86627 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 77677 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 162694 members 
Mstep: Class 18 contains 19417 members 
Mstep: Class 19 contains 11074 members 
Entering Unmasked Estep 
Score: -98277152.000000 Penalty: 47113.320312
Splitting cluster 6 changes total score from -98272776.000000 to -98277152.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (180381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Entering Unmasked Estep 
Score: -23027492.000000 Penalty: 3001.500977
	Iteration 0F: 2 clusters Score -2.302749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -22910650.000000 Penalty: 6003.001953
	Iteration 0F: 3 clusters Score -2.291065e+07 nChanged 86386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92343 members 
Mstep: Class 2 contains 88038 members 
Entering Unmasked Estep 
Score: -22960992.000000 Penalty: 6003.001953
	Iteration 1F: 3 clusters Score -2.296099e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -22962276.000000 Penalty: 6003.001953
	Iteration 2Q: 3 clusters Score -2.296228e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94655 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -22963722.000000 Penalty: 6003.001953
	Iteration 3Q: 3 clusters Score -2.296372e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -22965994.000000 Penalty: 6003.001953
	Iteration 4Q: 3 clusters Score -2.296599e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -22969348.000000 Penalty: 6003.001953
	Iteration 5Q: 3 clusters Score -2.296935e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -22974542.000000 Penalty: 6003.001953
	Iteration 6Q: 3 clusters Score -2.297454e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -22981636.000000 Penalty: 6003.001953
	Iteration 7F: 3 clusters Score -2.298164e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -22990558.000000 Penalty: 6003.001953
	Iteration 8F: 3 clusters Score -2.299056e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -22997820.000000 Penalty: 6003.001953
	Iteration 9F: 3 clusters Score -2.299782e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -23001760.000000 Penalty: 6003.001953
	Iteration 10Q: 3 clusters Score -2.300176e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119101 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -23003350.000000 Penalty: 6003.001953
	Iteration 11Q: 3 clusters Score -2.300335e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121219 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -23004142.000000 Penalty: 6003.001953
	Iteration 12Q: 3 clusters Score -2.300414e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123341 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -23004804.000000 Penalty: 6003.001953
	Iteration 13Q: 3 clusters Score -2.30048e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -23005528.000000 Penalty: 6003.001953
	Iteration 14Q: 3 clusters Score -2.300553e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127736 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -23006030.000000 Penalty: 6003.001953
	Iteration 15Q: 3 clusters Score -2.300603e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -23006648.000000 Penalty: 6003.001953
	Iteration 16Q: 3 clusters Score -2.300665e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132565 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -23007480.000000 Penalty: 6003.001953
	Iteration 17Q: 3 clusters Score -2.300748e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -23008526.000000 Penalty: 6003.001953
	Iteration 18Q: 3 clusters Score -2.300853e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -23009784.000000 Penalty: 6003.001953
	Iteration 19Q: 3 clusters Score -2.300978e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140558 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -23011094.000000 Penalty: 6003.001953
	Iteration 20F: 3 clusters Score -2.301109e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -23012484.000000 Penalty: 6003.001953
	Iteration 21Q: 3 clusters Score -2.301248e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -23014002.000000 Penalty: 6003.001953
	Iteration 22Q: 3 clusters Score -2.3014e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148718 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -23015404.000000 Penalty: 6003.001953
	Iteration 23Q: 3 clusters Score -2.30154e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -23017040.000000 Penalty: 6003.001953
	Iteration 24Q: 3 clusters Score -2.301704e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -23018768.000000 Penalty: 6003.001953
	Iteration 25Q: 3 clusters Score -2.301877e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -23020256.000000 Penalty: 6003.001953
	Iteration 26Q: 3 clusters Score -2.302026e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -23021562.000000 Penalty: 6003.001953
	Iteration 27Q: 3 clusters Score -2.302156e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -23022742.000000 Penalty: 6003.001953
	Iteration 28Q: 3 clusters Score -2.302274e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160217 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -23023688.000000 Penalty: 6003.001953
	Iteration 29Q: 3 clusters Score -2.302369e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161424 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -23024412.000000 Penalty: 6003.001953
	Iteration 30Q: 3 clusters Score -2.302441e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162501 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -23024874.000000 Penalty: 6003.001953
	Iteration 31Q: 3 clusters Score -2.302487e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -23025212.000000 Penalty: 6003.001953
	Iteration 32Q: 3 clusters Score -2.302521e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -23025378.000000 Penalty: 6003.001953
	Iteration 33Q: 3 clusters Score -2.302538e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -23025604.000000 Penalty: 6003.001953
	Iteration 34Q: 3 clusters Score -2.30256e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -23025708.000000 Penalty: 6003.001953
	Iteration 35Q: 3 clusters Score -2.302571e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -23025792.000000 Penalty: 6003.001953
	Iteration 36Q: 3 clusters Score -2.302579e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167876 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -23025952.000000 Penalty: 6003.001953
	Iteration 37Q: 3 clusters Score -2.302595e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -23026074.000000 Penalty: 6003.001953
	Iteration 38Q: 3 clusters Score -2.302607e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169298 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -23026170.000000 Penalty: 6003.001953
	Iteration 39Q: 3 clusters Score -2.302617e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -23026454.000000 Penalty: 6003.001953
	Iteration 40F: 3 clusters Score -2.302645e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -23026548.000000 Penalty: 6003.001953
	Iteration 41Q: 3 clusters Score -2.302655e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -23026640.000000 Penalty: 6003.001953
	Iteration 42Q: 3 clusters Score -2.302664e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -23026754.000000 Penalty: 6003.001953
	Iteration 43Q: 3 clusters Score -2.302675e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -23026874.000000 Penalty: 6003.001953
	Iteration 44Q: 3 clusters Score -2.302687e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -23026874.000000 Penalty: 6003.001953
	Iteration 45Q: 3 clusters Score -2.302687e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 46Q: 3 clusters Score -2.302695e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173164 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -23026994.000000 Penalty: 6003.001953
	Iteration 47Q: 3 clusters Score -2.302699e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -23027010.000000 Penalty: 6003.001953
	Iteration 48Q: 3 clusters Score -2.302701e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -23027006.000000 Penalty: 6003.001953
	Iteration 49Q: 3 clusters Score -2.302701e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173988 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -23026992.000000 Penalty: 6003.001953
	Iteration 50Q: 3 clusters Score -2.302699e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174190 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -23027002.000000 Penalty: 6003.001953
	Iteration 51Q: 3 clusters Score -2.3027e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -23026988.000000 Penalty: 6003.001953
	Iteration 52Q: 3 clusters Score -2.302699e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -23026984.000000 Penalty: 6003.001953
	Iteration 53Q: 3 clusters Score -2.302698e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -23027010.000000 Penalty: 6003.001953
	Iteration 54Q: 3 clusters Score -2.302701e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174732 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -23027056.000000 Penalty: 6003.001953
	Iteration 55Q: 3 clusters Score -2.302706e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174818 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -23027036.000000 Penalty: 6003.001953
	Iteration 56Q: 3 clusters Score -2.302704e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174901 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -23027018.000000 Penalty: 6003.001953
	Iteration 57Q: 3 clusters Score -2.302702e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -23027030.000000 Penalty: 6003.001953
	Iteration 58Q: 3 clusters Score -2.302703e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -23027016.000000 Penalty: 6003.001953
	Iteration 59Q: 3 clusters Score -2.302702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175108 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -23027012.000000 Penalty: 6003.001953
	Iteration 60F: 3 clusters Score -2.302701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -23027026.000000 Penalty: 6003.001953
	Iteration 61Q: 3 clusters Score -2.302703e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175208 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -23027026.000000 Penalty: 6003.001953
	Iteration 62Q: 3 clusters Score -2.302703e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -23027012.000000 Penalty: 6003.001953
	Iteration 63Q: 3 clusters Score -2.302701e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -23027010.000000 Penalty: 6003.001953
	Iteration 64Q: 3 clusters Score -2.302701e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -23026994.000000 Penalty: 6003.001953
	Iteration 65Q: 3 clusters Score -2.302699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175348 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -23026996.000000 Penalty: 6003.001953
	Iteration 66Q: 3 clusters Score -2.3027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175381 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -23027006.000000 Penalty: 6003.001953
	Iteration 67Q: 3 clusters Score -2.302701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175408 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -23027008.000000 Penalty: 6003.001953
	Iteration 68Q: 3 clusters Score -2.302701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -23027010.000000 Penalty: 6003.001953
	Iteration 69Q: 3 clusters Score -2.302701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -23027018.000000 Penalty: 6003.001953
	Iteration 70Q: 3 clusters Score -2.302702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -23027014.000000 Penalty: 6003.001953
	Iteration 71Q: 3 clusters Score -2.302701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -23027002.000000 Penalty: 6003.001953
	Iteration 72Q: 3 clusters Score -2.3027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175520 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -23026994.000000 Penalty: 6003.001953
	Iteration 73Q: 3 clusters Score -2.302699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175534 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -23026974.000000 Penalty: 6003.001953
	Iteration 74Q: 3 clusters Score -2.302697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -23026960.000000 Penalty: 6003.001953
	Iteration 75Q: 3 clusters Score -2.302696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 76Q: 3 clusters Score -2.302695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175598 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -23026956.000000 Penalty: 6003.001953
	Iteration 77Q: 3 clusters Score -2.302696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175615 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -23026958.000000 Penalty: 6003.001953
	Iteration 78Q: 3 clusters Score -2.302696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175632 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -23026954.000000 Penalty: 6003.001953
	Iteration 79Q: 3 clusters Score -2.302695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -23026946.000000 Penalty: 6003.001953
	Iteration 80F: 3 clusters Score -2.302695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -23026962.000000 Penalty: 6003.001953
	Iteration 81Q: 3 clusters Score -2.302696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -23026962.000000 Penalty: 6003.001953
	Iteration 82Q: 3 clusters Score -2.302696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -23026952.000000 Penalty: 6003.001953
	Iteration 83Q: 3 clusters Score -2.302695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 84Q: 3 clusters Score -2.302695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -23026956.000000 Penalty: 6003.001953
	Iteration 85Q: 3 clusters Score -2.302696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175739 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 86Q: 3 clusters Score -2.302695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175745 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -23026970.000000 Penalty: 6003.001953
	Iteration 87Q: 3 clusters Score -2.302697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175754 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -23026954.000000 Penalty: 6003.001953
	Iteration 88Q: 3 clusters Score -2.302695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -23026928.000000 Penalty: 6003.001953
	Iteration 89Q: 3 clusters Score -2.302693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175768 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -23026926.000000 Penalty: 6003.001953
	Iteration 90Q: 3 clusters Score -2.302693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175776 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 91Q: 3 clusters Score -2.302695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -23026924.000000 Penalty: 6003.001953
	Iteration 92Q: 3 clusters Score -2.302692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -23026916.000000 Penalty: 6003.001953
	Iteration 93Q: 3 clusters Score -2.302692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -23026936.000000 Penalty: 6003.001953
	Iteration 94Q: 3 clusters Score -2.302694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -23026924.000000 Penalty: 6003.001953
	Iteration 95Q: 3 clusters Score -2.302692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -23026930.000000 Penalty: 6003.001953
	Iteration 96Q: 3 clusters Score -2.302693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -23026954.000000 Penalty: 6003.001953
	Iteration 97Q: 3 clusters Score -2.302695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175867 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -23026944.000000 Penalty: 6003.001953
	Iteration 98Q: 3 clusters Score -2.302694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -23026942.000000 Penalty: 6003.001953
	Iteration 99Q: 3 clusters Score -2.302694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175898 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -23026928.000000 Penalty: 6003.001953
	Iteration 100F: 3 clusters Score -2.302693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -23026922.000000 Penalty: 6003.001953
	Iteration 101Q: 3 clusters Score -2.302692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175921 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -23026908.000000 Penalty: 6003.001953
	Iteration 102Q: 3 clusters Score -2.302691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -23026918.000000 Penalty: 6003.001953
	Iteration 103Q: 3 clusters Score -2.302692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175941 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -23026926.000000 Penalty: 6003.001953
	Iteration 104Q: 3 clusters Score -2.302693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175952 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -23026936.000000 Penalty: 6003.001953
	Iteration 105Q: 3 clusters Score -2.302694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -23026934.000000 Penalty: 6003.001953
	Iteration 106Q: 3 clusters Score -2.302693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -23026928.000000 Penalty: 6003.001953
	Iteration 107Q: 3 clusters Score -2.302693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -23026922.000000 Penalty: 6003.001953
	Iteration 108Q: 3 clusters Score -2.302692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -23026912.000000 Penalty: 6003.001953
	Iteration 109Q: 3 clusters Score -2.302691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -23026912.000000 Penalty: 6003.001953
	Iteration 110Q: 3 clusters Score -2.302691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -23026918.000000 Penalty: 6003.001953
	Iteration 111Q: 3 clusters Score -2.302692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -23026924.000000 Penalty: 6003.001953
	Iteration 112Q: 3 clusters Score -2.302692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -23026924.000000 Penalty: 6003.001953
	Iteration 113Q: 3 clusters Score -2.302692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175984 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -23026918.000000 Penalty: 6003.001953
	Iteration 114Q: 3 clusters Score -2.302692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -23026912.000000 Penalty: 6003.001953
	Iteration 115Q: 3 clusters Score -2.302691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175998 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -23026918.000000 Penalty: 6003.001953
	Iteration 116Q: 3 clusters Score -2.302692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -23026930.000000 Penalty: 6003.001953
	Iteration 117Q: 3 clusters Score -2.302693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176026 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -23026942.000000 Penalty: 6003.001953
	Iteration 118Q: 3 clusters Score -2.302694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -23026948.000000 Penalty: 6003.001953
	Iteration 119Q: 3 clusters Score -2.302695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176061 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 120F: 3 clusters Score -2.302695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176067 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -23026946.000000 Penalty: 6003.001953
	Iteration 121Q: 3 clusters Score -2.302695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176074 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -23026948.000000 Penalty: 6003.001953
	Iteration 122Q: 3 clusters Score -2.302695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176080 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -23026946.000000 Penalty: 6003.001953
	Iteration 123Q: 3 clusters Score -2.302695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176086 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23026958.000000 Penalty: 6003.001953
	Iteration 124Q: 3 clusters Score -2.302696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176086 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23026968.000000 Penalty: 6003.001953
	Iteration 125Q: 3 clusters Score -2.302697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176086 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23026960.000000 Penalty: 6003.001953
	Iteration 126Q: 3 clusters Score -2.302696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -23026950.000000 Penalty: 6003.001953
	Iteration 127Q: 3 clusters Score -2.302695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -23026958.000000 Penalty: 6003.001953
	Iteration 128Q: 3 clusters Score -2.302696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176101 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -23026952.000000 Penalty: 6003.001953
	Iteration 129Q: 3 clusters Score -2.302695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -23026954.000000 Penalty: 6003.001953
	Iteration 130Q: 3 clusters Score -2.302695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -23026958.000000 Penalty: 6003.001953
	Iteration 131Q: 3 clusters Score -2.302696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -23026962.000000 Penalty: 6003.001953
	Iteration 132Q: 3 clusters Score -2.302696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -23026962.000000 Penalty: 6003.001953
	Iteration 133F: 3 clusters Score -2.302696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -465318.593750 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -465318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -461539.625000 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -461539.6 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -462596.062500 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -462596.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -463650.187500 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -463650.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -464962.187500 Penalty: 4086.576416
	Iteration 3F: 3 clusters Score -464962.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -465742.500000 Penalty: 4086.576416
	Iteration 4F: 3 clusters Score -465742.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -466382.156250 Penalty: 4086.576416
	Iteration 5F: 3 clusters Score -466382.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -466733.156250 Penalty: 4086.576416
	Iteration 6F: 3 clusters Score -466733.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -466890.812500 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -466890.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -466950.875000 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -466950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -466974.843750 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -466974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -467005.500000 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -467005.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -467021.562500 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -467021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -467032.843750 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -467032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -467044.187500 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -467044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -467047.406250 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -467047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -467058.437500 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -467058.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -467080.031250 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -467080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -467088.031250 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -467088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -467090.718750 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -467090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -467092.031250 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -467092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -467102.093750 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -467102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -467107.781250 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -467107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -467109.031250 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -467109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -467109.031250 Penalty: 4086.576416
	Iteration 23F: 3 clusters Score -467109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 186314 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 180381 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 86627 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 77677 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 162694 members 
Mstep: Class 18 contains 19417 members 
Mstep: Class 19 contains 11074 members 
Entering Unmasked Estep 
Score: -98277664.000000 Penalty: 50478.558594
Splitting cluster 10 changes total score from -98272776.000000 to -98277664.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (86627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Entering Unmasked Estep 
Score: -11138551.000000 Penalty: 2819.603027
	Iteration 0F: 2 clusters Score -1.113855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -11080665.000000 Penalty: 5639.206055
	Iteration 0F: 3 clusters Score -1.108066e+07 nChanged 40483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -11103713.000000 Penalty: 5639.206055
	Iteration 1F: 3 clusters Score -1.110371e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -11104834.000000 Penalty: 5639.206055
	Iteration 2Q: 3 clusters Score -1.110483e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -11106306.000000 Penalty: 5639.206055
	Iteration 3Q: 3 clusters Score -1.110631e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -11108567.000000 Penalty: 5639.206055
	Iteration 4F: 3 clusters Score -1.110857e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -11111993.000000 Penalty: 5639.206055
	Iteration 5F: 3 clusters Score -1.111199e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -11116610.000000 Penalty: 5639.206055
	Iteration 6F: 3 clusters Score -1.111661e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -11121561.000000 Penalty: 5639.206055
	Iteration 7F: 3 clusters Score -1.112156e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -11125342.000000 Penalty: 5639.206055
	Iteration 8F: 3 clusters Score -1.112534e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -11127373.000000 Penalty: 5639.206055
	Iteration 9Q: 3 clusters Score -1.112737e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -11128327.000000 Penalty: 5639.206055
	Iteration 10Q: 3 clusters Score -1.112833e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -11128959.000000 Penalty: 5639.206055
	Iteration 11Q: 3 clusters Score -1.112896e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -11129487.000000 Penalty: 5639.206055
	Iteration 12Q: 3 clusters Score -1.112949e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -11129995.000000 Penalty: 5639.206055
	Iteration 13Q: 3 clusters Score -1.113e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -11130526.000000 Penalty: 5639.206055
	Iteration 14Q: 3 clusters Score -1.113053e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -11131071.000000 Penalty: 5639.206055
	Iteration 15Q: 3 clusters Score -1.113107e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -11131587.000000 Penalty: 5639.206055
	Iteration 16Q: 3 clusters Score -1.113159e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -11132080.000000 Penalty: 5639.206055
	Iteration 17Q: 3 clusters Score -1.113208e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -11132485.000000 Penalty: 5639.206055
	Iteration 18Q: 3 clusters Score -1.113248e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -11132868.000000 Penalty: 5639.206055
	Iteration 19Q: 3 clusters Score -1.113287e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -11133269.000000 Penalty: 5639.206055
	Iteration 20F: 3 clusters Score -1.113327e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -11133650.000000 Penalty: 5639.206055
	Iteration 21Q: 3 clusters Score -1.113365e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -11134016.000000 Penalty: 5639.206055
	Iteration 22Q: 3 clusters Score -1.113402e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -11134355.000000 Penalty: 5639.206055
	Iteration 23Q: 3 clusters Score -1.113436e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -11134669.000000 Penalty: 5639.206055
	Iteration 24Q: 3 clusters Score -1.113467e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -11134896.000000 Penalty: 5639.206055
	Iteration 25Q: 3 clusters Score -1.11349e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -11135112.000000 Penalty: 5639.206055
	Iteration 26Q: 3 clusters Score -1.113511e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -11135314.000000 Penalty: 5639.206055
	Iteration 27Q: 3 clusters Score -1.113531e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -11135492.000000 Penalty: 5639.206055
	Iteration 28Q: 3 clusters Score -1.113549e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -11135666.000000 Penalty: 5639.206055
	Iteration 29Q: 3 clusters Score -1.113567e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -11135801.000000 Penalty: 5639.206055
	Iteration 30Q: 3 clusters Score -1.11358e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -11135916.000000 Penalty: 5639.206055
	Iteration 31Q: 3 clusters Score -1.113592e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -11136056.000000 Penalty: 5639.206055
	Iteration 32Q: 3 clusters Score -1.113606e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -11136166.000000 Penalty: 5639.206055
	Iteration 33Q: 3 clusters Score -1.113617e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -11136183.000000 Penalty: 5639.206055
	Iteration 34Q: 3 clusters Score -1.113618e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11136263.000000 Penalty: 5639.206055
	Iteration 35Q: 3 clusters Score -1.113626e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -11136321.000000 Penalty: 5639.206055
	Iteration 36Q: 3 clusters Score -1.113632e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11136379.000000 Penalty: 5639.206055
	Iteration 37Q: 3 clusters Score -1.113638e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11136414.000000 Penalty: 5639.206055
	Iteration 38Q: 3 clusters Score -1.113641e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11136448.000000 Penalty: 5639.206055
	Iteration 39Q: 3 clusters Score -1.113645e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11136474.000000 Penalty: 5639.206055
	Iteration 40F: 3 clusters Score -1.113647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11136494.000000 Penalty: 5639.206055
	Iteration 41Q: 3 clusters Score -1.113649e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11136520.000000 Penalty: 5639.206055
	Iteration 42Q: 3 clusters Score -1.113652e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11136539.000000 Penalty: 5639.206055
	Iteration 43Q: 3 clusters Score -1.113654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11136551.000000 Penalty: 5639.206055
	Iteration 44Q: 3 clusters Score -1.113655e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11136533.000000 Penalty: 5639.206055
	Iteration 45Q: 3 clusters Score -1.113653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11136555.000000 Penalty: 5639.206055
	Iteration 46Q: 3 clusters Score -1.113656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11136572.000000 Penalty: 5639.206055
	Iteration 47Q: 3 clusters Score -1.113657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11136581.000000 Penalty: 5639.206055
	Iteration 48Q: 3 clusters Score -1.113658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11136585.000000 Penalty: 5639.206055
	Iteration 49Q: 3 clusters Score -1.113658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11136585.000000 Penalty: 5639.206055
	Iteration 50Q: 3 clusters Score -1.113658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11136594.000000 Penalty: 5639.206055
	Iteration 51Q: 3 clusters Score -1.113659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11136597.000000 Penalty: 5639.206055
	Iteration 52Q: 3 clusters Score -1.11366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11136594.000000 Penalty: 5639.206055
	Iteration 53Q: 3 clusters Score -1.113659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11136599.000000 Penalty: 5639.206055
	Iteration 54Q: 3 clusters Score -1.11366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11136598.000000 Penalty: 5639.206055
	Iteration 55Q: 3 clusters Score -1.11366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11136597.000000 Penalty: 5639.206055
	Iteration 56Q: 3 clusters Score -1.11366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11136598.000000 Penalty: 5639.206055
	Iteration 57Q: 3 clusters Score -1.11366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11136600.000000 Penalty: 5639.206055
	Iteration 58Q: 3 clusters Score -1.11366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11136601.000000 Penalty: 5639.206055
	Iteration 59Q: 3 clusters Score -1.11366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11136594.000000 Penalty: 5639.206055
	Iteration 60F: 3 clusters Score -1.113659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11136585.000000 Penalty: 5639.206055
	Iteration 61Q: 3 clusters Score -1.113658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11136589.000000 Penalty: 5639.206055
	Iteration 62Q: 3 clusters Score -1.113659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11136590.000000 Penalty: 5639.206055
	Iteration 63Q: 3 clusters Score -1.113659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -11136596.000000 Penalty: 5639.206055
	Iteration 64Q: 3 clusters Score -1.11366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11136599.000000 Penalty: 5639.206055
	Iteration 65Q: 3 clusters Score -1.11366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11136591.000000 Penalty: 5639.206055
	Iteration 66Q: 3 clusters Score -1.113659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11136591.000000 Penalty: 5639.206055
	Iteration 67F: 3 clusters Score -1.113659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -1311263.500000 Penalty: 2285.697266
	Iteration 0F: 2 clusters Score -1311264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1303528.500000 Penalty: 4571.394531
	Iteration 0F: 3 clusters Score -1303528 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1305733.000000 Penalty: 4571.394531
	Iteration 1F: 3 clusters Score -1305733 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1306026.375000 Penalty: 4571.394531
	Iteration 2F: 3 clusters Score -1306026 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1306265.750000 Penalty: 4571.394531
	Iteration 3F: 3 clusters Score -1306266 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1306475.375000 Penalty: 4571.394531
	Iteration 4Q: 3 clusters Score -1306475 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1306648.000000 Penalty: 4571.394531
	Iteration 5Q: 3 clusters Score -1306648 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1306843.875000 Penalty: 4571.394531
	Iteration 6Q: 3 clusters Score -1306844 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1307051.250000 Penalty: 4571.394531
	Iteration 7Q: 3 clusters Score -1307051 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1307284.250000 Penalty: 4571.394531
	Iteration 8Q: 3 clusters Score -1307284 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1307551.000000 Penalty: 4571.394531
	Iteration 9Q: 3 clusters Score -1307551 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1307829.500000 Penalty: 4571.394531
	Iteration 10Q: 3 clusters Score -1307830 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1308123.500000 Penalty: 4571.394531
	Iteration 11Q: 3 clusters Score -1308124 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1308404.750000 Penalty: 4571.394531
	Iteration 12Q: 3 clusters Score -1308405 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1308614.500000 Penalty: 4571.394531
	Iteration 13Q: 3 clusters Score -1308614 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1308795.000000 Penalty: 4571.394531
	Iteration 14Q: 3 clusters Score -1308795 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1308923.125000 Penalty: 4571.394531
	Iteration 15Q: 3 clusters Score -1308923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1309005.125000 Penalty: 4571.394531
	Iteration 16Q: 3 clusters Score -1309005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1309057.375000 Penalty: 4571.394531
	Iteration 17Q: 3 clusters Score -1309057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1309096.750000 Penalty: 4571.394531
	Iteration 18Q: 3 clusters Score -1309097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1309136.750000 Penalty: 4571.394531
	Iteration 19Q: 3 clusters Score -1309137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1309158.125000 Penalty: 4571.394531
	Iteration 20F: 3 clusters Score -1309158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1309166.750000 Penalty: 4571.394531
	Iteration 21Q: 3 clusters Score -1309167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1309179.375000 Penalty: 4571.394531
	Iteration 22Q: 3 clusters Score -1309179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1309193.500000 Penalty: 4571.394531
	Iteration 23Q: 3 clusters Score -1309194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1309204.375000 Penalty: 4571.394531
	Iteration 24Q: 3 clusters Score -1309204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1309218.500000 Penalty: 4571.394531
	Iteration 25Q: 3 clusters Score -1309218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1309227.625000 Penalty: 4571.394531
	Iteration 26Q: 3 clusters Score -1309228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1309230.500000 Penalty: 4571.394531
	Iteration 27Q: 3 clusters Score -1309230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1309234.375000 Penalty: 4571.394531
	Iteration 28Q: 3 clusters Score -1309234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1309236.875000 Penalty: 4571.394531
	Iteration 29Q: 3 clusters Score -1309237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1309239.750000 Penalty: 4571.394531
	Iteration 30Q: 3 clusters Score -1309240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1309242.125000 Penalty: 4571.394531
	Iteration 31Q: 3 clusters Score -1309242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1309245.625000 Penalty: 4571.394531
	Iteration 32Q: 3 clusters Score -1309246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1309247.000000 Penalty: 4571.394531
	Iteration 33Q: 3 clusters Score -1309247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1309248.125000 Penalty: 4571.394531
	Iteration 34Q: 3 clusters Score -1309248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1309251.375000 Penalty: 4571.394531
	Iteration 35Q: 3 clusters Score -1309251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1309250.625000 Penalty: 4571.394531
	Iteration 36Q: 3 clusters Score -1309251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1309250.625000 Penalty: 4571.394531
	Iteration 37F: 3 clusters Score -1309251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Entering Unmasked Estep 
Score: -9726924.000000 Penalty: 2792.558105
	Iteration 0F: 2 clusters Score -9726924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -9674823.000000 Penalty: 5585.116211
	Iteration 0F: 3 clusters Score -9674823 nChanged 36581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -9695085.000000 Penalty: 5585.116211
	Iteration 1F: 3 clusters Score -9695085 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -9695520.000000 Penalty: 5585.116211
	Iteration 2Q: 3 clusters Score -9695520 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -9695938.000000 Penalty: 5585.116211
	Iteration 3Q: 3 clusters Score -9695938 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -9696384.000000 Penalty: 5585.116211
	Iteration 4Q: 3 clusters Score -9696384 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -9696834.000000 Penalty: 5585.116211
	Iteration 5Q: 3 clusters Score -9696834 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -9697538.000000 Penalty: 5585.116211
	Iteration 6Q: 3 clusters Score -9697538 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -9698637.000000 Penalty: 5585.116211
	Iteration 7Q: 3 clusters Score -9698637 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -9700767.000000 Penalty: 5585.116211
	Iteration 8F: 3 clusters Score -9700767 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -9704630.000000 Penalty: 5585.116211
	Iteration 9F: 3 clusters Score -9704630 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -9710737.000000 Penalty: 5585.116211
	Iteration 10F: 3 clusters Score -9710737 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -9717389.000000 Penalty: 5585.116211
	Iteration 11F: 3 clusters Score -9717389 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9721891.000000 Penalty: 5585.116211
	Iteration 12F: 3 clusters Score -9721891 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9723691.000000 Penalty: 5585.116211
	Iteration 13Q: 3 clusters Score -9723691 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9724144.000000 Penalty: 5585.116211
	Iteration 14Q: 3 clusters Score -9724144 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9724318.000000 Penalty: 5585.116211
	Iteration 15Q: 3 clusters Score -9724318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9724363.000000 Penalty: 5585.116211
	Iteration 16Q: 3 clusters Score -9724363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9724394.000000 Penalty: 5585.116211
	Iteration 17Q: 3 clusters Score -9724394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9724393.000000 Penalty: 5585.116211
	Iteration 18Q: 3 clusters Score -9724393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9724396.000000 Penalty: 5585.116211
	Iteration 19Q: 3 clusters Score -9724396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9724402.000000 Penalty: 5585.116211
	Iteration 20F: 3 clusters Score -9724402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9724407.000000 Penalty: 5585.116211
	Iteration 21Q: 3 clusters Score -9724407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9724405.000000 Penalty: 5585.116211
	Iteration 22Q: 3 clusters Score -9724405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9724407.000000 Penalty: 5585.116211
	Iteration 23Q: 3 clusters Score -9724407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9724407.000000 Penalty: 5585.116211
	Iteration 24F: 3 clusters Score -9724407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Entering Unmasked Estep 
Score: -2914360.750000 Penalty: 2484.259033
	Iteration 0F: 2 clusters Score -2914361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2898618.750000 Penalty: 4968.518066
	Iteration 0F: 3 clusters Score -2898619 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2903932.250000 Penalty: 4968.518066
	Iteration 1F: 3 clusters Score -2903932 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2904380.500000 Penalty: 4968.518066
	Iteration 2F: 3 clusters Score -2904380 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2904804.750000 Penalty: 4968.518066
	Iteration 3F: 3 clusters Score -2904805 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2905269.500000 Penalty: 4968.518066
	Iteration 4Q: 3 clusters Score -2905270 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2905805.000000 Penalty: 4968.518066
	Iteration 5Q: 3 clusters Score -2905805 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2906500.000000 Penalty: 4968.518066
	Iteration 6F: 3 clusters Score -2906500 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2907397.500000 Penalty: 4968.518066
	Iteration 7F: 3 clusters Score -2907398 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2908530.250000 Penalty: 4968.518066
	Iteration 8F: 3 clusters Score -2908530 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2909695.250000 Penalty: 4968.518066
	Iteration 9F: 3 clusters Score -2909695 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2910648.750000 Penalty: 4968.518066
	Iteration 10Q: 3 clusters Score -2910649 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2911286.000000 Penalty: 4968.518066
	Iteration 11Q: 3 clusters Score -2911286 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2911679.000000 Penalty: 4968.518066
	Iteration 12Q: 3 clusters Score -2911679 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2911898.500000 Penalty: 4968.518066
	Iteration 13Q: 3 clusters Score -2911898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2912023.250000 Penalty: 4968.518066
	Iteration 14Q: 3 clusters Score -2912023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2912109.000000 Penalty: 4968.518066
	Iteration 15Q: 3 clusters Score -2912109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2912172.000000 Penalty: 4968.518066
	Iteration 16Q: 3 clusters Score -2912172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2912200.000000 Penalty: 4968.518066
	Iteration 17Q: 3 clusters Score -2912200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2912223.500000 Penalty: 4968.518066
	Iteration 18Q: 3 clusters Score -2912224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2912243.250000 Penalty: 4968.518066
	Iteration 19Q: 3 clusters Score -2912243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2912249.000000 Penalty: 4968.518066
	Iteration 20F: 3 clusters Score -2912249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2912253.250000 Penalty: 4968.518066
	Iteration 21Q: 3 clusters Score -2912253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2912261.750000 Penalty: 4968.518066
	Iteration 22Q: 3 clusters Score -2912262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2912263.000000 Penalty: 4968.518066
	Iteration 23Q: 3 clusters Score -2912263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2912269.250000 Penalty: 4968.518066
	Iteration 24Q: 3 clusters Score -2912269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2912269.250000 Penalty: 4968.518066
	Iteration 25F: 3 clusters Score -2912269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Entering Unmasked Estep 
Score: -1307084.250000 Penalty: 2284.139648
	Iteration 0F: 2 clusters Score -1307084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1299435.875000 Penalty: 4568.279297
	Iteration 0F: 3 clusters Score -1299436 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1301607.000000 Penalty: 4568.279297
	Iteration 1F: 3 clusters Score -1301607 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1301856.250000 Penalty: 4568.279297
	Iteration 2F: 3 clusters Score -1301856 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1302049.875000 Penalty: 4568.279297
	Iteration 3Q: 3 clusters Score -1302050 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1302224.625000 Penalty: 4568.279297
	Iteration 4Q: 3 clusters Score -1302225 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1302406.125000 Penalty: 4568.279297
	Iteration 5Q: 3 clusters Score -1302406 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1302581.500000 Penalty: 4568.279297
	Iteration 6Q: 3 clusters Score -1302582 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1302757.750000 Penalty: 4568.279297
	Iteration 7Q: 3 clusters Score -1302758 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1302999.750000 Penalty: 4568.279297
	Iteration 8Q: 3 clusters Score -1303000 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1303294.125000 Penalty: 4568.279297
	Iteration 9Q: 3 clusters Score -1303294 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1303638.750000 Penalty: 4568.279297
	Iteration 10Q: 3 clusters Score -1303639 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1303981.375000 Penalty: 4568.279297
	Iteration 11Q: 3 clusters Score -1303981 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1304305.750000 Penalty: 4568.279297
	Iteration 12Q: 3 clusters Score -1304306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1304545.875000 Penalty: 4568.279297
	Iteration 13Q: 3 clusters Score -1304546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1304703.875000 Penalty: 4568.279297
	Iteration 14Q: 3 clusters Score -1304704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1304802.875000 Penalty: 4568.279297
	Iteration 15Q: 3 clusters Score -1304803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1304872.000000 Penalty: 4568.279297
	Iteration 16Q: 3 clusters Score -1304872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1304940.250000 Penalty: 4568.279297
	Iteration 17Q: 3 clusters Score -1304940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1304981.375000 Penalty: 4568.279297
	Iteration 18Q: 3 clusters Score -1304981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1305006.000000 Penalty: 4568.279297
	Iteration 19Q: 3 clusters Score -1305006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1305019.000000 Penalty: 4568.279297
	Iteration 20F: 3 clusters Score -1305019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1305028.750000 Penalty: 4568.279297
	Iteration 21Q: 3 clusters Score -1305029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1305036.625000 Penalty: 4568.279297
	Iteration 22Q: 3 clusters Score -1305037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1305043.500000 Penalty: 4568.279297
	Iteration 23Q: 3 clusters Score -1305044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1305044.500000 Penalty: 4568.279297
	Iteration 24Q: 3 clusters Score -1305044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1305043.875000 Penalty: 4568.279297
	Iteration 25Q: 3 clusters Score -1305044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1305046.250000 Penalty: 4568.279297
	Iteration 26Q: 3 clusters Score -1305046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1305047.000000 Penalty: 4568.279297
	Iteration 27Q: 3 clusters Score -1305047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1305047.875000 Penalty: 4568.279297
	Iteration 28Q: 3 clusters Score -1305048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1305047.875000 Penalty: 4568.279297
	Iteration 29F: 3 clusters Score -1305048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (162694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Entering Unmasked Estep 
Score: -20867114.000000 Penalty: 2975.907227
	Iteration 0F: 2 clusters Score -2.086711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -20758700.000000 Penalty: 5951.814453
	Iteration 0F: 3 clusters Score -2.07587e+07 nChanged 77675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -20803798.000000 Penalty: 5951.814453
	Iteration 1F: 3 clusters Score -2.08038e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -20804554.000000 Penalty: 5951.814453
	Iteration 2Q: 3 clusters Score -2.080455e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 89833 members 
Entering Unmasked Estep 
Score: -20805534.000000 Penalty: 5951.814453
	Iteration 3Q: 3 clusters Score -2.080553e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -20807448.000000 Penalty: 5951.814453
	Iteration 4Q: 3 clusters Score -2.080745e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 101891 members 
Entering Unmasked Estep 
Score: -20810966.000000 Penalty: 5951.814453
	Iteration 5Q: 3 clusters Score -2.081097e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 112356 members 
Entering Unmasked Estep 
Score: -20817650.000000 Penalty: 5951.814453
	Iteration 6F: 3 clusters Score -2.081765e+07 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -20829044.000000 Penalty: 5951.814453
	Iteration 7F: 3 clusters Score -2.082904e+07 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 141272 members 
Entering Unmasked Estep 
Score: -20843450.000000 Penalty: 5951.814453
	Iteration 8F: 3 clusters Score -2.084345e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -20855748.000000 Penalty: 5951.814453
	Iteration 9F: 3 clusters Score -2.085575e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 159437 members 
Entering Unmasked Estep 
Score: -20861516.000000 Penalty: 5951.814453
	Iteration 10Q: 3 clusters Score -2.086152e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -20863584.000000 Penalty: 5951.814453
	Iteration 11Q: 3 clusters Score -2.086358e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 162296 members 
Entering Unmasked Estep 
Score: -20864200.000000 Penalty: 5951.814453
	Iteration 12Q: 3 clusters Score -2.08642e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -20864370.000000 Penalty: 5951.814453
	Iteration 13Q: 3 clusters Score -2.086437e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -20864428.000000 Penalty: 5951.814453
	Iteration 14Q: 3 clusters Score -2.086443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162454 members 
Entering Unmasked Estep 
Score: -20864452.000000 Penalty: 5951.814453
	Iteration 15Q: 3 clusters Score -2.086445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -20864470.000000 Penalty: 5951.814453
	Iteration 16Q: 3 clusters Score -2.086447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 162470 members 
Entering Unmasked Estep 
Score: -20864498.000000 Penalty: 5951.814453
	Iteration 17Q: 3 clusters Score -2.08645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -20864490.000000 Penalty: 5951.814453
	Iteration 18Q: 3 clusters Score -2.086449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -20864506.000000 Penalty: 5951.814453
	Iteration 19Q: 3 clusters Score -2.086451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162476 members 
Entering Unmasked Estep 
Score: -20864510.000000 Penalty: 5951.814453
	Iteration 20F: 3 clusters Score -2.086451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -2525958.000000 Penalty: 2448.728271
	Iteration 0F: 2 clusters Score -2525958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2512344.000000 Penalty: 4897.456543
	Iteration 0F: 3 clusters Score -2512344 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2516994.750000 Penalty: 4897.456543
	Iteration 1F: 3 clusters Score -2516995 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2517423.500000 Penalty: 4897.456543
	Iteration 2F: 3 clusters Score -2517424 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2517810.000000 Penalty: 4897.456543
	Iteration 3Q: 3 clusters Score -2517810 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2518224.000000 Penalty: 4897.456543
	Iteration 4Q: 3 clusters Score -2518224 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2518676.250000 Penalty: 4897.456543
	Iteration 5Q: 3 clusters Score -2518676 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2519182.250000 Penalty: 4897.456543
	Iteration 6Q: 3 clusters Score -2519182 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2519785.750000 Penalty: 4897.456543
	Iteration 7F: 3 clusters Score -2519786 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2520536.000000 Penalty: 4897.456543
	Iteration 8F: 3 clusters Score -2520536 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2521303.250000 Penalty: 4897.456543
	Iteration 9F: 3 clusters Score -2521303 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2521904.000000 Penalty: 4897.456543
	Iteration 10Q: 3 clusters Score -2521904 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2522260.000000 Penalty: 4897.456543
	Iteration 11Q: 3 clusters Score -2522260 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2522452.250000 Penalty: 4897.456543
	Iteration 12Q: 3 clusters Score -2522452 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2522560.750000 Penalty: 4897.456543
	Iteration 13Q: 3 clusters Score -2522561 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2522646.500000 Penalty: 4897.456543
	Iteration 14Q: 3 clusters Score -2522646 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2522714.250000 Penalty: 4897.456543
	Iteration 15Q: 3 clusters Score -2522714 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2522776.000000 Penalty: 4897.456543
	Iteration 16Q: 3 clusters Score -2522776 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2522819.500000 Penalty: 4897.456543
	Iteration 17Q: 3 clusters Score -2522820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2522855.500000 Penalty: 4897.456543
	Iteration 18Q: 3 clusters Score -2522856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2522891.500000 Penalty: 4897.456543
	Iteration 19Q: 3 clusters Score -2522892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2522927.000000 Penalty: 4897.456543
	Iteration 20F: 3 clusters Score -2522927 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2522963.750000 Penalty: 4897.456543
	Iteration 21Q: 3 clusters Score -2522964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2522994.000000 Penalty: 4897.456543
	Iteration 22Q: 3 clusters Score -2522994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2523020.250000 Penalty: 4897.456543
	Iteration 23Q: 3 clusters Score -2523020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2523037.000000 Penalty: 4897.456543
	Iteration 24Q: 3 clusters Score -2523037 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2523073.500000 Penalty: 4897.456543
	Iteration 25Q: 3 clusters Score -2523074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2523112.500000 Penalty: 4897.456543
	Iteration 26Q: 3 clusters Score -2523112 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2523137.250000 Penalty: 4897.456543
	Iteration 27Q: 3 clusters Score -2523137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2523158.000000 Penalty: 4897.456543
	Iteration 28Q: 3 clusters Score -2523158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2523184.750000 Penalty: 4897.456543
	Iteration 29Q: 3 clusters Score -2523185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2523201.250000 Penalty: 4897.456543
	Iteration 30Q: 3 clusters Score -2523201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2523220.250000 Penalty: 4897.456543
	Iteration 31Q: 3 clusters Score -2523220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2523243.500000 Penalty: 4897.456543
	Iteration 32Q: 3 clusters Score -2523244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2523252.250000 Penalty: 4897.456543
	Iteration 33Q: 3 clusters Score -2523252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2523283.000000 Penalty: 4897.456543
	Iteration 34Q: 3 clusters Score -2523283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2523305.000000 Penalty: 4897.456543
	Iteration 35Q: 3 clusters Score -2523305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2523323.000000 Penalty: 4897.456543
	Iteration 36Q: 3 clusters Score -2523323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2523345.000000 Penalty: 4897.456543
	Iteration 37Q: 3 clusters Score -2523345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2523369.750000 Penalty: 4897.456543
	Iteration 38Q: 3 clusters Score -2523370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2523385.750000 Penalty: 4897.456543
	Iteration 39Q: 3 clusters Score -2523386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2523407.500000 Penalty: 4897.456543
	Iteration 40F: 3 clusters Score -2523408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2523429.500000 Penalty: 4897.456543
	Iteration 41Q: 3 clusters Score -2523430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2523450.500000 Penalty: 4897.456543
	Iteration 42Q: 3 clusters Score -2523450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2523477.500000 Penalty: 4897.456543
	Iteration 43Q: 3 clusters Score -2523478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2523495.500000 Penalty: 4897.456543
	Iteration 44Q: 3 clusters Score -2523496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2523513.500000 Penalty: 4897.456543
	Iteration 45Q: 3 clusters Score -2523514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2523536.750000 Penalty: 4897.456543
	Iteration 46Q: 3 clusters Score -2523537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2523545.750000 Penalty: 4897.456543
	Iteration 47Q: 3 clusters Score -2523546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2523559.000000 Penalty: 4897.456543
	Iteration 48Q: 3 clusters Score -2523559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2523566.750000 Penalty: 4897.456543
	Iteration 49Q: 3 clusters Score -2523567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2523584.500000 Penalty: 4897.456543
	Iteration 50Q: 3 clusters Score -2523584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2523607.000000 Penalty: 4897.456543
	Iteration 51Q: 3 clusters Score -2523607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2523627.250000 Penalty: 4897.456543
	Iteration 52Q: 3 clusters Score -2523627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2523655.250000 Penalty: 4897.456543
	Iteration 53Q: 3 clusters Score -2523655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2523670.250000 Penalty: 4897.456543
	Iteration 54Q: 3 clusters Score -2523670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2523691.250000 Penalty: 4897.456543
	Iteration 55Q: 3 clusters Score -2523691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2523712.000000 Penalty: 4897.456543
	Iteration 56Q: 3 clusters Score -2523712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2523722.750000 Penalty: 4897.456543
	Iteration 57Q: 3 clusters Score -2523723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2523732.000000 Penalty: 4897.456543
	Iteration 58Q: 3 clusters Score -2523732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2523748.750000 Penalty: 4897.456543
	Iteration 59Q: 3 clusters Score -2523749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2523754.000000 Penalty: 4897.456543
	Iteration 60F: 3 clusters Score -2523754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2523762.500000 Penalty: 4897.456543
	Iteration 61Q: 3 clusters Score -2523762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2523767.750000 Penalty: 4897.456543
	Iteration 62Q: 3 clusters Score -2523768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2523777.250000 Penalty: 4897.456543
	Iteration 63Q: 3 clusters Score -2523777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2523781.500000 Penalty: 4897.456543
	Iteration 64Q: 3 clusters Score -2523782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2523784.250000 Penalty: 4897.456543
	Iteration 65Q: 3 clusters Score -2523784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2523794.000000 Penalty: 4897.456543
	Iteration 66Q: 3 clusters Score -2523794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2523806.000000 Penalty: 4897.456543
	Iteration 67Q: 3 clusters Score -2523806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2523805.250000 Penalty: 4897.456543
	Iteration 68Q: 3 clusters Score -2523805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2523813.000000 Penalty: 4897.456543
	Iteration 69Q: 3 clusters Score -2523813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2523825.500000 Penalty: 4897.456543
	Iteration 70Q: 3 clusters Score -2523826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2523835.750000 Penalty: 4897.456543
	Iteration 71Q: 3 clusters Score -2523836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2523835.250000 Penalty: 4897.456543
	Iteration 72Q: 3 clusters Score -2523835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2523836.750000 Penalty: 4897.456543
	Iteration 73Q: 3 clusters Score -2523837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2523840.500000 Penalty: 4897.456543
	Iteration 74Q: 3 clusters Score -2523840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2523840.000000 Penalty: 4897.456543
	Iteration 75Q: 3 clusters Score -2523840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2523843.000000 Penalty: 4897.456543
	Iteration 76Q: 3 clusters Score -2523843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2523843.500000 Penalty: 4897.456543
	Iteration 77Q: 3 clusters Score -2523844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2523844.500000 Penalty: 4897.456543
	Iteration 78Q: 3 clusters Score -2523844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2523844.000000 Penalty: 4897.456543
	Iteration 79Q: 3 clusters Score -2523844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2523851.500000 Penalty: 4897.456543
	Iteration 80F: 3 clusters Score -2523852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2523847.250000 Penalty: 4897.456543
	Iteration 81Q: 3 clusters Score -2523847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2523852.500000 Penalty: 4897.456543
	Iteration 82Q: 3 clusters Score -2523852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2523855.250000 Penalty: 4897.456543
	Iteration 83Q: 3 clusters Score -2523855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2523854.750000 Penalty: 4897.456543
	Iteration 84Q: 3 clusters Score -2523855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2523854.750000 Penalty: 4897.456543
	Iteration 85F: 3 clusters Score -2523855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Entering Unmasked Estep 
Score: -1328462.625000 Penalty: 2309.464111
	Iteration 0F: 2 clusters Score -1328463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1320170.875000 Penalty: 4618.928223
	Iteration 0F: 3 clusters Score -1320171 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1322799.250000 Penalty: 4618.928223
	Iteration 1F: 3 clusters Score -1322799 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1323357.375000 Penalty: 4618.928223
	Iteration 2F: 3 clusters Score -1323357 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1323710.750000 Penalty: 4618.928223
	Iteration 3F: 3 clusters Score -1323711 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1323924.375000 Penalty: 4618.928223
	Iteration 4Q: 3 clusters Score -1323924 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1324112.625000 Penalty: 4618.928223
	Iteration 5Q: 3 clusters Score -1324113 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1324258.625000 Penalty: 4618.928223
	Iteration 6Q: 3 clusters Score -1324259 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1324393.375000 Penalty: 4618.928223
	Iteration 7Q: 3 clusters Score -1324393 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1324526.625000 Penalty: 4618.928223
	Iteration 8Q: 3 clusters Score -1324527 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1324743.000000 Penalty: 4618.928223
	Iteration 9Q: 3 clusters Score -1324743 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1324957.500000 Penalty: 4618.928223
	Iteration 10Q: 3 clusters Score -1324958 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1325147.625000 Penalty: 4618.928223
	Iteration 11Q: 3 clusters Score -1325148 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1325343.250000 Penalty: 4618.928223
	Iteration 12Q: 3 clusters Score -1325343 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1325538.250000 Penalty: 4618.928223
	Iteration 13Q: 3 clusters Score -1325538 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1325732.875000 Penalty: 4618.928223
	Iteration 14Q: 3 clusters Score -1325733 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1325909.750000 Penalty: 4618.928223
	Iteration 15Q: 3 clusters Score -1325910 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1326080.250000 Penalty: 4618.928223
	Iteration 16Q: 3 clusters Score -1326080 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1326251.000000 Penalty: 4618.928223
	Iteration 17Q: 3 clusters Score -1326251 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1326428.000000 Penalty: 4618.928223
	Iteration 18Q: 3 clusters Score -1326428 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1326635.625000 Penalty: 4618.928223
	Iteration 19Q: 3 clusters Score -1326636 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1326971.750000 Penalty: 4618.928223
	Iteration 20F: 3 clusters Score -1326972 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1327379.125000 Penalty: 4618.928223
	Iteration 21Q: 3 clusters Score -1327379 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1327803.375000 Penalty: 4618.928223
	Iteration 22Q: 3 clusters Score -1327803 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1328287.875000 Penalty: 4618.928223
	Iteration 23Q: 3 clusters Score -1328288 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1328735.750000 Penalty: 4618.928223
	Iteration 24Q: 3 clusters Score -1328736 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1329053.625000 Penalty: 4618.928223
	Iteration 25Q: 3 clusters Score -1329054 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1329234.000000 Penalty: 4618.928223
	Iteration 26Q: 3 clusters Score -1329234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1329332.250000 Penalty: 4618.928223
	Iteration 27Q: 3 clusters Score -1329332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1329364.000000 Penalty: 4618.928223
	Iteration 28Q: 3 clusters Score -1329364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1329383.750000 Penalty: 4618.928223
	Iteration 29Q: 3 clusters Score -1329384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1329395.625000 Penalty: 4618.928223
	Iteration 30Q: 3 clusters Score -1329396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1329405.375000 Penalty: 4618.928223
	Iteration 31Q: 3 clusters Score -1329405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1329412.125000 Penalty: 4618.928223
	Iteration 32Q: 3 clusters Score -1329412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1329414.250000 Penalty: 4618.928223
	Iteration 33Q: 3 clusters Score -1329414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1329414.625000 Penalty: 4618.928223
	Iteration 34Q: 3 clusters Score -1329415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1329417.000000 Penalty: 4618.928223
	Iteration 35Q: 3 clusters Score -1329417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1329419.750000 Penalty: 4618.928223
	Iteration 36Q: 3 clusters Score -1329420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1329421.750000 Penalty: 4618.928223
	Iteration 37Q: 3 clusters Score -1329422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1329419.250000 Penalty: 4618.928223
	Iteration 38Q: 3 clusters Score -1329419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1329424.875000 Penalty: 4618.928223
	Iteration 39Q: 3 clusters Score -1329425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1329427.375000 Penalty: 4618.928223
	Iteration 40F: 3 clusters Score -1329427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1329434.625000 Penalty: 4618.928223
	Iteration 41Q: 3 clusters Score -1329435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1329436.250000 Penalty: 4618.928223
	Iteration 42Q: 3 clusters Score -1329436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1329436.250000 Penalty: 4618.928223
	Iteration 43F: 3 clusters Score -1329436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 186314 members 
Mstep: Class 4 contains 10583 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 180381 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 86627 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 77677 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 162694 members 
Mstep: Class 18 contains 19417 members 
Mstep: Class 19 contains 491 members 
Entering Unmasked Estep 
Score: -98277480.000000 Penalty: 53843.792969
Splitting cluster 19 changes total score from -98272776.000000 to -98277480.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 3 contains 186314 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 180381 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 86627 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 77677 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 162694 members 
Mstep: Class 18 contains 19417 members 
Mstep: Class 19 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278176.000000 Penalty: 53843.792969
Iteration 39Q: 17 clusters Score -9.827818e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 186615 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 8736 members 
Mstep: Class 6 contains 850 members 
Mstep: Class 7 contains 178956 members 
Mstep: Class 10 contains 321 members 
Mstep: Class 11 contains 86631 members 
Mstep: Class 12 contains 10183 members 
Mstep: Class 13 contains 77470 members 
Mstep: Class 15 contains 22484 members 
Mstep: Class 16 contains 10213 members 
Mstep: Class 17 contains 163711 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2706.569580 but Gain 3365.234375
Score: -98281336.000000 Penalty: 50478.558594
Iteration 40F: 16 clusters Score -9.828134e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 186856 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 176992 members 
Mstep: Class 11 contains 86408 members 
Mstep: Class 12 contains 10283 members 
Mstep: Class 13 contains 77262 members 
Mstep: Class 15 contains 22555 members 
Mstep: Class 16 contains 10629 members 
Mstep: Class 17 contains 164805 members 
Mstep: Class 18 contains 19471 members 
Mstep: Class 19 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284160.000000 Penalty: 50478.558594
Iteration 41Q: 16 clusters Score -9.828416e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 187114 members 
Mstep: Class 4 contains 11231 members 
Mstep: Class 5 contains 8698 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 175156 members 
Mstep: Class 11 contains 86248 members 
Mstep: Class 12 contains 10363 members 
Mstep: Class 13 contains 77054 members 
Mstep: Class 15 contains 22628 members 
Mstep: Class 16 contains 11014 members 
Mstep: Class 17 contains 165935 members 
Mstep: Class 18 contains 19493 members 
Mstep: Class 19 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285128.000000 Penalty: 50478.558594
Iteration 42Q: 16 clusters Score -9.828513e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 187366 members 
Mstep: Class 4 contains 11373 members 
Mstep: Class 5 contains 8678 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 173449 members 
Mstep: Class 11 contains 86128 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 76883 members 
Mstep: Class 15 contains 22696 members 
Mstep: Class 16 contains 11395 members 
Mstep: Class 17 contains 167019 members 
Mstep: Class 18 contains 19519 members 
Mstep: Class 19 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285784.000000 Penalty: 50478.558594
Iteration 43Q: 16 clusters Score -9.828578e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 187600 members 
Mstep: Class 4 contains 11460 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 171723 members 
Mstep: Class 11 contains 85986 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 76714 members 
Mstep: Class 15 contains 22742 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 168255 members 
Mstep: Class 18 contains 19542 members 
Mstep: Class 19 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286544.000000 Penalty: 50478.558594
Iteration 44Q: 16 clusters Score -9.828654e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 187724 members 
Mstep: Class 4 contains 11514 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 170033 members 
Mstep: Class 11 contains 85884 members 
Mstep: Class 12 contains 10550 members 
Mstep: Class 13 contains 76563 members 
Mstep: Class 15 contains 22768 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 169554 members 
Mstep: Class 18 contains 19558 members 
Mstep: Class 19 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286552.000000 Penalty: 50478.558594
Iteration 45Q: 16 clusters Score -9.828655e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 187887 members 
Mstep: Class 4 contains 11556 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 168264 members 
Mstep: Class 11 contains 85816 members 
Mstep: Class 12 contains 10588 members 
Mstep: Class 13 contains 76383 members 
Mstep: Class 15 contains 22807 members 
Mstep: Class 16 contains 12628 members 
Mstep: Class 17 contains 170862 members 
Mstep: Class 18 contains 19558 members 
Mstep: Class 19 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287568.000000 Penalty: 50478.558594
Iteration 46Q: 16 clusters Score -9.828757e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 188040 members 
Mstep: Class 4 contains 11587 members 
Mstep: Class 5 contains 8611 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 166454 members 
Mstep: Class 11 contains 85749 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 76257 members 
Mstep: Class 15 contains 22854 members 
Mstep: Class 16 contains 13024 members 
Mstep: Class 17 contains 172202 members 
Mstep: Class 18 contains 19572 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287960.000000 Penalty: 50478.558594
Iteration 47Q: 16 clusters Score -9.828796e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 188124 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 8592 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 164735 members 
Mstep: Class 11 contains 85664 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 76104 members 
Mstep: Class 15 contains 22887 members 
Mstep: Class 16 contains 13382 members 
Mstep: Class 17 contains 173622 members 
Mstep: Class 18 contains 19587 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288256.000000 Penalty: 50478.558594
Iteration 48Q: 16 clusters Score -9.828826e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 188077 members 
Mstep: Class 4 contains 11654 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 163065 members 
Mstep: Class 11 contains 85584 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 13 contains 75982 members 
Mstep: Class 15 contains 22932 members 
Mstep: Class 16 contains 13711 members 
Mstep: Class 17 contains 175088 members 
Mstep: Class 18 contains 19609 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288400.000000 Penalty: 50478.558594
Iteration 49Q: 16 clusters Score -9.82884e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 188038 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 161546 members 
Mstep: Class 11 contains 85509 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 75879 members 
Mstep: Class 15 contains 22974 members 
Mstep: Class 16 contains 14035 members 
Mstep: Class 17 contains 176385 members 
Mstep: Class 18 contains 19636 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288712.000000 Penalty: 50478.558594
Iteration 50Q: 16 clusters Score -9.828871e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 187994 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 160129 members 
Mstep: Class 11 contains 85404 members 
Mstep: Class 12 contains 10771 members 
Mstep: Class 13 contains 75769 members 
Mstep: Class 15 contains 23005 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 177628 members 
Mstep: Class 18 contains 19658 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288648.000000 Penalty: 50478.558594
Iteration 51Q: 16 clusters Score -9.828865e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 187919 members 
Mstep: Class 4 contains 11711 members 
Mstep: Class 5 contains 8522 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 158798 members 
Mstep: Class 11 contains 85307 members 
Mstep: Class 12 contains 10796 members 
Mstep: Class 13 contains 75680 members 
Mstep: Class 15 contains 23057 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 178789 members 
Mstep: Class 18 contains 19684 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288624.000000 Penalty: 50478.558594
Iteration 52Q: 16 clusters Score -9.828862e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 187832 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 8507 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 157555 members 
Mstep: Class 11 contains 85197 members 
Mstep: Class 12 contains 10828 members 
Mstep: Class 13 contains 75563 members 
Mstep: Class 15 contains 23101 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 179877 members 
Mstep: Class 18 contains 19698 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288632.000000 Penalty: 50478.558594
Iteration 53Q: 16 clusters Score -9.828863e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 187724 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 156431 members 
Mstep: Class 11 contains 85110 members 
Mstep: Class 12 contains 10850 members 
Mstep: Class 13 contains 75477 members 
Mstep: Class 15 contains 23159 members 
Mstep: Class 16 contains 15464 members 
Mstep: Class 17 contains 180839 members 
Mstep: Class 18 contains 19701 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288872.000000 Penalty: 50478.558594
Iteration 54Q: 16 clusters Score -9.828887e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 187641 members 
Mstep: Class 4 contains 11736 members 
Mstep: Class 5 contains 8461 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 155354 members 
Mstep: Class 11 contains 84968 members 
Mstep: Class 12 contains 10860 members 
Mstep: Class 13 contains 75413 members 
Mstep: Class 15 contains 23222 members 
Mstep: Class 16 contains 15835 members 
Mstep: Class 17 contains 181773 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288992.000000 Penalty: 50478.558594
Iteration 55Q: 16 clusters Score -9.828899e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 187639 members 
Mstep: Class 4 contains 11742 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 154325 members 
Mstep: Class 11 contains 84844 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 75370 members 
Mstep: Class 15 contains 23279 members 
Mstep: Class 16 contains 16201 members 
Mstep: Class 17 contains 182550 members 
Mstep: Class 18 contains 19708 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289120.000000 Penalty: 50478.558594
Iteration 56Q: 16 clusters Score -9.828912e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 187697 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 8433 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 153416 members 
Mstep: Class 11 contains 84750 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 75350 members 
Mstep: Class 15 contains 23347 members 
Mstep: Class 16 contains 16554 members 
Mstep: Class 17 contains 183064 members 
Mstep: Class 18 contains 19714 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288720.000000 Penalty: 50478.558594
Iteration 57Q: 16 clusters Score -9.828872e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 187865 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 8415 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 152541 members 
Mstep: Class 11 contains 84692 members 
Mstep: Class 12 contains 10907 members 
Mstep: Class 13 contains 75335 members 
Mstep: Class 15 contains 23420 members 
Mstep: Class 16 contains 16896 members 
Mstep: Class 17 contains 183423 members 
Mstep: Class 18 contains 19716 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288640.000000 Penalty: 50478.558594
Iteration 58Q: 16 clusters Score -9.828864e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3679 members 
Mstep: Class 3 contains 188159 members 
Mstep: Class 4 contains 11763 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 151756 members 
Mstep: Class 11 contains 84663 members 
Mstep: Class 12 contains 10926 members 
Mstep: Class 13 contains 75303 members 
Mstep: Class 15 contains 23479 members 
Mstep: Class 16 contains 17202 members 
Mstep: Class 17 contains 183591 members 
Mstep: Class 18 contains 19740 members 
Mstep: Class 19 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288288.000000 Penalty: 50478.558594
Iteration 59Q: 16 clusters Score -9.828829e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 188552 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 151014 members 
Mstep: Class 11 contains 84650 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 75258 members 
Mstep: Class 15 contains 23547 members 
Mstep: Class 16 contains 17473 members 
Mstep: Class 17 contains 183604 members 
Mstep: Class 18 contains 19772 members 
Mstep: Class 19 contains 492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288512.000000 Penalty: 50478.558594
Iteration 60F: 16 clusters Score -9.828851e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3677 members 
Mstep: Class 3 contains 189053 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 8349 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 150282 members 
Mstep: Class 11 contains 84661 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 75210 members 
Mstep: Class 15 contains 23614 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 183499 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288440.000000 Penalty: 50478.558594
Iteration 61Q: 16 clusters Score -9.828844e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 189595 members 
Mstep: Class 4 contains 11820 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 149636 members 
Mstep: Class 11 contains 84685 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 75161 members 
Mstep: Class 15 contains 23682 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 183272 members 
Mstep: Class 18 contains 19819 members 
Mstep: Class 19 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288616.000000 Penalty: 50478.558594
Iteration 62Q: 16 clusters Score -9.828862e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 3 contains 190259 members 
Mstep: Class 4 contains 11831 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 149180 members 
Mstep: Class 11 contains 84684 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 75125 members 
Mstep: Class 15 contains 23740 members 
Mstep: Class 16 contains 18190 members 
Mstep: Class 17 contains 182825 members 
Mstep: Class 18 contains 19832 members 
Mstep: Class 19 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288568.000000 Penalty: 50478.558594
Iteration 63Q: 16 clusters Score -9.828857e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3686 members 
Mstep: Class 3 contains 190917 members 
Mstep: Class 4 contains 11842 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 148734 members 
Mstep: Class 11 contains 84693 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 75087 members 
Mstep: Class 15 contains 23813 members 
Mstep: Class 16 contains 18388 members 
Mstep: Class 17 contains 182342 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288664.000000 Penalty: 50478.558594
Iteration 64Q: 16 clusters Score -9.828866e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3687 members 
Mstep: Class 3 contains 191633 members 
Mstep: Class 4 contains 11856 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 148292 members 
Mstep: Class 11 contains 84732 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 75042 members 
Mstep: Class 15 contains 23860 members 
Mstep: Class 16 contains 18565 members 
Mstep: Class 17 contains 181825 members 
Mstep: Class 18 contains 19872 members 
Mstep: Class 19 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288528.000000 Penalty: 50478.558594
Iteration 65Q: 16 clusters Score -9.828853e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 192336 members 
Mstep: Class 4 contains 11854 members 
Mstep: Class 5 contains 8225 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 147911 members 
Mstep: Class 11 contains 84789 members 
Mstep: Class 12 contains 11115 members 
Mstep: Class 13 contains 74999 members 
Mstep: Class 15 contains 23891 members 
Mstep: Class 16 contains 18730 members 
Mstep: Class 17 contains 181278 members 
Mstep: Class 18 contains 19886 members 
Mstep: Class 19 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288544.000000 Penalty: 50478.558594
Iteration 66Q: 16 clusters Score -9.828854e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 193041 members 
Mstep: Class 4 contains 11864 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 147538 members 
Mstep: Class 11 contains 84838 members 
Mstep: Class 12 contains 11144 members 
Mstep: Class 13 contains 74954 members 
Mstep: Class 15 contains 23924 members 
Mstep: Class 16 contains 18889 members 
Mstep: Class 17 contains 180717 members 
Mstep: Class 18 contains 19893 members 
Mstep: Class 19 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288256.000000 Penalty: 50478.558594
Iteration 67Q: 16 clusters Score -9.828826e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 193772 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 147179 members 
Mstep: Class 11 contains 84896 members 
Mstep: Class 12 contains 11168 members 
Mstep: Class 13 contains 74896 members 
Mstep: Class 15 contains 23952 members 
Mstep: Class 16 contains 19030 members 
Mstep: Class 17 contains 180155 members 
Mstep: Class 18 contains 19900 members 
Mstep: Class 19 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288432.000000 Penalty: 50478.558594
Iteration 68Q: 16 clusters Score -9.828843e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 194471 members 
Mstep: Class 4 contains 11879 members 
Mstep: Class 5 contains 8172 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 146899 members 
Mstep: Class 11 contains 84934 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 74833 members 
Mstep: Class 15 contains 23976 members 
Mstep: Class 16 contains 19156 members 
Mstep: Class 17 contains 179592 members 
Mstep: Class 18 contains 19910 members 
Mstep: Class 19 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288384.000000 Penalty: 50478.558594
Iteration 69Q: 16 clusters Score -9.828838e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 195081 members 
Mstep: Class 4 contains 11877 members 
Mstep: Class 5 contains 8154 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 146629 members 
Mstep: Class 11 contains 85009 members 
Mstep: Class 12 contains 11224 members 
Mstep: Class 13 contains 74784 members 
Mstep: Class 15 contains 24000 members 
Mstep: Class 16 contains 19275 members 
Mstep: Class 17 contains 179054 members 
Mstep: Class 18 contains 19928 members 
Mstep: Class 19 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288704.000000 Penalty: 50478.558594
Iteration 70Q: 16 clusters Score -9.82887e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 195619 members 
Mstep: Class 4 contains 11873 members 
Mstep: Class 5 contains 8141 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 146404 members 
Mstep: Class 11 contains 85121 members 
Mstep: Class 12 contains 11245 members 
Mstep: Class 13 contains 74733 members 
Mstep: Class 15 contains 24023 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 17 contains 178518 members 
Mstep: Class 18 contains 19951 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288768.000000 Penalty: 50478.558594
Iteration 71Q: 16 clusters Score -9.828877e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 196111 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 146192 members 
Mstep: Class 11 contains 85211 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 74691 members 
Mstep: Class 15 contains 24059 members 
Mstep: Class 16 contains 19487 members 
Mstep: Class 17 contains 178048 members 
Mstep: Class 18 contains 19965 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288648.000000 Penalty: 50478.558594
Iteration 72Q: 16 clusters Score -9.828865e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 196531 members 
Mstep: Class 4 contains 11865 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 145958 members 
Mstep: Class 11 contains 85325 members 
Mstep: Class 12 contains 11275 members 
Mstep: Class 13 contains 74642 members 
Mstep: Class 15 contains 24087 members 
Mstep: Class 16 contains 19585 members 
Mstep: Class 17 contains 177657 members 
Mstep: Class 18 contains 19985 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288488.000000 Penalty: 50478.558594
Iteration 73Q: 16 clusters Score -9.828849e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 196896 members 
Mstep: Class 4 contains 11872 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 145720 members 
Mstep: Class 11 contains 85432 members 
Mstep: Class 12 contains 11291 members 
Mstep: Class 13 contains 74593 members 
Mstep: Class 15 contains 24108 members 
Mstep: Class 16 contains 19677 members 
Mstep: Class 17 contains 177342 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
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Score: -98288480.000000 Penalty: 50478.558594
Iteration 74Q: 16 clusters Score -9.828848e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 197268 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 8076 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 145471 members 
Mstep: Class 11 contains 85527 members 
Mstep: Class 12 contains 11306 members 
Mstep: Class 13 contains 74540 members 
Mstep: Class 15 contains 24132 members 
Mstep: Class 16 contains 19773 members 
Mstep: Class 17 contains 177031 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
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Score: -98288504.000000 Penalty: 50478.558594
Iteration 75Q: 16 clusters Score -9.82885e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 197595 members 
Mstep: Class 4 contains 11876 members 
Mstep: Class 5 contains 8059 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 145271 members 
Mstep: Class 11 contains 85619 members 
Mstep: Class 12 contains 11310 members 
Mstep: Class 13 contains 74482 members 
Mstep: Class 15 contains 24152 members 
Mstep: Class 16 contains 19876 members 
Mstep: Class 17 contains 176740 members 
Mstep: Class 18 contains 20037 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288488.000000 Penalty: 50478.558594
Iteration 76Q: 16 clusters Score -9.828849e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 197889 members 
Mstep: Class 4 contains 11880 members 
Mstep: Class 5 contains 8043 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 145033 members 
Mstep: Class 11 contains 85718 members 
Mstep: Class 12 contains 11320 members 
Mstep: Class 13 contains 74442 members 
Mstep: Class 15 contains 24181 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 176472 members 
Mstep: Class 18 contains 20064 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288392.000000 Penalty: 50478.558594
Iteration 77Q: 16 clusters Score -9.828839e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198147 members 
Mstep: Class 4 contains 11883 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 144810 members 
Mstep: Class 11 contains 85793 members 
Mstep: Class 12 contains 11334 members 
Mstep: Class 13 contains 74393 members 
Mstep: Class 15 contains 24207 members 
Mstep: Class 16 contains 20080 members 
Mstep: Class 17 contains 176255 members 
Mstep: Class 18 contains 20087 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288424.000000 Penalty: 50478.558594
Iteration 78Q: 16 clusters Score -9.828842e+07 nChanged 1409
Entering ConstructFrom: 
Score: -98288424.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -202371.390625 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -202371.4 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 945 members 
Entering Unmasked Estep 
Score: -199879.781250 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -199879.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -201342.531250 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -201342.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -202422.421875 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -202422.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -203190.656250 Penalty: 3751.862305
	Iteration 3F: 3 clusters Score -203190.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -203701.953125 Penalty: 3751.862305
	Iteration 4F: 3 clusters Score -203702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204123.656250 Penalty: 3751.862305
	Iteration 5Q: 3 clusters Score -204123.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204445.593750 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -204445.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -204580.156250 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -204580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -204597.234375 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -204597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -204600.328125 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -204600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -204602.125000 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -204602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -204603.281250 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -204603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -204603.281250 Penalty: 3751.862305
	Iteration 12F: 3 clusters Score -204603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198370 members 
Mstep: Class 4 contains 11883 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 144593 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 11 contains 85845 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 74352 members 
Mstep: Class 15 contains 24233 members 
Mstep: Class 16 contains 20157 members 
Mstep: Class 17 contains 176105 members 
Mstep: Class 18 contains 20118 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98289208.000000 Penalty: 53843.792969
Splitting cluster 1 changes total score from -98288424.000000 to -98289208.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -458501.937500 Penalty: 2036.851562
	Iteration 0F: 2 clusters Score -458501.9 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 1861 members 
Entering Unmasked Estep 
Score: -454807.406250 Penalty: 4073.703125
	Iteration 0F: 3 clusters Score -454807.4 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455650.718750 Penalty: 4073.703125
	Iteration 1F: 3 clusters Score -455650.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -455924.500000 Penalty: 4073.703125
	Iteration 2F: 3 clusters Score -455924.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -456183.218750 Penalty: 4073.703125
	Iteration 3F: 3 clusters Score -456183.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -456440.906250 Penalty: 4073.703125
	Iteration 4F: 3 clusters Score -456440.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -456637.375000 Penalty: 4073.703125
	Iteration 5F: 3 clusters Score -456637.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -456767.593750 Penalty: 4073.703125
	Iteration 6Q: 3 clusters Score -456767.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -456866.812500 Penalty: 4073.703125
	Iteration 7Q: 3 clusters Score -456866.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -456955.781250 Penalty: 4073.703125
	Iteration 8Q: 3 clusters Score -456955.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -457022.562500 Penalty: 4073.703125
	Iteration 9Q: 3 clusters Score -457022.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -457074.187500 Penalty: 4073.703125
	Iteration 10Q: 3 clusters Score -457074.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -457124.312500 Penalty: 4073.703125
	Iteration 11Q: 3 clusters Score -457124.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -457167.906250 Penalty: 4073.703125
	Iteration 12Q: 3 clusters Score -457167.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -457195.343750 Penalty: 4073.703125
	Iteration 13Q: 3 clusters Score -457195.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -457214.375000 Penalty: 4073.703125
	Iteration 14Q: 3 clusters Score -457214.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -457231.968750 Penalty: 4073.703125
	Iteration 15Q: 3 clusters Score -457232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -457251.531250 Penalty: 4073.703125
	Iteration 16Q: 3 clusters Score -457251.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -457270.750000 Penalty: 4073.703125
	Iteration 17Q: 3 clusters Score -457270.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -457283.062500 Penalty: 4073.703125
	Iteration 18Q: 3 clusters Score -457283.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -457292.343750 Penalty: 4073.703125
	Iteration 19Q: 3 clusters Score -457292.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -457301.000000 Penalty: 4073.703125
	Iteration 20F: 3 clusters Score -457301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -457309.500000 Penalty: 4073.703125
	Iteration 21Q: 3 clusters Score -457309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -457313.906250 Penalty: 4073.703125
	Iteration 22Q: 3 clusters Score -457313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -457316.062500 Penalty: 4073.703125
	Iteration 23Q: 3 clusters Score -457316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -457316.437500 Penalty: 4073.703125
	Iteration 24Q: 3 clusters Score -457316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -457317.937500 Penalty: 4073.703125
	Iteration 25Q: 3 clusters Score -457317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -457317.937500 Penalty: 4073.703125
	Iteration 26F: 3 clusters Score -457317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (198370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198370 members 
Entering Unmasked Estep 
Score: -25379148.000000 Penalty: 3025.076660
	Iteration 0F: 2 clusters Score -2.537915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -25251520.000000 Penalty: 6050.153320
	Iteration 0F: 3 clusters Score -2.525152e+07 nChanged 95066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -25307154.000000 Penalty: 6050.153320
	Iteration 1F: 3 clusters Score -2.530715e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 116066 members 
Entering Unmasked Estep 
Score: -25309384.000000 Penalty: 6050.153320
	Iteration 2Q: 3 clusters Score -2.530938e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -25313830.000000 Penalty: 6050.153320
	Iteration 3Q: 3 clusters Score -2.531383e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 138730 members 
Entering Unmasked Estep 
Score: -25322444.000000 Penalty: 6050.153320
	Iteration 4F: 3 clusters Score -2.532244e+07 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -25338166.000000 Penalty: 6050.153320
	Iteration 5F: 3 clusters Score -2.533817e+07 nChanged 20095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 176898 members 
Entering Unmasked Estep 
Score: -25357760.000000 Penalty: 6050.153320
	Iteration 6F: 3 clusters Score -2.535776e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -25370290.000000 Penalty: 6050.153320
	Iteration 7F: 3 clusters Score -2.537029e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -25374956.000000 Penalty: 6050.153320
	Iteration 8Q: 3 clusters Score -2.537496e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 197979 members 
Entering Unmasked Estep 
Score: -25376010.000000 Penalty: 6050.153320
	Iteration 9Q: 3 clusters Score -2.537601e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198176 members 
Entering Unmasked Estep 
Score: -25376302.000000 Penalty: 6050.153320
	Iteration 10Q: 3 clusters Score -2.53763e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 198215 members 
Entering Unmasked Estep 
Score: -25376376.000000 Penalty: 6050.153320
	Iteration 11Q: 3 clusters Score -2.537638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 198222 members 
Entering Unmasked Estep 
Score: -25376414.000000 Penalty: 6050.153320
	Iteration 12Q: 3 clusters Score -2.537641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198224 members 
Entering Unmasked Estep 
Score: -25376432.000000 Penalty: 6050.153320
	Iteration 13Q: 3 clusters Score -2.537643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 198226 members 
Entering Unmasked Estep 
Score: -25376462.000000 Penalty: 6050.153320
	Iteration 14Q: 3 clusters Score -2.537646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198228 members 
Entering Unmasked Estep 
Score: -25376452.000000 Penalty: 6050.153320
	Iteration 15Q: 3 clusters Score -2.537645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198228 members 
Entering Unmasked Estep 
Score: -25376462.000000 Penalty: 6050.153320
	Iteration 16Q: 3 clusters Score -2.537646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198228 members 
Entering Unmasked Estep 
Score: -25376462.000000 Penalty: 6050.153320
	Iteration 17F: 3 clusters Score -2.537646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Entering Unmasked Estep 
Score: -1437385.250000 Penalty: 2326.950195
	Iteration 0F: 2 clusters Score -1437385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1428461.125000 Penalty: 4653.900391
	Iteration 0F: 3 clusters Score -1428461 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1431148.125000 Penalty: 4653.900391
	Iteration 1F: 3 clusters Score -1431148 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1431498.500000 Penalty: 4653.900391
	Iteration 2F: 3 clusters Score -1431498 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1431873.750000 Penalty: 4653.900391
	Iteration 3F: 3 clusters Score -1431874 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1432214.875000 Penalty: 4653.900391
	Iteration 4Q: 3 clusters Score -1432215 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1432474.750000 Penalty: 4653.900391
	Iteration 5Q: 3 clusters Score -1432475 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1432716.125000 Penalty: 4653.900391
	Iteration 6Q: 3 clusters Score -1432716 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1432973.250000 Penalty: 4653.900391
	Iteration 7Q: 3 clusters Score -1432973 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1433212.375000 Penalty: 4653.900391
	Iteration 8Q: 3 clusters Score -1433212 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1433442.750000 Penalty: 4653.900391
	Iteration 9Q: 3 clusters Score -1433443 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1433630.875000 Penalty: 4653.900391
	Iteration 10Q: 3 clusters Score -1433631 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1433780.875000 Penalty: 4653.900391
	Iteration 11Q: 3 clusters Score -1433781 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1433926.125000 Penalty: 4653.900391
	Iteration 12Q: 3 clusters Score -1433926 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1434044.250000 Penalty: 4653.900391
	Iteration 13Q: 3 clusters Score -1434044 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1434136.750000 Penalty: 4653.900391
	Iteration 14Q: 3 clusters Score -1434137 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1434209.625000 Penalty: 4653.900391
	Iteration 15Q: 3 clusters Score -1434210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1434278.875000 Penalty: 4653.900391
	Iteration 16Q: 3 clusters Score -1434279 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1434338.375000 Penalty: 4653.900391
	Iteration 17Q: 3 clusters Score -1434338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1434403.250000 Penalty: 4653.900391
	Iteration 18Q: 3 clusters Score -1434403 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1434445.500000 Penalty: 4653.900391
	Iteration 19Q: 3 clusters Score -1434446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1434481.000000 Penalty: 4653.900391
	Iteration 20F: 3 clusters Score -1434481 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1434509.000000 Penalty: 4653.900391
	Iteration 21Q: 3 clusters Score -1434509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1434540.750000 Penalty: 4653.900391
	Iteration 22Q: 3 clusters Score -1434541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1434564.125000 Penalty: 4653.900391
	Iteration 23Q: 3 clusters Score -1434564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1434584.875000 Penalty: 4653.900391
	Iteration 24Q: 3 clusters Score -1434585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1434603.375000 Penalty: 4653.900391
	Iteration 25Q: 3 clusters Score -1434603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1434612.375000 Penalty: 4653.900391
	Iteration 26Q: 3 clusters Score -1434612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1434625.375000 Penalty: 4653.900391
	Iteration 27Q: 3 clusters Score -1434625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1434636.000000 Penalty: 4653.900391
	Iteration 28Q: 3 clusters Score -1434636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1434642.750000 Penalty: 4653.900391
	Iteration 29Q: 3 clusters Score -1434643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1434650.875000 Penalty: 4653.900391
	Iteration 30Q: 3 clusters Score -1434651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1434657.125000 Penalty: 4653.900391
	Iteration 31Q: 3 clusters Score -1434657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1434661.375000 Penalty: 4653.900391
	Iteration 32Q: 3 clusters Score -1434661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1434663.250000 Penalty: 4653.900391
	Iteration 33Q: 3 clusters Score -1434663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1434660.625000 Penalty: 4653.900391
	Iteration 34Q: 3 clusters Score -1434661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1434665.875000 Penalty: 4653.900391
	Iteration 35Q: 3 clusters Score -1434666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1434666.125000 Penalty: 4653.900391
	Iteration 36Q: 3 clusters Score -1434666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1434669.875000 Penalty: 4653.900391
	Iteration 37Q: 3 clusters Score -1434670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1434670.125000 Penalty: 4653.900391
	Iteration 38Q: 3 clusters Score -1434670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1434669.625000 Penalty: 4653.900391
	Iteration 39Q: 3 clusters Score -1434670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1434671.000000 Penalty: 4653.900391
	Iteration 40F: 3 clusters Score -1434671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1434671.625000 Penalty: 4653.900391
	Iteration 41Q: 3 clusters Score -1434672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1434671.875000 Penalty: 4653.900391
	Iteration 42Q: 3 clusters Score -1434672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1434671.250000 Penalty: 4653.900391
	Iteration 43Q: 3 clusters Score -1434671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1434675.250000 Penalty: 4653.900391
	Iteration 44Q: 3 clusters Score -1434675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1434673.375000 Penalty: 4653.900391
	Iteration 45Q: 3 clusters Score -1434673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1434674.750000 Penalty: 4653.900391
	Iteration 46Q: 3 clusters Score -1434675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1434670.375000 Penalty: 4653.900391
	Iteration 47Q: 3 clusters Score -1434670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1434675.750000 Penalty: 4653.900391
	Iteration 48Q: 3 clusters Score -1434676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1434673.625000 Penalty: 4653.900391
	Iteration 49Q: 3 clusters Score -1434674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1434679.000000 Penalty: 4653.900391
	Iteration 50Q: 3 clusters Score -1434679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1434684.125000 Penalty: 4653.900391
	Iteration 51Q: 3 clusters Score -1434684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1434682.875000 Penalty: 4653.900391
	Iteration 52Q: 3 clusters Score -1434683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1434688.625000 Penalty: 4653.900391
	Iteration 53Q: 3 clusters Score -1434689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1434689.000000 Penalty: 4653.900391
	Iteration 54Q: 3 clusters Score -1434689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1434688.625000 Penalty: 4653.900391
	Iteration 55Q: 3 clusters Score -1434689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1434689.625000 Penalty: 4653.900391
	Iteration 56Q: 3 clusters Score -1434690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1434687.625000 Penalty: 4653.900391
	Iteration 57Q: 3 clusters Score -1434688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1434685.625000 Penalty: 4653.900391
	Iteration 58Q: 3 clusters Score -1434686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1434685.500000 Penalty: 4653.900391
	Iteration 59Q: 3 clusters Score -1434686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1434685.750000 Penalty: 4653.900391
	Iteration 60F: 3 clusters Score -1434686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1434687.000000 Penalty: 4653.900391
	Iteration 61Q: 3 clusters Score -1434687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1434689.250000 Penalty: 4653.900391
	Iteration 62Q: 3 clusters Score -1434689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1434687.125000 Penalty: 4653.900391
	Iteration 63Q: 3 clusters Score -1434687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1434690.000000 Penalty: 4653.900391
	Iteration 64Q: 3 clusters Score -1434690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1434692.875000 Penalty: 4653.900391
	Iteration 65Q: 3 clusters Score -1434693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1434695.125000 Penalty: 4653.900391
	Iteration 66Q: 3 clusters Score -1434695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1434694.000000 Penalty: 4653.900391
	Iteration 67Q: 3 clusters Score -1434694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1434693.625000 Penalty: 4653.900391
	Iteration 68Q: 3 clusters Score -1434694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1434697.875000 Penalty: 4653.900391
	Iteration 69Q: 3 clusters Score -1434698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1434698.375000 Penalty: 4653.900391
	Iteration 70Q: 3 clusters Score -1434698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1434700.375000 Penalty: 4653.900391
	Iteration 71Q: 3 clusters Score -1434700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1434704.875000 Penalty: 4653.900391
	Iteration 72Q: 3 clusters Score -1434705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1434708.000000 Penalty: 4653.900391
	Iteration 73Q: 3 clusters Score -1434708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1434709.000000 Penalty: 4653.900391
	Iteration 74Q: 3 clusters Score -1434709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1434710.875000 Penalty: 4653.900391
	Iteration 75Q: 3 clusters Score -1434711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1434713.625000 Penalty: 4653.900391
	Iteration 76Q: 3 clusters Score -1434714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1434717.375000 Penalty: 4653.900391
	Iteration 77Q: 3 clusters Score -1434717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1434721.500000 Penalty: 4653.900391
	Iteration 78Q: 3 clusters Score -1434722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1434717.500000 Penalty: 4653.900391
	Iteration 79Q: 3 clusters Score -1434718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1434726.875000 Penalty: 4653.900391
	Iteration 80F: 3 clusters Score -1434727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1434728.875000 Penalty: 4653.900391
	Iteration 81Q: 3 clusters Score -1434729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1434732.125000 Penalty: 4653.900391
	Iteration 82Q: 3 clusters Score -1434732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1434731.250000 Penalty: 4653.900391
	Iteration 83Q: 3 clusters Score -1434731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1434730.000000 Penalty: 4653.900391
	Iteration 84Q: 3 clusters Score -1434730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1434733.375000 Penalty: 4653.900391
	Iteration 85Q: 3 clusters Score -1434733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1434736.625000 Penalty: 4653.900391
	Iteration 86Q: 3 clusters Score -1434737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1434737.000000 Penalty: 4653.900391
	Iteration 87Q: 3 clusters Score -1434737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1434737.750000 Penalty: 4653.900391
	Iteration 88Q: 3 clusters Score -1434738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1434737.500000 Penalty: 4653.900391
	Iteration 89Q: 3 clusters Score -1434738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1434737.500000 Penalty: 4653.900391
	Iteration 90Q: 3 clusters Score -1434738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1434738.375000 Penalty: 4653.900391
	Iteration 91Q: 3 clusters Score -1434738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1434741.000000 Penalty: 4653.900391
	Iteration 92Q: 3 clusters Score -1434741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1434741.000000 Penalty: 4653.900391
	Iteration 93F: 3 clusters Score -1434741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -984914.750000 Penalty: 2229.320312
	Iteration 0F: 2 clusters Score -984914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -978579.625000 Penalty: 4458.640625
	Iteration 0F: 3 clusters Score -978579.6 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -980400.437500 Penalty: 4458.640625
	Iteration 1F: 3 clusters Score -980400.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -980942.500000 Penalty: 4458.640625
	Iteration 2F: 3 clusters Score -980942.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -981417.687500 Penalty: 4458.640625
	Iteration 3F: 3 clusters Score -981417.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -981823.000000 Penalty: 4458.640625
	Iteration 4F: 3 clusters Score -981823 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -982214.437500 Penalty: 4458.640625
	Iteration 5F: 3 clusters Score -982214.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -982581.562500 Penalty: 4458.640625
	Iteration 6F: 3 clusters Score -982581.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -982905.312500 Penalty: 4458.640625
	Iteration 7F: 3 clusters Score -982905.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -983147.250000 Penalty: 4458.640625
	Iteration 8Q: 3 clusters Score -983147.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -983332.562500 Penalty: 4458.640625
	Iteration 9Q: 3 clusters Score -983332.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -983453.187500 Penalty: 4458.640625
	Iteration 10Q: 3 clusters Score -983453.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -983533.062500 Penalty: 4458.640625
	Iteration 11Q: 3 clusters Score -983533.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -983591.625000 Penalty: 4458.640625
	Iteration 12Q: 3 clusters Score -983591.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -983638.312500 Penalty: 4458.640625
	Iteration 13Q: 3 clusters Score -983638.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -983669.687500 Penalty: 4458.640625
	Iteration 14Q: 3 clusters Score -983669.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -983711.750000 Penalty: 4458.640625
	Iteration 15Q: 3 clusters Score -983711.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -983743.375000 Penalty: 4458.640625
	Iteration 16Q: 3 clusters Score -983743.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -983786.375000 Penalty: 4458.640625
	Iteration 17Q: 3 clusters Score -983786.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -983814.500000 Penalty: 4458.640625
	Iteration 18Q: 3 clusters Score -983814.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -983849.062500 Penalty: 4458.640625
	Iteration 19Q: 3 clusters Score -983849.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -983873.437500 Penalty: 4458.640625
	Iteration 20F: 3 clusters Score -983873.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -983888.625000 Penalty: 4458.640625
	Iteration 21Q: 3 clusters Score -983888.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -983896.187500 Penalty: 4458.640625
	Iteration 22Q: 3 clusters Score -983896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -983897.562500 Penalty: 4458.640625
	Iteration 23Q: 3 clusters Score -983897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -983899.375000 Penalty: 4458.640625
	Iteration 24Q: 3 clusters Score -983899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -983900.625000 Penalty: 4458.640625
	Iteration 25Q: 3 clusters Score -983900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -983900.750000 Penalty: 4458.640625
	Iteration 26Q: 3 clusters Score -983900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -983900.437500 Penalty: 4458.640625
	Iteration 27Q: 3 clusters Score -983900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -983900.437500 Penalty: 4458.640625
	Iteration 28F: 3 clusters Score -983900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -87132.656250 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -87132.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85451.929688 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -85451.93 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -85993.429688 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -85993.43 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86448.359375 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -86448.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -86761.906250 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -86761.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86919.000000 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -86919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87141.273438 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -87141.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -87611.687500 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -87611.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87656.039062 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -87656.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87694.015625 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -87694.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87738.203125 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -87738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -87756.023438 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -87756.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87758.789062 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -87758.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87758.789062 Penalty: 3333.827148
	Iteration 12F: 3 clusters Score -87758.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198370 members 
Mstep: Class 4 contains 11883 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 259 members 
Mstep: Class 7 contains 144593 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 11 contains 85845 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 74352 members 
Mstep: Class 15 contains 24233 members 
Mstep: Class 16 contains 20157 members 
Mstep: Class 17 contains 176105 members 
Mstep: Class 18 contains 20118 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98288144.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98288424.000000 to -98288144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (144593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144593 members 
Entering Unmasked Estep 
Score: -18501494.000000 Penalty: 2946.656250
	Iteration 0F: 2 clusters Score -1.850149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -18404734.000000 Penalty: 5893.312500
	Iteration 0F: 3 clusters Score -1.840473e+07 nChanged 69206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74077 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -18444910.000000 Penalty: 5893.312500
	Iteration 1F: 3 clusters Score -1.844491e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -18445946.000000 Penalty: 5893.312500
	Iteration 2Q: 3 clusters Score -1.844595e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -18447388.000000 Penalty: 5893.312500
	Iteration 3Q: 3 clusters Score -1.844739e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -18449078.000000 Penalty: 5893.312500
	Iteration 4Q: 3 clusters Score -1.844908e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -18451708.000000 Penalty: 5893.312500
	Iteration 5Q: 3 clusters Score -1.845171e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -18455606.000000 Penalty: 5893.312500
	Iteration 6F: 3 clusters Score -1.845561e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -18460960.000000 Penalty: 5893.312500
	Iteration 7F: 3 clusters Score -1.846096e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -18467612.000000 Penalty: 5893.312500
	Iteration 8F: 3 clusters Score -1.846761e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -18474946.000000 Penalty: 5893.312500
	Iteration 9F: 3 clusters Score -1.847495e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -18481322.000000 Penalty: 5893.312500
	Iteration 10F: 3 clusters Score -1.848132e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -18485738.000000 Penalty: 5893.312500
	Iteration 11Q: 3 clusters Score -1.848574e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -18488222.000000 Penalty: 5893.312500
	Iteration 12Q: 3 clusters Score -1.848822e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -18489512.000000 Penalty: 5893.312500
	Iteration 13Q: 3 clusters Score -1.848951e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -18490558.000000 Penalty: 5893.312500
	Iteration 14Q: 3 clusters Score -1.849056e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -18491492.000000 Penalty: 5893.312500
	Iteration 15Q: 3 clusters Score -1.849149e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -18492272.000000 Penalty: 5893.312500
	Iteration 16Q: 3 clusters Score -1.849227e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119147 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -18492900.000000 Penalty: 5893.312500
	Iteration 17Q: 3 clusters Score -1.84929e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120537 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -18493538.000000 Penalty: 5893.312500
	Iteration 18Q: 3 clusters Score -1.849354e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -18494094.000000 Penalty: 5893.312500
	Iteration 19Q: 3 clusters Score -1.849409e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123196 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -18494494.000000 Penalty: 5893.312500
	Iteration 20F: 3 clusters Score -1.849449e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -18494908.000000 Penalty: 5893.312500
	Iteration 21Q: 3 clusters Score -1.849491e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -18495196.000000 Penalty: 5893.312500
	Iteration 22Q: 3 clusters Score -1.84952e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126634 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -18495506.000000 Penalty: 5893.312500
	Iteration 23Q: 3 clusters Score -1.849551e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127570 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -18495826.000000 Penalty: 5893.312500
	Iteration 24Q: 3 clusters Score -1.849583e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128458 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -18496028.000000 Penalty: 5893.312500
	Iteration 25Q: 3 clusters Score -1.849603e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -18496296.000000 Penalty: 5893.312500
	Iteration 26Q: 3 clusters Score -1.84963e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -18496546.000000 Penalty: 5893.312500
	Iteration 27Q: 3 clusters Score -1.849655e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -18496706.000000 Penalty: 5893.312500
	Iteration 28Q: 3 clusters Score -1.849671e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -18496830.000000 Penalty: 5893.312500
	Iteration 29Q: 3 clusters Score -1.849683e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -18497002.000000 Penalty: 5893.312500
	Iteration 30Q: 3 clusters Score -1.8497e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132541 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -18497134.000000 Penalty: 5893.312500
	Iteration 31Q: 3 clusters Score -1.849713e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133089 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -18497234.000000 Penalty: 5893.312500
	Iteration 32Q: 3 clusters Score -1.849723e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -18497402.000000 Penalty: 5893.312500
	Iteration 33Q: 3 clusters Score -1.84974e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -18497440.000000 Penalty: 5893.312500
	Iteration 34Q: 3 clusters Score -1.849744e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -18497544.000000 Penalty: 5893.312500
	Iteration 35Q: 3 clusters Score -1.849754e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -18497590.000000 Penalty: 5893.312500
	Iteration 36Q: 3 clusters Score -1.849759e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135343 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -18497618.000000 Penalty: 5893.312500
	Iteration 37Q: 3 clusters Score -1.849762e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -18497698.000000 Penalty: 5893.312500
	Iteration 38Q: 3 clusters Score -1.84977e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -18497774.000000 Penalty: 5893.312500
	Iteration 39Q: 3 clusters Score -1.849777e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136540 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -18497818.000000 Penalty: 5893.312500
	Iteration 40F: 3 clusters Score -1.849782e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -18497922.000000 Penalty: 5893.312500
	Iteration 41Q: 3 clusters Score -1.849792e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -18498030.000000 Penalty: 5893.312500
	Iteration 42Q: 3 clusters Score -1.849803e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -18498084.000000 Penalty: 5893.312500
	Iteration 43Q: 3 clusters Score -1.849808e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137862 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -18498138.000000 Penalty: 5893.312500
	Iteration 44Q: 3 clusters Score -1.849814e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -18498198.000000 Penalty: 5893.312500
	Iteration 45Q: 3 clusters Score -1.84982e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138477 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -18498290.000000 Penalty: 5893.312500
	Iteration 46Q: 3 clusters Score -1.849829e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -18498338.000000 Penalty: 5893.312500
	Iteration 47Q: 3 clusters Score -1.849834e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -18498386.000000 Penalty: 5893.312500
	Iteration 48Q: 3 clusters Score -1.849839e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139201 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -18498468.000000 Penalty: 5893.312500
	Iteration 49Q: 3 clusters Score -1.849847e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -18498496.000000 Penalty: 5893.312500
	Iteration 50Q: 3 clusters Score -1.84985e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -18498500.000000 Penalty: 5893.312500
	Iteration 51Q: 3 clusters Score -1.84985e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139879 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -18498558.000000 Penalty: 5893.312500
	Iteration 52Q: 3 clusters Score -1.849856e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140070 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -18498622.000000 Penalty: 5893.312500
	Iteration 53Q: 3 clusters Score -1.849862e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -18498692.000000 Penalty: 5893.312500
	Iteration 54Q: 3 clusters Score -1.849869e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -18498754.000000 Penalty: 5893.312500
	Iteration 55Q: 3 clusters Score -1.849875e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140564 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -18498806.000000 Penalty: 5893.312500
	Iteration 56Q: 3 clusters Score -1.849881e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140742 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -18498836.000000 Penalty: 5893.312500
	Iteration 57Q: 3 clusters Score -1.849884e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18498846.000000 Penalty: 5893.312500
	Iteration 58Q: 3 clusters Score -1.849885e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -18498880.000000 Penalty: 5893.312500
	Iteration 59Q: 3 clusters Score -1.849888e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -18498916.000000 Penalty: 5893.312500
	Iteration 60F: 3 clusters Score -1.849892e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -18498906.000000 Penalty: 5893.312500
	Iteration 61Q: 3 clusters Score -1.849891e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -18498914.000000 Penalty: 5893.312500
	Iteration 62Q: 3 clusters Score -1.849891e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -18498950.000000 Penalty: 5893.312500
	Iteration 63Q: 3 clusters Score -1.849895e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18498988.000000 Penalty: 5893.312500
	Iteration 64Q: 3 clusters Score -1.849899e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -18498996.000000 Penalty: 5893.312500
	Iteration 65Q: 3 clusters Score -1.8499e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -18498992.000000 Penalty: 5893.312500
	Iteration 66Q: 3 clusters Score -1.849899e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141746 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -18498984.000000 Penalty: 5893.312500
	Iteration 67Q: 3 clusters Score -1.849898e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -18498996.000000 Penalty: 5893.312500
	Iteration 68Q: 3 clusters Score -1.8499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -18499056.000000 Penalty: 5893.312500
	Iteration 69Q: 3 clusters Score -1.849906e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -18499064.000000 Penalty: 5893.312500
	Iteration 70Q: 3 clusters Score -1.849906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141955 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -18499050.000000 Penalty: 5893.312500
	Iteration 71Q: 3 clusters Score -1.849905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141993 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -18499074.000000 Penalty: 5893.312500
	Iteration 72Q: 3 clusters Score -1.849907e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -18499082.000000 Penalty: 5893.312500
	Iteration 73Q: 3 clusters Score -1.849908e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142080 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -18499082.000000 Penalty: 5893.312500
	Iteration 74Q: 3 clusters Score -1.849908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142126 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -18499114.000000 Penalty: 5893.312500
	Iteration 75Q: 3 clusters Score -1.849911e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -18499140.000000 Penalty: 5893.312500
	Iteration 76Q: 3 clusters Score -1.849914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142224 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -18499160.000000 Penalty: 5893.312500
	Iteration 77Q: 3 clusters Score -1.849916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -18499152.000000 Penalty: 5893.312500
	Iteration 78Q: 3 clusters Score -1.849915e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -18499186.000000 Penalty: 5893.312500
	Iteration 79Q: 3 clusters Score -1.849919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142348 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -18499226.000000 Penalty: 5893.312500
	Iteration 80F: 3 clusters Score -1.849923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18499218.000000 Penalty: 5893.312500
	Iteration 81Q: 3 clusters Score -1.849922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142410 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -18499226.000000 Penalty: 5893.312500
	Iteration 82Q: 3 clusters Score -1.849923e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142432 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -18499232.000000 Penalty: 5893.312500
	Iteration 83Q: 3 clusters Score -1.849923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -18499228.000000 Penalty: 5893.312500
	Iteration 84Q: 3 clusters Score -1.849923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -18499220.000000 Penalty: 5893.312500
	Iteration 85Q: 3 clusters Score -1.849922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142491 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -18499224.000000 Penalty: 5893.312500
	Iteration 86Q: 3 clusters Score -1.849922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -18499232.000000 Penalty: 5893.312500
	Iteration 87Q: 3 clusters Score -1.849923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -18499246.000000 Penalty: 5893.312500
	Iteration 88Q: 3 clusters Score -1.849925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -18499266.000000 Penalty: 5893.312500
	Iteration 89Q: 3 clusters Score -1.849927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -18499264.000000 Penalty: 5893.312500
	Iteration 90Q: 3 clusters Score -1.849926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -18499272.000000 Penalty: 5893.312500
	Iteration 91Q: 3 clusters Score -1.849927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142613 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -18499300.000000 Penalty: 5893.312500
	Iteration 92Q: 3 clusters Score -1.84993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -18499310.000000 Penalty: 5893.312500
	Iteration 93Q: 3 clusters Score -1.849931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -18499328.000000 Penalty: 5893.312500
	Iteration 94Q: 3 clusters Score -1.849933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142673 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5893.312500
	Iteration 95Q: 3 clusters Score -1.849934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -18499326.000000 Penalty: 5893.312500
	Iteration 96Q: 3 clusters Score -1.849933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -18499328.000000 Penalty: 5893.312500
	Iteration 97Q: 3 clusters Score -1.849933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142714 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -18499332.000000 Penalty: 5893.312500
	Iteration 98Q: 3 clusters Score -1.849933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -18499318.000000 Penalty: 5893.312500
	Iteration 99Q: 3 clusters Score -1.849932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142724 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18499326.000000 Penalty: 5893.312500
	Iteration 100F: 3 clusters Score -1.849933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142728 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18499340.000000 Penalty: 5893.312500
	Iteration 101Q: 3 clusters Score -1.849934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18499334.000000 Penalty: 5893.312500
	Iteration 102Q: 3 clusters Score -1.849933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18499348.000000 Penalty: 5893.312500
	Iteration 103Q: 3 clusters Score -1.849935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142737 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -18499338.000000 Penalty: 5893.312500
	Iteration 104Q: 3 clusters Score -1.849934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5893.312500
	Iteration 105Q: 3 clusters Score -1.849934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142749 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18499356.000000 Penalty: 5893.312500
	Iteration 106Q: 3 clusters Score -1.849936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18499346.000000 Penalty: 5893.312500
	Iteration 107Q: 3 clusters Score -1.849935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -18499354.000000 Penalty: 5893.312500
	Iteration 108Q: 3 clusters Score -1.849935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -18499350.000000 Penalty: 5893.312500
	Iteration 109Q: 3 clusters Score -1.849935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5893.312500
	Iteration 110Q: 3 clusters Score -1.849934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -18499344.000000 Penalty: 5893.312500
	Iteration 111F: 3 clusters Score -1.849934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Entering Unmasked Estep 
Score: -11045072.000000 Penalty: 2817.354004
	Iteration 0F: 2 clusters Score -1.104507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -10987855.000000 Penalty: 5634.708008
	Iteration 0F: 3 clusters Score -1.098786e+07 nChanged 40446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -11010742.000000 Penalty: 5634.708008
	Iteration 1F: 3 clusters Score -1.101074e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -11011420.000000 Penalty: 5634.708008
	Iteration 2Q: 3 clusters Score -1.101142e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -11012178.000000 Penalty: 5634.708008
	Iteration 3Q: 3 clusters Score -1.101218e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -11013115.000000 Penalty: 5634.708008
	Iteration 4Q: 3 clusters Score -1.101312e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -11014445.000000 Penalty: 5634.708008
	Iteration 5Q: 3 clusters Score -1.101444e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -11016283.000000 Penalty: 5634.708008
	Iteration 6Q: 3 clusters Score -1.101628e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -11019019.000000 Penalty: 5634.708008
	Iteration 7F: 3 clusters Score -1.101902e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -11023180.000000 Penalty: 5634.708008
	Iteration 8F: 3 clusters Score -1.102318e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -11028458.000000 Penalty: 5634.708008
	Iteration 9F: 3 clusters Score -1.102846e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -11033725.000000 Penalty: 5634.708008
	Iteration 10F: 3 clusters Score -1.103372e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -11037557.000000 Penalty: 5634.708008
	Iteration 11Q: 3 clusters Score -1.103756e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -11039808.000000 Penalty: 5634.708008
	Iteration 12Q: 3 clusters Score -1.103981e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -11040979.000000 Penalty: 5634.708008
	Iteration 13Q: 3 clusters Score -1.104098e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -11041745.000000 Penalty: 5634.708008
	Iteration 14Q: 3 clusters Score -1.104174e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -11042103.000000 Penalty: 5634.708008
	Iteration 15Q: 3 clusters Score -1.10421e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -11042367.000000 Penalty: 5634.708008
	Iteration 16Q: 3 clusters Score -1.104237e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -11042526.000000 Penalty: 5634.708008
	Iteration 17Q: 3 clusters Score -1.104253e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
Score: -11042673.000000 Penalty: 5634.708008
	Iteration 18Q: 3 clusters Score -1.104267e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -11042751.000000 Penalty: 5634.708008
	Iteration 19Q: 3 clusters Score -1.104275e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -11042780.000000 Penalty: 5634.708008
	Iteration 20F: 3 clusters Score -1.104278e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -11042813.000000 Penalty: 5634.708008
	Iteration 21Q: 3 clusters Score -1.104281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -11042860.000000 Penalty: 5634.708008
	Iteration 22Q: 3 clusters Score -1.104286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -11042875.000000 Penalty: 5634.708008
	Iteration 23Q: 3 clusters Score -1.104288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -11042899.000000 Penalty: 5634.708008
	Iteration 24Q: 3 clusters Score -1.10429e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -11042925.000000 Penalty: 5634.708008
	Iteration 25Q: 3 clusters Score -1.104292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -11042927.000000 Penalty: 5634.708008
	Iteration 26Q: 3 clusters Score -1.104293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -11042939.000000 Penalty: 5634.708008
	Iteration 27Q: 3 clusters Score -1.104294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -11042945.000000 Penalty: 5634.708008
	Iteration 28Q: 3 clusters Score -1.104294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -11042979.000000 Penalty: 5634.708008
	Iteration 29Q: 3 clusters Score -1.104298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -11042972.000000 Penalty: 5634.708008
	Iteration 30Q: 3 clusters Score -1.104297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -11042982.000000 Penalty: 5634.708008
	Iteration 31Q: 3 clusters Score -1.104298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -11043009.000000 Penalty: 5634.708008
	Iteration 32Q: 3 clusters Score -1.104301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -11043015.000000 Penalty: 5634.708008
	Iteration 33Q: 3 clusters Score -1.104302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -11043019.000000 Penalty: 5634.708008
	Iteration 34Q: 3 clusters Score -1.104302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -11043022.000000 Penalty: 5634.708008
	Iteration 35Q: 3 clusters Score -1.104302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -11043022.000000 Penalty: 5634.708008
	Iteration 36Q: 3 clusters Score -1.104302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -11043036.000000 Penalty: 5634.708008
	Iteration 37Q: 3 clusters Score -1.104304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -11043045.000000 Penalty: 5634.708008
	Iteration 38Q: 3 clusters Score -1.104304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -11043040.000000 Penalty: 5634.708008
	Iteration 39Q: 3 clusters Score -1.104304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -11043048.000000 Penalty: 5634.708008
	Iteration 40F: 3 clusters Score -1.104305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1477880.000000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1477880 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 5624 members 
Entering Unmasked Estep 
Score: -1469318.125000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1469318 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1471838.500000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1471838 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1472197.625000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1472198 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1472481.250000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1472481 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1472719.500000 Penalty: 4630.963867
	Iteration 4Q: 3 clusters Score -1472720 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1472918.625000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1472919 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1473132.250000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1473132 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1473364.500000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1473364 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1473635.250000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1473635 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1473910.250000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1473910 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1474226.625000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1474227 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1474527.375000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1474527 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1474809.500000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1474810 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1475088.750000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1475089 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1475288.250000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1475288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1475436.000000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1475436 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1475551.625000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1475552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1475630.500000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1475630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1475689.250000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1475689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1475744.750000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1475745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1475777.000000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1475777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1475797.250000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1475797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1475822.250000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1475822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1475838.750000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1475839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1475850.250000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1475850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1475851.250000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1475851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1475855.250000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1475855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1475855.625000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1475856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1475855.625000 Penalty: 4630.963867
	Iteration 28F: 3 clusters Score -1475856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (74352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Entering Unmasked Estep 
Score: -9306238.000000 Penalty: 2781.708496
	Iteration 0F: 2 clusters Score -9306238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -9256437.000000 Penalty: 5563.416992
	Iteration 0F: 3 clusters Score -9256437 nChanged 34797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -9275917.000000 Penalty: 5563.416992
	Iteration 1F: 3 clusters Score -9275917 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -9276486.000000 Penalty: 5563.416992
	Iteration 2Q: 3 clusters Score -9276486 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -9277072.000000 Penalty: 5563.416992
	Iteration 3Q: 3 clusters Score -9277072 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -9277812.000000 Penalty: 5563.416992
	Iteration 4Q: 3 clusters Score -9277812 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -9278849.000000 Penalty: 5563.416992
	Iteration 5Q: 3 clusters Score -9278849 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -9280508.000000 Penalty: 5563.416992
	Iteration 6Q: 3 clusters Score -9280508 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -9283501.000000 Penalty: 5563.416992
	Iteration 7F: 3 clusters Score -9283501 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -9288147.000000 Penalty: 5563.416992
	Iteration 8F: 3 clusters Score -9288147 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -9293593.000000 Penalty: 5563.416992
	Iteration 9F: 3 clusters Score -9293593 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -9298314.000000 Penalty: 5563.416992
	Iteration 10F: 3 clusters Score -9298314 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9301424.000000 Penalty: 5563.416992
	Iteration 11Q: 3 clusters Score -9301424 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9302878.000000 Penalty: 5563.416992
	Iteration 12Q: 3 clusters Score -9302878 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9303467.000000 Penalty: 5563.416992
	Iteration 13Q: 3 clusters Score -9303467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9303740.000000 Penalty: 5563.416992
	Iteration 14Q: 3 clusters Score -9303740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9303846.000000 Penalty: 5563.416992
	Iteration 15Q: 3 clusters Score -9303846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9303901.000000 Penalty: 5563.416992
	Iteration 16Q: 3 clusters Score -9303901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9303937.000000 Penalty: 5563.416992
	Iteration 17Q: 3 clusters Score -9303937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9303950.000000 Penalty: 5563.416992
	Iteration 18Q: 3 clusters Score -9303950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9303964.000000 Penalty: 5563.416992
	Iteration 19Q: 3 clusters Score -9303964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9303978.000000 Penalty: 5563.416992
	Iteration 20F: 3 clusters Score -9303978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9303979.000000 Penalty: 5563.416992
	Iteration 21Q: 3 clusters Score -9303979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9303975.000000 Penalty: 5563.416992
	Iteration 22Q: 3 clusters Score -9303975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9303977.000000 Penalty: 5563.416992
	Iteration 23Q: 3 clusters Score -9303977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9303990.000000 Penalty: 5563.416992
	Iteration 24Q: 3 clusters Score -9303990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9303990.000000 Penalty: 5563.416992
	Iteration 25Q: 3 clusters Score -9303990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9303997.000000 Penalty: 5563.416992
	Iteration 26Q: 3 clusters Score -9303997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9304015.000000 Penalty: 5563.416992
	Iteration 27Q: 3 clusters Score -9304015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9304012.000000 Penalty: 5563.416992
	Iteration 28Q: 3 clusters Score -9304012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9304016.000000 Penalty: 5563.416992
	Iteration 29Q: 3 clusters Score -9304016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9304018.000000 Penalty: 5563.416992
	Iteration 30Q: 3 clusters Score -9304018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9304028.000000 Penalty: 5563.416992
	Iteration 31Q: 3 clusters Score -9304028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9304023.000000 Penalty: 5563.416992
	Iteration 32Q: 3 clusters Score -9304023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9304029.000000 Penalty: 5563.416992
	Iteration 33Q: 3 clusters Score -9304029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9304026.000000 Penalty: 5563.416992
	Iteration 34Q: 3 clusters Score -9304026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9304036.000000 Penalty: 5563.416992
	Iteration 35Q: 3 clusters Score -9304036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9304043.000000 Penalty: 5563.416992
	Iteration 36Q: 3 clusters Score -9304043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9304045.000000 Penalty: 5563.416992
	Iteration 37Q: 3 clusters Score -9304045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9304046.000000 Penalty: 5563.416992
	Iteration 38Q: 3 clusters Score -9304046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9304050.000000 Penalty: 5563.416992
	Iteration 39Q: 3 clusters Score -9304050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9304053.000000 Penalty: 5563.416992
	Iteration 40F: 3 clusters Score -9304053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9304058.000000 Penalty: 5563.416992
	Iteration 41Q: 3 clusters Score -9304058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9304075.000000 Penalty: 5563.416992
	Iteration 42Q: 3 clusters Score -9304075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9304070.000000 Penalty: 5563.416992
	Iteration 43Q: 3 clusters Score -9304070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9304072.000000 Penalty: 5563.416992
	Iteration 44Q: 3 clusters Score -9304072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9304072.000000 Penalty: 5563.416992
	Iteration 45Q: 3 clusters Score -9304072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9304072.000000 Penalty: 5563.416992
	Iteration 46F: 3 clusters Score -9304072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Entering Unmasked Estep 
Score: -3151158.750000 Penalty: 2503.676758
	Iteration 0F: 2 clusters Score -3151159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3134366.500000 Penalty: 5007.353516
	Iteration 0F: 3 clusters Score -3134366 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3140086.500000 Penalty: 5007.353516
	Iteration 1F: 3 clusters Score -3140086 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3140516.750000 Penalty: 5007.353516
	Iteration 2Q: 3 clusters Score -3140517 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3140903.750000 Penalty: 5007.353516
	Iteration 3Q: 3 clusters Score -3140904 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3141256.750000 Penalty: 5007.353516
	Iteration 4Q: 3 clusters Score -3141257 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3141639.000000 Penalty: 5007.353516
	Iteration 5Q: 3 clusters Score -3141639 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3142113.750000 Penalty: 5007.353516
	Iteration 6Q: 3 clusters Score -3142114 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3142706.000000 Penalty: 5007.353516
	Iteration 7Q: 3 clusters Score -3142706 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3143474.500000 Penalty: 5007.353516
	Iteration 8Q: 3 clusters Score -3143474 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3144459.500000 Penalty: 5007.353516
	Iteration 9F: 3 clusters Score -3144460 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3145506.250000 Penalty: 5007.353516
	Iteration 10F: 3 clusters Score -3145506 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3146403.000000 Penalty: 5007.353516
	Iteration 11Q: 3 clusters Score -3146403 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3147125.500000 Penalty: 5007.353516
	Iteration 12Q: 3 clusters Score -3147126 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3147676.000000 Penalty: 5007.353516
	Iteration 13Q: 3 clusters Score -3147676 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3148038.500000 Penalty: 5007.353516
	Iteration 14Q: 3 clusters Score -3148038 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3148305.250000 Penalty: 5007.353516
	Iteration 15Q: 3 clusters Score -3148305 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3148466.250000 Penalty: 5007.353516
	Iteration 16Q: 3 clusters Score -3148466 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3148605.500000 Penalty: 5007.353516
	Iteration 17Q: 3 clusters Score -3148606 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3148692.000000 Penalty: 5007.353516
	Iteration 18Q: 3 clusters Score -3148692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3148747.500000 Penalty: 5007.353516
	Iteration 19Q: 3 clusters Score -3148748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3148803.250000 Penalty: 5007.353516
	Iteration 20F: 3 clusters Score -3148803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3148843.250000 Penalty: 5007.353516
	Iteration 21Q: 3 clusters Score -3148843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3148875.500000 Penalty: 5007.353516
	Iteration 22Q: 3 clusters Score -3148876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3148903.750000 Penalty: 5007.353516
	Iteration 23Q: 3 clusters Score -3148904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3148921.750000 Penalty: 5007.353516
	Iteration 24Q: 3 clusters Score -3148922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3148940.500000 Penalty: 5007.353516
	Iteration 25Q: 3 clusters Score -3148940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3148956.750000 Penalty: 5007.353516
	Iteration 26Q: 3 clusters Score -3148957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3148970.500000 Penalty: 5007.353516
	Iteration 27Q: 3 clusters Score -3148970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3148987.500000 Penalty: 5007.353516
	Iteration 28Q: 3 clusters Score -3148988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3148992.250000 Penalty: 5007.353516
	Iteration 29Q: 3 clusters Score -3148992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3148999.500000 Penalty: 5007.353516
	Iteration 30Q: 3 clusters Score -3149000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3149004.500000 Penalty: 5007.353516
	Iteration 31Q: 3 clusters Score -3149004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3149004.000000 Penalty: 5007.353516
	Iteration 32Q: 3 clusters Score -3149004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3149004.000000 Penalty: 5007.353516
	Iteration 33Q: 3 clusters Score -3149004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3149006.750000 Penalty: 5007.353516
	Iteration 34Q: 3 clusters Score -3149007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3149004.750000 Penalty: 5007.353516
	Iteration 35Q: 3 clusters Score -3149005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3149006.500000 Penalty: 5007.353516
	Iteration 36Q: 3 clusters Score -3149006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3149002.750000 Penalty: 5007.353516
	Iteration 37Q: 3 clusters Score -3149003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3149007.000000 Penalty: 5007.353516
	Iteration 38Q: 3 clusters Score -3149007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3149008.250000 Penalty: 5007.353516
	Iteration 39Q: 3 clusters Score -3149008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3149009.250000 Penalty: 5007.353516
	Iteration 40F: 3 clusters Score -3149009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3149010.250000 Penalty: 5007.353516
	Iteration 41Q: 3 clusters Score -3149010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3149010.000000 Penalty: 5007.353516
	Iteration 42Q: 3 clusters Score -3149010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3149010.000000 Penalty: 5007.353516
	Iteration 43F: 3 clusters Score -3149010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Entering Unmasked Estep 
Score: -2619077.750000 Penalty: 2458.004150
	Iteration 0F: 2 clusters Score -2619078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2604892.750000 Penalty: 4916.008301
	Iteration 0F: 3 clusters Score -2604893 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2609720.250000 Penalty: 4916.008301
	Iteration 1F: 3 clusters Score -2609720 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2610162.000000 Penalty: 4916.008301
	Iteration 2F: 3 clusters Score -2610162 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2610538.250000 Penalty: 4916.008301
	Iteration 3Q: 3 clusters Score -2610538 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2610897.250000 Penalty: 4916.008301
	Iteration 4Q: 3 clusters Score -2610897 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2611292.250000 Penalty: 4916.008301
	Iteration 5Q: 3 clusters Score -2611292 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2611845.750000 Penalty: 4916.008301
	Iteration 6Q: 3 clusters Score -2611846 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2612659.500000 Penalty: 4916.008301
	Iteration 7F: 3 clusters Score -2612660 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2613751.500000 Penalty: 4916.008301
	Iteration 8F: 3 clusters Score -2613752 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2614941.250000 Penalty: 4916.008301
	Iteration 9F: 3 clusters Score -2614941 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2615973.500000 Penalty: 4916.008301
	Iteration 10F: 3 clusters Score -2615974 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2616597.000000 Penalty: 4916.008301
	Iteration 11Q: 3 clusters Score -2616597 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2616968.000000 Penalty: 4916.008301
	Iteration 12Q: 3 clusters Score -2616968 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2617165.250000 Penalty: 4916.008301
	Iteration 13Q: 3 clusters Score -2617165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2617247.250000 Penalty: 4916.008301
	Iteration 14Q: 3 clusters Score -2617247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2617308.500000 Penalty: 4916.008301
	Iteration 15Q: 3 clusters Score -2617308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2617341.500000 Penalty: 4916.008301
	Iteration 16Q: 3 clusters Score -2617342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2617370.500000 Penalty: 4916.008301
	Iteration 17Q: 3 clusters Score -2617370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2617383.250000 Penalty: 4916.008301
	Iteration 18Q: 3 clusters Score -2617383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2617397.750000 Penalty: 4916.008301
	Iteration 19Q: 3 clusters Score -2617398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2617404.500000 Penalty: 4916.008301
	Iteration 20F: 3 clusters Score -2617404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2617409.750000 Penalty: 4916.008301
	Iteration 21Q: 3 clusters Score -2617410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2617414.500000 Penalty: 4916.008301
	Iteration 22Q: 3 clusters Score -2617414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2617421.250000 Penalty: 4916.008301
	Iteration 23Q: 3 clusters Score -2617421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2617428.750000 Penalty: 4916.008301
	Iteration 24Q: 3 clusters Score -2617429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2617431.000000 Penalty: 4916.008301
	Iteration 25Q: 3 clusters Score -2617431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2617432.750000 Penalty: 4916.008301
	Iteration 26Q: 3 clusters Score -2617433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2617431.750000 Penalty: 4916.008301
	Iteration 27Q: 3 clusters Score -2617432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2617432.750000 Penalty: 4916.008301
	Iteration 28Q: 3 clusters Score -2617433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2617436.500000 Penalty: 4916.008301
	Iteration 29Q: 3 clusters Score -2617436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2617441.500000 Penalty: 4916.008301
	Iteration 30Q: 3 clusters Score -2617442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2617442.000000 Penalty: 4916.008301
	Iteration 31Q: 3 clusters Score -2617442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2617442.000000 Penalty: 4916.008301
	Iteration 32F: 3 clusters Score -2617442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (176105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176105 members 
Entering Unmasked Estep 
Score: -22551570.000000 Penalty: 2995.551270
	Iteration 0F: 2 clusters Score -2.255157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -22435908.000000 Penalty: 5991.102539
	Iteration 0F: 3 clusters Score -2.243591e+07 nChanged 84404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -22485052.000000 Penalty: 5991.102539
	Iteration 1F: 3 clusters Score -2.248505e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -22485722.000000 Penalty: 5991.102539
	Iteration 2Q: 3 clusters Score -2.248572e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -22486588.000000 Penalty: 5991.102539
	Iteration 3Q: 3 clusters Score -2.248659e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -22487774.000000 Penalty: 5991.102539
	Iteration 4Q: 3 clusters Score -2.248777e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -22489194.000000 Penalty: 5991.102539
	Iteration 5Q: 3 clusters Score -2.248919e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -22491640.000000 Penalty: 5991.102539
	Iteration 6Q: 3 clusters Score -2.249164e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -22495576.000000 Penalty: 5991.102539
	Iteration 7Q: 3 clusters Score -2.249558e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -22501828.000000 Penalty: 5991.102539
	Iteration 8F: 3 clusters Score -2.250183e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -22510764.000000 Penalty: 5991.102539
	Iteration 9F: 3 clusters Score -2.251076e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -22520432.000000 Penalty: 5991.102539
	Iteration 10F: 3 clusters Score -2.252043e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -22526742.000000 Penalty: 5991.102539
	Iteration 11F: 3 clusters Score -2.252674e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -22529558.000000 Penalty: 5991.102539
	Iteration 12Q: 3 clusters Score -2.252956e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 118458 members 
Entering Unmasked Estep 
Score: -22531208.000000 Penalty: 5991.102539
	Iteration 13Q: 3 clusters Score -2.253121e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -22532790.000000 Penalty: 5991.102539
	Iteration 14Q: 3 clusters Score -2.253279e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -22534444.000000 Penalty: 5991.102539
	Iteration 15Q: 3 clusters Score -2.253444e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 127138 members 
Entering Unmasked Estep 
Score: -22535976.000000 Penalty: 5991.102539
	Iteration 16Q: 3 clusters Score -2.253598e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 129879 members 
Entering Unmasked Estep 
Score: -22537358.000000 Penalty: 5991.102539
	Iteration 17Q: 3 clusters Score -2.253736e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 132540 members 
Entering Unmasked Estep 
Score: -22538600.000000 Penalty: 5991.102539
	Iteration 18Q: 3 clusters Score -2.25386e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -22539962.000000 Penalty: 5991.102539
	Iteration 19Q: 3 clusters Score -2.253996e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 137262 members 
Entering Unmasked Estep 
Score: -22540956.000000 Penalty: 5991.102539
	Iteration 20F: 3 clusters Score -2.254096e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -22541856.000000 Penalty: 5991.102539
	Iteration 21Q: 3 clusters Score -2.254186e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -22542588.000000 Penalty: 5991.102539
	Iteration 22Q: 3 clusters Score -2.254259e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -22542998.000000 Penalty: 5991.102539
	Iteration 23Q: 3 clusters Score -2.2543e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 145343 members 
Entering Unmasked Estep 
Score: -22543652.000000 Penalty: 5991.102539
	Iteration 24Q: 3 clusters Score -2.254365e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -22544224.000000 Penalty: 5991.102539
	Iteration 25Q: 3 clusters Score -2.254422e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 149007 members 
Entering Unmasked Estep 
Score: -22544860.000000 Penalty: 5991.102539
	Iteration 26Q: 3 clusters Score -2.254486e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 150753 members 
Entering Unmasked Estep 
Score: -22545278.000000 Penalty: 5991.102539
	Iteration 27Q: 3 clusters Score -2.254528e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -22545748.000000 Penalty: 5991.102539
	Iteration 28Q: 3 clusters Score -2.254575e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 154186 members 
Entering Unmasked Estep 
Score: -22546080.000000 Penalty: 5991.102539
	Iteration 29Q: 3 clusters Score -2.254608e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 155795 members 
Entering Unmasked Estep 
Score: -22546554.000000 Penalty: 5991.102539
	Iteration 30Q: 3 clusters Score -2.254655e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -22546798.000000 Penalty: 5991.102539
	Iteration 31Q: 3 clusters Score -2.25468e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -22547190.000000 Penalty: 5991.102539
	Iteration 32Q: 3 clusters Score -2.254719e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 160156 members 
Entering Unmasked Estep 
Score: -22547502.000000 Penalty: 5991.102539
	Iteration 33Q: 3 clusters Score -2.25475e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -22547930.000000 Penalty: 5991.102539
	Iteration 34Q: 3 clusters Score -2.254793e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -22548146.000000 Penalty: 5991.102539
	Iteration 35Q: 3 clusters Score -2.254815e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -22548414.000000 Penalty: 5991.102539
	Iteration 36Q: 3 clusters Score -2.254841e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -22548676.000000 Penalty: 5991.102539
	Iteration 37Q: 3 clusters Score -2.254868e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 165771 members 
Entering Unmasked Estep 
Score: -22548812.000000 Penalty: 5991.102539
	Iteration 38Q: 3 clusters Score -2.254881e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 166609 members 
Entering Unmasked Estep 
Score: -22548998.000000 Penalty: 5991.102539
	Iteration 39Q: 3 clusters Score -2.2549e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 167360 members 
Entering Unmasked Estep 
Score: -22549166.000000 Penalty: 5991.102539
	Iteration 40F: 3 clusters Score -2.254917e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -22549262.000000 Penalty: 5991.102539
	Iteration 41Q: 3 clusters Score -2.254926e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 168659 members 
Entering Unmasked Estep 
Score: -22549366.000000 Penalty: 5991.102539
	Iteration 42Q: 3 clusters Score -2.254937e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 169220 members 
Entering Unmasked Estep 
Score: -22549490.000000 Penalty: 5991.102539
	Iteration 43Q: 3 clusters Score -2.254949e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -22549512.000000 Penalty: 5991.102539
	Iteration 44Q: 3 clusters Score -2.254951e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -22549554.000000 Penalty: 5991.102539
	Iteration 45Q: 3 clusters Score -2.254955e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -22549598.000000 Penalty: 5991.102539
	Iteration 46Q: 3 clusters Score -2.25496e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 170724 members 
Entering Unmasked Estep 
Score: -22549670.000000 Penalty: 5991.102539
	Iteration 47Q: 3 clusters Score -2.254967e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -22549710.000000 Penalty: 5991.102539
	Iteration 48Q: 3 clusters Score -2.254971e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 171228 members 
Entering Unmasked Estep 
Score: -22549702.000000 Penalty: 5991.102539
	Iteration 49Q: 3 clusters Score -2.25497e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -22549742.000000 Penalty: 5991.102539
	Iteration 50Q: 3 clusters Score -2.254974e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -22549804.000000 Penalty: 5991.102539
	Iteration 51Q: 3 clusters Score -2.25498e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 171729 members 
Entering Unmasked Estep 
Score: -22549780.000000 Penalty: 5991.102539
	Iteration 52Q: 3 clusters Score -2.254978e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -22549820.000000 Penalty: 5991.102539
	Iteration 53Q: 3 clusters Score -2.254982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -22549794.000000 Penalty: 5991.102539
	Iteration 54Q: 3 clusters Score -2.254979e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 172066 members 
Entering Unmasked Estep 
Score: -22549786.000000 Penalty: 5991.102539
	Iteration 55Q: 3 clusters Score -2.254979e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 172162 members 
Entering Unmasked Estep 
Score: -22549758.000000 Penalty: 5991.102539
	Iteration 56Q: 3 clusters Score -2.254976e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -22549770.000000 Penalty: 5991.102539
	Iteration 57Q: 3 clusters Score -2.254977e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 172342 members 
Entering Unmasked Estep 
Score: -22549742.000000 Penalty: 5991.102539
	Iteration 58Q: 3 clusters Score -2.254974e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -22549716.000000 Penalty: 5991.102539
	Iteration 59Q: 3 clusters Score -2.254972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -22549712.000000 Penalty: 5991.102539
	Iteration 60F: 3 clusters Score -2.254971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 172512 members 
Entering Unmasked Estep 
Score: -22549714.000000 Penalty: 5991.102539
	Iteration 61Q: 3 clusters Score -2.254971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 172547 members 
Entering Unmasked Estep 
Score: -22549716.000000 Penalty: 5991.102539
	Iteration 62Q: 3 clusters Score -2.254972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 172597 members 
Entering Unmasked Estep 
Score: -22549742.000000 Penalty: 5991.102539
	Iteration 63Q: 3 clusters Score -2.254974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -22549718.000000 Penalty: 5991.102539
	Iteration 64Q: 3 clusters Score -2.254972e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -22549728.000000 Penalty: 5991.102539
	Iteration 65Q: 3 clusters Score -2.254973e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -22549724.000000 Penalty: 5991.102539
	Iteration 66Q: 3 clusters Score -2.254972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 172764 members 
Entering Unmasked Estep 
Score: -22549700.000000 Penalty: 5991.102539
	Iteration 67Q: 3 clusters Score -2.25497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 172798 members 
Entering Unmasked Estep 
Score: -22549728.000000 Penalty: 5991.102539
	Iteration 68Q: 3 clusters Score -2.254973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -22549740.000000 Penalty: 5991.102539
	Iteration 69Q: 3 clusters Score -2.254974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -22549750.000000 Penalty: 5991.102539
	Iteration 70Q: 3 clusters Score -2.254975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 172874 members 
Entering Unmasked Estep 
Score: -22549742.000000 Penalty: 5991.102539
	Iteration 71Q: 3 clusters Score -2.254974e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -22549740.000000 Penalty: 5991.102539
	Iteration 72Q: 3 clusters Score -2.254974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 172952 members 
Entering Unmasked Estep 
Score: -22549748.000000 Penalty: 5991.102539
	Iteration 73Q: 3 clusters Score -2.254975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -22549758.000000 Penalty: 5991.102539
	Iteration 74Q: 3 clusters Score -2.254976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -22549752.000000 Penalty: 5991.102539
	Iteration 75Q: 3 clusters Score -2.254975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 173044 members 
Entering Unmasked Estep 
Score: -22549762.000000 Penalty: 5991.102539
	Iteration 76Q: 3 clusters Score -2.254976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -22549738.000000 Penalty: 5991.102539
	Iteration 77Q: 3 clusters Score -2.254974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -22549766.000000 Penalty: 5991.102539
	Iteration 78Q: 3 clusters Score -2.254977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -22549790.000000 Penalty: 5991.102539
	Iteration 79Q: 3 clusters Score -2.254979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 173147 members 
Entering Unmasked Estep 
Score: -22549790.000000 Penalty: 5991.102539
	Iteration 80F: 3 clusters Score -2.254979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -22549778.000000 Penalty: 5991.102539
	Iteration 81Q: 3 clusters Score -2.254978e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 173213 members 
Entering Unmasked Estep 
Score: -22549776.000000 Penalty: 5991.102539
	Iteration 82Q: 3 clusters Score -2.254978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 173237 members 
Entering Unmasked Estep 
Score: -22549788.000000 Penalty: 5991.102539
	Iteration 83Q: 3 clusters Score -2.254979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 173261 members 
Entering Unmasked Estep 
Score: -22549794.000000 Penalty: 5991.102539
	Iteration 84Q: 3 clusters Score -2.254979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 173285 members 
Entering Unmasked Estep 
Score: -22549810.000000 Penalty: 5991.102539
	Iteration 85Q: 3 clusters Score -2.254981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -22549802.000000 Penalty: 5991.102539
	Iteration 86Q: 3 clusters Score -2.25498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 173325 members 
Entering Unmasked Estep 
Score: -22549778.000000 Penalty: 5991.102539
	Iteration 87Q: 3 clusters Score -2.254978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 173343 members 
Entering Unmasked Estep 
Score: -22549772.000000 Penalty: 5991.102539
	Iteration 88Q: 3 clusters Score -2.254977e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 173368 members 
Entering Unmasked Estep 
Score: -22549784.000000 Penalty: 5991.102539
	Iteration 89Q: 3 clusters Score -2.254978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 173390 members 
Entering Unmasked Estep 
Score: -22549766.000000 Penalty: 5991.102539
	Iteration 90Q: 3 clusters Score -2.254977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 173408 members 
Entering Unmasked Estep 
Score: -22549752.000000 Penalty: 5991.102539
	Iteration 91Q: 3 clusters Score -2.254975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 173416 members 
Entering Unmasked Estep 
Score: -22549756.000000 Penalty: 5991.102539
	Iteration 92Q: 3 clusters Score -2.254976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 173423 members 
Entering Unmasked Estep 
Score: -22549766.000000 Penalty: 5991.102539
	Iteration 93Q: 3 clusters Score -2.254977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -22549764.000000 Penalty: 5991.102539
	Iteration 94Q: 3 clusters Score -2.254976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 173429 members 
Entering Unmasked Estep 
Score: -22549760.000000 Penalty: 5991.102539
	Iteration 95Q: 3 clusters Score -2.254976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -22549780.000000 Penalty: 5991.102539
	Iteration 96Q: 3 clusters Score -2.254978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -22549764.000000 Penalty: 5991.102539
	Iteration 97Q: 3 clusters Score -2.254976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 173437 members 
Entering Unmasked Estep 
Score: -22549756.000000 Penalty: 5991.102539
	Iteration 98Q: 3 clusters Score -2.254976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 173441 members 
Entering Unmasked Estep 
Score: -22549766.000000 Penalty: 5991.102539
	Iteration 99Q: 3 clusters Score -2.254977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -22549760.000000 Penalty: 5991.102539
	Iteration 100F: 3 clusters Score -2.254976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 173449 members 
Entering Unmasked Estep 
Score: -22549752.000000 Penalty: 5991.102539
	Iteration 101Q: 3 clusters Score -2.254975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -22549730.000000 Penalty: 5991.102539
	Iteration 102Q: 3 clusters Score -2.254973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -22549750.000000 Penalty: 5991.102539
	Iteration 103Q: 3 clusters Score -2.254975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 173465 members 
Entering Unmasked Estep 
Score: -22549750.000000 Penalty: 5991.102539
	Iteration 104Q: 3 clusters Score -2.254975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -22549746.000000 Penalty: 5991.102539
	Iteration 105Q: 3 clusters Score -2.254975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -22549732.000000 Penalty: 5991.102539
	Iteration 106Q: 3 clusters Score -2.254973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -22549724.000000 Penalty: 5991.102539
	Iteration 107Q: 3 clusters Score -2.254972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 173482 members 
Entering Unmasked Estep 
Score: -22549738.000000 Penalty: 5991.102539
	Iteration 108Q: 3 clusters Score -2.254974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -22549732.000000 Penalty: 5991.102539
	Iteration 109Q: 3 clusters Score -2.254973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 173485 members 
Entering Unmasked Estep 
Score: -22549726.000000 Penalty: 5991.102539
	Iteration 110Q: 3 clusters Score -2.254973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -22549724.000000 Penalty: 5991.102539
	Iteration 111Q: 3 clusters Score -2.254972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -22549730.000000 Penalty: 5991.102539
	Iteration 112Q: 3 clusters Score -2.254973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -22549732.000000 Penalty: 5991.102539
	Iteration 113Q: 3 clusters Score -2.254973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -22549732.000000 Penalty: 5991.102539
	Iteration 114F: 3 clusters Score -2.254973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Entering Unmasked Estep 
Score: -2617002.250000 Penalty: 2457.523926
	Iteration 0F: 2 clusters Score -2617002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2602876.500000 Penalty: 4915.047852
	Iteration 0F: 3 clusters Score -2602876 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2607622.750000 Penalty: 4915.047852
	Iteration 1F: 3 clusters Score -2607623 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2608016.250000 Penalty: 4915.047852
	Iteration 2F: 3 clusters Score -2608016 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2608344.500000 Penalty: 4915.047852
	Iteration 3Q: 3 clusters Score -2608344 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2608679.000000 Penalty: 4915.047852
	Iteration 4Q: 3 clusters Score -2608679 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2609044.250000 Penalty: 4915.047852
	Iteration 5Q: 3 clusters Score -2609044 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2609499.750000 Penalty: 4915.047852
	Iteration 6Q: 3 clusters Score -2609500 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2610057.000000 Penalty: 4915.047852
	Iteration 7Q: 3 clusters Score -2610057 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2610694.500000 Penalty: 4915.047852
	Iteration 8F: 3 clusters Score -2610694 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2611467.500000 Penalty: 4915.047852
	Iteration 9F: 3 clusters Score -2611468 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2612318.500000 Penalty: 4915.047852
	Iteration 10F: 3 clusters Score -2612318 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2612934.000000 Penalty: 4915.047852
	Iteration 11Q: 3 clusters Score -2612934 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2613304.750000 Penalty: 4915.047852
	Iteration 12Q: 3 clusters Score -2613305 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2613563.250000 Penalty: 4915.047852
	Iteration 13Q: 3 clusters Score -2613563 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2613730.250000 Penalty: 4915.047852
	Iteration 14Q: 3 clusters Score -2613730 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2613853.250000 Penalty: 4915.047852
	Iteration 15Q: 3 clusters Score -2613853 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2613955.750000 Penalty: 4915.047852
	Iteration 16Q: 3 clusters Score -2613956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2614026.000000 Penalty: 4915.047852
	Iteration 17Q: 3 clusters Score -2614026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2614115.500000 Penalty: 4915.047852
	Iteration 18Q: 3 clusters Score -2614116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2614179.750000 Penalty: 4915.047852
	Iteration 19Q: 3 clusters Score -2614180 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2614214.000000 Penalty: 4915.047852
	Iteration 20F: 3 clusters Score -2614214 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2614259.250000 Penalty: 4915.047852
	Iteration 21Q: 3 clusters Score -2614259 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2614308.250000 Penalty: 4915.047852
	Iteration 22Q: 3 clusters Score -2614308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2614345.000000 Penalty: 4915.047852
	Iteration 23Q: 3 clusters Score -2614345 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2614384.250000 Penalty: 4915.047852
	Iteration 24Q: 3 clusters Score -2614384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2614411.500000 Penalty: 4915.047852
	Iteration 25Q: 3 clusters Score -2614412 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2614443.500000 Penalty: 4915.047852
	Iteration 26Q: 3 clusters Score -2614444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2614474.500000 Penalty: 4915.047852
	Iteration 27Q: 3 clusters Score -2614474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2614507.250000 Penalty: 4915.047852
	Iteration 28Q: 3 clusters Score -2614507 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2614517.750000 Penalty: 4915.047852
	Iteration 29Q: 3 clusters Score -2614518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2614528.250000 Penalty: 4915.047852
	Iteration 30Q: 3 clusters Score -2614528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2614546.000000 Penalty: 4915.047852
	Iteration 31Q: 3 clusters Score -2614546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2614557.500000 Penalty: 4915.047852
	Iteration 32Q: 3 clusters Score -2614558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2614564.250000 Penalty: 4915.047852
	Iteration 33Q: 3 clusters Score -2614564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2614576.750000 Penalty: 4915.047852
	Iteration 34Q: 3 clusters Score -2614577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2614600.250000 Penalty: 4915.047852
	Iteration 35Q: 3 clusters Score -2614600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2614609.250000 Penalty: 4915.047852
	Iteration 36Q: 3 clusters Score -2614609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2614615.000000 Penalty: 4915.047852
	Iteration 37Q: 3 clusters Score -2614615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2614636.250000 Penalty: 4915.047852
	Iteration 38Q: 3 clusters Score -2614636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2614652.750000 Penalty: 4915.047852
	Iteration 39Q: 3 clusters Score -2614653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2614667.750000 Penalty: 4915.047852
	Iteration 40F: 3 clusters Score -2614668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2614680.250000 Penalty: 4915.047852
	Iteration 41Q: 3 clusters Score -2614680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2614691.500000 Penalty: 4915.047852
	Iteration 42Q: 3 clusters Score -2614692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2614718.500000 Penalty: 4915.047852
	Iteration 43Q: 3 clusters Score -2614718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2614735.500000 Penalty: 4915.047852
	Iteration 44Q: 3 clusters Score -2614736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2614741.250000 Penalty: 4915.047852
	Iteration 45Q: 3 clusters Score -2614741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2614754.750000 Penalty: 4915.047852
	Iteration 46Q: 3 clusters Score -2614755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2614768.250000 Penalty: 4915.047852
	Iteration 47Q: 3 clusters Score -2614768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2614771.250000 Penalty: 4915.047852
	Iteration 48Q: 3 clusters Score -2614771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2614788.000000 Penalty: 4915.047852
	Iteration 49Q: 3 clusters Score -2614788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2614796.500000 Penalty: 4915.047852
	Iteration 50Q: 3 clusters Score -2614796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2614797.250000 Penalty: 4915.047852
	Iteration 51Q: 3 clusters Score -2614797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2614807.250000 Penalty: 4915.047852
	Iteration 52Q: 3 clusters Score -2614807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2614811.000000 Penalty: 4915.047852
	Iteration 53Q: 3 clusters Score -2614811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2614816.500000 Penalty: 4915.047852
	Iteration 54Q: 3 clusters Score -2614816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2614817.000000 Penalty: 4915.047852
	Iteration 55Q: 3 clusters Score -2614817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2614822.500000 Penalty: 4915.047852
	Iteration 56Q: 3 clusters Score -2614822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2614830.500000 Penalty: 4915.047852
	Iteration 57Q: 3 clusters Score -2614830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2614829.250000 Penalty: 4915.047852
	Iteration 58Q: 3 clusters Score -2614829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2614832.000000 Penalty: 4915.047852
	Iteration 59Q: 3 clusters Score -2614832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2614838.000000 Penalty: 4915.047852
	Iteration 60F: 3 clusters Score -2614838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2614843.250000 Penalty: 4915.047852
	Iteration 61Q: 3 clusters Score -2614843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2614843.000000 Penalty: 4915.047852
	Iteration 62Q: 3 clusters Score -2614843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2614840.000000 Penalty: 4915.047852
	Iteration 63Q: 3 clusters Score -2614840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2614845.250000 Penalty: 4915.047852
	Iteration 64Q: 3 clusters Score -2614845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2614857.250000 Penalty: 4915.047852
	Iteration 65Q: 3 clusters Score -2614857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2614860.000000 Penalty: 4915.047852
	Iteration 66Q: 3 clusters Score -2614860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2614862.250000 Penalty: 4915.047852
	Iteration 67Q: 3 clusters Score -2614862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2614872.750000 Penalty: 4915.047852
	Iteration 68Q: 3 clusters Score -2614873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2614873.750000 Penalty: 4915.047852
	Iteration 69Q: 3 clusters Score -2614874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2614875.750000 Penalty: 4915.047852
	Iteration 70Q: 3 clusters Score -2614876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2614877.000000 Penalty: 4915.047852
	Iteration 71Q: 3 clusters Score -2614877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2614882.750000 Penalty: 4915.047852
	Iteration 72Q: 3 clusters Score -2614883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2614891.000000 Penalty: 4915.047852
	Iteration 73Q: 3 clusters Score -2614891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2614897.500000 Penalty: 4915.047852
	Iteration 74Q: 3 clusters Score -2614898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2614901.500000 Penalty: 4915.047852
	Iteration 75Q: 3 clusters Score -2614902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2614904.000000 Penalty: 4915.047852
	Iteration 76Q: 3 clusters Score -2614904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2614905.250000 Penalty: 4915.047852
	Iteration 77Q: 3 clusters Score -2614905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2614910.250000 Penalty: 4915.047852
	Iteration 78Q: 3 clusters Score -2614910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2614910.000000 Penalty: 4915.047852
	Iteration 79Q: 3 clusters Score -2614910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2614916.750000 Penalty: 4915.047852
	Iteration 80F: 3 clusters Score -2614917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2614912.750000 Penalty: 4915.047852
	Iteration 81Q: 3 clusters Score -2614913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2614917.500000 Penalty: 4915.047852
	Iteration 82Q: 3 clusters Score -2614918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2614916.250000 Penalty: 4915.047852
	Iteration 83Q: 3 clusters Score -2614916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2614917.750000 Penalty: 4915.047852
	Iteration 84Q: 3 clusters Score -2614918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2614916.500000 Penalty: 4915.047852
	Iteration 85Q: 3 clusters Score -2614916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2614924.250000 Penalty: 4915.047852
	Iteration 86Q: 3 clusters Score -2614924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2614928.000000 Penalty: 4915.047852
	Iteration 87Q: 3 clusters Score -2614928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2614928.750000 Penalty: 4915.047852
	Iteration 88Q: 3 clusters Score -2614929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2614934.000000 Penalty: 4915.047852
	Iteration 89Q: 3 clusters Score -2614934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2614932.250000 Penalty: 4915.047852
	Iteration 90Q: 3 clusters Score -2614932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2614929.500000 Penalty: 4915.047852
	Iteration 91Q: 3 clusters Score -2614930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2614932.500000 Penalty: 4915.047852
	Iteration 92Q: 3 clusters Score -2614932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2614932.500000 Penalty: 4915.047852
	Iteration 93F: 3 clusters Score -2614932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -46036.011719 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -46036.01 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 223 members 
Entering Unmasked Estep 
Score: -44665.496094 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -44665.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44963.496094 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -44963.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45088.925781 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -45088.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45137.906250 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -45137.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -45147.355469 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -45147.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45153.136719 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -45153.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45154.281250 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -45154.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45154.281250 Penalty: 3022.410645
	Iteration 7F: 3 clusters Score -45154.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198370 members 
Mstep: Class 4 contains 11883 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 144593 members 
Mstep: Class 11 contains 85845 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 74352 members 
Mstep: Class 15 contains 24233 members 
Mstep: Class 16 contains 20157 members 
Mstep: Class 17 contains 176105 members 
Mstep: Class 18 contains 20118 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289272.000000 Penalty: 53843.792969
Iteration 79Q: 17 clusters Score -9.828927e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198503 members 
Mstep: Class 4 contains 11885 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 144328 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 11 contains 85916 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 74301 members 
Mstep: Class 15 contains 24257 members 
Mstep: Class 16 contains 20248 members 
Mstep: Class 17 contains 176072 members 
Mstep: Class 18 contains 20147 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289264.000000 Penalty: 53843.792969
Iteration 80F: 17 clusters Score -9.828926e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198569 members 
Mstep: Class 4 contains 11891 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 144058 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 11 contains 86011 members 
Mstep: Class 12 contains 11379 members 
Mstep: Class 13 contains 74251 members 
Mstep: Class 15 contains 24294 members 
Mstep: Class 16 contains 20333 members 
Mstep: Class 17 contains 176084 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289280.000000 Penalty: 53843.792969
Iteration 81Q: 17 clusters Score -9.828928e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198628 members 
Mstep: Class 4 contains 11897 members 
Mstep: Class 5 contains 7977 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 143776 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86111 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 74204 members 
Mstep: Class 15 contains 24333 members 
Mstep: Class 16 contains 20412 members 
Mstep: Class 17 contains 176111 members 
Mstep: Class 18 contains 20182 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289224.000000 Penalty: 53843.792969
Iteration 82Q: 17 clusters Score -9.828922e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 198629 members 
Mstep: Class 4 contains 11907 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 143506 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86212 members 
Mstep: Class 12 contains 11398 members 
Mstep: Class 13 contains 74159 members 
Mstep: Class 15 contains 24372 members 
Mstep: Class 16 contains 20494 members 
Mstep: Class 17 contains 176170 members 
Mstep: Class 18 contains 20206 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289104.000000 Penalty: 53843.792969
Iteration 83Q: 17 clusters Score -9.82891e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 198617 members 
Mstep: Class 4 contains 11917 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 143239 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86327 members 
Mstep: Class 12 contains 11410 members 
Mstep: Class 13 contains 74131 members 
Mstep: Class 15 contains 24420 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 176214 members 
Mstep: Class 18 contains 20228 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289224.000000 Penalty: 53843.792969
Iteration 84Q: 17 clusters Score -9.828922e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198587 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 142957 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86461 members 
Mstep: Class 12 contains 11424 members 
Mstep: Class 13 contains 74112 members 
Mstep: Class 15 contains 24452 members 
Mstep: Class 16 contains 20650 members 
Mstep: Class 17 contains 176282 members 
Mstep: Class 18 contains 20243 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289376.000000 Penalty: 53843.792969
Iteration 85Q: 17 clusters Score -9.828938e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198545 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 142670 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86597 members 
Mstep: Class 12 contains 11427 members 
Mstep: Class 13 contains 74089 members 
Mstep: Class 15 contains 24483 members 
Mstep: Class 16 contains 20741 members 
Mstep: Class 17 contains 176356 members 
Mstep: Class 18 contains 20268 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289160.000000 Penalty: 53843.792969
Iteration 86Q: 17 clusters Score -9.828916e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198539 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 142360 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86706 members 
Mstep: Class 12 contains 11429 members 
Mstep: Class 13 contains 74055 members 
Mstep: Class 15 contains 24513 members 
Mstep: Class 16 contains 20822 members 
Mstep: Class 17 contains 176478 members 
Mstep: Class 18 contains 20278 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289248.000000 Penalty: 53843.792969
Iteration 87Q: 17 clusters Score -9.828925e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198520 members 
Mstep: Class 4 contains 11935 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 142019 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86831 members 
Mstep: Class 12 contains 11432 members 
Mstep: Class 13 contains 74033 members 
Mstep: Class 15 contains 24537 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 176605 members 
Mstep: Class 18 contains 20298 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289176.000000 Penalty: 53843.792969
Iteration 88Q: 17 clusters Score -9.828918e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198502 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 141711 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 86919 members 
Mstep: Class 12 contains 11440 members 
Mstep: Class 13 contains 74001 members 
Mstep: Class 15 contains 24564 members 
Mstep: Class 16 contains 20989 members 
Mstep: Class 17 contains 176750 members 
Mstep: Class 18 contains 20316 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289168.000000 Penalty: 53843.792969
Iteration 89Q: 17 clusters Score -9.828917e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198471 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 141414 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87006 members 
Mstep: Class 12 contains 11452 members 
Mstep: Class 13 contains 73977 members 
Mstep: Class 15 contains 24590 members 
Mstep: Class 16 contains 21045 members 
Mstep: Class 17 contains 176907 members 
Mstep: Class 18 contains 20336 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289120.000000 Penalty: 53843.792969
Iteration 90Q: 17 clusters Score -9.828912e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198418 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 7866 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 141157 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87080 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 13 contains 73948 members 
Mstep: Class 15 contains 24625 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 177055 members 
Mstep: Class 18 contains 20358 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289184.000000 Penalty: 53843.792969
Iteration 91Q: 17 clusters Score -9.828918e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198332 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 140908 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87141 members 
Mstep: Class 12 contains 11461 members 
Mstep: Class 13 contains 73936 members 
Mstep: Class 15 contains 24645 members 
Mstep: Class 16 contains 21168 members 
Mstep: Class 17 contains 177240 members 
Mstep: Class 18 contains 20383 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289032.000000 Penalty: 53843.792969
Iteration 92Q: 17 clusters Score -9.828903e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198280 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 7854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 140693 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87206 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 73913 members 
Mstep: Class 15 contains 24674 members 
Mstep: Class 16 contains 21228 members 
Mstep: Class 17 contains 177357 members 
Mstep: Class 18 contains 20400 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288848.000000 Penalty: 53843.792969
Iteration 93Q: 17 clusters Score -9.828885e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198257 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 7846 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 140468 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87267 members 
Mstep: Class 12 contains 11475 members 
Mstep: Class 13 contains 73886 members 
Mstep: Class 15 contains 24698 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 177471 members 
Mstep: Class 18 contains 20417 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288800.000000 Penalty: 53843.792969
Iteration 94Q: 17 clusters Score -9.82888e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198254 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 140218 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87335 members 
Mstep: Class 12 contains 11488 members 
Mstep: Class 13 contains 73862 members 
Mstep: Class 15 contains 24724 members 
Mstep: Class 16 contains 21354 members 
Mstep: Class 17 contains 177557 members 
Mstep: Class 18 contains 20439 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288744.000000 Penalty: 53843.792969
Iteration 95Q: 17 clusters Score -9.828874e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198254 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 140014 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87422 members 
Mstep: Class 12 contains 11494 members 
Mstep: Class 13 contains 73844 members 
Mstep: Class 15 contains 24740 members 
Mstep: Class 16 contains 21404 members 
Mstep: Class 17 contains 177604 members 
Mstep: Class 18 contains 20458 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289000.000000 Penalty: 53843.792969
Iteration 96Q: 17 clusters Score -9.8289e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198255 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 7828 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 139786 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87495 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 73832 members 
Mstep: Class 15 contains 24758 members 
Mstep: Class 16 contains 21456 members 
Mstep: Class 17 contains 177676 members 
Mstep: Class 18 contains 20476 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289048.000000 Penalty: 53843.792969
Iteration 97Q: 17 clusters Score -9.828905e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198260 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 7824 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 139594 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87572 members 
Mstep: Class 12 contains 11513 members 
Mstep: Class 13 contains 73806 members 
Mstep: Class 15 contains 24773 members 
Mstep: Class 16 contains 21495 members 
Mstep: Class 17 contains 177749 members 
Mstep: Class 18 contains 20482 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289072.000000 Penalty: 53843.792969
Iteration 98Q: 17 clusters Score -9.828907e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198276 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 7819 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 139409 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87637 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 73779 members 
Mstep: Class 15 contains 24784 members 
Mstep: Class 16 contains 21545 members 
Mstep: Class 17 contains 177816 members 
Mstep: Class 18 contains 20482 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289064.000000 Penalty: 53843.792969
Iteration 99Q: 17 clusters Score -9.828906e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198294 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 139223 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87714 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 73754 members 
Mstep: Class 15 contains 24789 members 
Mstep: Class 16 contains 21583 members 
Mstep: Class 17 contains 177871 members 
Mstep: Class 18 contains 20492 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289072.000000 Penalty: 53843.792969
Iteration 100F: 17 clusters Score -9.828907e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198322 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 139064 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87785 members 
Mstep: Class 12 contains 11524 members 
Mstep: Class 13 contains 73742 members 
Mstep: Class 15 contains 24796 members 
Mstep: Class 16 contains 21605 members 
Mstep: Class 17 contains 177910 members 
Mstep: Class 18 contains 20505 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288968.000000 Penalty: 53843.792969
Iteration 101Q: 17 clusters Score -9.828897e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198354 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 7799 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 138884 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87853 members 
Mstep: Class 12 contains 11528 members 
Mstep: Class 13 contains 73737 members 
Mstep: Class 15 contains 24831 members 
Mstep: Class 16 contains 21629 members 
Mstep: Class 17 contains 177939 members 
Mstep: Class 18 contains 20509 members 
Mstep: Class 19 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288872.000000 Penalty: 53843.792969
Iteration 102Q: 17 clusters Score -9.828887e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198379 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 7792 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 138690 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87921 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 73728 members 
Mstep: Class 15 contains 24845 members 
Mstep: Class 16 contains 21648 members 
Mstep: Class 17 contains 178001 members 
Mstep: Class 18 contains 20524 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288848.000000 Penalty: 53843.792969
Iteration 103Q: 17 clusters Score -9.828885e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198386 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 7787 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 138490 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 87992 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 73720 members 
Mstep: Class 15 contains 24862 members 
Mstep: Class 16 contains 21672 members 
Mstep: Class 17 contains 178083 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288800.000000 Penalty: 53843.792969
Iteration 104Q: 17 clusters Score -9.82888e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198418 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 138284 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88064 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 73710 members 
Mstep: Class 15 contains 24878 members 
Mstep: Class 16 contains 21687 members 
Mstep: Class 17 contains 178154 members 
Mstep: Class 18 contains 20539 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288720.000000 Penalty: 53843.792969
Iteration 105Q: 17 clusters Score -9.828872e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198451 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 138070 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88132 members 
Mstep: Class 12 contains 11551 members 
Mstep: Class 13 contains 73704 members 
Mstep: Class 15 contains 24895 members 
Mstep: Class 16 contains 21702 members 
Mstep: Class 17 contains 178224 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288760.000000 Penalty: 53843.792969
Iteration 106Q: 17 clusters Score -9.828876e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198462 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 137877 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88237 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 73697 members 
Mstep: Class 15 contains 24901 members 
Mstep: Class 16 contains 21711 members 
Mstep: Class 17 contains 178280 members 
Mstep: Class 18 contains 20560 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288792.000000 Penalty: 53843.792969
Iteration 107Q: 17 clusters Score -9.828879e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198503 members 
Mstep: Class 4 contains 11952 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 137695 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88340 members 
Mstep: Class 12 contains 11562 members 
Mstep: Class 13 contains 73691 members 
Mstep: Class 15 contains 24913 members 
Mstep: Class 16 contains 21726 members 
Mstep: Class 17 contains 178289 members 
Mstep: Class 18 contains 20565 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288784.000000 Penalty: 53843.792969
Iteration 108Q: 17 clusters Score -9.828878e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198536 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 137521 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88433 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 73671 members 
Mstep: Class 15 contains 24925 members 
Mstep: Class 16 contains 21734 members 
Mstep: Class 17 contains 178315 members 
Mstep: Class 18 contains 20579 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288776.000000 Penalty: 53843.792969
Iteration 109Q: 17 clusters Score -9.828878e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 198550 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 137354 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88521 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 73654 members 
Mstep: Class 15 contains 24932 members 
Mstep: Class 16 contains 21743 members 
Mstep: Class 17 contains 178361 members 
Mstep: Class 18 contains 20589 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288744.000000 Penalty: 53843.792969
Iteration 110Q: 17 clusters Score -9.828874e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 198572 members 
Mstep: Class 4 contains 11960 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 137188 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88609 members 
Mstep: Class 12 contains 11576 members 
Mstep: Class 13 contains 73647 members 
Mstep: Class 15 contains 24934 members 
Mstep: Class 16 contains 21748 members 
Mstep: Class 17 contains 178404 members 
Mstep: Class 18 contains 20599 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288808.000000 Penalty: 53843.792969
Iteration 111Q: 17 clusters Score -9.828881e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 198569 members 
Mstep: Class 4 contains 11960 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 137019 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88702 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 73637 members 
Mstep: Class 15 contains 24947 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 178465 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288760.000000 Penalty: 53843.792969
Iteration 112Q: 17 clusters Score -9.828876e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 198613 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 136832 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88776 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 73623 members 
Mstep: Class 15 contains 24957 members 
Mstep: Class 16 contains 21773 members 
Mstep: Class 17 contains 178517 members 
Mstep: Class 18 contains 20625 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288704.000000 Penalty: 53843.792969
Iteration 113Q: 17 clusters Score -9.82887e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198663 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 136666 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88854 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 73608 members 
Mstep: Class 15 contains 24964 members 
Mstep: Class 16 contains 21778 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20636 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288768.000000 Penalty: 53843.792969
Iteration 114Q: 17 clusters Score -9.828877e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198716 members 
Mstep: Class 4 contains 11951 members 
Mstep: Class 5 contains 7774 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 136518 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88910 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 73595 members 
Mstep: Class 15 contains 24966 members 
Mstep: Class 16 contains 21795 members 
Mstep: Class 17 contains 178577 members 
Mstep: Class 18 contains 20649 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288832.000000 Penalty: 53843.792969
Iteration 115Q: 17 clusters Score -9.828883e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198771 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 136384 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 88959 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 13 contains 73576 members 
Mstep: Class 15 contains 24975 members 
Mstep: Class 16 contains 21809 members 
Mstep: Class 17 contains 178597 members 
Mstep: Class 18 contains 20658 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288784.000000 Penalty: 53843.792969
Iteration 116Q: 17 clusters Score -9.828878e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198814 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 136254 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89009 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 73563 members 
Mstep: Class 15 contains 24980 members 
Mstep: Class 16 contains 21818 members 
Mstep: Class 17 contains 178626 members 
Mstep: Class 18 contains 20667 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288824.000000 Penalty: 53843.792969
Iteration 117Q: 17 clusters Score -9.828882e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198839 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 7769 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 136104 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89069 members 
Mstep: Class 12 contains 11576 members 
Mstep: Class 13 contains 73555 members 
Mstep: Class 15 contains 24989 members 
Mstep: Class 16 contains 21836 members 
Mstep: Class 17 contains 178660 members 
Mstep: Class 18 contains 20678 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288648.000000 Penalty: 53843.792969
Iteration 118Q: 17 clusters Score -9.828865e+07 nChanged 391
Entering ConstructFrom: 
Score: -98288648.000000 Penalty: 53843.792969
Entering ConstructFrom: 
Trying to split cluster 1 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -112772.265625 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -112772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110835.570312 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -110835.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111421.687500 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -111421.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111573.085938 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -111573.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111693.164062 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -111693.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111816.210938 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -111816.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -111968.281250 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -111968.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112053.359375 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -112053.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112120.492188 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -112120.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -112247.375000 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -112247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -112348.804688 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -112348.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112390.656250 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -112390.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -112409.992188 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -112410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -112422.742188 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -112422.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112429.757812 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -112429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112438.375000 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -112438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112443.132812 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -112443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112456.726562 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -112456.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112469.414062 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -112469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -112489.914062 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -112489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -112495.632812 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -112495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112499.500000 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -112499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112502.890625 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -112502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -112505.671875 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -112505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -112507.750000 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -112507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112511.046875 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -112511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112514.500000 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -112514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112516.734375 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -112516.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112518.320312 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -112518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112520.460938 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -112520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112523.460938 Penalty: 3449.500977
	Iteration 29Q: 3 clusters Score -112523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -112527.421875 Penalty: 3449.500977
	Iteration 30Q: 3 clusters Score -112527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112532.179688 Penalty: 3449.500977
	Iteration 31Q: 3 clusters Score -112532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112544.437500 Penalty: 3449.500977
	Iteration 32Q: 3 clusters Score -112544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112573.414062 Penalty: 3449.500977
	Iteration 33Q: 3 clusters Score -112573.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112606.304688 Penalty: 3449.500977
	Iteration 34Q: 3 clusters Score -112606.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112741.539062 Penalty: 3449.500977
	Iteration 35Q: 3 clusters Score -112741.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112919.828125 Penalty: 3449.500977
	Iteration 36Q: 3 clusters Score -112919.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113017.804688 Penalty: 3449.500977
	Iteration 37Q: 3 clusters Score -113017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -113049.757812 Penalty: 3449.500977
	Iteration 38Q: 3 clusters Score -113049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113077.703125 Penalty: 3449.500977
	Iteration 39Q: 3 clusters Score -113077.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113126.757812 Penalty: 3449.500977
	Iteration 40F: 3 clusters Score -113126.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113174.882812 Penalty: 3449.500977
	Iteration 41Q: 3 clusters Score -113174.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113235.742188 Penalty: 3449.500977
	Iteration 42Q: 3 clusters Score -113235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113426.609375 Penalty: 3449.500977
	Iteration 43Q: 3 clusters Score -113426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113826.687500 Penalty: 3449.500977
	Iteration 44Q: 3 clusters Score -113826.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113861.734375 Penalty: 3449.500977
	Iteration 45Q: 3 clusters Score -113861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113878.281250 Penalty: 3449.500977
	Iteration 46Q: 3 clusters Score -113878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113883.265625 Penalty: 3449.500977
	Iteration 47Q: 3 clusters Score -113883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113885.976562 Penalty: 3449.500977
	Iteration 48Q: 3 clusters Score -113886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113885.976562 Penalty: 3449.500977
	Iteration 49F: 3 clusters Score -113886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198868 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135941 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 11 contains 89138 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 73540 members 
Mstep: Class 15 contains 25007 members 
Mstep: Class 16 contains 21849 members 
Mstep: Class 17 contains 178702 members 
Mstep: Class 18 contains 20683 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98288264.000000 Penalty: 57209.031250
Splitting cluster 1 changes total score from -98288648.000000 to -98288264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -458494.625000 Penalty: 2036.851562
	Iteration 0F: 2 clusters Score -458494.6 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 1872 members 
Entering Unmasked Estep 
Score: -454813.906250 Penalty: 4073.703125
	Iteration 0F: 3 clusters Score -454813.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -455705.906250 Penalty: 4073.703125
	Iteration 1F: 3 clusters Score -455705.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -455928.593750 Penalty: 4073.703125
	Iteration 2F: 3 clusters Score -455928.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -456075.343750 Penalty: 4073.703125
	Iteration 3F: 3 clusters Score -456075.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -456187.437500 Penalty: 4073.703125
	Iteration 4Q: 3 clusters Score -456187.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -456267.250000 Penalty: 4073.703125
	Iteration 5Q: 3 clusters Score -456267.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -456335.937500 Penalty: 4073.703125
	Iteration 6Q: 3 clusters Score -456335.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456411.437500 Penalty: 4073.703125
	Iteration 7Q: 3 clusters Score -456411.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -456490.968750 Penalty: 4073.703125
	Iteration 8Q: 3 clusters Score -456491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -456588.000000 Penalty: 4073.703125
	Iteration 9Q: 3 clusters Score -456588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -456690.437500 Penalty: 4073.703125
	Iteration 10Q: 3 clusters Score -456690.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -456784.562500 Penalty: 4073.703125
	Iteration 11Q: 3 clusters Score -456784.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -456880.531250 Penalty: 4073.703125
	Iteration 12Q: 3 clusters Score -456880.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -456957.875000 Penalty: 4073.703125
	Iteration 13Q: 3 clusters Score -456957.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -457010.937500 Penalty: 4073.703125
	Iteration 14Q: 3 clusters Score -457010.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -457058.812500 Penalty: 4073.703125
	Iteration 15Q: 3 clusters Score -457058.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -457106.500000 Penalty: 4073.703125
	Iteration 16Q: 3 clusters Score -457106.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -457149.437500 Penalty: 4073.703125
	Iteration 17Q: 3 clusters Score -457149.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -457196.218750 Penalty: 4073.703125
	Iteration 18Q: 3 clusters Score -457196.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -457230.250000 Penalty: 4073.703125
	Iteration 19Q: 3 clusters Score -457230.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -457262.250000 Penalty: 4073.703125
	Iteration 20F: 3 clusters Score -457262.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -457293.593750 Penalty: 4073.703125
	Iteration 21Q: 3 clusters Score -457293.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -457310.187500 Penalty: 4073.703125
	Iteration 22Q: 3 clusters Score -457310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -457323.062500 Penalty: 4073.703125
	Iteration 23Q: 3 clusters Score -457323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -457327.531250 Penalty: 4073.703125
	Iteration 24Q: 3 clusters Score -457327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -457332.968750 Penalty: 4073.703125
	Iteration 25Q: 3 clusters Score -457333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -457338.187500 Penalty: 4073.703125
	Iteration 26Q: 3 clusters Score -457338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -457339.093750 Penalty: 4073.703125
	Iteration 27Q: 3 clusters Score -457339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -457339.093750 Penalty: 4073.703125
	Iteration 28F: 3 clusters Score -457339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (198868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198868 members 
Entering Unmasked Estep 
Score: -25440586.000000 Penalty: 3025.698242
	Iteration 0F: 2 clusters Score -2.544059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -25312606.000000 Penalty: 6051.396484
	Iteration 0F: 3 clusters Score -2.531261e+07 nChanged 95719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 102703 members 
Entering Unmasked Estep 
Score: -25368540.000000 Penalty: 6051.396484
	Iteration 1F: 3 clusters Score -2.536854e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -25369336.000000 Penalty: 6051.396484
	Iteration 2Q: 3 clusters Score -2.536934e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 109161 members 
Entering Unmasked Estep 
Score: -25370734.000000 Penalty: 6051.396484
	Iteration 3Q: 3 clusters Score -2.537073e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 115199 members 
Entering Unmasked Estep 
Score: -25373222.000000 Penalty: 6051.396484
	Iteration 4Q: 3 clusters Score -2.537322e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -25377692.000000 Penalty: 6051.396484
	Iteration 5Q: 3 clusters Score -2.537769e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 137166 members 
Entering Unmasked Estep 
Score: -25385972.000000 Penalty: 6051.396484
	Iteration 6F: 3 clusters Score -2.538597e+07 nChanged 16919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -25399886.000000 Penalty: 6051.396484
	Iteration 7F: 3 clusters Score -2.539989e+07 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -25417098.000000 Penalty: 6051.396484
	Iteration 8F: 3 clusters Score -2.54171e+07 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 186180 members 
Entering Unmasked Estep 
Score: -25429278.000000 Penalty: 6051.396484
	Iteration 9F: 3 clusters Score -2.542928e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 194252 members 
Entering Unmasked Estep 
Score: -25435108.000000 Penalty: 6051.396484
	Iteration 10Q: 3 clusters Score -2.543511e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 197317 members 
Entering Unmasked Estep 
Score: -25436962.000000 Penalty: 6051.396484
	Iteration 11Q: 3 clusters Score -2.543696e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 198273 members 
Entering Unmasked Estep 
Score: -25437560.000000 Penalty: 6051.396484
	Iteration 12Q: 3 clusters Score -2.543756e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 198503 members 
Entering Unmasked Estep 
Score: -25437742.000000 Penalty: 6051.396484
	Iteration 13Q: 3 clusters Score -2.543774e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 198580 members 
Entering Unmasked Estep 
Score: -25437820.000000 Penalty: 6051.396484
	Iteration 14Q: 3 clusters Score -2.543782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198607 members 
Entering Unmasked Estep 
Score: -25437922.000000 Penalty: 6051.396484
	Iteration 15Q: 3 clusters Score -2.543792e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198619 members 
Entering Unmasked Estep 
Score: -25437930.000000 Penalty: 6051.396484
	Iteration 16Q: 3 clusters Score -2.543793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198623 members 
Entering Unmasked Estep 
Score: -25437972.000000 Penalty: 6051.396484
	Iteration 17Q: 3 clusters Score -2.543797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 198629 members 
Entering Unmasked Estep 
Score: -25437976.000000 Penalty: 6051.396484
	Iteration 18Q: 3 clusters Score -2.543798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
Score: -25437982.000000 Penalty: 6051.396484
	Iteration 19Q: 3 clusters Score -2.543798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198636 members 
Entering Unmasked Estep 
Score: -25437984.000000 Penalty: 6051.396484
	Iteration 20F: 3 clusters Score -2.543798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198635 members 
Entering Unmasked Estep 
Score: -25437988.000000 Penalty: 6051.396484
	Iteration 21Q: 3 clusters Score -2.543799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198636 members 
Entering Unmasked Estep 
Score: -25437988.000000 Penalty: 6051.396484
	Iteration 22Q: 3 clusters Score -2.543799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 198637 members 
Entering Unmasked Estep 
Score: -25437982.000000 Penalty: 6051.396484
	Iteration 23Q: 3 clusters Score -2.543798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198639 members 
Entering Unmasked Estep 
Score: -25437990.000000 Penalty: 6051.396484
	Iteration 24Q: 3 clusters Score -2.543799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198639 members 
Entering Unmasked Estep 
Score: -25437990.000000 Penalty: 6051.396484
	Iteration 25F: 3 clusters Score -2.543799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -1444685.125000 Penalty: 2328.220215
	Iteration 0F: 2 clusters Score -1444685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1435720.750000 Penalty: 4656.440430
	Iteration 0F: 3 clusters Score -1435721 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1438846.875000 Penalty: 4656.440430
	Iteration 1F: 3 clusters Score -1438847 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1439278.375000 Penalty: 4656.440430
	Iteration 2F: 3 clusters Score -1439278 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1439600.000000 Penalty: 4656.440430
	Iteration 3F: 3 clusters Score -1439600 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1439895.125000 Penalty: 4656.440430
	Iteration 4Q: 3 clusters Score -1439895 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1440228.625000 Penalty: 4656.440430
	Iteration 5Q: 3 clusters Score -1440229 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1440631.500000 Penalty: 4656.440430
	Iteration 6F: 3 clusters Score -1440632 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1441143.125000 Penalty: 4656.440430
	Iteration 7F: 3 clusters Score -1441143 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1441691.750000 Penalty: 4656.440430
	Iteration 8F: 3 clusters Score -1441692 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1442266.000000 Penalty: 4656.440430
	Iteration 9F: 3 clusters Score -1442266 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1442710.000000 Penalty: 4656.440430
	Iteration 10Q: 3 clusters Score -1442710 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1443013.750000 Penalty: 4656.440430
	Iteration 11Q: 3 clusters Score -1443014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1443202.000000 Penalty: 4656.440430
	Iteration 12Q: 3 clusters Score -1443202 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1443337.875000 Penalty: 4656.440430
	Iteration 13Q: 3 clusters Score -1443338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1443464.625000 Penalty: 4656.440430
	Iteration 14Q: 3 clusters Score -1443465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1443577.875000 Penalty: 4656.440430
	Iteration 15Q: 3 clusters Score -1443578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1443676.500000 Penalty: 4656.440430
	Iteration 16Q: 3 clusters Score -1443676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1443796.625000 Penalty: 4656.440430
	Iteration 17Q: 3 clusters Score -1443797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1443891.500000 Penalty: 4656.440430
	Iteration 18Q: 3 clusters Score -1443892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1443941.250000 Penalty: 4656.440430
	Iteration 19Q: 3 clusters Score -1443941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1443967.625000 Penalty: 4656.440430
	Iteration 20F: 3 clusters Score -1443968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1443988.375000 Penalty: 4656.440430
	Iteration 21Q: 3 clusters Score -1443988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1443992.500000 Penalty: 4656.440430
	Iteration 22Q: 3 clusters Score -1443992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1443993.750000 Penalty: 4656.440430
	Iteration 23Q: 3 clusters Score -1443994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1443996.375000 Penalty: 4656.440430
	Iteration 24Q: 3 clusters Score -1443996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1444000.875000 Penalty: 4656.440430
	Iteration 25Q: 3 clusters Score -1444001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1444000.875000 Penalty: 4656.440430
	Iteration 26F: 3 clusters Score -1444001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -953876.250000 Penalty: 2221.462646
	Iteration 0F: 2 clusters Score -953876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -947605.562500 Penalty: 4442.925293
	Iteration 0F: 3 clusters Score -947605.6 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -949591.500000 Penalty: 4442.925293
	Iteration 1F: 3 clusters Score -949591.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -950155.062500 Penalty: 4442.925293
	Iteration 2F: 3 clusters Score -950155.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -950734.812500 Penalty: 4442.925293
	Iteration 3F: 3 clusters Score -950734.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -951266.562500 Penalty: 4442.925293
	Iteration 4F: 3 clusters Score -951266.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -951682.187500 Penalty: 4442.925293
	Iteration 5F: 3 clusters Score -951682.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -952015.562500 Penalty: 4442.925293
	Iteration 6F: 3 clusters Score -952015.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -952239.625000 Penalty: 4442.925293
	Iteration 7Q: 3 clusters Score -952239.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -952389.375000 Penalty: 4442.925293
	Iteration 8Q: 3 clusters Score -952389.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -952484.500000 Penalty: 4442.925293
	Iteration 9Q: 3 clusters Score -952484.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -952552.562500 Penalty: 4442.925293
	Iteration 10Q: 3 clusters Score -952552.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -952599.312500 Penalty: 4442.925293
	Iteration 11Q: 3 clusters Score -952599.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -952651.062500 Penalty: 4442.925293
	Iteration 12Q: 3 clusters Score -952651.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -952707.437500 Penalty: 4442.925293
	Iteration 13Q: 3 clusters Score -952707.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -952759.562500 Penalty: 4442.925293
	Iteration 14Q: 3 clusters Score -952759.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -952787.000000 Penalty: 4442.925293
	Iteration 15Q: 3 clusters Score -952787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -952806.625000 Penalty: 4442.925293
	Iteration 16Q: 3 clusters Score -952806.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -952814.812500 Penalty: 4442.925293
	Iteration 17Q: 3 clusters Score -952814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -952820.250000 Penalty: 4442.925293
	Iteration 18Q: 3 clusters Score -952820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -952823.937500 Penalty: 4442.925293
	Iteration 19Q: 3 clusters Score -952823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -952826.812500 Penalty: 4442.925293
	Iteration 20F: 3 clusters Score -952826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -952826.437500 Penalty: 4442.925293
	Iteration 21Q: 3 clusters Score -952826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -952828.312500 Penalty: 4442.925293
	Iteration 22Q: 3 clusters Score -952828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -952827.312500 Penalty: 4442.925293
	Iteration 23Q: 3 clusters Score -952827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -952828.187500 Penalty: 4442.925293
	Iteration 24Q: 3 clusters Score -952828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -952830.125000 Penalty: 4442.925293
	Iteration 25Q: 3 clusters Score -952830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -952832.687500 Penalty: 4442.925293
	Iteration 26Q: 3 clusters Score -952832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -952834.000000 Penalty: 4442.925293
	Iteration 27Q: 3 clusters Score -952834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -952834.812500 Penalty: 4442.925293
	Iteration 28Q: 3 clusters Score -952834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -952836.187500 Penalty: 4442.925293
	Iteration 29Q: 3 clusters Score -952836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -952836.375000 Penalty: 4442.925293
	Iteration 30Q: 3 clusters Score -952836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -952838.000000 Penalty: 4442.925293
	Iteration 31Q: 3 clusters Score -952838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -952839.312500 Penalty: 4442.925293
	Iteration 32Q: 3 clusters Score -952839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -952840.000000 Penalty: 4442.925293
	Iteration 33Q: 3 clusters Score -952840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -952839.562500 Penalty: 4442.925293
	Iteration 34Q: 3 clusters Score -952839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -952839.375000 Penalty: 4442.925293
	Iteration 35Q: 3 clusters Score -952839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -952841.500000 Penalty: 4442.925293
	Iteration 36Q: 3 clusters Score -952841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -952842.750000 Penalty: 4442.925293
	Iteration 37Q: 3 clusters Score -952842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -952841.375000 Penalty: 4442.925293
	Iteration 38Q: 3 clusters Score -952841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -952842.250000 Penalty: 4442.925293
	Iteration 39Q: 3 clusters Score -952842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -952843.625000 Penalty: 4442.925293
	Iteration 40F: 3 clusters Score -952843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -952842.312500 Penalty: 4442.925293
	Iteration 41Q: 3 clusters Score -952842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -952842.312500 Penalty: 4442.925293
	Iteration 42F: 3 clusters Score -952842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -85092.453125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -85092.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83412.570312 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -83412.57 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83917.671875 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -83917.67 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84194.320312 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -84194.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84357.632812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -84357.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84474.125000 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -84474.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84543.218750 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -84543.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84574.687500 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -84574.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -84618.750000 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -84618.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84705.773438 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -84705.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84839.203125 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -84839.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84957.726562 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -84957.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84973.734375 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -84973.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85009.140625 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -85009.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85034.617188 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -85034.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85041.046875 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -85041.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85059.015625 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -85059.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85088.281250 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -85088.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85115.812500 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -85115.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85130.257812 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -85130.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85137.421875 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -85137.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85145.789062 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -85145.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85151.242188 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -85151.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85152.570312 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -85152.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85152.570312 Penalty: 3322.340820
	Iteration 23F: 3 clusters Score -85152.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198868 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 135941 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 537 members 
Mstep: Class 11 contains 89138 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 73540 members 
Mstep: Class 15 contains 25007 members 
Mstep: Class 16 contains 21849 members 
Mstep: Class 17 contains 178702 members 
Mstep: Class 18 contains 20683 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98286984.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98288648.000000 to -98286984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (135941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135941 members 
Entering Unmasked Estep 
Score: -17404520.000000 Penalty: 2931.354004
	Iteration 0F: 2 clusters Score -1.740452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -17313528.000000 Penalty: 5862.708008
	Iteration 0F: 3 clusters Score -1.731353e+07 nChanged 64921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -17351340.000000 Penalty: 5862.708008
	Iteration 1F: 3 clusters Score -1.735134e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -17352390.000000 Penalty: 5862.708008
	Iteration 2Q: 3 clusters Score -1.735239e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -17353734.000000 Penalty: 5862.708008
	Iteration 3Q: 3 clusters Score -1.735373e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -17355402.000000 Penalty: 5862.708008
	Iteration 4Q: 3 clusters Score -1.73554e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -17357924.000000 Penalty: 5862.708008
	Iteration 5Q: 3 clusters Score -1.735792e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -17361536.000000 Penalty: 5862.708008
	Iteration 6Q: 3 clusters Score -1.736154e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -17366656.000000 Penalty: 5862.708008
	Iteration 7F: 3 clusters Score -1.736666e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -17372892.000000 Penalty: 5862.708008
	Iteration 8F: 3 clusters Score -1.737289e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -17378244.000000 Penalty: 5862.708008
	Iteration 9F: 3 clusters Score -1.737824e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -17381622.000000 Penalty: 5862.708008
	Iteration 10F: 3 clusters Score -1.738162e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -17382942.000000 Penalty: 5862.708008
	Iteration 11Q: 3 clusters Score -1.738294e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -17383394.000000 Penalty: 5862.708008
	Iteration 12Q: 3 clusters Score -1.738339e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -17383750.000000 Penalty: 5862.708008
	Iteration 13Q: 3 clusters Score -1.738375e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -17384180.000000 Penalty: 5862.708008
	Iteration 14Q: 3 clusters Score -1.738418e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -17384440.000000 Penalty: 5862.708008
	Iteration 15Q: 3 clusters Score -1.738444e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -17384768.000000 Penalty: 5862.708008
	Iteration 16Q: 3 clusters Score -1.738477e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -17385082.000000 Penalty: 5862.708008
	Iteration 17Q: 3 clusters Score -1.738508e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -17385420.000000 Penalty: 5862.708008
	Iteration 18Q: 3 clusters Score -1.738542e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -17385872.000000 Penalty: 5862.708008
	Iteration 19Q: 3 clusters Score -1.738587e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -17386358.000000 Penalty: 5862.708008
	Iteration 20F: 3 clusters Score -1.738636e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -17387044.000000 Penalty: 5862.708008
	Iteration 21Q: 3 clusters Score -1.738704e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -17387656.000000 Penalty: 5862.708008
	Iteration 22Q: 3 clusters Score -1.738766e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -17388308.000000 Penalty: 5862.708008
	Iteration 23Q: 3 clusters Score -1.738831e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -17388990.000000 Penalty: 5862.708008
	Iteration 24Q: 3 clusters Score -1.738899e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -17389772.000000 Penalty: 5862.708008
	Iteration 25Q: 3 clusters Score -1.738977e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 99957 members 
Entering Unmasked Estep 
Score: -17390646.000000 Penalty: 5862.708008
	Iteration 26Q: 3 clusters Score -1.739065e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -17391534.000000 Penalty: 5862.708008
	Iteration 27Q: 3 clusters Score -1.739153e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -17392432.000000 Penalty: 5862.708008
	Iteration 28Q: 3 clusters Score -1.739243e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 106700 members 
Entering Unmasked Estep 
Score: -17393314.000000 Penalty: 5862.708008
	Iteration 29Q: 3 clusters Score -1.739331e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -17394114.000000 Penalty: 5862.708008
	Iteration 30Q: 3 clusters Score -1.739411e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -17394798.000000 Penalty: 5862.708008
	Iteration 31Q: 3 clusters Score -1.73948e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 112651 members 
Entering Unmasked Estep 
Score: -17395528.000000 Penalty: 5862.708008
	Iteration 32Q: 3 clusters Score -1.739553e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -17396210.000000 Penalty: 5862.708008
	Iteration 33Q: 3 clusters Score -1.739621e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -17396838.000000 Penalty: 5862.708008
	Iteration 34Q: 3 clusters Score -1.739684e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -17397378.000000 Penalty: 5862.708008
	Iteration 35Q: 3 clusters Score -1.739738e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -17397844.000000 Penalty: 5862.708008
	Iteration 36Q: 3 clusters Score -1.739784e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -17398208.000000 Penalty: 5862.708008
	Iteration 37Q: 3 clusters Score -1.739821e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -17398654.000000 Penalty: 5862.708008
	Iteration 38Q: 3 clusters Score -1.739865e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 122955 members 
Entering Unmasked Estep 
Score: -17399010.000000 Penalty: 5862.708008
	Iteration 39Q: 3 clusters Score -1.739901e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 124077 members 
Entering Unmasked Estep 
Score: -17399336.000000 Penalty: 5862.708008
	Iteration 40F: 3 clusters Score -1.739934e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 125150 members 
Entering Unmasked Estep 
Score: -17399710.000000 Penalty: 5862.708008
	Iteration 41Q: 3 clusters Score -1.739971e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -17400002.000000 Penalty: 5862.708008
	Iteration 42Q: 3 clusters Score -1.74e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -17400274.000000 Penalty: 5862.708008
	Iteration 43Q: 3 clusters Score -1.740027e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 127808 members 
Entering Unmasked Estep 
Score: -17400590.000000 Penalty: 5862.708008
	Iteration 44Q: 3 clusters Score -1.740059e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -17400764.000000 Penalty: 5862.708008
	Iteration 45Q: 3 clusters Score -1.740076e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 129150 members 
Entering Unmasked Estep 
Score: -17400990.000000 Penalty: 5862.708008
	Iteration 46Q: 3 clusters Score -1.740099e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 129733 members 
Entering Unmasked Estep 
Score: -17401204.000000 Penalty: 5862.708008
	Iteration 47Q: 3 clusters Score -1.74012e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -17401284.000000 Penalty: 5862.708008
	Iteration 48Q: 3 clusters Score -1.740128e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 130708 members 
Entering Unmasked Estep 
Score: -17401428.000000 Penalty: 5862.708008
	Iteration 49Q: 3 clusters Score -1.740143e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -17401566.000000 Penalty: 5862.708008
	Iteration 50Q: 3 clusters Score -1.740157e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -17401626.000000 Penalty: 5862.708008
	Iteration 51Q: 3 clusters Score -1.740163e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 131729 members 
Entering Unmasked Estep 
Score: -17401714.000000 Penalty: 5862.708008
	Iteration 52Q: 3 clusters Score -1.740171e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -17401832.000000 Penalty: 5862.708008
	Iteration 53Q: 3 clusters Score -1.740183e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 132206 members 
Entering Unmasked Estep 
Score: -17401860.000000 Penalty: 5862.708008
	Iteration 54Q: 3 clusters Score -1.740186e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
Score: -17401914.000000 Penalty: 5862.708008
	Iteration 55Q: 3 clusters Score -1.740191e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 132581 members 
Entering Unmasked Estep 
Score: -17401976.000000 Penalty: 5862.708008
	Iteration 56Q: 3 clusters Score -1.740198e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -17402000.000000 Penalty: 5862.708008
	Iteration 57Q: 3 clusters Score -1.7402e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 132870 members 
Entering Unmasked Estep 
Score: -17402044.000000 Penalty: 5862.708008
	Iteration 58Q: 3 clusters Score -1.740204e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -17402004.000000 Penalty: 5862.708008
	Iteration 59Q: 3 clusters Score -1.7402e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 133107 members 
Entering Unmasked Estep 
Score: -17402038.000000 Penalty: 5862.708008
	Iteration 60F: 3 clusters Score -1.740204e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 133199 members 
Entering Unmasked Estep 
Score: -17402086.000000 Penalty: 5862.708008
	Iteration 61Q: 3 clusters Score -1.740209e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -17402120.000000 Penalty: 5862.708008
	Iteration 62Q: 3 clusters Score -1.740212e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -17402162.000000 Penalty: 5862.708008
	Iteration 63Q: 3 clusters Score -1.740216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 133402 members 
Entering Unmasked Estep 
Score: -17402166.000000 Penalty: 5862.708008
	Iteration 64Q: 3 clusters Score -1.740217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 133448 members 
Entering Unmasked Estep 
Score: -17402178.000000 Penalty: 5862.708008
	Iteration 65Q: 3 clusters Score -1.740218e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 133493 members 
Entering Unmasked Estep 
Score: -17402192.000000 Penalty: 5862.708008
	Iteration 66Q: 3 clusters Score -1.740219e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 133525 members 
Entering Unmasked Estep 
Score: -17402166.000000 Penalty: 5862.708008
	Iteration 67Q: 3 clusters Score -1.740217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -17402228.000000 Penalty: 5862.708008
	Iteration 68Q: 3 clusters Score -1.740223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 133585 members 
Entering Unmasked Estep 
Score: -17402224.000000 Penalty: 5862.708008
	Iteration 69Q: 3 clusters Score -1.740222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 133610 members 
Entering Unmasked Estep 
Score: -17402198.000000 Penalty: 5862.708008
	Iteration 70Q: 3 clusters Score -1.74022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -17402218.000000 Penalty: 5862.708008
	Iteration 71Q: 3 clusters Score -1.740222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -17402220.000000 Penalty: 5862.708008
	Iteration 72Q: 3 clusters Score -1.740222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 133700 members 
Entering Unmasked Estep 
Score: -17402216.000000 Penalty: 5862.708008
	Iteration 73Q: 3 clusters Score -1.740222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -17402242.000000 Penalty: 5862.708008
	Iteration 74Q: 3 clusters Score -1.740224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
Score: -17402254.000000 Penalty: 5862.708008
	Iteration 75Q: 3 clusters Score -1.740225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 133788 members 
Entering Unmasked Estep 
Score: -17402254.000000 Penalty: 5862.708008
	Iteration 76Q: 3 clusters Score -1.740225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 133820 members 
Entering Unmasked Estep 
Score: -17402270.000000 Penalty: 5862.708008
	Iteration 77Q: 3 clusters Score -1.740227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 133848 members 
Entering Unmasked Estep 
Score: -17402276.000000 Penalty: 5862.708008
	Iteration 78Q: 3 clusters Score -1.740228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -17402282.000000 Penalty: 5862.708008
	Iteration 79Q: 3 clusters Score -1.740228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -17402298.000000 Penalty: 5862.708008
	Iteration 80F: 3 clusters Score -1.74023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -17402316.000000 Penalty: 5862.708008
	Iteration 81Q: 3 clusters Score -1.740232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 133945 members 
Entering Unmasked Estep 
Score: -17402324.000000 Penalty: 5862.708008
	Iteration 82Q: 3 clusters Score -1.740232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 133965 members 
Entering Unmasked Estep 
Score: -17402340.000000 Penalty: 5862.708008
	Iteration 83Q: 3 clusters Score -1.740234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 133976 members 
Entering Unmasked Estep 
Score: -17402328.000000 Penalty: 5862.708008
	Iteration 84Q: 3 clusters Score -1.740233e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -17402330.000000 Penalty: 5862.708008
	Iteration 85Q: 3 clusters Score -1.740233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 134000 members 
Entering Unmasked Estep 
Score: -17402330.000000 Penalty: 5862.708008
	Iteration 86Q: 3 clusters Score -1.740233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -17402330.000000 Penalty: 5862.708008
	Iteration 87Q: 3 clusters Score -1.740233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 134008 members 
Entering Unmasked Estep 
Score: -17402336.000000 Penalty: 5862.708008
	Iteration 88Q: 3 clusters Score -1.740234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 134012 members 
Entering Unmasked Estep 
Score: -17402334.000000 Penalty: 5862.708008
	Iteration 89Q: 3 clusters Score -1.740233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 134015 members 
Entering Unmasked Estep 
Score: -17402336.000000 Penalty: 5862.708008
	Iteration 90Q: 3 clusters Score -1.740234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -17402346.000000 Penalty: 5862.708008
	Iteration 91Q: 3 clusters Score -1.740235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -17402348.000000 Penalty: 5862.708008
	Iteration 92Q: 3 clusters Score -1.740235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 134022 members 
Entering Unmasked Estep 
Score: -17402346.000000 Penalty: 5862.708008
	Iteration 93Q: 3 clusters Score -1.740235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -17402350.000000 Penalty: 5862.708008
	Iteration 94Q: 3 clusters Score -1.740235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 134026 members 
Entering Unmasked Estep 
Score: -17402334.000000 Penalty: 5862.708008
	Iteration 95Q: 3 clusters Score -1.740233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 134028 members 
Entering Unmasked Estep 
Score: -17402338.000000 Penalty: 5862.708008
	Iteration 96Q: 3 clusters Score -1.740234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 134032 members 
Entering Unmasked Estep 
Score: -17402346.000000 Penalty: 5862.708008
	Iteration 97Q: 3 clusters Score -1.740235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -17402346.000000 Penalty: 5862.708008
	Iteration 98Q: 3 clusters Score -1.740235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -17402360.000000 Penalty: 5862.708008
	Iteration 99Q: 3 clusters Score -1.740236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 134045 members 
Entering Unmasked Estep 
Score: -17402354.000000 Penalty: 5862.708008
	Iteration 100F: 3 clusters Score -1.740235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 134049 members 
Entering Unmasked Estep 
Score: -17402348.000000 Penalty: 5862.708008
	Iteration 101Q: 3 clusters Score -1.740235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -17402346.000000 Penalty: 5862.708008
	Iteration 102Q: 3 clusters Score -1.740235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -17402358.000000 Penalty: 5862.708008
	Iteration 103Q: 3 clusters Score -1.740236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 134062 members 
Entering Unmasked Estep 
Score: -17402370.000000 Penalty: 5862.708008
	Iteration 104Q: 3 clusters Score -1.740237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -17402368.000000 Penalty: 5862.708008
	Iteration 105Q: 3 clusters Score -1.740237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -17402366.000000 Penalty: 5862.708008
	Iteration 106Q: 3 clusters Score -1.740237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 134072 members 
Entering Unmasked Estep 
Score: -17402374.000000 Penalty: 5862.708008
	Iteration 107Q: 3 clusters Score -1.740237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 134074 members 
Entering Unmasked Estep 
Score: -17402380.000000 Penalty: 5862.708008
	Iteration 108Q: 3 clusters Score -1.740238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -17402358.000000 Penalty: 5862.708008
	Iteration 109Q: 3 clusters Score -1.740236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 134084 members 
Entering Unmasked Estep 
Score: -17402352.000000 Penalty: 5862.708008
	Iteration 110Q: 3 clusters Score -1.740235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 134090 members 
Entering Unmasked Estep 
Score: -17402358.000000 Penalty: 5862.708008
	Iteration 111Q: 3 clusters Score -1.740236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 134093 members 
Entering Unmasked Estep 
Score: -17402362.000000 Penalty: 5862.708008
	Iteration 112Q: 3 clusters Score -1.740236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 134095 members 
Entering Unmasked Estep 
Score: -17402360.000000 Penalty: 5862.708008
	Iteration 113Q: 3 clusters Score -1.740236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 134096 members 
Entering Unmasked Estep 
Score: -17402356.000000 Penalty: 5862.708008
	Iteration 114Q: 3 clusters Score -1.740236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 134098 members 
Entering Unmasked Estep 
Score: -17402356.000000 Penalty: 5862.708008
	Iteration 115Q: 3 clusters Score -1.740236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 134098 members 
Entering Unmasked Estep 
Score: -17402356.000000 Penalty: 5862.708008
	Iteration 116F: 3 clusters Score -1.740236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -95414.796875 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -95414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93650.023438 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -93650.02 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94005.289062 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -94005.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94263.476562 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -94263.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94504.796875 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -94504.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94900.835938 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -94900.84 nChanged 49
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: -95164.601562 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -95164.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95333.093750 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -95333.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95521.828125 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -95521.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95609.289062 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -95609.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95661.867188 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -95661.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95706.851562 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -95706.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95723.804688 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -95723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95733.671875 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -95733.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95745.257812 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -95745.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95748.617188 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -95748.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95750.398438 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -95750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95752.445312 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -95752.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95754.367188 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -95754.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95755.148438 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -95755.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95755.148438 Penalty: 3372.331787
	Iteration 19F: 3 clusters Score -95755.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198868 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135941 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 11 contains 89138 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 73540 members 
Mstep: Class 15 contains 25007 members 
Mstep: Class 16 contains 21849 members 
Mstep: Class 17 contains 178702 members 
Mstep: Class 18 contains 20683 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98287368.000000 Penalty: 57209.031250
Splitting cluster 8 changes total score from -98288648.000000 to -98287368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (89138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Entering Unmasked Estep 
Score: -11465946.000000 Penalty: 2826.689209
	Iteration 0F: 2 clusters Score -1.146595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -11406395.000000 Penalty: 5653.378418
	Iteration 0F: 3 clusters Score -1.14064e+07 nChanged 42133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -11430159.000000 Penalty: 5653.378418
	Iteration 1F: 3 clusters Score -1.143016e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -11430923.000000 Penalty: 5653.378418
	Iteration 2Q: 3 clusters Score -1.143092e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -11431860.000000 Penalty: 5653.378418
	Iteration 3Q: 3 clusters Score -1.143186e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -11433149.000000 Penalty: 5653.378418
	Iteration 4Q: 3 clusters Score -1.143315e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -11434879.000000 Penalty: 5653.378418
	Iteration 5Q: 3 clusters Score -1.143488e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -11437343.000000 Penalty: 5653.378418
	Iteration 6F: 3 clusters Score -1.143734e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -11440718.000000 Penalty: 5653.378418
	Iteration 7F: 3 clusters Score -1.144072e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -11444835.000000 Penalty: 5653.378418
	Iteration 8F: 3 clusters Score -1.144484e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -11448643.000000 Penalty: 5653.378418
	Iteration 9F: 3 clusters Score -1.144864e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -11451396.000000 Penalty: 5653.378418
	Iteration 10F: 3 clusters Score -1.14514e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -11452852.000000 Penalty: 5653.378418
	Iteration 11Q: 3 clusters Score -1.145285e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -11453483.000000 Penalty: 5653.378418
	Iteration 12Q: 3 clusters Score -1.145348e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -11454027.000000 Penalty: 5653.378418
	Iteration 13Q: 3 clusters Score -1.145403e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -11454459.000000 Penalty: 5653.378418
	Iteration 14Q: 3 clusters Score -1.145446e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67057 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -11454905.000000 Penalty: 5653.378418
	Iteration 15Q: 3 clusters Score -1.14549e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -11455191.000000 Penalty: 5653.378418
	Iteration 16Q: 3 clusters Score -1.145519e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -11455586.000000 Penalty: 5653.378418
	Iteration 17Q: 3 clusters Score -1.145559e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -11455951.000000 Penalty: 5653.378418
	Iteration 18Q: 3 clusters Score -1.145595e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -11456338.000000 Penalty: 5653.378418
	Iteration 19Q: 3 clusters Score -1.145634e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -11456723.000000 Penalty: 5653.378418
	Iteration 20F: 3 clusters Score -1.145672e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -11457159.000000 Penalty: 5653.378418
	Iteration 21Q: 3 clusters Score -1.145716e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -11457681.000000 Penalty: 5653.378418
	Iteration 22Q: 3 clusters Score -1.145768e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -11458290.000000 Penalty: 5653.378418
	Iteration 23Q: 3 clusters Score -1.145829e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -11458804.000000 Penalty: 5653.378418
	Iteration 24Q: 3 clusters Score -1.14588e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -11459252.000000 Penalty: 5653.378418
	Iteration 25Q: 3 clusters Score -1.145925e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -11459785.000000 Penalty: 5653.378418
	Iteration 26Q: 3 clusters Score -1.145978e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -11460313.000000 Penalty: 5653.378418
	Iteration 27Q: 3 clusters Score -1.146031e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -11460803.000000 Penalty: 5653.378418
	Iteration 28Q: 3 clusters Score -1.14608e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -11461291.000000 Penalty: 5653.378418
	Iteration 29Q: 3 clusters Score -1.146129e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84787 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -11461718.000000 Penalty: 5653.378418
	Iteration 30Q: 3 clusters Score -1.146172e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -11462048.000000 Penalty: 5653.378418
	Iteration 31Q: 3 clusters Score -1.146205e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -11462338.000000 Penalty: 5653.378418
	Iteration 32Q: 3 clusters Score -1.146234e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11462631.000000 Penalty: 5653.378418
	Iteration 33Q: 3 clusters Score -1.146263e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11462918.000000 Penalty: 5653.378418
	Iteration 34Q: 3 clusters Score -1.146292e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -11463101.000000 Penalty: 5653.378418
	Iteration 35Q: 3 clusters Score -1.14631e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11463237.000000 Penalty: 5653.378418
	Iteration 36Q: 3 clusters Score -1.146324e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11463376.000000 Penalty: 5653.378418
	Iteration 37Q: 3 clusters Score -1.146338e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11463488.000000 Penalty: 5653.378418
	Iteration 38Q: 3 clusters Score -1.146349e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11463571.000000 Penalty: 5653.378418
	Iteration 39Q: 3 clusters Score -1.146357e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11463629.000000 Penalty: 5653.378418
	Iteration 40F: 3 clusters Score -1.146363e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11463657.000000 Penalty: 5653.378418
	Iteration 41Q: 3 clusters Score -1.146366e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11463701.000000 Penalty: 5653.378418
	Iteration 42Q: 3 clusters Score -1.14637e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11463728.000000 Penalty: 5653.378418
	Iteration 43Q: 3 clusters Score -1.146373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11463767.000000 Penalty: 5653.378418
	Iteration 44Q: 3 clusters Score -1.146377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11463774.000000 Penalty: 5653.378418
	Iteration 45Q: 3 clusters Score -1.146377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11463784.000000 Penalty: 5653.378418
	Iteration 46Q: 3 clusters Score -1.146378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11463807.000000 Penalty: 5653.378418
	Iteration 47Q: 3 clusters Score -1.146381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11463803.000000 Penalty: 5653.378418
	Iteration 48Q: 3 clusters Score -1.14638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11463814.000000 Penalty: 5653.378418
	Iteration 49Q: 3 clusters Score -1.146381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11463818.000000 Penalty: 5653.378418
	Iteration 50Q: 3 clusters Score -1.146382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11463819.000000 Penalty: 5653.378418
	Iteration 51Q: 3 clusters Score -1.146382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11463830.000000 Penalty: 5653.378418
	Iteration 52Q: 3 clusters Score -1.146383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11463825.000000 Penalty: 5653.378418
	Iteration 53Q: 3 clusters Score -1.146382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11463819.000000 Penalty: 5653.378418
	Iteration 54Q: 3 clusters Score -1.146382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11463826.000000 Penalty: 5653.378418
	Iteration 55Q: 3 clusters Score -1.146383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11463834.000000 Penalty: 5653.378418
	Iteration 56Q: 3 clusters Score -1.146383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11463838.000000 Penalty: 5653.378418
	Iteration 57Q: 3 clusters Score -1.146384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11463833.000000 Penalty: 5653.378418
	Iteration 58Q: 3 clusters Score -1.146383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11463843.000000 Penalty: 5653.378418
	Iteration 59Q: 3 clusters Score -1.146384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11463843.000000 Penalty: 5653.378418
	Iteration 60F: 3 clusters Score -1.146384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1508334.125000 Penalty: 2320.587402
	Iteration 0F: 2 clusters Score -1508334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1499643.250000 Penalty: 4641.174805
	Iteration 0F: 3 clusters Score -1499643 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1502314.000000 Penalty: 4641.174805
	Iteration 1F: 3 clusters Score -1502314 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1502705.250000 Penalty: 4641.174805
	Iteration 2F: 3 clusters Score -1502705 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1503079.125000 Penalty: 4641.174805
	Iteration 3F: 3 clusters Score -1503079 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1503434.125000 Penalty: 4641.174805
	Iteration 4F: 3 clusters Score -1503434 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1503813.625000 Penalty: 4641.174805
	Iteration 5F: 3 clusters Score -1503814 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1504240.375000 Penalty: 4641.174805
	Iteration 6F: 3 clusters Score -1504240 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1504695.625000 Penalty: 4641.174805
	Iteration 7F: 3 clusters Score -1504696 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1505159.500000 Penalty: 4641.174805
	Iteration 8Q: 3 clusters Score -1505160 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1505502.625000 Penalty: 4641.174805
	Iteration 9Q: 3 clusters Score -1505503 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1505801.750000 Penalty: 4641.174805
	Iteration 10Q: 3 clusters Score -1505802 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1506019.625000 Penalty: 4641.174805
	Iteration 11Q: 3 clusters Score -1506020 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1506137.625000 Penalty: 4641.174805
	Iteration 12Q: 3 clusters Score -1506138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1506214.500000 Penalty: 4641.174805
	Iteration 13Q: 3 clusters Score -1506214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1506259.000000 Penalty: 4641.174805
	Iteration 14Q: 3 clusters Score -1506259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1506285.750000 Penalty: 4641.174805
	Iteration 15Q: 3 clusters Score -1506286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1506304.250000 Penalty: 4641.174805
	Iteration 16Q: 3 clusters Score -1506304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1506324.625000 Penalty: 4641.174805
	Iteration 17Q: 3 clusters Score -1506325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1506340.750000 Penalty: 4641.174805
	Iteration 18Q: 3 clusters Score -1506341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1506354.500000 Penalty: 4641.174805
	Iteration 19Q: 3 clusters Score -1506354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1506364.625000 Penalty: 4641.174805
	Iteration 20F: 3 clusters Score -1506365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1506370.375000 Penalty: 4641.174805
	Iteration 21Q: 3 clusters Score -1506370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1506374.625000 Penalty: 4641.174805
	Iteration 22Q: 3 clusters Score -1506375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1506381.875000 Penalty: 4641.174805
	Iteration 23Q: 3 clusters Score -1506382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1506393.250000 Penalty: 4641.174805
	Iteration 24Q: 3 clusters Score -1506393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1506396.250000 Penalty: 4641.174805
	Iteration 25Q: 3 clusters Score -1506396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1506399.750000 Penalty: 4641.174805
	Iteration 26Q: 3 clusters Score -1506400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1506406.625000 Penalty: 4641.174805
	Iteration 27Q: 3 clusters Score -1506407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1506409.875000 Penalty: 4641.174805
	Iteration 28Q: 3 clusters Score -1506410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1506410.500000 Penalty: 4641.174805
	Iteration 29Q: 3 clusters Score -1506410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1506411.625000 Penalty: 4641.174805
	Iteration 30Q: 3 clusters Score -1506412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1506419.125000 Penalty: 4641.174805
	Iteration 31Q: 3 clusters Score -1506419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1506419.000000 Penalty: 4641.174805
	Iteration 32Q: 3 clusters Score -1506419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1506418.625000 Penalty: 4641.174805
	Iteration 33Q: 3 clusters Score -1506419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1506424.875000 Penalty: 4641.174805
	Iteration 34Q: 3 clusters Score -1506425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1506423.750000 Penalty: 4641.174805
	Iteration 35Q: 3 clusters Score -1506424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1506423.750000 Penalty: 4641.174805
	Iteration 36F: 3 clusters Score -1506424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Entering Unmasked Estep 
Score: -9202698.000000 Penalty: 2778.984863
	Iteration 0F: 2 clusters Score -9202698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -9153553.000000 Penalty: 5557.969727
	Iteration 0F: 3 clusters Score -9153553 nChanged 34251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -9172751.000000 Penalty: 5557.969727
	Iteration 1F: 3 clusters Score -9172751 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -9173278.000000 Penalty: 5557.969727
	Iteration 2Q: 3 clusters Score -9173278 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -9173832.000000 Penalty: 5557.969727
	Iteration 3Q: 3 clusters Score -9173832 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -9174556.000000 Penalty: 5557.969727
	Iteration 4Q: 3 clusters Score -9174556 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -9175347.000000 Penalty: 5557.969727
	Iteration 5Q: 3 clusters Score -9175347 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -9176241.000000 Penalty: 5557.969727
	Iteration 6Q: 3 clusters Score -9176241 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -9177223.000000 Penalty: 5557.969727
	Iteration 7Q: 3 clusters Score -9177223 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -9178594.000000 Penalty: 5557.969727
	Iteration 8Q: 3 clusters Score -9178594 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -9180277.000000 Penalty: 5557.969727
	Iteration 9Q: 3 clusters Score -9180277 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -9182450.000000 Penalty: 5557.969727
	Iteration 10F: 3 clusters Score -9182450 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -9184825.000000 Penalty: 5557.969727
	Iteration 11F: 3 clusters Score -9184825 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -9187049.000000 Penalty: 5557.969727
	Iteration 12F: 3 clusters Score -9187049 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9188459.000000 Penalty: 5557.969727
	Iteration 13Q: 3 clusters Score -9188459 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -9189557.000000 Penalty: 5557.969727
	Iteration 14Q: 3 clusters Score -9189557 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -9190342.000000 Penalty: 5557.969727
	Iteration 15Q: 3 clusters Score -9190342 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -9191119.000000 Penalty: 5557.969727
	Iteration 16Q: 3 clusters Score -9191119 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -9191970.000000 Penalty: 5557.969727
	Iteration 17Q: 3 clusters Score -9191970 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -9192783.000000 Penalty: 5557.969727
	Iteration 18Q: 3 clusters Score -9192783 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9193621.000000 Penalty: 5557.969727
	Iteration 19Q: 3 clusters Score -9193621 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9194416.000000 Penalty: 5557.969727
	Iteration 20F: 3 clusters Score -9194416 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -9195187.000000 Penalty: 5557.969727
	Iteration 21Q: 3 clusters Score -9195187 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -9195890.000000 Penalty: 5557.969727
	Iteration 22Q: 3 clusters Score -9195890 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 57046 members 
Entering Unmasked Estep 
Score: -9196526.000000 Penalty: 5557.969727
	Iteration 23Q: 3 clusters Score -9196526 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -9197135.000000 Penalty: 5557.969727
	Iteration 24Q: 3 clusters Score -9197135 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -9197685.000000 Penalty: 5557.969727
	Iteration 25Q: 3 clusters Score -9197685 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -9198133.000000 Penalty: 5557.969727
	Iteration 26Q: 3 clusters Score -9198133 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -9198524.000000 Penalty: 5557.969727
	Iteration 27Q: 3 clusters Score -9198524 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -9198845.000000 Penalty: 5557.969727
	Iteration 28Q: 3 clusters Score -9198845 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -9199045.000000 Penalty: 5557.969727
	Iteration 29Q: 3 clusters Score -9199045 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -9199320.000000 Penalty: 5557.969727
	Iteration 30Q: 3 clusters Score -9199320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 65287 members 
Entering Unmasked Estep 
Score: -9199552.000000 Penalty: 5557.969727
	Iteration 31Q: 3 clusters Score -9199552 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -9199684.000000 Penalty: 5557.969727
	Iteration 32Q: 3 clusters Score -9199684 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -9199894.000000 Penalty: 5557.969727
	Iteration 33Q: 3 clusters Score -9199894 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -9200038.000000 Penalty: 5557.969727
	Iteration 34Q: 3 clusters Score -9200038 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -9200111.000000 Penalty: 5557.969727
	Iteration 35Q: 3 clusters Score -9200111 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -9200202.000000 Penalty: 5557.969727
	Iteration 36Q: 3 clusters Score -9200202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -9200245.000000 Penalty: 5557.969727
	Iteration 37Q: 3 clusters Score -9200245 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -9200293.000000 Penalty: 5557.969727
	Iteration 38Q: 3 clusters Score -9200293 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -9200351.000000 Penalty: 5557.969727
	Iteration 39Q: 3 clusters Score -9200351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -9200369.000000 Penalty: 5557.969727
	Iteration 40F: 3 clusters Score -9200369 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -9200404.000000 Penalty: 5557.969727
	Iteration 41Q: 3 clusters Score -9200404 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -9200433.000000 Penalty: 5557.969727
	Iteration 42Q: 3 clusters Score -9200433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -9200439.000000 Penalty: 5557.969727
	Iteration 43Q: 3 clusters Score -9200439 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -9200483.000000 Penalty: 5557.969727
	Iteration 44Q: 3 clusters Score -9200483 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -9200513.000000 Penalty: 5557.969727
	Iteration 45Q: 3 clusters Score -9200513 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -9200532.000000 Penalty: 5557.969727
	Iteration 46Q: 3 clusters Score -9200532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -9200565.000000 Penalty: 5557.969727
	Iteration 47Q: 3 clusters Score -9200565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -9200580.000000 Penalty: 5557.969727
	Iteration 48Q: 3 clusters Score -9200580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -9200586.000000 Penalty: 5557.969727
	Iteration 49Q: 3 clusters Score -9200586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9200607.000000 Penalty: 5557.969727
	Iteration 50Q: 3 clusters Score -9200607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -9200610.000000 Penalty: 5557.969727
	Iteration 51Q: 3 clusters Score -9200610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -9200620.000000 Penalty: 5557.969727
	Iteration 52Q: 3 clusters Score -9200620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -9200616.000000 Penalty: 5557.969727
	Iteration 53Q: 3 clusters Score -9200616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -9200618.000000 Penalty: 5557.969727
	Iteration 54Q: 3 clusters Score -9200618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -9200638.000000 Penalty: 5557.969727
	Iteration 55Q: 3 clusters Score -9200638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -9200642.000000 Penalty: 5557.969727
	Iteration 56Q: 3 clusters Score -9200642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -9200650.000000 Penalty: 5557.969727
	Iteration 57Q: 3 clusters Score -9200650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -9200646.000000 Penalty: 5557.969727
	Iteration 58Q: 3 clusters Score -9200646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -9200658.000000 Penalty: 5557.969727
	Iteration 59Q: 3 clusters Score -9200658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 69857 members 
Entering Unmasked Estep 
Score: -9200653.000000 Penalty: 5557.969727
	Iteration 60F: 3 clusters Score -9200653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -9200651.000000 Penalty: 5557.969727
	Iteration 61Q: 3 clusters Score -9200651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -9200662.000000 Penalty: 5557.969727
	Iteration 62Q: 3 clusters Score -9200662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9200667.000000 Penalty: 5557.969727
	Iteration 63Q: 3 clusters Score -9200667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -9200673.000000 Penalty: 5557.969727
	Iteration 64Q: 3 clusters Score -9200673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9200684.000000 Penalty: 5557.969727
	Iteration 65Q: 3 clusters Score -9200684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -9200687.000000 Penalty: 5557.969727
	Iteration 66Q: 3 clusters Score -9200687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -9200699.000000 Penalty: 5557.969727
	Iteration 67Q: 3 clusters Score -9200699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -9200690.000000 Penalty: 5557.969727
	Iteration 68Q: 3 clusters Score -9200690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -9200679.000000 Penalty: 5557.969727
	Iteration 69Q: 3 clusters Score -9200679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -9200683.000000 Penalty: 5557.969727
	Iteration 70Q: 3 clusters Score -9200683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -9200692.000000 Penalty: 5557.969727
	Iteration 71Q: 3 clusters Score -9200692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -9200687.000000 Penalty: 5557.969727
	Iteration 72Q: 3 clusters Score -9200687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -9200693.000000 Penalty: 5557.969727
	Iteration 73Q: 3 clusters Score -9200693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9200688.000000 Penalty: 5557.969727
	Iteration 74Q: 3 clusters Score -9200688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -9200689.000000 Penalty: 5557.969727
	Iteration 75Q: 3 clusters Score -9200689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9200683.000000 Penalty: 5557.969727
	Iteration 76Q: 3 clusters Score -9200683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -9200676.000000 Penalty: 5557.969727
	Iteration 77Q: 3 clusters Score -9200676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -9200676.000000 Penalty: 5557.969727
	Iteration 78Q: 3 clusters Score -9200676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -9200681.000000 Penalty: 5557.969727
	Iteration 79Q: 3 clusters Score -9200681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -9200682.000000 Penalty: 5557.969727
	Iteration 80F: 3 clusters Score -9200682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -9200678.000000 Penalty: 5557.969727
	Iteration 81Q: 3 clusters Score -9200678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -9200680.000000 Penalty: 5557.969727
	Iteration 82Q: 3 clusters Score -9200680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -9200676.000000 Penalty: 5557.969727
	Iteration 83Q: 3 clusters Score -9200676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -9200672.000000 Penalty: 5557.969727
	Iteration 84Q: 3 clusters Score -9200672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -9200671.000000 Penalty: 5557.969727
	Iteration 85Q: 3 clusters Score -9200671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -9200677.000000 Penalty: 5557.969727
	Iteration 86Q: 3 clusters Score -9200677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -9200673.000000 Penalty: 5557.969727
	Iteration 87Q: 3 clusters Score -9200673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -9200680.000000 Penalty: 5557.969727
	Iteration 88Q: 3 clusters Score -9200680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -9200684.000000 Penalty: 5557.969727
	Iteration 89Q: 3 clusters Score -9200684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -9200683.000000 Penalty: 5557.969727
	Iteration 90Q: 3 clusters Score -9200683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -9200678.000000 Penalty: 5557.969727
	Iteration 91Q: 3 clusters Score -9200678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -9200678.000000 Penalty: 5557.969727
	Iteration 92F: 3 clusters Score -9200678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Entering Unmasked Estep 
Score: -3250840.750000 Penalty: 2511.473877
	Iteration 0F: 2 clusters Score -3250841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3233536.000000 Penalty: 5022.947754
	Iteration 0F: 3 clusters Score -3233536 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3239543.000000 Penalty: 5022.947754
	Iteration 1F: 3 clusters Score -3239543 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3239948.000000 Penalty: 5022.947754
	Iteration 2Q: 3 clusters Score -3239948 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3240289.000000 Penalty: 5022.947754
	Iteration 3Q: 3 clusters Score -3240289 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3240616.500000 Penalty: 5022.947754
	Iteration 4Q: 3 clusters Score -3240616 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3240981.000000 Penalty: 5022.947754
	Iteration 5Q: 3 clusters Score -3240981 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3241378.000000 Penalty: 5022.947754
	Iteration 6Q: 3 clusters Score -3241378 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3241872.500000 Penalty: 5022.947754
	Iteration 7Q: 3 clusters Score -3241872 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3242474.750000 Penalty: 5022.947754
	Iteration 8Q: 3 clusters Score -3242475 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3243236.500000 Penalty: 5022.947754
	Iteration 9Q: 3 clusters Score -3243236 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3244178.750000 Penalty: 5022.947754
	Iteration 10F: 3 clusters Score -3244179 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3245136.000000 Penalty: 5022.947754
	Iteration 11F: 3 clusters Score -3245136 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3245944.750000 Penalty: 5022.947754
	Iteration 12Q: 3 clusters Score -3245945 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3246517.250000 Penalty: 5022.947754
	Iteration 13Q: 3 clusters Score -3246517 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3246932.750000 Penalty: 5022.947754
	Iteration 14Q: 3 clusters Score -3246933 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3247251.250000 Penalty: 5022.947754
	Iteration 15Q: 3 clusters Score -3247251 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3247448.000000 Penalty: 5022.947754
	Iteration 16Q: 3 clusters Score -3247448 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3247620.250000 Penalty: 5022.947754
	Iteration 17Q: 3 clusters Score -3247620 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3247773.750000 Penalty: 5022.947754
	Iteration 18Q: 3 clusters Score -3247774 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3247887.000000 Penalty: 5022.947754
	Iteration 19Q: 3 clusters Score -3247887 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3247999.500000 Penalty: 5022.947754
	Iteration 20F: 3 clusters Score -3248000 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3248096.750000 Penalty: 5022.947754
	Iteration 21Q: 3 clusters Score -3248097 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3248183.500000 Penalty: 5022.947754
	Iteration 22Q: 3 clusters Score -3248184 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3248252.500000 Penalty: 5022.947754
	Iteration 23Q: 3 clusters Score -3248252 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3248319.250000 Penalty: 5022.947754
	Iteration 24Q: 3 clusters Score -3248319 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3248394.500000 Penalty: 5022.947754
	Iteration 25Q: 3 clusters Score -3248394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3248452.000000 Penalty: 5022.947754
	Iteration 26Q: 3 clusters Score -3248452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3248486.500000 Penalty: 5022.947754
	Iteration 27Q: 3 clusters Score -3248486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3248523.000000 Penalty: 5022.947754
	Iteration 28Q: 3 clusters Score -3248523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3248551.500000 Penalty: 5022.947754
	Iteration 29Q: 3 clusters Score -3248552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3248569.000000 Penalty: 5022.947754
	Iteration 30Q: 3 clusters Score -3248569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3248582.000000 Penalty: 5022.947754
	Iteration 31Q: 3 clusters Score -3248582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3248601.500000 Penalty: 5022.947754
	Iteration 32Q: 3 clusters Score -3248602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3248620.500000 Penalty: 5022.947754
	Iteration 33Q: 3 clusters Score -3248620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3248639.500000 Penalty: 5022.947754
	Iteration 34Q: 3 clusters Score -3248640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3248652.750000 Penalty: 5022.947754
	Iteration 35Q: 3 clusters Score -3248653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3248681.750000 Penalty: 5022.947754
	Iteration 36Q: 3 clusters Score -3248682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3248702.750000 Penalty: 5022.947754
	Iteration 37Q: 3 clusters Score -3248703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3248719.000000 Penalty: 5022.947754
	Iteration 38Q: 3 clusters Score -3248719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3248727.000000 Penalty: 5022.947754
	Iteration 39Q: 3 clusters Score -3248727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3248732.750000 Penalty: 5022.947754
	Iteration 40F: 3 clusters Score -3248733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3248749.250000 Penalty: 5022.947754
	Iteration 41Q: 3 clusters Score -3248749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3248763.000000 Penalty: 5022.947754
	Iteration 42Q: 3 clusters Score -3248763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3248778.250000 Penalty: 5022.947754
	Iteration 43Q: 3 clusters Score -3248778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3248790.750000 Penalty: 5022.947754
	Iteration 44Q: 3 clusters Score -3248791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3248801.250000 Penalty: 5022.947754
	Iteration 45Q: 3 clusters Score -3248801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3248808.000000 Penalty: 5022.947754
	Iteration 46Q: 3 clusters Score -3248808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3248807.750000 Penalty: 5022.947754
	Iteration 47Q: 3 clusters Score -3248808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3248811.500000 Penalty: 5022.947754
	Iteration 48Q: 3 clusters Score -3248812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3248817.750000 Penalty: 5022.947754
	Iteration 49Q: 3 clusters Score -3248818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3248829.000000 Penalty: 5022.947754
	Iteration 50Q: 3 clusters Score -3248829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3248838.500000 Penalty: 5022.947754
	Iteration 51Q: 3 clusters Score -3248838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3248843.000000 Penalty: 5022.947754
	Iteration 52Q: 3 clusters Score -3248843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3248854.500000 Penalty: 5022.947754
	Iteration 53Q: 3 clusters Score -3248854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3248853.500000 Penalty: 5022.947754
	Iteration 54Q: 3 clusters Score -3248854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3248860.250000 Penalty: 5022.947754
	Iteration 55Q: 3 clusters Score -3248860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3248860.750000 Penalty: 5022.947754
	Iteration 56Q: 3 clusters Score -3248861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3248864.500000 Penalty: 5022.947754
	Iteration 57Q: 3 clusters Score -3248864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3248868.750000 Penalty: 5022.947754
	Iteration 58Q: 3 clusters Score -3248869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3248878.250000 Penalty: 5022.947754
	Iteration 59Q: 3 clusters Score -3248878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3248878.250000 Penalty: 5022.947754
	Iteration 60F: 3 clusters Score -3248878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3248877.750000 Penalty: 5022.947754
	Iteration 61Q: 3 clusters Score -3248878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3248878.000000 Penalty: 5022.947754
	Iteration 62Q: 3 clusters Score -3248878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3248876.500000 Penalty: 5022.947754
	Iteration 63Q: 3 clusters Score -3248876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3248874.750000 Penalty: 5022.947754
	Iteration 64Q: 3 clusters Score -3248875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3248875.500000 Penalty: 5022.947754
	Iteration 65Q: 3 clusters Score -3248876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3248879.500000 Penalty: 5022.947754
	Iteration 66Q: 3 clusters Score -3248880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3248879.500000 Penalty: 5022.947754
	Iteration 67Q: 3 clusters Score -3248880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3248880.000000 Penalty: 5022.947754
	Iteration 68Q: 3 clusters Score -3248880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3248881.000000 Penalty: 5022.947754
	Iteration 69Q: 3 clusters Score -3248881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3248877.500000 Penalty: 5022.947754
	Iteration 70Q: 3 clusters Score -3248878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3248877.500000 Penalty: 5022.947754
	Iteration 71F: 3 clusters Score -3248878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -2836632.000000 Penalty: 2477.993652
	Iteration 0F: 2 clusters Score -2836632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2821278.750000 Penalty: 4955.987305
	Iteration 0F: 3 clusters Score -2821279 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2826342.000000 Penalty: 4955.987305
	Iteration 1F: 3 clusters Score -2826342 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2826720.250000 Penalty: 4955.987305
	Iteration 2Q: 3 clusters Score -2826720 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2827074.500000 Penalty: 4955.987305
	Iteration 3Q: 3 clusters Score -2827074 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2827465.250000 Penalty: 4955.987305
	Iteration 4Q: 3 clusters Score -2827465 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2827922.500000 Penalty: 4955.987305
	Iteration 5Q: 3 clusters Score -2827922 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2828562.750000 Penalty: 4955.987305
	Iteration 6F: 3 clusters Score -2828563 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2829369.250000 Penalty: 4955.987305
	Iteration 7F: 3 clusters Score -2829369 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2830445.000000 Penalty: 4955.987305
	Iteration 8F: 3 clusters Score -2830445 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2831663.000000 Penalty: 4955.987305
	Iteration 9F: 3 clusters Score -2831663 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2832693.750000 Penalty: 4955.987305
	Iteration 10F: 3 clusters Score -2832694 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2833407.000000 Penalty: 4955.987305
	Iteration 11Q: 3 clusters Score -2833407 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2833785.500000 Penalty: 4955.987305
	Iteration 12Q: 3 clusters Score -2833786 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2833966.250000 Penalty: 4955.987305
	Iteration 13Q: 3 clusters Score -2833966 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2834065.000000 Penalty: 4955.987305
	Iteration 14Q: 3 clusters Score -2834065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2834137.000000 Penalty: 4955.987305
	Iteration 15Q: 3 clusters Score -2834137 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2834192.000000 Penalty: 4955.987305
	Iteration 16Q: 3 clusters Score -2834192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2834226.000000 Penalty: 4955.987305
	Iteration 17Q: 3 clusters Score -2834226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2834267.000000 Penalty: 4955.987305
	Iteration 18Q: 3 clusters Score -2834267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2834306.750000 Penalty: 4955.987305
	Iteration 19Q: 3 clusters Score -2834307 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2834352.250000 Penalty: 4955.987305
	Iteration 20F: 3 clusters Score -2834352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2834389.250000 Penalty: 4955.987305
	Iteration 21Q: 3 clusters Score -2834389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2834439.500000 Penalty: 4955.987305
	Iteration 22Q: 3 clusters Score -2834440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2834481.000000 Penalty: 4955.987305
	Iteration 23Q: 3 clusters Score -2834481 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2834521.750000 Penalty: 4955.987305
	Iteration 24Q: 3 clusters Score -2834522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2834567.000000 Penalty: 4955.987305
	Iteration 25Q: 3 clusters Score -2834567 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2834603.000000 Penalty: 4955.987305
	Iteration 26Q: 3 clusters Score -2834603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2834637.000000 Penalty: 4955.987305
	Iteration 27Q: 3 clusters Score -2834637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2834665.000000 Penalty: 4955.987305
	Iteration 28Q: 3 clusters Score -2834665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2834683.500000 Penalty: 4955.987305
	Iteration 29Q: 3 clusters Score -2834684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2834709.000000 Penalty: 4955.987305
	Iteration 30Q: 3 clusters Score -2834709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2834729.750000 Penalty: 4955.987305
	Iteration 31Q: 3 clusters Score -2834730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2834755.500000 Penalty: 4955.987305
	Iteration 32Q: 3 clusters Score -2834756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2834770.500000 Penalty: 4955.987305
	Iteration 33Q: 3 clusters Score -2834770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2834786.750000 Penalty: 4955.987305
	Iteration 34Q: 3 clusters Score -2834787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2834799.500000 Penalty: 4955.987305
	Iteration 35Q: 3 clusters Score -2834800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2834810.250000 Penalty: 4955.987305
	Iteration 36Q: 3 clusters Score -2834810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2834822.000000 Penalty: 4955.987305
	Iteration 37Q: 3 clusters Score -2834822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2834824.500000 Penalty: 4955.987305
	Iteration 38Q: 3 clusters Score -2834824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2834827.750000 Penalty: 4955.987305
	Iteration 39Q: 3 clusters Score -2834828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2834834.500000 Penalty: 4955.987305
	Iteration 40F: 3 clusters Score -2834834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2834844.750000 Penalty: 4955.987305
	Iteration 41Q: 3 clusters Score -2834845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2834847.750000 Penalty: 4955.987305
	Iteration 42Q: 3 clusters Score -2834848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2834854.000000 Penalty: 4955.987305
	Iteration 43Q: 3 clusters Score -2834854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2834858.500000 Penalty: 4955.987305
	Iteration 44Q: 3 clusters Score -2834858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2834869.750000 Penalty: 4955.987305
	Iteration 45Q: 3 clusters Score -2834870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2834876.750000 Penalty: 4955.987305
	Iteration 46Q: 3 clusters Score -2834877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2834874.000000 Penalty: 4955.987305
	Iteration 47Q: 3 clusters Score -2834874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2834876.250000 Penalty: 4955.987305
	Iteration 48Q: 3 clusters Score -2834876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2834878.750000 Penalty: 4955.987305
	Iteration 49Q: 3 clusters Score -2834879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2834882.250000 Penalty: 4955.987305
	Iteration 50Q: 3 clusters Score -2834882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2834881.750000 Penalty: 4955.987305
	Iteration 51Q: 3 clusters Score -2834882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2834885.250000 Penalty: 4955.987305
	Iteration 52Q: 3 clusters Score -2834885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2834886.500000 Penalty: 4955.987305
	Iteration 53Q: 3 clusters Score -2834886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2834886.500000 Penalty: 4955.987305
	Iteration 54Q: 3 clusters Score -2834886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2834889.500000 Penalty: 4955.987305
	Iteration 55Q: 3 clusters Score -2834890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2834890.750000 Penalty: 4955.987305
	Iteration 56Q: 3 clusters Score -2834891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2834899.250000 Penalty: 4955.987305
	Iteration 57Q: 3 clusters Score -2834899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2834904.000000 Penalty: 4955.987305
	Iteration 58Q: 3 clusters Score -2834904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2834908.000000 Penalty: 4955.987305
	Iteration 59Q: 3 clusters Score -2834908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2834912.250000 Penalty: 4955.987305
	Iteration 60F: 3 clusters Score -2834912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Entering Unmasked Estep 
Score: -22877788.000000 Penalty: 2999.181885
	Iteration 0F: 2 clusters Score -2.287779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -22761214.000000 Penalty: 5998.363770
	Iteration 0F: 3 clusters Score -2.276121e+07 nChanged 85809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -22811340.000000 Penalty: 5998.363770
	Iteration 1F: 3 clusters Score -2.281134e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -22812944.000000 Penalty: 5998.363770
	Iteration 2Q: 3 clusters Score -2.281294e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -22815382.000000 Penalty: 5998.363770
	Iteration 3Q: 3 clusters Score -2.281538e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -22820498.000000 Penalty: 5998.363770
	Iteration 4F: 3 clusters Score -2.28205e+07 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 125216 members 
Entering Unmasked Estep 
Score: -22829778.000000 Penalty: 5998.363770
	Iteration 5F: 3 clusters Score -2.282978e+07 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -22843372.000000 Penalty: 5998.363770
	Iteration 6F: 3 clusters Score -2.284337e+07 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 155620 members 
Entering Unmasked Estep 
Score: -22858148.000000 Penalty: 5998.363770
	Iteration 7F: 3 clusters Score -2.285815e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -22868386.000000 Penalty: 5998.363770
	Iteration 8F: 3 clusters Score -2.286839e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 172501 members 
Entering Unmasked Estep 
Score: -22873006.000000 Penalty: 5998.363770
	Iteration 9Q: 3 clusters Score -2.287301e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -22874506.000000 Penalty: 5998.363770
	Iteration 10Q: 3 clusters Score -2.287451e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 175837 members 
Entering Unmasked Estep 
Score: -22875126.000000 Penalty: 5998.363770
	Iteration 11Q: 3 clusters Score -2.287513e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 176330 members 
Entering Unmasked Estep 
Score: -22875410.000000 Penalty: 5998.363770
	Iteration 12Q: 3 clusters Score -2.287541e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -22875468.000000 Penalty: 5998.363770
	Iteration 13Q: 3 clusters Score -2.287547e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 176793 members 
Entering Unmasked Estep 
Score: -22875576.000000 Penalty: 5998.363770
	Iteration 14Q: 3 clusters Score -2.287558e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 176919 members 
Entering Unmasked Estep 
Score: -22875606.000000 Penalty: 5998.363770
	Iteration 15Q: 3 clusters Score -2.287561e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -22875614.000000 Penalty: 5998.363770
	Iteration 16Q: 3 clusters Score -2.287561e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -22875588.000000 Penalty: 5998.363770
	Iteration 17Q: 3 clusters Score -2.287559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -22875590.000000 Penalty: 5998.363770
	Iteration 18Q: 3 clusters Score -2.287559e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 177196 members 
Entering Unmasked Estep 
Score: -22875634.000000 Penalty: 5998.363770
	Iteration 19Q: 3 clusters Score -2.287563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 177240 members 
Entering Unmasked Estep 
Score: -22875626.000000 Penalty: 5998.363770
	Iteration 20F: 3 clusters Score -2.287563e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 177275 members 
Entering Unmasked Estep 
Score: -22875618.000000 Penalty: 5998.363770
	Iteration 21Q: 3 clusters Score -2.287562e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -22875640.000000 Penalty: 5998.363770
	Iteration 22Q: 3 clusters Score -2.287564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 177322 members 
Entering Unmasked Estep 
Score: -22875662.000000 Penalty: 5998.363770
	Iteration 23Q: 3 clusters Score -2.287566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 177347 members 
Entering Unmasked Estep 
Score: -22875648.000000 Penalty: 5998.363770
	Iteration 24Q: 3 clusters Score -2.287565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -22875652.000000 Penalty: 5998.363770
	Iteration 25Q: 3 clusters Score -2.287565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -22875658.000000 Penalty: 5998.363770
	Iteration 26Q: 3 clusters Score -2.287566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -22875658.000000 Penalty: 5998.363770
	Iteration 27Q: 3 clusters Score -2.287566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -22875660.000000 Penalty: 5998.363770
	Iteration 28Q: 3 clusters Score -2.287566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 177385 members 
Entering Unmasked Estep 
Score: -22875672.000000 Penalty: 5998.363770
	Iteration 29Q: 3 clusters Score -2.287567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 177393 members 
Entering Unmasked Estep 
Score: -22875674.000000 Penalty: 5998.363770
	Iteration 30Q: 3 clusters Score -2.287567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 177400 members 
Entering Unmasked Estep 
Score: -22875690.000000 Penalty: 5998.363770
	Iteration 31Q: 3 clusters Score -2.287569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 177409 members 
Entering Unmasked Estep 
Score: -22875688.000000 Penalty: 5998.363770
	Iteration 32Q: 3 clusters Score -2.287569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -22875672.000000 Penalty: 5998.363770
	Iteration 33Q: 3 clusters Score -2.287567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -22875662.000000 Penalty: 5998.363770
	Iteration 34Q: 3 clusters Score -2.287566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 177418 members 
Entering Unmasked Estep 
Score: -22875666.000000 Penalty: 5998.363770
	Iteration 35Q: 3 clusters Score -2.287567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -22875658.000000 Penalty: 5998.363770
	Iteration 36Q: 3 clusters Score -2.287566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 177426 members 
Entering Unmasked Estep 
Score: -22875678.000000 Penalty: 5998.363770
	Iteration 37Q: 3 clusters Score -2.287568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -22875678.000000 Penalty: 5998.363770
	Iteration 38Q: 3 clusters Score -2.287568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 177429 members 
Entering Unmasked Estep 
Score: -22875680.000000 Penalty: 5998.363770
	Iteration 39Q: 3 clusters Score -2.287568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -22875690.000000 Penalty: 5998.363770
	Iteration 40F: 3 clusters Score -2.287569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 177437 members 
Entering Unmasked Estep 
Score: -22875688.000000 Penalty: 5998.363770
	Iteration 41Q: 3 clusters Score -2.287569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -22875696.000000 Penalty: 5998.363770
	Iteration 42Q: 3 clusters Score -2.28757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -22875700.000000 Penalty: 5998.363770
	Iteration 43Q: 3 clusters Score -2.28757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -22875700.000000 Penalty: 5998.363770
	Iteration 44Q: 3 clusters Score -2.28757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 177459 members 
Entering Unmasked Estep 
Score: -22875682.000000 Penalty: 5998.363770
	Iteration 45Q: 3 clusters Score -2.287568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -22875690.000000 Penalty: 5998.363770
	Iteration 46Q: 3 clusters Score -2.287569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 177465 members 
Entering Unmasked Estep 
Score: -22875698.000000 Penalty: 5998.363770
	Iteration 47Q: 3 clusters Score -2.28757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 177471 members 
Entering Unmasked Estep 
Score: -22875694.000000 Penalty: 5998.363770
	Iteration 48Q: 3 clusters Score -2.287569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -22875694.000000 Penalty: 5998.363770
	Iteration 49Q: 3 clusters Score -2.287569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -22875700.000000 Penalty: 5998.363770
	Iteration 50Q: 3 clusters Score -2.28757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -22875704.000000 Penalty: 5998.363770
	Iteration 51Q: 3 clusters Score -2.28757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -22875698.000000 Penalty: 5998.363770
	Iteration 52Q: 3 clusters Score -2.28757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 177485 members 
Entering Unmasked Estep 
Score: -22875698.000000 Penalty: 5998.363770
	Iteration 53Q: 3 clusters Score -2.28757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 177484 members 
Entering Unmasked Estep 
Score: -22875714.000000 Penalty: 5998.363770
	Iteration 54Q: 3 clusters Score -2.287571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -22875720.000000 Penalty: 5998.363770
	Iteration 55Q: 3 clusters Score -2.287572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 177482 members 
Entering Unmasked Estep 
Score: -22875728.000000 Penalty: 5998.363770
	Iteration 56Q: 3 clusters Score -2.287573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -22875722.000000 Penalty: 5998.363770
	Iteration 57Q: 3 clusters Score -2.287572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 177485 members 
Entering Unmasked Estep 
Score: -22875714.000000 Penalty: 5998.363770
	Iteration 58Q: 3 clusters Score -2.287571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 177487 members 
Entering Unmasked Estep 
Score: -22875708.000000 Penalty: 5998.363770
	Iteration 59Q: 3 clusters Score -2.287571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 177490 members 
Entering Unmasked Estep 
Score: -22875700.000000 Penalty: 5998.363770
	Iteration 60F: 3 clusters Score -2.28757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 177493 members 
Entering Unmasked Estep 
Score: -22875686.000000 Penalty: 5998.363770
	Iteration 61Q: 3 clusters Score -2.287569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 177494 members 
Entering Unmasked Estep 
Score: -22875688.000000 Penalty: 5998.363770
	Iteration 62Q: 3 clusters Score -2.287569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 177495 members 
Entering Unmasked Estep 
Score: -22875692.000000 Penalty: 5998.363770
	Iteration 63Q: 3 clusters Score -2.287569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 177495 members 
Entering Unmasked Estep 
Score: -22875692.000000 Penalty: 5998.363770
	Iteration 64F: 3 clusters Score -2.287569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Entering Unmasked Estep 
Score: -2690001.750000 Penalty: 2464.392578
	Iteration 0F: 2 clusters Score -2690002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2675408.500000 Penalty: 4928.785156
	Iteration 0F: 3 clusters Score -2675408 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2680157.250000 Penalty: 4928.785156
	Iteration 1F: 3 clusters Score -2680157 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2680521.500000 Penalty: 4928.785156
	Iteration 2F: 3 clusters Score -2680522 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2680788.000000 Penalty: 4928.785156
	Iteration 3Q: 3 clusters Score -2680788 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2680991.000000 Penalty: 4928.785156
	Iteration 4Q: 3 clusters Score -2680991 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2681167.250000 Penalty: 4928.785156
	Iteration 5Q: 3 clusters Score -2681167 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2681363.250000 Penalty: 4928.785156
	Iteration 6Q: 3 clusters Score -2681363 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2681586.250000 Penalty: 4928.785156
	Iteration 7Q: 3 clusters Score -2681586 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2681879.750000 Penalty: 4928.785156
	Iteration 8Q: 3 clusters Score -2681880 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2682223.500000 Penalty: 4928.785156
	Iteration 9Q: 3 clusters Score -2682224 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2682650.500000 Penalty: 4928.785156
	Iteration 10Q: 3 clusters Score -2682650 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2683199.000000 Penalty: 4928.785156
	Iteration 11Q: 3 clusters Score -2683199 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2683862.500000 Penalty: 4928.785156
	Iteration 12Q: 3 clusters Score -2683862 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2684711.500000 Penalty: 4928.785156
	Iteration 13F: 3 clusters Score -2684712 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2685519.750000 Penalty: 4928.785156
	Iteration 14F: 3 clusters Score -2685520 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2686024.500000 Penalty: 4928.785156
	Iteration 15Q: 3 clusters Score -2686024 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2686290.000000 Penalty: 4928.785156
	Iteration 16Q: 3 clusters Score -2686290 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2686423.250000 Penalty: 4928.785156
	Iteration 17Q: 3 clusters Score -2686423 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2686537.250000 Penalty: 4928.785156
	Iteration 18Q: 3 clusters Score -2686537 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2686629.250000 Penalty: 4928.785156
	Iteration 19Q: 3 clusters Score -2686629 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2686727.250000 Penalty: 4928.785156
	Iteration 20F: 3 clusters Score -2686727 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2686797.000000 Penalty: 4928.785156
	Iteration 21Q: 3 clusters Score -2686797 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2686870.750000 Penalty: 4928.785156
	Iteration 22Q: 3 clusters Score -2686871 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2686917.500000 Penalty: 4928.785156
	Iteration 23Q: 3 clusters Score -2686918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2686956.500000 Penalty: 4928.785156
	Iteration 24Q: 3 clusters Score -2686956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2687001.000000 Penalty: 4928.785156
	Iteration 25Q: 3 clusters Score -2687001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2687026.000000 Penalty: 4928.785156
	Iteration 26Q: 3 clusters Score -2687026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2687058.750000 Penalty: 4928.785156
	Iteration 27Q: 3 clusters Score -2687059 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2687094.500000 Penalty: 4928.785156
	Iteration 28Q: 3 clusters Score -2687094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2687130.000000 Penalty: 4928.785156
	Iteration 29Q: 3 clusters Score -2687130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2687153.250000 Penalty: 4928.785156
	Iteration 30Q: 3 clusters Score -2687153 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2687179.750000 Penalty: 4928.785156
	Iteration 31Q: 3 clusters Score -2687180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2687200.500000 Penalty: 4928.785156
	Iteration 32Q: 3 clusters Score -2687200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2687211.750000 Penalty: 4928.785156
	Iteration 33Q: 3 clusters Score -2687212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2687233.000000 Penalty: 4928.785156
	Iteration 34Q: 3 clusters Score -2687233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2687261.250000 Penalty: 4928.785156
	Iteration 35Q: 3 clusters Score -2687261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2687286.000000 Penalty: 4928.785156
	Iteration 36Q: 3 clusters Score -2687286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2687313.000000 Penalty: 4928.785156
	Iteration 37Q: 3 clusters Score -2687313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2687341.750000 Penalty: 4928.785156
	Iteration 38Q: 3 clusters Score -2687342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2687353.000000 Penalty: 4928.785156
	Iteration 39Q: 3 clusters Score -2687353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2687372.750000 Penalty: 4928.785156
	Iteration 40F: 3 clusters Score -2687373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2687394.750000 Penalty: 4928.785156
	Iteration 41Q: 3 clusters Score -2687395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2687413.250000 Penalty: 4928.785156
	Iteration 42Q: 3 clusters Score -2687413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2687434.500000 Penalty: 4928.785156
	Iteration 43Q: 3 clusters Score -2687434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2687449.750000 Penalty: 4928.785156
	Iteration 44Q: 3 clusters Score -2687450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2687468.500000 Penalty: 4928.785156
	Iteration 45Q: 3 clusters Score -2687468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2687494.500000 Penalty: 4928.785156
	Iteration 46Q: 3 clusters Score -2687494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2687514.250000 Penalty: 4928.785156
	Iteration 47Q: 3 clusters Score -2687514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2687535.750000 Penalty: 4928.785156
	Iteration 48Q: 3 clusters Score -2687536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2687537.000000 Penalty: 4928.785156
	Iteration 49Q: 3 clusters Score -2687537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2687555.250000 Penalty: 4928.785156
	Iteration 50Q: 3 clusters Score -2687555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2687561.000000 Penalty: 4928.785156
	Iteration 51Q: 3 clusters Score -2687561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2687572.750000 Penalty: 4928.785156
	Iteration 52Q: 3 clusters Score -2687573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2687585.500000 Penalty: 4928.785156
	Iteration 53Q: 3 clusters Score -2687586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2687609.500000 Penalty: 4928.785156
	Iteration 54Q: 3 clusters Score -2687610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2687619.250000 Penalty: 4928.785156
	Iteration 55Q: 3 clusters Score -2687619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2687647.500000 Penalty: 4928.785156
	Iteration 56Q: 3 clusters Score -2687648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2687668.000000 Penalty: 4928.785156
	Iteration 57Q: 3 clusters Score -2687668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2687690.250000 Penalty: 4928.785156
	Iteration 58Q: 3 clusters Score -2687690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2687705.250000 Penalty: 4928.785156
	Iteration 59Q: 3 clusters Score -2687705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2687712.000000 Penalty: 4928.785156
	Iteration 60F: 3 clusters Score -2687712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2687713.750000 Penalty: 4928.785156
	Iteration 61Q: 3 clusters Score -2687714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2687728.500000 Penalty: 4928.785156
	Iteration 62Q: 3 clusters Score -2687728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2687737.500000 Penalty: 4928.785156
	Iteration 63Q: 3 clusters Score -2687738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2687746.250000 Penalty: 4928.785156
	Iteration 64Q: 3 clusters Score -2687746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2687757.500000 Penalty: 4928.785156
	Iteration 65Q: 3 clusters Score -2687758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2687768.500000 Penalty: 4928.785156
	Iteration 66Q: 3 clusters Score -2687768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2687769.750000 Penalty: 4928.785156
	Iteration 67Q: 3 clusters Score -2687770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2687778.500000 Penalty: 4928.785156
	Iteration 68Q: 3 clusters Score -2687778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2687793.250000 Penalty: 4928.785156
	Iteration 69Q: 3 clusters Score -2687793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2687793.750000 Penalty: 4928.785156
	Iteration 70Q: 3 clusters Score -2687794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2687795.250000 Penalty: 4928.785156
	Iteration 71Q: 3 clusters Score -2687795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2687794.750000 Penalty: 4928.785156
	Iteration 72Q: 3 clusters Score -2687795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2687805.000000 Penalty: 4928.785156
	Iteration 73Q: 3 clusters Score -2687805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2687810.750000 Penalty: 4928.785156
	Iteration 74Q: 3 clusters Score -2687811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2687810.000000 Penalty: 4928.785156
	Iteration 75Q: 3 clusters Score -2687810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2687812.750000 Penalty: 4928.785156
	Iteration 76Q: 3 clusters Score -2687813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2687812.000000 Penalty: 4928.785156
	Iteration 77Q: 3 clusters Score -2687812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2687810.500000 Penalty: 4928.785156
	Iteration 78Q: 3 clusters Score -2687810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2687809.500000 Penalty: 4928.785156
	Iteration 79Q: 3 clusters Score -2687810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2687811.000000 Penalty: 4928.785156
	Iteration 80F: 3 clusters Score -2687811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2687810.000000 Penalty: 4928.785156
	Iteration 81Q: 3 clusters Score -2687810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2687814.750000 Penalty: 4928.785156
	Iteration 82Q: 3 clusters Score -2687815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2687816.500000 Penalty: 4928.785156
	Iteration 83Q: 3 clusters Score -2687816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2687818.000000 Penalty: 4928.785156
	Iteration 84Q: 3 clusters Score -2687818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2687816.500000 Penalty: 4928.785156
	Iteration 85Q: 3 clusters Score -2687816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2687820.500000 Penalty: 4928.785156
	Iteration 86Q: 3 clusters Score -2687820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2687821.000000 Penalty: 4928.785156
	Iteration 87Q: 3 clusters Score -2687821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2687824.250000 Penalty: 4928.785156
	Iteration 88Q: 3 clusters Score -2687824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2687824.250000 Penalty: 4928.785156
	Iteration 89Q: 3 clusters Score -2687824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2687825.500000 Penalty: 4928.785156
	Iteration 90Q: 3 clusters Score -2687826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2687824.250000 Penalty: 4928.785156
	Iteration 91Q: 3 clusters Score -2687824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2687822.500000 Penalty: 4928.785156
	Iteration 92Q: 3 clusters Score -2687822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2687822.000000 Penalty: 4928.785156
	Iteration 93Q: 3 clusters Score -2687822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2687820.500000 Penalty: 4928.785156
	Iteration 94Q: 3 clusters Score -2687820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2687823.000000 Penalty: 4928.785156
	Iteration 95Q: 3 clusters Score -2687823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2687819.250000 Penalty: 4928.785156
	Iteration 96Q: 3 clusters Score -2687819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2687821.500000 Penalty: 4928.785156
	Iteration 97Q: 3 clusters Score -2687822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2687824.250000 Penalty: 4928.785156
	Iteration 98Q: 3 clusters Score -2687824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2687830.250000 Penalty: 4928.785156
	Iteration 99Q: 3 clusters Score -2687830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2687832.000000 Penalty: 4928.785156
	Iteration 100F: 3 clusters Score -2687832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2687830.500000 Penalty: 4928.785156
	Iteration 101Q: 3 clusters Score -2687830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2687832.750000 Penalty: 4928.785156
	Iteration 102Q: 3 clusters Score -2687833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2687834.250000 Penalty: 4928.785156
	Iteration 103Q: 3 clusters Score -2687834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2687831.000000 Penalty: 4928.785156
	Iteration 104Q: 3 clusters Score -2687831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2687833.500000 Penalty: 4928.785156
	Iteration 105Q: 3 clusters Score -2687834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2687835.250000 Penalty: 4928.785156
	Iteration 106Q: 3 clusters Score -2687835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2687833.500000 Penalty: 4928.785156
	Iteration 107Q: 3 clusters Score -2687834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2687838.500000 Penalty: 4928.785156
	Iteration 108Q: 3 clusters Score -2687838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2687842.000000 Penalty: 4928.785156
	Iteration 109Q: 3 clusters Score -2687842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2687842.500000 Penalty: 4928.785156
	Iteration 110Q: 3 clusters Score -2687842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2687844.250000 Penalty: 4928.785156
	Iteration 111Q: 3 clusters Score -2687844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2687842.250000 Penalty: 4928.785156
	Iteration 112Q: 3 clusters Score -2687842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2687842.750000 Penalty: 4928.785156
	Iteration 113Q: 3 clusters Score -2687843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2687843.250000 Penalty: 4928.785156
	Iteration 114Q: 3 clusters Score -2687843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2687842.500000 Penalty: 4928.785156
	Iteration 115Q: 3 clusters Score -2687842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2687848.000000 Penalty: 4928.785156
	Iteration 116Q: 3 clusters Score -2687848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2687847.750000 Penalty: 4928.785156
	Iteration 117Q: 3 clusters Score -2687848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2687845.000000 Penalty: 4928.785156
	Iteration 118Q: 3 clusters Score -2687845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2687848.500000 Penalty: 4928.785156
	Iteration 119Q: 3 clusters Score -2687848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2687852.750000 Penalty: 4928.785156
	Iteration 120F: 3 clusters Score -2687853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2687851.500000 Penalty: 4928.785156
	Iteration 121Q: 3 clusters Score -2687852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2687848.500000 Penalty: 4928.785156
	Iteration 122Q: 3 clusters Score -2687848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2687851.500000 Penalty: 4928.785156
	Iteration 123Q: 3 clusters Score -2687852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2687852.500000 Penalty: 4928.785156
	Iteration 124Q: 3 clusters Score -2687852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2687859.250000 Penalty: 4928.785156
	Iteration 125Q: 3 clusters Score -2687859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2687855.500000 Penalty: 4928.785156
	Iteration 126Q: 3 clusters Score -2687856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2687870.000000 Penalty: 4928.785156
	Iteration 127Q: 3 clusters Score -2687870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2687879.500000 Penalty: 4928.785156
	Iteration 128Q: 3 clusters Score -2687880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2687877.250000 Penalty: 4928.785156
	Iteration 129Q: 3 clusters Score -2687877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2687881.750000 Penalty: 4928.785156
	Iteration 130Q: 3 clusters Score -2687882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2687884.750000 Penalty: 4928.785156
	Iteration 131Q: 3 clusters Score -2687885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2687890.250000 Penalty: 4928.785156
	Iteration 132Q: 3 clusters Score -2687890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2687892.500000 Penalty: 4928.785156
	Iteration 133Q: 3 clusters Score -2687892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2687892.000000 Penalty: 4928.785156
	Iteration 134Q: 3 clusters Score -2687892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2687895.250000 Penalty: 4928.785156
	Iteration 135Q: 3 clusters Score -2687895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2687896.250000 Penalty: 4928.785156
	Iteration 136Q: 3 clusters Score -2687896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2687897.500000 Penalty: 4928.785156
	Iteration 137Q: 3 clusters Score -2687898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2687900.000000 Penalty: 4928.785156
	Iteration 138Q: 3 clusters Score -2687900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2687906.500000 Penalty: 4928.785156
	Iteration 139Q: 3 clusters Score -2687906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2687907.750000 Penalty: 4928.785156
	Iteration 140F: 3 clusters Score -2687908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2687910.000000 Penalty: 4928.785156
	Iteration 141Q: 3 clusters Score -2687910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2687911.500000 Penalty: 4928.785156
	Iteration 142Q: 3 clusters Score -2687912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2687912.500000 Penalty: 4928.785156
	Iteration 143Q: 3 clusters Score -2687912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2687912.000000 Penalty: 4928.785156
	Iteration 144Q: 3 clusters Score -2687912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2687918.500000 Penalty: 4928.785156
	Iteration 145Q: 3 clusters Score -2687918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2687917.750000 Penalty: 4928.785156
	Iteration 146Q: 3 clusters Score -2687918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2687913.250000 Penalty: 4928.785156
	Iteration 147Q: 3 clusters Score -2687913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2687921.250000 Penalty: 4928.785156
	Iteration 148Q: 3 clusters Score -2687921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2687919.000000 Penalty: 4928.785156
	Iteration 149Q: 3 clusters Score -2687919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2687920.500000 Penalty: 4928.785156
	Iteration 150Q: 3 clusters Score -2687920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2687925.000000 Penalty: 4928.785156
	Iteration 151Q: 3 clusters Score -2687925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2687924.750000 Penalty: 4928.785156
	Iteration 152Q: 3 clusters Score -2687925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2687927.250000 Penalty: 4928.785156
	Iteration 153Q: 3 clusters Score -2687927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2687930.250000 Penalty: 4928.785156
	Iteration 154Q: 3 clusters Score -2687930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2687930.250000 Penalty: 4928.785156
	Iteration 155F: 3 clusters Score -2687930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -46015.753906 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -46015.75 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 231 members 
Entering Unmasked Estep 
Score: -44680.015625 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -44680.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44931.593750 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -44931.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44992.250000 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -44992.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45038.703125 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -45038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45068.015625 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -45068.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45080.429688 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -45080.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45080.429688 Penalty: 3022.410645
	Iteration 6F: 3 clusters Score -45080.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198868 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135941 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89138 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 73540 members 
Mstep: Class 15 contains 25007 members 
Mstep: Class 16 contains 21849 members 
Mstep: Class 17 contains 178702 members 
Mstep: Class 18 contains 20683 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288720.000000 Penalty: 53843.792969
Iteration 119Q: 17 clusters Score -9.828872e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 198911 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135804 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89184 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 73526 members 
Mstep: Class 15 contains 25028 members 
Mstep: Class 16 contains 21865 members 
Mstep: Class 17 contains 178716 members 
Mstep: Class 18 contains 20694 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288752.000000 Penalty: 53843.792969
Iteration 120F: 17 clusters Score -9.828875e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 198935 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135680 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89227 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 73514 members 
Mstep: Class 15 contains 25042 members 
Mstep: Class 16 contains 21885 members 
Mstep: Class 17 contains 178738 members 
Mstep: Class 18 contains 20709 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288624.000000 Penalty: 53843.792969
Iteration 121Q: 17 clusters Score -9.828862e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 198973 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135536 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89288 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 73492 members 
Mstep: Class 15 contains 25056 members 
Mstep: Class 16 contains 21913 members 
Mstep: Class 17 contains 178745 members 
Mstep: Class 18 contains 20721 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288480.000000 Penalty: 53843.792969
Iteration 122Q: 17 clusters Score -9.828848e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199010 members 
Mstep: Class 4 contains 11935 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135410 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89346 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 73471 members 
Mstep: Class 15 contains 25070 members 
Mstep: Class 16 contains 21937 members 
Mstep: Class 17 contains 178762 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288368.000000 Penalty: 53843.792969
Iteration 123Q: 17 clusters Score -9.828837e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199039 members 
Mstep: Class 4 contains 11935 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135258 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89418 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 73452 members 
Mstep: Class 15 contains 25081 members 
Mstep: Class 16 contains 21961 members 
Mstep: Class 17 contains 178793 members 
Mstep: Class 18 contains 20726 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288304.000000 Penalty: 53843.792969
Iteration 124Q: 17 clusters Score -9.82883e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199073 members 
Mstep: Class 4 contains 11935 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135122 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89479 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 73436 members 
Mstep: Class 15 contains 25095 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 178800 members 
Mstep: Class 18 contains 20738 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288480.000000 Penalty: 53843.792969
Iteration 125Q: 17 clusters Score -9.828848e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199090 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 135005 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89533 members 
Mstep: Class 12 contains 11622 members 
Mstep: Class 13 contains 73418 members 
Mstep: Class 15 contains 25105 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 178823 members 
Mstep: Class 18 contains 20744 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288408.000000 Penalty: 53843.792969
Iteration 126Q: 17 clusters Score -9.828841e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199098 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134916 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89578 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 73397 members 
Mstep: Class 15 contains 25119 members 
Mstep: Class 16 contains 22025 members 
Mstep: Class 17 contains 178839 members 
Mstep: Class 18 contains 20750 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288280.000000 Penalty: 53843.792969
Iteration 127Q: 17 clusters Score -9.828828e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199127 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 7739 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134822 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89628 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 73376 members 
Mstep: Class 15 contains 25135 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 178842 members 
Mstep: Class 18 contains 20753 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288408.000000 Penalty: 53843.792969
Iteration 128Q: 17 clusters Score -9.828841e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199157 members 
Mstep: Class 4 contains 11930 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134722 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89670 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 73358 members 
Mstep: Class 15 contains 25152 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 17 contains 178848 members 
Mstep: Class 18 contains 20763 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288400.000000 Penalty: 53843.792969
Iteration 129Q: 17 clusters Score -9.82884e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199177 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134662 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89694 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 73344 members 
Mstep: Class 15 contains 25168 members 
Mstep: Class 16 contains 22059 members 
Mstep: Class 17 contains 178846 members 
Mstep: Class 18 contains 20771 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288552.000000 Penalty: 53843.792969
Iteration 130Q: 17 clusters Score -9.828855e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199203 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134578 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89729 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 73332 members 
Mstep: Class 15 contains 25182 members 
Mstep: Class 16 contains 22066 members 
Mstep: Class 17 contains 178841 members 
Mstep: Class 18 contains 20778 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288576.000000 Penalty: 53843.792969
Iteration 131Q: 17 clusters Score -9.828858e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199228 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134509 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89758 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 73322 members 
Mstep: Class 15 contains 25184 members 
Mstep: Class 16 contains 22077 members 
Mstep: Class 17 contains 178836 members 
Mstep: Class 18 contains 20787 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288432.000000 Penalty: 53843.792969
Iteration 132Q: 17 clusters Score -9.828843e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199265 members 
Mstep: Class 4 contains 11930 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134438 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89790 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 73310 members 
Mstep: Class 15 contains 25187 members 
Mstep: Class 16 contains 22084 members 
Mstep: Class 17 contains 178835 members 
Mstep: Class 18 contains 20792 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288456.000000 Penalty: 53843.792969
Iteration 133Q: 17 clusters Score -9.828846e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199290 members 
Mstep: Class 4 contains 11929 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134357 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89817 members 
Mstep: Class 12 contains 11661 members 
Mstep: Class 13 contains 73296 members 
Mstep: Class 15 contains 25193 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 17 contains 178854 members 
Mstep: Class 18 contains 20797 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288384.000000 Penalty: 53843.792969
Iteration 134Q: 17 clusters Score -9.828838e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199304 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134303 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89849 members 
Mstep: Class 12 contains 11665 members 
Mstep: Class 13 contains 73281 members 
Mstep: Class 15 contains 25194 members 
Mstep: Class 16 contains 22098 members 
Mstep: Class 17 contains 178864 members 
Mstep: Class 18 contains 20804 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288376.000000 Penalty: 53843.792969
Iteration 135Q: 17 clusters Score -9.828838e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 199318 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134251 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89878 members 
Mstep: Class 12 contains 11669 members 
Mstep: Class 13 contains 73273 members 
Mstep: Class 15 contains 25195 members 
Mstep: Class 16 contains 22101 members 
Mstep: Class 17 contains 178874 members 
Mstep: Class 18 contains 20809 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288304.000000 Penalty: 53843.792969
Iteration 136Q: 17 clusters Score -9.82883e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199336 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134198 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89891 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 73261 members 
Mstep: Class 15 contains 25202 members 
Mstep: Class 16 contains 22108 members 
Mstep: Class 17 contains 178884 members 
Mstep: Class 18 contains 20814 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288304.000000 Penalty: 53843.792969
Iteration 137Q: 17 clusters Score -9.82883e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 199368 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134148 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89907 members 
Mstep: Class 12 contains 11671 members 
Mstep: Class 13 contains 73253 members 
Mstep: Class 15 contains 25208 members 
Mstep: Class 16 contains 22108 members 
Mstep: Class 17 contains 178892 members 
Mstep: Class 18 contains 20816 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288304.000000 Penalty: 53843.792969
Iteration 138Q: 17 clusters Score -9.82883e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199390 members 
Mstep: Class 4 contains 11925 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134105 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89924 members 
Mstep: Class 12 contains 11673 members 
Mstep: Class 13 contains 73248 members 
Mstep: Class 15 contains 25221 members 
Mstep: Class 16 contains 22109 members 
Mstep: Class 17 contains 178878 members 
Mstep: Class 18 contains 20821 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288224.000000 Penalty: 53843.792969
Iteration 139Q: 17 clusters Score -9.828822e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199423 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134060 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89939 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 73238 members 
Mstep: Class 15 contains 25238 members 
Mstep: Class 16 contains 22111 members 
Mstep: Class 17 contains 178864 members 
Mstep: Class 18 contains 20824 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288240.000000 Penalty: 53843.792969
Iteration 140F: 17 clusters Score -9.828824e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199444 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 134012 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 89970 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 73230 members 
Mstep: Class 15 contains 25249 members 
Mstep: Class 16 contains 22114 members 
Mstep: Class 17 contains 178850 members 
Mstep: Class 18 contains 20830 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288256.000000 Penalty: 53843.792969
Iteration 141Q: 17 clusters Score -9.828826e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199474 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133954 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90002 members 
Mstep: Class 12 contains 11673 members 
Mstep: Class 13 contains 73218 members 
Mstep: Class 15 contains 25264 members 
Mstep: Class 16 contains 22116 members 
Mstep: Class 17 contains 178836 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288200.000000 Penalty: 53843.792969
Iteration 142Q: 17 clusters Score -9.82882e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199513 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133892 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90038 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 73207 members 
Mstep: Class 15 contains 25267 members 
Mstep: Class 16 contains 22119 members 
Mstep: Class 17 contains 178822 members 
Mstep: Class 18 contains 20837 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288192.000000 Penalty: 53843.792969
Iteration 143Q: 17 clusters Score -9.828819e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199559 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133840 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90066 members 
Mstep: Class 12 contains 11677 members 
Mstep: Class 13 contains 73195 members 
Mstep: Class 15 contains 25268 members 
Mstep: Class 16 contains 22126 members 
Mstep: Class 17 contains 178799 members 
Mstep: Class 18 contains 20840 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288200.000000 Penalty: 53843.792969
Iteration 144Q: 17 clusters Score -9.82882e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199595 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133783 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90101 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 73184 members 
Mstep: Class 15 contains 25276 members 
Mstep: Class 16 contains 22133 members 
Mstep: Class 17 contains 178774 members 
Mstep: Class 18 contains 20844 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288104.000000 Penalty: 53843.792969
Iteration 145Q: 17 clusters Score -9.82881e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199639 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7720 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133720 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90129 members 
Mstep: Class 12 contains 11679 members 
Mstep: Class 13 contains 73177 members 
Mstep: Class 15 contains 25280 members 
Mstep: Class 16 contains 22138 members 
Mstep: Class 17 contains 178763 members 
Mstep: Class 18 contains 20847 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288296.000000 Penalty: 53843.792969
Iteration 146Q: 17 clusters Score -9.82883e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 3 contains 199689 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 7719 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133655 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90156 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 73170 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 22136 members 
Mstep: Class 17 contains 178740 members 
Mstep: Class 18 contains 20851 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288168.000000 Penalty: 53843.792969
Iteration 147Q: 17 clusters Score -9.828817e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199717 members 
Mstep: Class 4 contains 11928 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133575 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90194 members 
Mstep: Class 12 contains 11686 members 
Mstep: Class 13 contains 73162 members 
Mstep: Class 15 contains 25299 members 
Mstep: Class 16 contains 22142 members 
Mstep: Class 17 contains 178739 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288264.000000 Penalty: 53843.792969
Iteration 148Q: 17 clusters Score -9.828826e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199766 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133509 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90225 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 73152 members 
Mstep: Class 15 contains 25306 members 
Mstep: Class 16 contains 22144 members 
Mstep: Class 17 contains 178721 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288232.000000 Penalty: 53843.792969
Iteration 149Q: 17 clusters Score -9.828823e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199810 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133450 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90264 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 73140 members 
Mstep: Class 15 contains 25318 members 
Mstep: Class 16 contains 22145 members 
Mstep: Class 17 contains 178691 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288328.000000 Penalty: 53843.792969
Iteration 150Q: 17 clusters Score -9.828833e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199851 members 
Mstep: Class 4 contains 11925 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133393 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90298 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 73127 members 
Mstep: Class 15 contains 25326 members 
Mstep: Class 16 contains 22143 members 
Mstep: Class 17 contains 178676 members 
Mstep: Class 18 contains 20860 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288320.000000 Penalty: 53843.792969
Iteration 151Q: 17 clusters Score -9.828832e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199866 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133350 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90330 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 73120 members 
Mstep: Class 15 contains 25338 members 
Mstep: Class 16 contains 22142 members 
Mstep: Class 17 contains 178662 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288264.000000 Penalty: 53843.792969
Iteration 152Q: 17 clusters Score -9.828826e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199875 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133309 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90363 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 73116 members 
Mstep: Class 15 contains 25346 members 
Mstep: Class 16 contains 22144 members 
Mstep: Class 17 contains 178652 members 
Mstep: Class 18 contains 20863 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288184.000000 Penalty: 53843.792969
Iteration 153Q: 17 clusters Score -9.828818e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199885 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133276 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90391 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 73117 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 22149 members 
Mstep: Class 17 contains 178644 members 
Mstep: Class 18 contains 20860 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288208.000000 Penalty: 53843.792969
Iteration 154Q: 17 clusters Score -9.828821e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199893 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7714 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133255 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90411 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 73115 members 
Mstep: Class 15 contains 25353 members 
Mstep: Class 16 contains 22150 members 
Mstep: Class 17 contains 178640 members 
Mstep: Class 18 contains 20860 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288168.000000 Penalty: 53843.792969
Iteration 155Q: 17 clusters Score -9.828817e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199902 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7713 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133222 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90438 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 73110 members 
Mstep: Class 15 contains 25356 members 
Mstep: Class 16 contains 22155 members 
Mstep: Class 17 contains 178633 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288256.000000 Penalty: 53843.792969
Iteration 156Q: 17 clusters Score -9.828826e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199897 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133196 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90470 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 73109 members 
Mstep: Class 15 contains 25361 members 
Mstep: Class 16 contains 22156 members 
Mstep: Class 17 contains 178628 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288280.000000 Penalty: 53843.792969
Iteration 157Q: 17 clusters Score -9.828828e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199911 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133168 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90492 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 73110 members 
Mstep: Class 15 contains 25363 members 
Mstep: Class 16 contains 22156 members 
Mstep: Class 17 contains 178618 members 
Mstep: Class 18 contains 20862 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288248.000000 Penalty: 53843.792969
Iteration 158Q: 17 clusters Score -9.828825e+07 nChanged 114
Entering ConstructFrom: 
Score: -98288248.000000 Penalty: 53843.792969
Entering ConstructFrom: 
Trying to split cluster 1 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -112772.265625 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -112772.3 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 555 members 
Entering Unmasked Estep 
Score: -110826.109375 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -110826.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111272.929688 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -111272.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111570.179688 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -111570.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -111763.648438 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -111763.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111859.570312 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -111859.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111944.804688 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -111944.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -112023.726562 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -112023.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -112087.070312 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -112087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112124.398438 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -112124.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -112160.781250 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -112160.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112179.617188 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -112179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112199.031250 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -112199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112215.445312 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -112215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112244.796875 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -112244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112275.578125 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -112275.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -112329.851562 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -112329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -112400.046875 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -112400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -112438.656250 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -112438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -112456.398438 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -112456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112482.789062 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -112482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112516.546875 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -112516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112534.507812 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -112534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112545.507812 Penalty: 3449.500977
	Iteration 22Q: 3 clusters Score -112545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -112559.953125 Penalty: 3449.500977
	Iteration 23Q: 3 clusters Score -112560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -112581.835938 Penalty: 3449.500977
	Iteration 24Q: 3 clusters Score -112581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112595.140625 Penalty: 3449.500977
	Iteration 25Q: 3 clusters Score -112595.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112603.078125 Penalty: 3449.500977
	Iteration 26Q: 3 clusters Score -112603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112605.726562 Penalty: 3449.500977
	Iteration 27Q: 3 clusters Score -112605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112606.851562 Penalty: 3449.500977
	Iteration 28Q: 3 clusters Score -112606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112608.687500 Penalty: 3449.500977
	Iteration 29Q: 3 clusters Score -112608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112609.421875 Penalty: 3449.500977
	Iteration 30Q: 3 clusters Score -112609.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112609.421875 Penalty: 3449.500977
	Iteration 31F: 3 clusters Score -112609.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -458862.500000 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -458862.5 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 1823 members 
Entering Unmasked Estep 
Score: -455213.937500 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -455213.9 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -455954.187500 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -455954.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -456111.656250 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -456111.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -456203.531250 Penalty: 4074.105957
	Iteration 3Q: 3 clusters Score -456203.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -456261.687500 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -456261.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -456321.250000 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -456321.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -456390.093750 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -456390.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -456465.250000 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -456465.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -456529.718750 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -456529.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456586.937500 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -456586.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -456637.875000 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -456637.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -456674.750000 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -456674.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -456701.156250 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -456701.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -456723.718750 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -456723.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -456755.062500 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -456755.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -456785.375000 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -456785.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -456808.375000 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -456808.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -456828.875000 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -456828.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -456851.125000 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -456851.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -456882.093750 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -456882.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -456906.718750 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -456906.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -456929.062500 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -456929.1 nChanged 50
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: -456957.312500 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -456957.3 nChanged 40
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: -456978.375000 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -456978.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -456997.625000 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -456997.6 nChanged 36
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: -457016.375000 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -457016.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -457035.718750 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -457035.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -457052.468750 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -457052.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -457064.750000 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -457064.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -457074.656250 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -457074.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -457084.125000 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -457084.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -457099.656250 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -457099.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -457116.468750 Penalty: 4074.105957
	Iteration 32Q: 3 clusters Score -457116.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -457128.843750 Penalty: 4074.105957
	Iteration 33Q: 3 clusters Score -457128.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -457139.812500 Penalty: 4074.105957
	Iteration 34Q: 3 clusters Score -457139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -457146.343750 Penalty: 4074.105957
	Iteration 35Q: 3 clusters Score -457146.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -457156.656250 Penalty: 4074.105957
	Iteration 36Q: 3 clusters Score -457156.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -457169.625000 Penalty: 4074.105957
	Iteration 37Q: 3 clusters Score -457169.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -457183.937500 Penalty: 4074.105957
	Iteration 38Q: 3 clusters Score -457183.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -457203.000000 Penalty: 4074.105957
	Iteration 39Q: 3 clusters Score -457203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -457220.031250 Penalty: 4074.105957
	Iteration 40F: 3 clusters Score -457220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -457242.968750 Penalty: 4074.105957
	Iteration 41Q: 3 clusters Score -457243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -457269.343750 Penalty: 4074.105957
	Iteration 42Q: 3 clusters Score -457269.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -457293.375000 Penalty: 4074.105957
	Iteration 43Q: 3 clusters Score -457293.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -457319.250000 Penalty: 4074.105957
	Iteration 44Q: 3 clusters Score -457319.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -457339.531250 Penalty: 4074.105957
	Iteration 45Q: 3 clusters Score -457339.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -457364.781250 Penalty: 4074.105957
	Iteration 46Q: 3 clusters Score -457364.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -457391.406250 Penalty: 4074.105957
	Iteration 47Q: 3 clusters Score -457391.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -457414.687500 Penalty: 4074.105957
	Iteration 48Q: 3 clusters Score -457414.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -457446.562500 Penalty: 4074.105957
	Iteration 49Q: 3 clusters Score -457446.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -457473.500000 Penalty: 4074.105957
	Iteration 50Q: 3 clusters Score -457473.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -457500.625000 Penalty: 4074.105957
	Iteration 51Q: 3 clusters Score -457500.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -457529.156250 Penalty: 4074.105957
	Iteration 52Q: 3 clusters Score -457529.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -457550.031250 Penalty: 4074.105957
	Iteration 53Q: 3 clusters Score -457550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -457569.843750 Penalty: 4074.105957
	Iteration 54Q: 3 clusters Score -457569.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -457588.281250 Penalty: 4074.105957
	Iteration 55Q: 3 clusters Score -457588.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -457604.718750 Penalty: 4074.105957
	Iteration 56Q: 3 clusters Score -457604.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -457619.531250 Penalty: 4074.105957
	Iteration 57Q: 3 clusters Score -457619.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -457638.312500 Penalty: 4074.105957
	Iteration 58Q: 3 clusters Score -457638.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -457649.500000 Penalty: 4074.105957
	Iteration 59Q: 3 clusters Score -457649.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -457661.343750 Penalty: 4074.105957
	Iteration 60F: 3 clusters Score -457661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -457672.156250 Penalty: 4074.105957
	Iteration 61Q: 3 clusters Score -457672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -457682.750000 Penalty: 4074.105957
	Iteration 62Q: 3 clusters Score -457682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -457691.593750 Penalty: 4074.105957
	Iteration 63Q: 3 clusters Score -457691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -457701.250000 Penalty: 4074.105957
	Iteration 64Q: 3 clusters Score -457701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -457709.156250 Penalty: 4074.105957
	Iteration 65Q: 3 clusters Score -457709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -457712.312500 Penalty: 4074.105957
	Iteration 66Q: 3 clusters Score -457712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -457716.156250 Penalty: 4074.105957
	Iteration 67Q: 3 clusters Score -457716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -457717.875000 Penalty: 4074.105957
	Iteration 68Q: 3 clusters Score -457717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -457721.000000 Penalty: 4074.105957
	Iteration 69Q: 3 clusters Score -457721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -457725.156250 Penalty: 4074.105957
	Iteration 70Q: 3 clusters Score -457725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -457730.218750 Penalty: 4074.105957
	Iteration 71Q: 3 clusters Score -457730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -457736.687500 Penalty: 4074.105957
	Iteration 72Q: 3 clusters Score -457736.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -457739.093750 Penalty: 4074.105957
	Iteration 73Q: 3 clusters Score -457739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -457741.812500 Penalty: 4074.105957
	Iteration 74Q: 3 clusters Score -457741.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -457743.312500 Penalty: 4074.105957
	Iteration 75Q: 3 clusters Score -457743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -457743.562500 Penalty: 4074.105957
	Iteration 76Q: 3 clusters Score -457743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -457743.562500 Penalty: 4074.105957
	Iteration 77F: 3 clusters Score -457743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (199918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199918 members 
Entering Unmasked Estep 
Score: -25572600.000000 Penalty: 3027.004395
	Iteration 0F: 2 clusters Score -2.55726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -25444288.000000 Penalty: 6054.008789
	Iteration 0F: 3 clusters Score -2.544429e+07 nChanged 96046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -25500056.000000 Penalty: 6054.008789
	Iteration 1F: 3 clusters Score -2.550006e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -25501502.000000 Penalty: 6054.008789
	Iteration 2Q: 3 clusters Score -2.55015e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116639 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -25503920.000000 Penalty: 6054.008789
	Iteration 3Q: 3 clusters Score -2.550392e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -25508934.000000 Penalty: 6054.008789
	Iteration 4Q: 3 clusters Score -2.550893e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -25518852.000000 Penalty: 6054.008789
	Iteration 5F: 3 clusters Score -2.551885e+07 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -25534896.000000 Penalty: 6054.008789
	Iteration 6F: 3 clusters Score -2.55349e+07 nChanged 18824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177195 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -25552512.000000 Penalty: 6054.008789
	Iteration 7F: 3 clusters Score -2.555251e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190710 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -25563368.000000 Penalty: 6054.008789
	Iteration 8F: 3 clusters Score -2.556337e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196844 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -25567734.000000 Penalty: 6054.008789
	Iteration 9Q: 3 clusters Score -2.556773e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198851 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -25569080.000000 Penalty: 6054.008789
	Iteration 10Q: 3 clusters Score -2.556908e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199377 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -25569528.000000 Penalty: 6054.008789
	Iteration 11Q: 3 clusters Score -2.556953e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199529 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25569736.000000 Penalty: 6054.008789
	Iteration 12Q: 3 clusters Score -2.556974e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -25569808.000000 Penalty: 6054.008789
	Iteration 13Q: 3 clusters Score -2.556981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199616 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25569844.000000 Penalty: 6054.008789
	Iteration 14Q: 3 clusters Score -2.556984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25569878.000000 Penalty: 6054.008789
	Iteration 15Q: 3 clusters Score -2.556988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25569900.000000 Penalty: 6054.008789
	Iteration 16Q: 3 clusters Score -2.55699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25569932.000000 Penalty: 6054.008789
	Iteration 17Q: 3 clusters Score -2.556993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199647 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25569930.000000 Penalty: 6054.008789
	Iteration 18Q: 3 clusters Score -2.556993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25569946.000000 Penalty: 6054.008789
	Iteration 19Q: 3 clusters Score -2.556995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199645 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25569970.000000 Penalty: 6054.008789
	Iteration 20F: 3 clusters Score -2.556997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25569978.000000 Penalty: 6054.008789
	Iteration 21Q: 3 clusters Score -2.556998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25569992.000000 Penalty: 6054.008789
	Iteration 22Q: 3 clusters Score -2.556999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25569992.000000 Penalty: 6054.008789
	Iteration 23F: 3 clusters Score -2.556999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Entering Unmasked Estep 
Score: -1441669.250000 Penalty: 2327.721191
	Iteration 0F: 2 clusters Score -1441669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1432761.125000 Penalty: 4655.442383
	Iteration 0F: 3 clusters Score -1432761 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1435485.375000 Penalty: 4655.442383
	Iteration 1F: 3 clusters Score -1435485 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1435905.625000 Penalty: 4655.442383
	Iteration 2F: 3 clusters Score -1435906 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1436231.625000 Penalty: 4655.442383
	Iteration 3F: 3 clusters Score -1436232 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1436456.000000 Penalty: 4655.442383
	Iteration 4Q: 3 clusters Score -1436456 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1436612.625000 Penalty: 4655.442383
	Iteration 5Q: 3 clusters Score -1436613 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1436775.375000 Penalty: 4655.442383
	Iteration 6Q: 3 clusters Score -1436775 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1436930.500000 Penalty: 4655.442383
	Iteration 7Q: 3 clusters Score -1436930 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1437086.750000 Penalty: 4655.442383
	Iteration 8Q: 3 clusters Score -1437087 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1437257.625000 Penalty: 4655.442383
	Iteration 9Q: 3 clusters Score -1437258 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1437475.000000 Penalty: 4655.442383
	Iteration 10Q: 3 clusters Score -1437475 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1437709.375000 Penalty: 4655.442383
	Iteration 11Q: 3 clusters Score -1437709 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1438001.750000 Penalty: 4655.442383
	Iteration 12Q: 3 clusters Score -1438002 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1438357.750000 Penalty: 4655.442383
	Iteration 13Q: 3 clusters Score -1438358 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1438731.000000 Penalty: 4655.442383
	Iteration 14Q: 3 clusters Score -1438731 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1439049.500000 Penalty: 4655.442383
	Iteration 15Q: 3 clusters Score -1439050 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1439315.875000 Penalty: 4655.442383
	Iteration 16Q: 3 clusters Score -1439316 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1439478.875000 Penalty: 4655.442383
	Iteration 17Q: 3 clusters Score -1439479 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1439581.000000 Penalty: 4655.442383
	Iteration 18Q: 3 clusters Score -1439581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1439640.500000 Penalty: 4655.442383
	Iteration 19Q: 3 clusters Score -1439640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1439689.000000 Penalty: 4655.442383
	Iteration 20F: 3 clusters Score -1439689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1439715.625000 Penalty: 4655.442383
	Iteration 21Q: 3 clusters Score -1439716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1439735.000000 Penalty: 4655.442383
	Iteration 22Q: 3 clusters Score -1439735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1439748.250000 Penalty: 4655.442383
	Iteration 23Q: 3 clusters Score -1439748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1439755.500000 Penalty: 4655.442383
	Iteration 24Q: 3 clusters Score -1439756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1439758.000000 Penalty: 4655.442383
	Iteration 25Q: 3 clusters Score -1439758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1439760.500000 Penalty: 4655.442383
	Iteration 26Q: 3 clusters Score -1439760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1439764.750000 Penalty: 4655.442383
	Iteration 27Q: 3 clusters Score -1439765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1439767.750000 Penalty: 4655.442383
	Iteration 28Q: 3 clusters Score -1439768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1439766.250000 Penalty: 4655.442383
	Iteration 29Q: 3 clusters Score -1439766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1439767.250000 Penalty: 4655.442383
	Iteration 30Q: 3 clusters Score -1439767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1439767.250000 Penalty: 4655.442383
	Iteration 31F: 3 clusters Score -1439767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -946713.562500 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -946713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -940551.062500 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -940551.1 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -942426.000000 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -942426 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -943010.312500 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -943010.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -943509.937500 Penalty: 4439.207031
	Iteration 3F: 3 clusters Score -943509.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -943997.875000 Penalty: 4439.207031
	Iteration 4F: 3 clusters Score -943997.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -944420.812500 Penalty: 4439.207031
	Iteration 5F: 3 clusters Score -944420.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -944770.812500 Penalty: 4439.207031
	Iteration 6F: 3 clusters Score -944770.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -944989.750000 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -944989.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -945126.750000 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -945126.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -945250.937500 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -945250.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -945326.437500 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -945326.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -945388.750000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -945388.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -945448.500000 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -945448.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -945487.375000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -945487.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -945521.250000 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -945521.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -945560.625000 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -945560.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -945597.250000 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -945597.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -945621.687500 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -945621.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -945632.812500 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -945632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -945640.000000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -945640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -945643.250000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -945643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -945645.875000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -945645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -945648.250000 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -945648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -945650.937500 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -945650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -945650.125000 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -945650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -945651.812500 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -945651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -945652.250000 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -945652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -945655.562500 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -945655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -945657.687500 Penalty: 4439.207031
	Iteration 28Q: 3 clusters Score -945657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -945659.062500 Penalty: 4439.207031
	Iteration 29Q: 3 clusters Score -945659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -945658.812500 Penalty: 4439.207031
	Iteration 30Q: 3 clusters Score -945658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -945659.500000 Penalty: 4439.207031
	Iteration 31Q: 3 clusters Score -945659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -945659.375000 Penalty: 4439.207031
	Iteration 32Q: 3 clusters Score -945659.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -945659.375000 Penalty: 4439.207031
	Iteration 33F: 3 clusters Score -945659.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -85092.453125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -85092.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83375.828125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -83375.83 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84134.796875 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -84134.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84914.812500 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -84914.81 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85572.625000 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -85572.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85754.218750 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -85754.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -85862.406250 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -85862.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -85941.203125 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -85941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -85990.414062 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -85990.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -86040.625000 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -86040.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -86095.343750 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -86095.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -86097.281250 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -86097.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -86097.281250 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -86097.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199918 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 133144 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 159 members 
Mstep: Class 11 contains 90519 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 73107 members 
Mstep: Class 15 contains 25363 members 
Mstep: Class 16 contains 22158 members 
Mstep: Class 17 contains 178605 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98287528.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98288248.000000 to -98287528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (133144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133144 members 
Entering Unmasked Estep 
Score: -17049650.000000 Penalty: 2926.198242
	Iteration 0F: 2 clusters Score -1.704965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -16960212.000000 Penalty: 5852.396484
	Iteration 0F: 3 clusters Score -1.696021e+07 nChanged 63673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -16997566.000000 Penalty: 5852.396484
	Iteration 1F: 3 clusters Score -1.699757e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -16998728.000000 Penalty: 5852.396484
	Iteration 2Q: 3 clusters Score -1.699873e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -17000398.000000 Penalty: 5852.396484
	Iteration 3Q: 3 clusters Score -1.70004e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -17003100.000000 Penalty: 5852.396484
	Iteration 4Q: 3 clusters Score -1.70031e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -17007520.000000 Penalty: 5852.396484
	Iteration 5F: 3 clusters Score -1.700752e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97169 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -17014808.000000 Penalty: 5852.396484
	Iteration 6F: 3 clusters Score -1.701481e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -17024238.000000 Penalty: 5852.396484
	Iteration 7F: 3 clusters Score -1.702424e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -17033264.000000 Penalty: 5852.396484
	Iteration 8F: 3 clusters Score -1.703326e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -17039548.000000 Penalty: 5852.396484
	Iteration 9F: 3 clusters Score -1.703955e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128216 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -17043364.000000 Penalty: 5852.396484
	Iteration 10Q: 3 clusters Score -1.704336e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130481 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -17045196.000000 Penalty: 5852.396484
	Iteration 11Q: 3 clusters Score -1.70452e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131631 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -17046078.000000 Penalty: 5852.396484
	Iteration 12Q: 3 clusters Score -1.704608e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -17046508.000000 Penalty: 5852.396484
	Iteration 13Q: 3 clusters Score -1.704651e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132341 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17046726.000000 Penalty: 5852.396484
	Iteration 14Q: 3 clusters Score -1.704673e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -17046852.000000 Penalty: 5852.396484
	Iteration 15Q: 3 clusters Score -1.704685e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17046922.000000 Penalty: 5852.396484
	Iteration 16Q: 3 clusters Score -1.704692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132587 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -17046970.000000 Penalty: 5852.396484
	Iteration 17Q: 3 clusters Score -1.704697e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132613 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -17047008.000000 Penalty: 5852.396484
	Iteration 18Q: 3 clusters Score -1.704701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -17047044.000000 Penalty: 5852.396484
	Iteration 19Q: 3 clusters Score -1.704704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132659 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -17047082.000000 Penalty: 5852.396484
	Iteration 20F: 3 clusters Score -1.704708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132674 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -17047094.000000 Penalty: 5852.396484
	Iteration 21Q: 3 clusters Score -1.704709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132683 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -17047104.000000 Penalty: 5852.396484
	Iteration 22Q: 3 clusters Score -1.70471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132687 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -17047114.000000 Penalty: 5852.396484
	Iteration 23Q: 3 clusters Score -1.704711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132696 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -17047116.000000 Penalty: 5852.396484
	Iteration 24Q: 3 clusters Score -1.704712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132700 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -17047110.000000 Penalty: 5852.396484
	Iteration 25Q: 3 clusters Score -1.704711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132704 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -17047124.000000 Penalty: 5852.396484
	Iteration 26Q: 3 clusters Score -1.704712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132708 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -17047122.000000 Penalty: 5852.396484
	Iteration 27Q: 3 clusters Score -1.704712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17047138.000000 Penalty: 5852.396484
	Iteration 28Q: 3 clusters Score -1.704714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132710 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -17047128.000000 Penalty: 5852.396484
	Iteration 29Q: 3 clusters Score -1.704713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17047130.000000 Penalty: 5852.396484
	Iteration 30Q: 3 clusters Score -1.704713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17047120.000000 Penalty: 5852.396484
	Iteration 31Q: 3 clusters Score -1.704712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132711 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -17047118.000000 Penalty: 5852.396484
	Iteration 32Q: 3 clusters Score -1.704712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17047128.000000 Penalty: 5852.396484
	Iteration 33Q: 3 clusters Score -1.704713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17047130.000000 Penalty: 5852.396484
	Iteration 34Q: 3 clusters Score -1.704713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17047128.000000 Penalty: 5852.396484
	Iteration 35Q: 3 clusters Score -1.704713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -17047128.000000 Penalty: 5852.396484
	Iteration 36F: 3 clusters Score -1.704713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -95414.796875 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -95414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93701.210938 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -93701.21 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94245.687500 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -94245.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94415.851562 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -94415.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94481.062500 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -94481.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94554.859375 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -94554.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94626.304688 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -94626.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -94676.656250 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -94676.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94751.523438 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -94751.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94838.898438 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -94838.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94952.046875 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -94952.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95066.429688 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -95066.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95131.312500 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -95131.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95192.617188 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -95192.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95253.031250 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -95253.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95321.742188 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -95321.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95405.312500 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -95405.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95472.281250 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -95472.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95551.484375 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -95551.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95670.648438 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -95670.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95716.125000 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -95716.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95728.632812 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -95728.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95748.914062 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -95748.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95768.242188 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -95768.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95788.007812 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -95788.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95868.531250 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -95868.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95964.921875 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -95964.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96023.101562 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -96023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96039.781250 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -96039.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96043.484375 Penalty: 3372.331787
	Iteration 28Q: 3 clusters Score -96043.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96056.742188 Penalty: 3372.331787
	Iteration 29Q: 3 clusters Score -96056.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96094.445312 Penalty: 3372.331787
	Iteration 30Q: 3 clusters Score -96094.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96260.828125 Penalty: 3372.331787
	Iteration 31Q: 3 clusters Score -96260.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96524.437500 Penalty: 3372.331787
	Iteration 32Q: 3 clusters Score -96524.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96603.476562 Penalty: 3372.331787
	Iteration 33Q: 3 clusters Score -96603.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96589.929688 Penalty: 3372.331787
	Iteration 34Q: 3 clusters Score -96589.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96602.453125 Penalty: 3372.331787
	Iteration 35F: 3 clusters Score -96602.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96644.820312 Penalty: 3372.331787
	Iteration 36Q: 3 clusters Score -96644.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96792.914062 Penalty: 3372.331787
	Iteration 37Q: 3 clusters Score -96792.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96849.812500 Penalty: 3372.331787
	Iteration 38Q: 3 clusters Score -96849.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96888.367188 Penalty: 3372.331787
	Iteration 39Q: 3 clusters Score -96888.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96907.953125 Penalty: 3372.331787
	Iteration 40F: 3 clusters Score -96907.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96922.078125 Penalty: 3372.331787
	Iteration 41Q: 3 clusters Score -96922.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96926.203125 Penalty: 3372.331787
	Iteration 42Q: 3 clusters Score -96926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -96938.148438 Penalty: 3372.331787
	Iteration 43Q: 3 clusters Score -96938.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96942.554688 Penalty: 3372.331787
	Iteration 44Q: 3 clusters Score -96942.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96942.554688 Penalty: 3372.331787
	Iteration 45F: 3 clusters Score -96942.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199918 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133144 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 377 members 
Mstep: Class 11 contains 90519 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 73107 members 
Mstep: Class 15 contains 25363 members 
Mstep: Class 16 contains 22158 members 
Mstep: Class 17 contains 178605 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98288104.000000 Penalty: 57209.031250
Splitting cluster 8 changes total score from -98288248.000000 to -98288104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (90519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Entering Unmasked Estep 
Score: -11642470.000000 Penalty: 2830.501953
	Iteration 0F: 2 clusters Score -1.164247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -11581886.000000 Penalty: 5661.003906
	Iteration 0F: 3 clusters Score -1.158189e+07 nChanged 42797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -11606100.000000 Penalty: 5661.003906
	Iteration 1F: 3 clusters Score -1.16061e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -11606888.000000 Penalty: 5661.003906
	Iteration 2Q: 3 clusters Score -1.160689e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -11607990.000000 Penalty: 5661.003906
	Iteration 3Q: 3 clusters Score -1.160799e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -11609880.000000 Penalty: 5661.003906
	Iteration 4Q: 3 clusters Score -1.160988e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -11613290.000000 Penalty: 5661.003906
	Iteration 5F: 3 clusters Score -1.161329e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -11618646.000000 Penalty: 5661.003906
	Iteration 6F: 3 clusters Score -1.161865e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -11626119.000000 Penalty: 5661.003906
	Iteration 7F: 3 clusters Score -1.162612e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -11633041.000000 Penalty: 5661.003906
	Iteration 8F: 3 clusters Score -1.163304e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -11637220.000000 Penalty: 5661.003906
	Iteration 9Q: 3 clusters Score -1.163722e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -11638987.000000 Penalty: 5661.003906
	Iteration 10Q: 3 clusters Score -1.163899e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -11639639.000000 Penalty: 5661.003906
	Iteration 11Q: 3 clusters Score -1.163964e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -11639904.000000 Penalty: 5661.003906
	Iteration 12Q: 3 clusters Score -1.16399e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -11640066.000000 Penalty: 5661.003906
	Iteration 13Q: 3 clusters Score -1.164007e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -11640124.000000 Penalty: 5661.003906
	Iteration 14Q: 3 clusters Score -1.164012e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -11640202.000000 Penalty: 5661.003906
	Iteration 15Q: 3 clusters Score -1.16402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -11640251.000000 Penalty: 5661.003906
	Iteration 16Q: 3 clusters Score -1.164025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -11640277.000000 Penalty: 5661.003906
	Iteration 17Q: 3 clusters Score -1.164028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -11640296.000000 Penalty: 5661.003906
	Iteration 18Q: 3 clusters Score -1.16403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -11640293.000000 Penalty: 5661.003906
	Iteration 19Q: 3 clusters Score -1.164029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -11640326.000000 Penalty: 5661.003906
	Iteration 20F: 3 clusters Score -1.164033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -11640339.000000 Penalty: 5661.003906
	Iteration 21Q: 3 clusters Score -1.164034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -11640350.000000 Penalty: 5661.003906
	Iteration 22Q: 3 clusters Score -1.164035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -11640343.000000 Penalty: 5661.003906
	Iteration 23Q: 3 clusters Score -1.164034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -11640347.000000 Penalty: 5661.003906
	Iteration 24Q: 3 clusters Score -1.164035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -11640340.000000 Penalty: 5661.003906
	Iteration 25Q: 3 clusters Score -1.164034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -11640349.000000 Penalty: 5661.003906
	Iteration 26Q: 3 clusters Score -1.164035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -11640358.000000 Penalty: 5661.003906
	Iteration 27Q: 3 clusters Score -1.164036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -11640356.000000 Penalty: 5661.003906
	Iteration 28Q: 3 clusters Score -1.164036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -11640363.000000 Penalty: 5661.003906
	Iteration 29Q: 3 clusters Score -1.164036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -11640355.000000 Penalty: 5661.003906
	Iteration 30Q: 3 clusters Score -1.164036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -11640365.000000 Penalty: 5661.003906
	Iteration 31Q: 3 clusters Score -1.164036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -11640365.000000 Penalty: 5661.003906
	Iteration 32F: 3 clusters Score -1.164036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1525135.125000 Penalty: 2323.334473
	Iteration 0F: 2 clusters Score -1525135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1516353.125000 Penalty: 4646.668945
	Iteration 0F: 3 clusters Score -1516353 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1518961.375000 Penalty: 4646.668945
	Iteration 1F: 3 clusters Score -1518961 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1519264.250000 Penalty: 4646.668945
	Iteration 2F: 3 clusters Score -1519264 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1519526.500000 Penalty: 4646.668945
	Iteration 3F: 3 clusters Score -1519526 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1519761.000000 Penalty: 4646.668945
	Iteration 4Q: 3 clusters Score -1519761 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1520014.125000 Penalty: 4646.668945
	Iteration 5Q: 3 clusters Score -1520014 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1520289.875000 Penalty: 4646.668945
	Iteration 6Q: 3 clusters Score -1520290 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1520644.625000 Penalty: 4646.668945
	Iteration 7Q: 3 clusters Score -1520645 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1521082.125000 Penalty: 4646.668945
	Iteration 8F: 3 clusters Score -1521082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1521547.875000 Penalty: 4646.668945
	Iteration 9F: 3 clusters Score -1521548 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1522008.875000 Penalty: 4646.668945
	Iteration 10Q: 3 clusters Score -1522009 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1522396.875000 Penalty: 4646.668945
	Iteration 11Q: 3 clusters Score -1522397 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1522662.500000 Penalty: 4646.668945
	Iteration 12Q: 3 clusters Score -1522662 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1522864.375000 Penalty: 4646.668945
	Iteration 13Q: 3 clusters Score -1522864 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1522983.375000 Penalty: 4646.668945
	Iteration 14Q: 3 clusters Score -1522983 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1523047.875000 Penalty: 4646.668945
	Iteration 15Q: 3 clusters Score -1523048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1523105.250000 Penalty: 4646.668945
	Iteration 16Q: 3 clusters Score -1523105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1523144.000000 Penalty: 4646.668945
	Iteration 17Q: 3 clusters Score -1523144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1523169.625000 Penalty: 4646.668945
	Iteration 18Q: 3 clusters Score -1523170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1523183.875000 Penalty: 4646.668945
	Iteration 19Q: 3 clusters Score -1523184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1523193.375000 Penalty: 4646.668945
	Iteration 20F: 3 clusters Score -1523193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1523198.375000 Penalty: 4646.668945
	Iteration 21Q: 3 clusters Score -1523198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1523203.375000 Penalty: 4646.668945
	Iteration 22Q: 3 clusters Score -1523203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1523207.625000 Penalty: 4646.668945
	Iteration 23Q: 3 clusters Score -1523208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1523207.625000 Penalty: 4646.668945
	Iteration 24Q: 3 clusters Score -1523208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1523210.375000 Penalty: 4646.668945
	Iteration 25Q: 3 clusters Score -1523210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1523212.125000 Penalty: 4646.668945
	Iteration 26Q: 3 clusters Score -1523212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1523215.750000 Penalty: 4646.668945
	Iteration 27Q: 3 clusters Score -1523216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1523217.125000 Penalty: 4646.668945
	Iteration 28Q: 3 clusters Score -1523217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1523216.625000 Penalty: 4646.668945
	Iteration 29Q: 3 clusters Score -1523217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1523220.875000 Penalty: 4646.668945
	Iteration 30Q: 3 clusters Score -1523221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1523221.125000 Penalty: 4646.668945
	Iteration 31Q: 3 clusters Score -1523221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1523224.875000 Penalty: 4646.668945
	Iteration 32Q: 3 clusters Score -1523225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523227.375000 Penalty: 4646.668945
	Iteration 33Q: 3 clusters Score -1523227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1523232.875000 Penalty: 4646.668945
	Iteration 34Q: 3 clusters Score -1523233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1523233.125000 Penalty: 4646.668945
	Iteration 35Q: 3 clusters Score -1523233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1523232.500000 Penalty: 4646.668945
	Iteration 36Q: 3 clusters Score -1523232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1523231.625000 Penalty: 4646.668945
	Iteration 37Q: 3 clusters Score -1523232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1523231.375000 Penalty: 4646.668945
	Iteration 38Q: 3 clusters Score -1523231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1523231.375000 Penalty: 4646.668945
	Iteration 39F: 3 clusters Score -1523231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Entering Unmasked Estep 
Score: -9148005.000000 Penalty: 2777.520508
	Iteration 0F: 2 clusters Score -9148005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -9098990.000000 Penalty: 5555.041016
	Iteration 0F: 3 clusters Score -9098990 nChanged 34213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -9118176.000000 Penalty: 5555.041016
	Iteration 1F: 3 clusters Score -9118176 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -9118819.000000 Penalty: 5555.041016
	Iteration 2Q: 3 clusters Score -9118819 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -9119494.000000 Penalty: 5555.041016
	Iteration 3Q: 3 clusters Score -9119494 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -9120377.000000 Penalty: 5555.041016
	Iteration 4Q: 3 clusters Score -9120377 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -9121815.000000 Penalty: 5555.041016
	Iteration 5Q: 3 clusters Score -9121815 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -9124126.000000 Penalty: 5555.041016
	Iteration 6F: 3 clusters Score -9124126 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -9127403.000000 Penalty: 5555.041016
	Iteration 7F: 3 clusters Score -9127403 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -9131807.000000 Penalty: 5555.041016
	Iteration 8F: 3 clusters Score -9131807 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -9136547.000000 Penalty: 5555.041016
	Iteration 9F: 3 clusters Score -9136547 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -9140798.000000 Penalty: 5555.041016
	Iteration 10F: 3 clusters Score -9140798 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9143608.000000 Penalty: 5555.041016
	Iteration 11Q: 3 clusters Score -9143608 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9144892.000000 Penalty: 5555.041016
	Iteration 12Q: 3 clusters Score -9144892 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9145286.000000 Penalty: 5555.041016
	Iteration 13Q: 3 clusters Score -9145286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9145469.000000 Penalty: 5555.041016
	Iteration 14Q: 3 clusters Score -9145469 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9145547.000000 Penalty: 5555.041016
	Iteration 15Q: 3 clusters Score -9145547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9145569.000000 Penalty: 5555.041016
	Iteration 16Q: 3 clusters Score -9145569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9145591.000000 Penalty: 5555.041016
	Iteration 17Q: 3 clusters Score -9145591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9145599.000000 Penalty: 5555.041016
	Iteration 18Q: 3 clusters Score -9145599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9145614.000000 Penalty: 5555.041016
	Iteration 19Q: 3 clusters Score -9145614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9145615.000000 Penalty: 5555.041016
	Iteration 20F: 3 clusters Score -9145615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9145613.000000 Penalty: 5555.041016
	Iteration 21Q: 3 clusters Score -9145613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9145621.000000 Penalty: 5555.041016
	Iteration 22Q: 3 clusters Score -9145621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9145626.000000 Penalty: 5555.041016
	Iteration 23Q: 3 clusters Score -9145626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9145620.000000 Penalty: 5555.041016
	Iteration 24Q: 3 clusters Score -9145620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9145623.000000 Penalty: 5555.041016
	Iteration 25Q: 3 clusters Score -9145623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9145628.000000 Penalty: 5555.041016
	Iteration 26Q: 3 clusters Score -9145628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9145630.000000 Penalty: 5555.041016
	Iteration 27Q: 3 clusters Score -9145630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9145630.000000 Penalty: 5555.041016
	Iteration 28F: 3 clusters Score -9145630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Entering Unmasked Estep 
Score: -3296489.500000 Penalty: 2514.979492
	Iteration 0F: 2 clusters Score -3296490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3279032.000000 Penalty: 5029.958984
	Iteration 0F: 3 clusters Score -3279032 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3284873.750000 Penalty: 5029.958984
	Iteration 1F: 3 clusters Score -3284874 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3285249.750000 Penalty: 5029.958984
	Iteration 2Q: 3 clusters Score -3285250 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3285595.500000 Penalty: 5029.958984
	Iteration 3Q: 3 clusters Score -3285596 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3285941.250000 Penalty: 5029.958984
	Iteration 4Q: 3 clusters Score -3285941 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3286283.000000 Penalty: 5029.958984
	Iteration 5Q: 3 clusters Score -3286283 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3286721.750000 Penalty: 5029.958984
	Iteration 6Q: 3 clusters Score -3286722 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3287230.000000 Penalty: 5029.958984
	Iteration 7Q: 3 clusters Score -3287230 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3287839.500000 Penalty: 5029.958984
	Iteration 8Q: 3 clusters Score -3287840 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3288495.250000 Penalty: 5029.958984
	Iteration 9Q: 3 clusters Score -3288495 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3289197.000000 Penalty: 5029.958984
	Iteration 10Q: 3 clusters Score -3289197 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3289897.750000 Penalty: 5029.958984
	Iteration 11Q: 3 clusters Score -3289898 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3290585.500000 Penalty: 5029.958984
	Iteration 12Q: 3 clusters Score -3290586 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3291176.250000 Penalty: 5029.958984
	Iteration 13Q: 3 clusters Score -3291176 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3291667.750000 Penalty: 5029.958984
	Iteration 14Q: 3 clusters Score -3291668 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3292023.000000 Penalty: 5029.958984
	Iteration 15Q: 3 clusters Score -3292023 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3292292.250000 Penalty: 5029.958984
	Iteration 16Q: 3 clusters Score -3292292 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3292446.750000 Penalty: 5029.958984
	Iteration 17Q: 3 clusters Score -3292447 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3292599.250000 Penalty: 5029.958984
	Iteration 18Q: 3 clusters Score -3292599 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3292716.000000 Penalty: 5029.958984
	Iteration 19Q: 3 clusters Score -3292716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3292822.000000 Penalty: 5029.958984
	Iteration 20F: 3 clusters Score -3292822 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3292928.750000 Penalty: 5029.958984
	Iteration 21Q: 3 clusters Score -3292929 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3293033.750000 Penalty: 5029.958984
	Iteration 22Q: 3 clusters Score -3293034 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3293131.000000 Penalty: 5029.958984
	Iteration 23Q: 3 clusters Score -3293131 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3293228.250000 Penalty: 5029.958984
	Iteration 24Q: 3 clusters Score -3293228 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3293349.500000 Penalty: 5029.958984
	Iteration 25Q: 3 clusters Score -3293350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3293445.250000 Penalty: 5029.958984
	Iteration 26Q: 3 clusters Score -3293445 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3293523.500000 Penalty: 5029.958984
	Iteration 27Q: 3 clusters Score -3293524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3293602.750000 Penalty: 5029.958984
	Iteration 28Q: 3 clusters Score -3293603 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3293669.750000 Penalty: 5029.958984
	Iteration 29Q: 3 clusters Score -3293670 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3293724.500000 Penalty: 5029.958984
	Iteration 30Q: 3 clusters Score -3293724 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3293779.250000 Penalty: 5029.958984
	Iteration 31Q: 3 clusters Score -3293779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3293814.500000 Penalty: 5029.958984
	Iteration 32Q: 3 clusters Score -3293814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3293870.000000 Penalty: 5029.958984
	Iteration 33Q: 3 clusters Score -3293870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3293914.250000 Penalty: 5029.958984
	Iteration 34Q: 3 clusters Score -3293914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3293946.250000 Penalty: 5029.958984
	Iteration 35Q: 3 clusters Score -3293946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3293978.000000 Penalty: 5029.958984
	Iteration 36Q: 3 clusters Score -3293978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3294016.250000 Penalty: 5029.958984
	Iteration 37Q: 3 clusters Score -3294016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3294047.500000 Penalty: 5029.958984
	Iteration 38Q: 3 clusters Score -3294048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3294070.000000 Penalty: 5029.958984
	Iteration 39Q: 3 clusters Score -3294070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3294090.750000 Penalty: 5029.958984
	Iteration 40F: 3 clusters Score -3294091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3294125.750000 Penalty: 5029.958984
	Iteration 41Q: 3 clusters Score -3294126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3294136.250000 Penalty: 5029.958984
	Iteration 42Q: 3 clusters Score -3294136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3294161.250000 Penalty: 5029.958984
	Iteration 43Q: 3 clusters Score -3294161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3294173.000000 Penalty: 5029.958984
	Iteration 44Q: 3 clusters Score -3294173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3294184.000000 Penalty: 5029.958984
	Iteration 45Q: 3 clusters Score -3294184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3294206.750000 Penalty: 5029.958984
	Iteration 46Q: 3 clusters Score -3294207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3294222.500000 Penalty: 5029.958984
	Iteration 47Q: 3 clusters Score -3294222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3294239.750000 Penalty: 5029.958984
	Iteration 48Q: 3 clusters Score -3294240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3294243.750000 Penalty: 5029.958984
	Iteration 49Q: 3 clusters Score -3294244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3294254.000000 Penalty: 5029.958984
	Iteration 50Q: 3 clusters Score -3294254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3294255.000000 Penalty: 5029.958984
	Iteration 51Q: 3 clusters Score -3294255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3294263.000000 Penalty: 5029.958984
	Iteration 52Q: 3 clusters Score -3294263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3294271.750000 Penalty: 5029.958984
	Iteration 53Q: 3 clusters Score -3294272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3294271.000000 Penalty: 5029.958984
	Iteration 54Q: 3 clusters Score -3294271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3294276.500000 Penalty: 5029.958984
	Iteration 55Q: 3 clusters Score -3294276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3294278.000000 Penalty: 5029.958984
	Iteration 56Q: 3 clusters Score -3294278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3294282.750000 Penalty: 5029.958984
	Iteration 57Q: 3 clusters Score -3294283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3294282.750000 Penalty: 5029.958984
	Iteration 58Q: 3 clusters Score -3294283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3294286.750000 Penalty: 5029.958984
	Iteration 59Q: 3 clusters Score -3294287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3294289.000000 Penalty: 5029.958984
	Iteration 60F: 3 clusters Score -3294289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3294289.500000 Penalty: 5029.958984
	Iteration 61Q: 3 clusters Score -3294290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3294293.000000 Penalty: 5029.958984
	Iteration 62Q: 3 clusters Score -3294293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3294292.500000 Penalty: 5029.958984
	Iteration 63Q: 3 clusters Score -3294292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3294293.500000 Penalty: 5029.958984
	Iteration 64Q: 3 clusters Score -3294294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3294295.500000 Penalty: 5029.958984
	Iteration 65Q: 3 clusters Score -3294296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3294294.750000 Penalty: 5029.958984
	Iteration 66Q: 3 clusters Score -3294295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3294298.000000 Penalty: 5029.958984
	Iteration 67Q: 3 clusters Score -3294298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3294294.000000 Penalty: 5029.958984
	Iteration 68Q: 3 clusters Score -3294294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3294299.750000 Penalty: 5029.958984
	Iteration 69Q: 3 clusters Score -3294300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3294301.250000 Penalty: 5029.958984
	Iteration 70Q: 3 clusters Score -3294301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3294301.000000 Penalty: 5029.958984
	Iteration 71Q: 3 clusters Score -3294301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3294302.500000 Penalty: 5029.958984
	Iteration 72Q: 3 clusters Score -3294302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3294302.000000 Penalty: 5029.958984
	Iteration 73Q: 3 clusters Score -3294302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3294302.000000 Penalty: 5029.958984
	Iteration 74Q: 3 clusters Score -3294302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3294306.000000 Penalty: 5029.958984
	Iteration 75Q: 3 clusters Score -3294306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3294303.750000 Penalty: 5029.958984
	Iteration 76Q: 3 clusters Score -3294304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3294306.250000 Penalty: 5029.958984
	Iteration 77Q: 3 clusters Score -3294306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3294310.000000 Penalty: 5029.958984
	Iteration 78Q: 3 clusters Score -3294310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3294308.000000 Penalty: 5029.958984
	Iteration 79Q: 3 clusters Score -3294308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3294311.000000 Penalty: 5029.958984
	Iteration 80F: 3 clusters Score -3294311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3294311.000000 Penalty: 5029.958984
	Iteration 81Q: 3 clusters Score -3294311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3294313.500000 Penalty: 5029.958984
	Iteration 82Q: 3 clusters Score -3294314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3294318.000000 Penalty: 5029.958984
	Iteration 83Q: 3 clusters Score -3294318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3294322.500000 Penalty: 5029.958984
	Iteration 84Q: 3 clusters Score -3294322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3294321.250000 Penalty: 5029.958984
	Iteration 85Q: 3 clusters Score -3294321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3294322.500000 Penalty: 5029.958984
	Iteration 86Q: 3 clusters Score -3294322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3294326.250000 Penalty: 5029.958984
	Iteration 87Q: 3 clusters Score -3294326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3294328.000000 Penalty: 5029.958984
	Iteration 88Q: 3 clusters Score -3294328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3294325.500000 Penalty: 5029.958984
	Iteration 89Q: 3 clusters Score -3294326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3294325.500000 Penalty: 5029.958984
	Iteration 90F: 3 clusters Score -3294326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Entering Unmasked Estep 
Score: -2876513.750000 Penalty: 2481.476562
	Iteration 0F: 2 clusters Score -2876514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2861063.000000 Penalty: 4962.953125
	Iteration 0F: 3 clusters Score -2861063 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2866261.750000 Penalty: 4962.953125
	Iteration 1F: 3 clusters Score -2866262 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2866663.250000 Penalty: 4962.953125
	Iteration 2F: 3 clusters Score -2866663 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2866997.250000 Penalty: 4962.953125
	Iteration 3Q: 3 clusters Score -2866997 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2867284.750000 Penalty: 4962.953125
	Iteration 4Q: 3 clusters Score -2867285 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2867582.750000 Penalty: 4962.953125
	Iteration 5Q: 3 clusters Score -2867583 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2867924.250000 Penalty: 4962.953125
	Iteration 6Q: 3 clusters Score -2867924 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2868331.250000 Penalty: 4962.953125
	Iteration 7Q: 3 clusters Score -2868331 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2868879.750000 Penalty: 4962.953125
	Iteration 8Q: 3 clusters Score -2868880 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2869643.500000 Penalty: 4962.953125
	Iteration 9F: 3 clusters Score -2869644 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2870595.750000 Penalty: 4962.953125
	Iteration 10F: 3 clusters Score -2870596 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2871589.000000 Penalty: 4962.953125
	Iteration 11F: 3 clusters Score -2871589 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2872567.000000 Penalty: 4962.953125
	Iteration 12F: 3 clusters Score -2872567 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2873247.250000 Penalty: 4962.953125
	Iteration 13Q: 3 clusters Score -2873247 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2873670.000000 Penalty: 4962.953125
	Iteration 14Q: 3 clusters Score -2873670 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2873942.250000 Penalty: 4962.953125
	Iteration 15Q: 3 clusters Score -2873942 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2874102.500000 Penalty: 4962.953125
	Iteration 16Q: 3 clusters Score -2874102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2874207.000000 Penalty: 4962.953125
	Iteration 17Q: 3 clusters Score -2874207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2874273.750000 Penalty: 4962.953125
	Iteration 18Q: 3 clusters Score -2874274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2874308.750000 Penalty: 4962.953125
	Iteration 19Q: 3 clusters Score -2874309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2874334.000000 Penalty: 4962.953125
	Iteration 20F: 3 clusters Score -2874334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2874354.750000 Penalty: 4962.953125
	Iteration 21Q: 3 clusters Score -2874355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2874360.250000 Penalty: 4962.953125
	Iteration 22Q: 3 clusters Score -2874360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2874377.250000 Penalty: 4962.953125
	Iteration 23Q: 3 clusters Score -2874377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2874394.750000 Penalty: 4962.953125
	Iteration 24Q: 3 clusters Score -2874395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2874406.250000 Penalty: 4962.953125
	Iteration 25Q: 3 clusters Score -2874406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2874408.750000 Penalty: 4962.953125
	Iteration 26Q: 3 clusters Score -2874409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2874410.000000 Penalty: 4962.953125
	Iteration 27Q: 3 clusters Score -2874410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2874414.000000 Penalty: 4962.953125
	Iteration 28Q: 3 clusters Score -2874414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2874414.000000 Penalty: 4962.953125
	Iteration 29F: 3 clusters Score -2874414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178605 members 
Entering Unmasked Estep 
Score: -22864254.000000 Penalty: 2999.047119
	Iteration 0F: 2 clusters Score -2.286425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -22747486.000000 Penalty: 5998.094238
	Iteration 0F: 3 clusters Score -2.274749e+07 nChanged 85703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -22796848.000000 Penalty: 5998.094238
	Iteration 1F: 3 clusters Score -2.279685e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -22798020.000000 Penalty: 5998.094238
	Iteration 2Q: 3 clusters Score -2.279802e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -22799336.000000 Penalty: 5998.094238
	Iteration 3Q: 3 clusters Score -2.279934e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -22801620.000000 Penalty: 5998.094238
	Iteration 4Q: 3 clusters Score -2.280162e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 107896 members 
Entering Unmasked Estep 
Score: -22805812.000000 Penalty: 5998.094238
	Iteration 5Q: 3 clusters Score -2.280581e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -22812554.000000 Penalty: 5998.094238
	Iteration 6F: 3 clusters Score -2.281255e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 129743 members 
Entering Unmasked Estep 
Score: -22823292.000000 Penalty: 5998.094238
	Iteration 7F: 3 clusters Score -2.282329e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -22836734.000000 Penalty: 5998.094238
	Iteration 8F: 3 clusters Score -2.283673e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -22848228.000000 Penalty: 5998.094238
	Iteration 9F: 3 clusters Score -2.284823e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -22855542.000000 Penalty: 5998.094238
	Iteration 10Q: 3 clusters Score -2.285554e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 166257 members 
Entering Unmasked Estep 
Score: -22859244.000000 Penalty: 5998.094238
	Iteration 11Q: 3 clusters Score -2.285924e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 168462 members 
Entering Unmasked Estep 
Score: -22860888.000000 Penalty: 5998.094238
	Iteration 12Q: 3 clusters Score -2.286089e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 169832 members 
Entering Unmasked Estep 
Score: -22861664.000000 Penalty: 5998.094238
	Iteration 13Q: 3 clusters Score -2.286166e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 170829 members 
Entering Unmasked Estep 
Score: -22862172.000000 Penalty: 5998.094238
	Iteration 14Q: 3 clusters Score -2.286217e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -22862486.000000 Penalty: 5998.094238
	Iteration 15Q: 3 clusters Score -2.286249e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 172233 members 
Entering Unmasked Estep 
Score: -22862616.000000 Penalty: 5998.094238
	Iteration 16Q: 3 clusters Score -2.286262e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 172775 members 
Entering Unmasked Estep 
Score: -22862706.000000 Penalty: 5998.094238
	Iteration 17Q: 3 clusters Score -2.286271e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -22862784.000000 Penalty: 5998.094238
	Iteration 18Q: 3 clusters Score -2.286278e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 173584 members 
Entering Unmasked Estep 
Score: -22862722.000000 Penalty: 5998.094238
	Iteration 19Q: 3 clusters Score -2.286272e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 173846 members 
Entering Unmasked Estep 
Score: -22862720.000000 Penalty: 5998.094238
	Iteration 20F: 3 clusters Score -2.286272e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -22862698.000000 Penalty: 5998.094238
	Iteration 21Q: 3 clusters Score -2.28627e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -22862676.000000 Penalty: 5998.094238
	Iteration 22Q: 3 clusters Score -2.286268e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -22862690.000000 Penalty: 5998.094238
	Iteration 23Q: 3 clusters Score -2.286269e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 174480 members 
Entering Unmasked Estep 
Score: -22862672.000000 Penalty: 5998.094238
	Iteration 24Q: 3 clusters Score -2.286267e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 174582 members 
Entering Unmasked Estep 
Score: -22862704.000000 Penalty: 5998.094238
	Iteration 25Q: 3 clusters Score -2.28627e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 174680 members 
Entering Unmasked Estep 
Score: -22862710.000000 Penalty: 5998.094238
	Iteration 26Q: 3 clusters Score -2.286271e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 174775 members 
Entering Unmasked Estep 
Score: -22862728.000000 Penalty: 5998.094238
	Iteration 27Q: 3 clusters Score -2.286273e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 174862 members 
Entering Unmasked Estep 
Score: -22862708.000000 Penalty: 5998.094238
	Iteration 28Q: 3 clusters Score -2.286271e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -22862682.000000 Penalty: 5998.094238
	Iteration 29Q: 3 clusters Score -2.286268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -22862692.000000 Penalty: 5998.094238
	Iteration 30Q: 3 clusters Score -2.286269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 175033 members 
Entering Unmasked Estep 
Score: -22862676.000000 Penalty: 5998.094238
	Iteration 31Q: 3 clusters Score -2.286268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -22862684.000000 Penalty: 5998.094238
	Iteration 32Q: 3 clusters Score -2.286268e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 175126 members 
Entering Unmasked Estep 
Score: -22862708.000000 Penalty: 5998.094238
	Iteration 33Q: 3 clusters Score -2.286271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -22862686.000000 Penalty: 5998.094238
	Iteration 34Q: 3 clusters Score -2.286269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 175219 members 
Entering Unmasked Estep 
Score: -22862682.000000 Penalty: 5998.094238
	Iteration 35Q: 3 clusters Score -2.286268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 175257 members 
Entering Unmasked Estep 
Score: -22862726.000000 Penalty: 5998.094238
	Iteration 36Q: 3 clusters Score -2.286273e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -22862688.000000 Penalty: 5998.094238
	Iteration 37Q: 3 clusters Score -2.286269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -22862684.000000 Penalty: 5998.094238
	Iteration 38Q: 3 clusters Score -2.286268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 175347 members 
Entering Unmasked Estep 
Score: -22862700.000000 Penalty: 5998.094238
	Iteration 39Q: 3 clusters Score -2.28627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 175371 members 
Entering Unmasked Estep 
Score: -22862702.000000 Penalty: 5998.094238
	Iteration 40F: 3 clusters Score -2.28627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 175390 members 
Entering Unmasked Estep 
Score: -22862704.000000 Penalty: 5998.094238
	Iteration 41Q: 3 clusters Score -2.28627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 175411 members 
Entering Unmasked Estep 
Score: -22862696.000000 Penalty: 5998.094238
	Iteration 42Q: 3 clusters Score -2.28627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 175434 members 
Entering Unmasked Estep 
Score: -22862704.000000 Penalty: 5998.094238
	Iteration 43Q: 3 clusters Score -2.28627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -22862708.000000 Penalty: 5998.094238
	Iteration 44Q: 3 clusters Score -2.286271e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 175480 members 
Entering Unmasked Estep 
Score: -22862716.000000 Penalty: 5998.094238
	Iteration 45Q: 3 clusters Score -2.286272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -22862698.000000 Penalty: 5998.094238
	Iteration 46Q: 3 clusters Score -2.28627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -22862700.000000 Penalty: 5998.094238
	Iteration 47Q: 3 clusters Score -2.28627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -22862724.000000 Penalty: 5998.094238
	Iteration 48Q: 3 clusters Score -2.286272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 175579 members 
Entering Unmasked Estep 
Score: -22862724.000000 Penalty: 5998.094238
	Iteration 49Q: 3 clusters Score -2.286272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -22862710.000000 Penalty: 5998.094238
	Iteration 50Q: 3 clusters Score -2.286271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 175608 members 
Entering Unmasked Estep 
Score: -22862718.000000 Penalty: 5998.094238
	Iteration 51Q: 3 clusters Score -2.286272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22862708.000000 Penalty: 5998.094238
	Iteration 52Q: 3 clusters Score -2.286271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -22862694.000000 Penalty: 5998.094238
	Iteration 53Q: 3 clusters Score -2.286269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -22862674.000000 Penalty: 5998.094238
	Iteration 54Q: 3 clusters Score -2.286267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 175657 members 
Entering Unmasked Estep 
Score: -22862684.000000 Penalty: 5998.094238
	Iteration 55Q: 3 clusters Score -2.286268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -22862690.000000 Penalty: 5998.094238
	Iteration 56Q: 3 clusters Score -2.286269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -22862704.000000 Penalty: 5998.094238
	Iteration 57Q: 3 clusters Score -2.28627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -22862726.000000 Penalty: 5998.094238
	Iteration 58Q: 3 clusters Score -2.286273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -22862726.000000 Penalty: 5998.094238
	Iteration 59Q: 3 clusters Score -2.286273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 175710 members 
Entering Unmasked Estep 
Score: -22862726.000000 Penalty: 5998.094238
	Iteration 60F: 3 clusters Score -2.286273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -22862738.000000 Penalty: 5998.094238
	Iteration 61Q: 3 clusters Score -2.286274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -22862742.000000 Penalty: 5998.094238
	Iteration 62Q: 3 clusters Score -2.286274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -22862756.000000 Penalty: 5998.094238
	Iteration 63Q: 3 clusters Score -2.286276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -22862752.000000 Penalty: 5998.094238
	Iteration 64Q: 3 clusters Score -2.286275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 175745 members 
Entering Unmasked Estep 
Score: -22862746.000000 Penalty: 5998.094238
	Iteration 65Q: 3 clusters Score -2.286275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 175754 members 
Entering Unmasked Estep 
Score: -22862754.000000 Penalty: 5998.094238
	Iteration 66Q: 3 clusters Score -2.286275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 175763 members 
Entering Unmasked Estep 
Score: -22862746.000000 Penalty: 5998.094238
	Iteration 67Q: 3 clusters Score -2.286275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 175772 members 
Entering Unmasked Estep 
Score: -22862748.000000 Penalty: 5998.094238
	Iteration 68Q: 3 clusters Score -2.286275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -22862746.000000 Penalty: 5998.094238
	Iteration 69Q: 3 clusters Score -2.286275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 175785 members 
Entering Unmasked Estep 
Score: -22862758.000000 Penalty: 5998.094238
	Iteration 70Q: 3 clusters Score -2.286276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -22862760.000000 Penalty: 5998.094238
	Iteration 71Q: 3 clusters Score -2.286276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -22862758.000000 Penalty: 5998.094238
	Iteration 72Q: 3 clusters Score -2.286276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -22862744.000000 Penalty: 5998.094238
	Iteration 73Q: 3 clusters Score -2.286274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 175803 members 
Entering Unmasked Estep 
Score: -22862740.000000 Penalty: 5998.094238
	Iteration 74Q: 3 clusters Score -2.286274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 175804 members 
Entering Unmasked Estep 
Score: -22862740.000000 Penalty: 5998.094238
	Iteration 75Q: 3 clusters Score -2.286274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -22862730.000000 Penalty: 5998.094238
	Iteration 76Q: 3 clusters Score -2.286273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -22862728.000000 Penalty: 5998.094238
	Iteration 77Q: 3 clusters Score -2.286273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -22862728.000000 Penalty: 5998.094238
	Iteration 78F: 3 clusters Score -2.286273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Entering Unmasked Estep 
Score: -2713375.500000 Penalty: 2466.553711
	Iteration 0F: 2 clusters Score -2713376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2698681.500000 Penalty: 4933.107422
	Iteration 0F: 3 clusters Score -2698682 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2703570.750000 Penalty: 4933.107422
	Iteration 1F: 3 clusters Score -2703571 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2703976.750000 Penalty: 4933.107422
	Iteration 2F: 3 clusters Score -2703977 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2704372.000000 Penalty: 4933.107422
	Iteration 3Q: 3 clusters Score -2704372 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2704756.500000 Penalty: 4933.107422
	Iteration 4Q: 3 clusters Score -2704756 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2705144.250000 Penalty: 4933.107422
	Iteration 5Q: 3 clusters Score -2705144 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2705628.750000 Penalty: 4933.107422
	Iteration 6Q: 3 clusters Score -2705629 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2706180.250000 Penalty: 4933.107422
	Iteration 7Q: 3 clusters Score -2706180 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2706836.250000 Penalty: 4933.107422
	Iteration 8F: 3 clusters Score -2706836 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2707550.000000 Penalty: 4933.107422
	Iteration 9F: 3 clusters Score -2707550 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2708312.500000 Penalty: 4933.107422
	Iteration 10F: 3 clusters Score -2708312 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2708957.250000 Penalty: 4933.107422
	Iteration 11Q: 3 clusters Score -2708957 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2709380.000000 Penalty: 4933.107422
	Iteration 12Q: 3 clusters Score -2709380 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2709617.250000 Penalty: 4933.107422
	Iteration 13Q: 3 clusters Score -2709617 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2709717.750000 Penalty: 4933.107422
	Iteration 14Q: 3 clusters Score -2709718 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2709786.500000 Penalty: 4933.107422
	Iteration 15Q: 3 clusters Score -2709786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2709823.250000 Penalty: 4933.107422
	Iteration 16Q: 3 clusters Score -2709823 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2709877.000000 Penalty: 4933.107422
	Iteration 17Q: 3 clusters Score -2709877 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2709910.000000 Penalty: 4933.107422
	Iteration 18Q: 3 clusters Score -2709910 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2709946.750000 Penalty: 4933.107422
	Iteration 19Q: 3 clusters Score -2709947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2709966.250000 Penalty: 4933.107422
	Iteration 20F: 3 clusters Score -2709966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2709998.000000 Penalty: 4933.107422
	Iteration 21Q: 3 clusters Score -2709998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2710022.500000 Penalty: 4933.107422
	Iteration 22Q: 3 clusters Score -2710022 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2710050.750000 Penalty: 4933.107422
	Iteration 23Q: 3 clusters Score -2710051 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2710079.500000 Penalty: 4933.107422
	Iteration 24Q: 3 clusters Score -2710080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2710098.000000 Penalty: 4933.107422
	Iteration 25Q: 3 clusters Score -2710098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2710124.000000 Penalty: 4933.107422
	Iteration 26Q: 3 clusters Score -2710124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2710140.750000 Penalty: 4933.107422
	Iteration 27Q: 3 clusters Score -2710141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2710145.750000 Penalty: 4933.107422
	Iteration 28Q: 3 clusters Score -2710146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2710153.000000 Penalty: 4933.107422
	Iteration 29Q: 3 clusters Score -2710153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2710164.000000 Penalty: 4933.107422
	Iteration 30Q: 3 clusters Score -2710164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2710168.250000 Penalty: 4933.107422
	Iteration 31Q: 3 clusters Score -2710168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2710178.000000 Penalty: 4933.107422
	Iteration 32Q: 3 clusters Score -2710178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2710186.250000 Penalty: 4933.107422
	Iteration 33Q: 3 clusters Score -2710186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2710198.000000 Penalty: 4933.107422
	Iteration 34Q: 3 clusters Score -2710198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2710217.750000 Penalty: 4933.107422
	Iteration 35Q: 3 clusters Score -2710218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2710217.750000 Penalty: 4933.107422
	Iteration 36Q: 3 clusters Score -2710218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2710223.750000 Penalty: 4933.107422
	Iteration 37Q: 3 clusters Score -2710224 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2710231.750000 Penalty: 4933.107422
	Iteration 38Q: 3 clusters Score -2710232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2710243.250000 Penalty: 4933.107422
	Iteration 39Q: 3 clusters Score -2710243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2710266.500000 Penalty: 4933.107422
	Iteration 40F: 3 clusters Score -2710266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2710279.250000 Penalty: 4933.107422
	Iteration 41Q: 3 clusters Score -2710279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2710295.750000 Penalty: 4933.107422
	Iteration 42Q: 3 clusters Score -2710296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2710309.000000 Penalty: 4933.107422
	Iteration 43Q: 3 clusters Score -2710309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2710331.250000 Penalty: 4933.107422
	Iteration 44Q: 3 clusters Score -2710331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2710332.500000 Penalty: 4933.107422
	Iteration 45Q: 3 clusters Score -2710332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2710347.250000 Penalty: 4933.107422
	Iteration 46Q: 3 clusters Score -2710347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2710354.250000 Penalty: 4933.107422
	Iteration 47Q: 3 clusters Score -2710354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2710371.500000 Penalty: 4933.107422
	Iteration 48Q: 3 clusters Score -2710372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2710384.000000 Penalty: 4933.107422
	Iteration 49Q: 3 clusters Score -2710384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2710394.000000 Penalty: 4933.107422
	Iteration 50Q: 3 clusters Score -2710394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2710419.250000 Penalty: 4933.107422
	Iteration 51Q: 3 clusters Score -2710419 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2710447.750000 Penalty: 4933.107422
	Iteration 52Q: 3 clusters Score -2710448 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2710480.250000 Penalty: 4933.107422
	Iteration 53Q: 3 clusters Score -2710480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2710519.500000 Penalty: 4933.107422
	Iteration 54Q: 3 clusters Score -2710520 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2710548.750000 Penalty: 4933.107422
	Iteration 55Q: 3 clusters Score -2710549 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2710569.750000 Penalty: 4933.107422
	Iteration 56Q: 3 clusters Score -2710570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2710589.500000 Penalty: 4933.107422
	Iteration 57Q: 3 clusters Score -2710590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2710618.750000 Penalty: 4933.107422
	Iteration 58Q: 3 clusters Score -2710619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2710630.250000 Penalty: 4933.107422
	Iteration 59Q: 3 clusters Score -2710630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2710658.750000 Penalty: 4933.107422
	Iteration 60F: 3 clusters Score -2710659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2710670.000000 Penalty: 4933.107422
	Iteration 61Q: 3 clusters Score -2710670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2710694.250000 Penalty: 4933.107422
	Iteration 62Q: 3 clusters Score -2710694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2710714.250000 Penalty: 4933.107422
	Iteration 63Q: 3 clusters Score -2710714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2710736.500000 Penalty: 4933.107422
	Iteration 64Q: 3 clusters Score -2710736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2710750.750000 Penalty: 4933.107422
	Iteration 65Q: 3 clusters Score -2710751 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2710784.500000 Penalty: 4933.107422
	Iteration 66Q: 3 clusters Score -2710784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2710807.250000 Penalty: 4933.107422
	Iteration 67Q: 3 clusters Score -2710807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2710829.500000 Penalty: 4933.107422
	Iteration 68Q: 3 clusters Score -2710830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2710848.000000 Penalty: 4933.107422
	Iteration 69Q: 3 clusters Score -2710848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2710858.250000 Penalty: 4933.107422
	Iteration 70Q: 3 clusters Score -2710858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2710876.750000 Penalty: 4933.107422
	Iteration 71Q: 3 clusters Score -2710877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2710894.500000 Penalty: 4933.107422
	Iteration 72Q: 3 clusters Score -2710894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2710906.750000 Penalty: 4933.107422
	Iteration 73Q: 3 clusters Score -2710907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2710924.250000 Penalty: 4933.107422
	Iteration 74Q: 3 clusters Score -2710924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2710950.750000 Penalty: 4933.107422
	Iteration 75Q: 3 clusters Score -2710951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2710963.000000 Penalty: 4933.107422
	Iteration 76Q: 3 clusters Score -2710963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2710967.500000 Penalty: 4933.107422
	Iteration 77Q: 3 clusters Score -2710968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2710973.250000 Penalty: 4933.107422
	Iteration 78Q: 3 clusters Score -2710973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2710988.250000 Penalty: 4933.107422
	Iteration 79Q: 3 clusters Score -2710988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2710996.500000 Penalty: 4933.107422
	Iteration 80F: 3 clusters Score -2710996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2711022.250000 Penalty: 4933.107422
	Iteration 81Q: 3 clusters Score -2711022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2711030.250000 Penalty: 4933.107422
	Iteration 82Q: 3 clusters Score -2711030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2711037.000000 Penalty: 4933.107422
	Iteration 83Q: 3 clusters Score -2711037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2711043.000000 Penalty: 4933.107422
	Iteration 84Q: 3 clusters Score -2711043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2711059.250000 Penalty: 4933.107422
	Iteration 85Q: 3 clusters Score -2711059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2711068.250000 Penalty: 4933.107422
	Iteration 86Q: 3 clusters Score -2711068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2711084.500000 Penalty: 4933.107422
	Iteration 87Q: 3 clusters Score -2711084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2711095.500000 Penalty: 4933.107422
	Iteration 88Q: 3 clusters Score -2711096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2711109.250000 Penalty: 4933.107422
	Iteration 89Q: 3 clusters Score -2711109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2711124.750000 Penalty: 4933.107422
	Iteration 90Q: 3 clusters Score -2711125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2711130.750000 Penalty: 4933.107422
	Iteration 91Q: 3 clusters Score -2711131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2711134.500000 Penalty: 4933.107422
	Iteration 92Q: 3 clusters Score -2711134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2711142.750000 Penalty: 4933.107422
	Iteration 93Q: 3 clusters Score -2711143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2711146.000000 Penalty: 4933.107422
	Iteration 94Q: 3 clusters Score -2711146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2711151.500000 Penalty: 4933.107422
	Iteration 95Q: 3 clusters Score -2711152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2711150.000000 Penalty: 4933.107422
	Iteration 96Q: 3 clusters Score -2711150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2711156.000000 Penalty: 4933.107422
	Iteration 97Q: 3 clusters Score -2711156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2711155.250000 Penalty: 4933.107422
	Iteration 98Q: 3 clusters Score -2711155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2711162.000000 Penalty: 4933.107422
	Iteration 99Q: 3 clusters Score -2711162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2711159.250000 Penalty: 4933.107422
	Iteration 100F: 3 clusters Score -2711159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2711161.000000 Penalty: 4933.107422
	Iteration 101Q: 3 clusters Score -2711161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2711175.500000 Penalty: 4933.107422
	Iteration 102Q: 3 clusters Score -2711176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2711178.250000 Penalty: 4933.107422
	Iteration 103Q: 3 clusters Score -2711178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2711192.000000 Penalty: 4933.107422
	Iteration 104Q: 3 clusters Score -2711192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2711201.500000 Penalty: 4933.107422
	Iteration 105Q: 3 clusters Score -2711202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2711202.500000 Penalty: 4933.107422
	Iteration 106Q: 3 clusters Score -2711202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2711209.000000 Penalty: 4933.107422
	Iteration 107Q: 3 clusters Score -2711209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2711214.500000 Penalty: 4933.107422
	Iteration 108Q: 3 clusters Score -2711214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2711224.000000 Penalty: 4933.107422
	Iteration 109Q: 3 clusters Score -2711224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2711227.250000 Penalty: 4933.107422
	Iteration 110Q: 3 clusters Score -2711227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2711233.500000 Penalty: 4933.107422
	Iteration 111Q: 3 clusters Score -2711234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2711239.500000 Penalty: 4933.107422
	Iteration 112Q: 3 clusters Score -2711240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2711242.250000 Penalty: 4933.107422
	Iteration 113Q: 3 clusters Score -2711242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2711242.750000 Penalty: 4933.107422
	Iteration 114Q: 3 clusters Score -2711243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2711247.250000 Penalty: 4933.107422
	Iteration 115Q: 3 clusters Score -2711247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2711251.250000 Penalty: 4933.107422
	Iteration 116Q: 3 clusters Score -2711251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2711250.000000 Penalty: 4933.107422
	Iteration 117Q: 3 clusters Score -2711250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2711254.500000 Penalty: 4933.107422
	Iteration 118Q: 3 clusters Score -2711254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2711253.000000 Penalty: 4933.107422
	Iteration 119Q: 3 clusters Score -2711253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2711252.500000 Penalty: 4933.107422
	Iteration 120F: 3 clusters Score -2711252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2711256.500000 Penalty: 4933.107422
	Iteration 121Q: 3 clusters Score -2711256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2711255.250000 Penalty: 4933.107422
	Iteration 122Q: 3 clusters Score -2711255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2711256.000000 Penalty: 4933.107422
	Iteration 123Q: 3 clusters Score -2711256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2711257.250000 Penalty: 4933.107422
	Iteration 124Q: 3 clusters Score -2711257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2711261.750000 Penalty: 4933.107422
	Iteration 125Q: 3 clusters Score -2711262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2711264.500000 Penalty: 4933.107422
	Iteration 126Q: 3 clusters Score -2711264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2711279.000000 Penalty: 4933.107422
	Iteration 127Q: 3 clusters Score -2711279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2711280.500000 Penalty: 4933.107422
	Iteration 128Q: 3 clusters Score -2711280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2711283.250000 Penalty: 4933.107422
	Iteration 129Q: 3 clusters Score -2711283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2711290.000000 Penalty: 4933.107422
	Iteration 130Q: 3 clusters Score -2711290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2711291.250000 Penalty: 4933.107422
	Iteration 131Q: 3 clusters Score -2711291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2711293.750000 Penalty: 4933.107422
	Iteration 132Q: 3 clusters Score -2711294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2711292.500000 Penalty: 4933.107422
	Iteration 133Q: 3 clusters Score -2711292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2711292.500000 Penalty: 4933.107422
	Iteration 134F: 3 clusters Score -2711292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -46015.753906 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -46015.75 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 229 members 
Entering Unmasked Estep 
Score: -44655.800781 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -44655.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44863.117188 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -44863.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44915.703125 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -44915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44927.828125 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -44927.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44935.265625 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -44935.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44944.058594 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -44944.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44977.757812 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -44977.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44998.707031 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -44998.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45008.886719 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -45008.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45008.886719 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -45008.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199918 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133144 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90519 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 73107 members 
Mstep: Class 15 contains 25363 members 
Mstep: Class 16 contains 22158 members 
Mstep: Class 17 contains 178605 members 
Mstep: Class 18 contains 20864 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288272.000000 Penalty: 53843.792969
Iteration 159Q: 17 clusters Score -9.828827e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199923 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133121 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90545 members 
Mstep: Class 12 contains 11714 members 
Mstep: Class 13 contains 73103 members 
Mstep: Class 15 contains 25364 members 
Mstep: Class 16 contains 22160 members 
Mstep: Class 17 contains 178594 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288256.000000 Penalty: 53843.792969
Iteration 160F: 17 clusters Score -9.828826e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199928 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133100 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90565 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 73102 members 
Mstep: Class 15 contains 25366 members 
Mstep: Class 16 contains 22163 members 
Mstep: Class 17 contains 178581 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288192.000000 Penalty: 53843.792969
Iteration 161Q: 17 clusters Score -9.828819e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199930 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7698 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133091 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90591 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 73106 members 
Mstep: Class 15 contains 25368 members 
Mstep: Class 16 contains 22164 members 
Mstep: Class 17 contains 178561 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288176.000000 Penalty: 53843.792969
Iteration 162Q: 17 clusters Score -9.828818e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199940 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133061 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90620 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 73112 members 
Mstep: Class 15 contains 25371 members 
Mstep: Class 16 contains 22163 members 
Mstep: Class 17 contains 178546 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288256.000000 Penalty: 53843.792969
Iteration 163Q: 17 clusters Score -9.828826e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199956 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7684 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133038 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90646 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 73105 members 
Mstep: Class 15 contains 25374 members 
Mstep: Class 16 contains 22165 members 
Mstep: Class 17 contains 178531 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288200.000000 Penalty: 53843.792969
Iteration 164Q: 17 clusters Score -9.82882e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199979 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 133010 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90675 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 73102 members 
Mstep: Class 15 contains 25375 members 
Mstep: Class 16 contains 22164 members 
Mstep: Class 17 contains 178511 members 
Mstep: Class 18 contains 20880 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288040.000000 Penalty: 53843.792969
Iteration 165Q: 17 clusters Score -9.828804e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200003 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7673 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132982 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90697 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 73096 members 
Mstep: Class 15 contains 25377 members 
Mstep: Class 16 contains 22165 members 
Mstep: Class 17 contains 178493 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288072.000000 Penalty: 53843.792969
Iteration 166Q: 17 clusters Score -9.828807e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200011 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7672 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132962 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90715 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 73090 members 
Mstep: Class 15 contains 25381 members 
Mstep: Class 16 contains 22164 members 
Mstep: Class 17 contains 178482 members 
Mstep: Class 18 contains 20890 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288024.000000 Penalty: 53843.792969
Iteration 167Q: 17 clusters Score -9.828802e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200022 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132936 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90736 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 73080 members 
Mstep: Class 15 contains 25387 members 
Mstep: Class 16 contains 22165 members 
Mstep: Class 17 contains 178470 members 
Mstep: Class 18 contains 20894 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288128.000000 Penalty: 53843.792969
Iteration 168Q: 17 clusters Score -9.828813e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200029 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132911 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90751 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 73075 members 
Mstep: Class 15 contains 25397 members 
Mstep: Class 16 contains 22168 members 
Mstep: Class 17 contains 178461 members 
Mstep: Class 18 contains 20896 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288112.000000 Penalty: 53843.792969
Iteration 169Q: 17 clusters Score -9.828811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200041 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132871 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90762 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 73069 members 
Mstep: Class 15 contains 25401 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 178460 members 
Mstep: Class 18 contains 20903 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288136.000000 Penalty: 53843.792969
Iteration 170Q: 17 clusters Score -9.828814e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200040 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132838 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90776 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 73065 members 
Mstep: Class 15 contains 25406 members 
Mstep: Class 16 contains 22178 members 
Mstep: Class 17 contains 178465 members 
Mstep: Class 18 contains 20912 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288112.000000 Penalty: 53843.792969
Iteration 171Q: 17 clusters Score -9.828811e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200038 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132799 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90788 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 73060 members 
Mstep: Class 15 contains 25408 members 
Mstep: Class 16 contains 22182 members 
Mstep: Class 17 contains 178479 members 
Mstep: Class 18 contains 20917 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288064.000000 Penalty: 53843.792969
Iteration 172Q: 17 clusters Score -9.828806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200044 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132765 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90804 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 73051 members 
Mstep: Class 15 contains 25409 members 
Mstep: Class 16 contains 22188 members 
Mstep: Class 17 contains 178489 members 
Mstep: Class 18 contains 20920 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288008.000000 Penalty: 53843.792969
Iteration 173Q: 17 clusters Score -9.828801e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200044 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132729 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90824 members 
Mstep: Class 12 contains 11756 members 
Mstep: Class 13 contains 73047 members 
Mstep: Class 15 contains 25412 members 
Mstep: Class 16 contains 22193 members 
Mstep: Class 17 contains 178496 members 
Mstep: Class 18 contains 20923 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287944.000000 Penalty: 53843.792969
Iteration 174Q: 17 clusters Score -9.828794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200047 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132698 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90839 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 73041 members 
Mstep: Class 15 contains 25416 members 
Mstep: Class 16 contains 22196 members 
Mstep: Class 17 contains 178506 members 
Mstep: Class 18 contains 20923 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288040.000000 Penalty: 53843.792969
Iteration 175Q: 17 clusters Score -9.828804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200035 members 
Mstep: Class 4 contains 11921 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132672 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90857 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 73040 members 
Mstep: Class 15 contains 25420 members 
Mstep: Class 16 contains 22196 members 
Mstep: Class 17 contains 178520 members 
Mstep: Class 18 contains 20923 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288104.000000 Penalty: 53843.792969
Iteration 176Q: 17 clusters Score -9.82881e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200031 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132646 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90872 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 73040 members 
Mstep: Class 15 contains 25429 members 
Mstep: Class 16 contains 22199 members 
Mstep: Class 17 contains 178520 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288080.000000 Penalty: 53843.792969
Iteration 177Q: 17 clusters Score -9.828808e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200024 members 
Mstep: Class 4 contains 11918 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132613 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90885 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 73035 members 
Mstep: Class 15 contains 25440 members 
Mstep: Class 16 contains 22200 members 
Mstep: Class 17 contains 178535 members 
Mstep: Class 18 contains 20927 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288112.000000 Penalty: 53843.792969
Iteration 178Q: 17 clusters Score -9.828811e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200020 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132584 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90903 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 73031 members 
Mstep: Class 15 contains 25453 members 
Mstep: Class 16 contains 22201 members 
Mstep: Class 17 contains 178538 members 
Mstep: Class 18 contains 20929 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288160.000000 Penalty: 53843.792969
Iteration 179Q: 17 clusters Score -9.828816e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200016 members 
Mstep: Class 4 contains 11920 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132557 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90926 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 73029 members 
Mstep: Class 15 contains 25462 members 
Mstep: Class 16 contains 22202 members 
Mstep: Class 17 contains 178532 members 
Mstep: Class 18 contains 20934 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288112.000000 Penalty: 53843.792969
Iteration 180F: 17 clusters Score -9.828811e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200019 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132520 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90954 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 73024 members 
Mstep: Class 15 contains 25468 members 
Mstep: Class 16 contains 22208 members 
Mstep: Class 17 contains 178524 members 
Mstep: Class 18 contains 20941 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288176.000000 Penalty: 53843.792969
Iteration 181Q: 17 clusters Score -9.828818e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200028 members 
Mstep: Class 4 contains 11917 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132489 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 90982 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 73017 members 
Mstep: Class 15 contains 25474 members 
Mstep: Class 16 contains 22208 members 
Mstep: Class 17 contains 178517 members 
Mstep: Class 18 contains 20946 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288072.000000 Penalty: 53843.792969
Iteration 182Q: 17 clusters Score -9.828807e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200028 members 
Mstep: Class 4 contains 11915 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132464 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91013 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 73012 members 
Mstep: Class 15 contains 25479 members 
Mstep: Class 16 contains 22211 members 
Mstep: Class 17 contains 178506 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288040.000000 Penalty: 53843.792969
Iteration 183Q: 17 clusters Score -9.828804e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200021 members 
Mstep: Class 4 contains 11915 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132440 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91055 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 73005 members 
Mstep: Class 15 contains 25484 members 
Mstep: Class 16 contains 22212 members 
Mstep: Class 17 contains 178494 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288016.000000 Penalty: 53843.792969
Iteration 184Q: 17 clusters Score -9.828802e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200016 members 
Mstep: Class 4 contains 11913 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132418 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91089 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 73003 members 
Mstep: Class 15 contains 25486 members 
Mstep: Class 16 contains 22215 members 
Mstep: Class 17 contains 178483 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288016.000000 Penalty: 53843.792969
Iteration 185Q: 17 clusters Score -9.828802e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200019 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132400 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91112 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 72999 members 
Mstep: Class 15 contains 25485 members 
Mstep: Class 16 contains 22219 members 
Mstep: Class 17 contains 178478 members 
Mstep: Class 18 contains 20953 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287920.000000 Penalty: 53843.792969
Iteration 186Q: 17 clusters Score -9.828792e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200021 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132383 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91132 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 72996 members 
Mstep: Class 15 contains 25488 members 
Mstep: Class 16 contains 22219 members 
Mstep: Class 17 contains 178471 members 
Mstep: Class 18 contains 20953 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287992.000000 Penalty: 53843.792969
Iteration 187Q: 17 clusters Score -9.828799e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200007 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132367 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91151 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72995 members 
Mstep: Class 15 contains 25496 members 
Mstep: Class 16 contains 22221 members 
Mstep: Class 17 contains 178473 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288032.000000 Penalty: 53843.792969
Iteration 188Q: 17 clusters Score -9.828803e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199999 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132352 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91167 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 72996 members 
Mstep: Class 15 contains 25501 members 
Mstep: Class 16 contains 22220 members 
Mstep: Class 17 contains 178476 members 
Mstep: Class 18 contains 20955 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288016.000000 Penalty: 53843.792969
Iteration 189Q: 17 clusters Score -9.828802e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199990 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132340 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91178 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 72995 members 
Mstep: Class 15 contains 25509 members 
Mstep: Class 16 contains 22220 members 
Mstep: Class 17 contains 178479 members 
Mstep: Class 18 contains 20955 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288032.000000 Penalty: 53843.792969
Iteration 190Q: 17 clusters Score -9.828803e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199991 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132322 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91184 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72992 members 
Mstep: Class 15 contains 25515 members 
Mstep: Class 16 contains 22221 members 
Mstep: Class 17 contains 178489 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287944.000000 Penalty: 53843.792969
Iteration 191Q: 17 clusters Score -9.828794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 199997 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132304 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91187 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72991 members 
Mstep: Class 15 contains 25524 members 
Mstep: Class 16 contains 22223 members 
Mstep: Class 17 contains 178489 members 
Mstep: Class 18 contains 20953 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287920.000000 Penalty: 53843.792969
Iteration 192Q: 17 clusters Score -9.828792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200000 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132294 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91196 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72989 members 
Mstep: Class 15 contains 25527 members 
Mstep: Class 16 contains 22224 members 
Mstep: Class 17 contains 178485 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287848.000000 Penalty: 53843.792969
Iteration 193Q: 17 clusters Score -9.828785e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 200008 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132285 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91202 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72985 members 
Mstep: Class 15 contains 25529 members 
Mstep: Class 16 contains 22227 members 
Mstep: Class 17 contains 178481 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287928.000000 Penalty: 53843.792969
Iteration 194Q: 17 clusters Score -9.828793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200010 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132280 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91212 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 72981 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 22228 members 
Mstep: Class 17 contains 178475 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287912.000000 Penalty: 53843.792969
Iteration 195Q: 17 clusters Score -9.828791e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 199999 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132278 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91221 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 72981 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 22228 members 
Mstep: Class 17 contains 178478 members 
Mstep: Class 18 contains 20950 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287936.000000 Penalty: 53843.792969
Iteration 196Q: 17 clusters Score -9.828794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 199995 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7667 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132272 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91227 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 72983 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 22229 members 
Mstep: Class 17 contains 178478 members 
Mstep: Class 18 contains 20951 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287848.000000 Penalty: 53843.792969
Iteration 197Q: 17 clusters Score -9.828785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200002 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7667 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132256 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91233 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 72981 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 22230 members 
Mstep: Class 17 contains 178480 members 
Mstep: Class 18 contains 20951 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287832.000000 Penalty: 53843.792969
Iteration 198Q: 17 clusters Score -9.828783e+07 nChanged 34
Entering ConstructFrom: 
Score: -98287832.000000 Penalty: 53843.792969
Entering ConstructFrom: 
Trying to split cluster 1 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -112772.265625 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -112772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110869.773438 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -110869.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111426.929688 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -111426.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111693.296875 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -111693.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112001.281250 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -112001.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -112352.359375 Penalty: 3449.500977
	Iteration 4F: 3 clusters Score -112352.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -112614.937500 Penalty: 3449.500977
	Iteration 5F: 3 clusters Score -112614.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -112773.453125 Penalty: 3449.500977
	Iteration 6F: 3 clusters Score -112773.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -112858.367188 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -112858.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -112918.992188 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -112919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112976.882812 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -112976.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -113030.703125 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -113030.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -113079.367188 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -113079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -113110.468750 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -113110.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -113134.742188 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -113134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -113141.265625 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -113141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -113153.648438 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -113153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113186.210938 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -113186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113210.960938 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -113211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -113228.023438 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -113228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113252.492188 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -113252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -113252.492188 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -113252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200006 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132244 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 882 members 
Mstep: Class 11 contains 91236 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72980 members 
Mstep: Class 15 contains 25531 members 
Mstep: Class 16 contains 22230 members 
Mstep: Class 17 contains 178484 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98286696.000000 Penalty: 57209.031250
Splitting cluster 1 changes total score from -98287832.000000 to -98286696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -458980.031250 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -458980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -455250.375000 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -455250.4 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -456150.375000 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -456150.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -456366.093750 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -456366.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -456508.625000 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -456508.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -456610.062500 Penalty: 4074.240479
	Iteration 4Q: 3 clusters Score -456610.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -456709.562500 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -456709.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -456820.875000 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -456820.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -456916.093750 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -456916.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -457025.125000 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -457025.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -457116.656250 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -457116.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -457197.468750 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -457197.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -457275.812500 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -457275.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -457353.406250 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -457353.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -457445.906250 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -457445.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -457534.718750 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -457534.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -457594.031250 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -457594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -457643.750000 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -457643.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -457692.093750 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -457692.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -457724.187500 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -457724.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -457754.781250 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -457754.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -457777.500000 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -457777.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -457798.187500 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -457798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -457810.062500 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -457810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -457817.406250 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -457817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -457822.437500 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -457822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -457825.437500 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -457825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -457829.625000 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -457829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -457834.562500 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -457834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -457838.031250 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -457838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -457841.156250 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -457841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -457844.250000 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -457844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -457844.937500 Penalty: 4074.240479
	Iteration 31Q: 3 clusters Score -457844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -457845.593750 Penalty: 4074.240479
	Iteration 32Q: 3 clusters Score -457845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -457845.593750 Penalty: 4074.240479
	Iteration 33F: 3 clusters Score -457845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (200006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Entering Unmasked Estep 
Score: -25583346.000000 Penalty: 3027.113281
	Iteration 0F: 2 clusters Score -2.558335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -25454492.000000 Penalty: 6054.226562
	Iteration 0F: 3 clusters Score -2.545449e+07 nChanged 96101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99117 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -25510804.000000 Penalty: 6054.226562
	Iteration 1F: 3 clusters Score -2.55108e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -25511358.000000 Penalty: 6054.226562
	Iteration 2Q: 3 clusters Score -2.551136e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -25512072.000000 Penalty: 6054.226562
	Iteration 3Q: 3 clusters Score -2.551207e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 105910 members 
Entering Unmasked Estep 
Score: -25513004.000000 Penalty: 6054.226562
	Iteration 4Q: 3 clusters Score -2.5513e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 109604 members 
Entering Unmasked Estep 
Score: -25514492.000000 Penalty: 6054.226562
	Iteration 5Q: 3 clusters Score -2.551449e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -25517070.000000 Penalty: 6054.226562
	Iteration 6Q: 3 clusters Score -2.551707e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 123573 members 
Entering Unmasked Estep 
Score: -25521496.000000 Penalty: 6054.226562
	Iteration 7Q: 3 clusters Score -2.55215e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 135050 members 
Entering Unmasked Estep 
Score: -25529110.000000 Penalty: 6054.226562
	Iteration 8F: 3 clusters Score -2.552911e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -25540428.000000 Penalty: 6054.226562
	Iteration 9F: 3 clusters Score -2.554043e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -25553584.000000 Penalty: 6054.226562
	Iteration 10F: 3 clusters Score -2.555358e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 176361 members 
Entering Unmasked Estep 
Score: -25564800.000000 Penalty: 6054.226562
	Iteration 11F: 3 clusters Score -2.55648e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 185974 members 
Entering Unmasked Estep 
Score: -25572302.000000 Penalty: 6054.226562
	Iteration 12Q: 3 clusters Score -2.55723e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 192432 members 
Entering Unmasked Estep 
Score: -25576642.000000 Penalty: 6054.226562
	Iteration 13Q: 3 clusters Score -2.557664e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 196333 members 
Entering Unmasked Estep 
Score: -25578894.000000 Penalty: 6054.226562
	Iteration 14Q: 3 clusters Score -2.557889e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 198399 members 
Entering Unmasked Estep 
Score: -25579936.000000 Penalty: 6054.226562
	Iteration 15Q: 3 clusters Score -2.557994e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 199235 members 
Entering Unmasked Estep 
Score: -25580284.000000 Penalty: 6054.226562
	Iteration 16Q: 3 clusters Score -2.558028e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 199534 members 
Entering Unmasked Estep 
Score: -25580508.000000 Penalty: 6054.226562
	Iteration 17Q: 3 clusters Score -2.558051e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 199647 members 
Entering Unmasked Estep 
Score: -25580584.000000 Penalty: 6054.226562
	Iteration 18Q: 3 clusters Score -2.558058e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 199686 members 
Entering Unmasked Estep 
Score: -25580664.000000 Penalty: 6054.226562
	Iteration 19Q: 3 clusters Score -2.558066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 199704 members 
Entering Unmasked Estep 
Score: -25580680.000000 Penalty: 6054.226562
	Iteration 20F: 3 clusters Score -2.558068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199718 members 
Entering Unmasked Estep 
Score: -25580702.000000 Penalty: 6054.226562
	Iteration 21Q: 3 clusters Score -2.55807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199725 members 
Entering Unmasked Estep 
Score: -25580682.000000 Penalty: 6054.226562
	Iteration 22Q: 3 clusters Score -2.558068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 199730 members 
Entering Unmasked Estep 
Score: -25580684.000000 Penalty: 6054.226562
	Iteration 23Q: 3 clusters Score -2.558068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 199733 members 
Entering Unmasked Estep 
Score: -25580702.000000 Penalty: 6054.226562
	Iteration 24Q: 3 clusters Score -2.55807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 199735 members 
Entering Unmasked Estep 
Score: -25580710.000000 Penalty: 6054.226562
	Iteration 25Q: 3 clusters Score -2.558071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 199735 members 
Entering Unmasked Estep 
Score: -25580710.000000 Penalty: 6054.226562
	Iteration 26F: 3 clusters Score -2.558071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Entering Unmasked Estep 
Score: -1440317.125000 Penalty: 2327.492432
	Iteration 0F: 2 clusters Score -1440317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1431409.750000 Penalty: 4654.984863
	Iteration 0F: 3 clusters Score -1431410 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1434270.625000 Penalty: 4654.984863
	Iteration 1F: 3 clusters Score -1434271 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1434734.750000 Penalty: 4654.984863
	Iteration 2F: 3 clusters Score -1434735 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1435018.500000 Penalty: 4654.984863
	Iteration 3F: 3 clusters Score -1435018 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1435179.750000 Penalty: 4654.984863
	Iteration 4Q: 3 clusters Score -1435180 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1435295.500000 Penalty: 4654.984863
	Iteration 5Q: 3 clusters Score -1435296 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1435402.250000 Penalty: 4654.984863
	Iteration 6Q: 3 clusters Score -1435402 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1435490.250000 Penalty: 4654.984863
	Iteration 7Q: 3 clusters Score -1435490 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1435578.875000 Penalty: 4654.984863
	Iteration 8Q: 3 clusters Score -1435579 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1435668.500000 Penalty: 4654.984863
	Iteration 9Q: 3 clusters Score -1435668 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1435754.375000 Penalty: 4654.984863
	Iteration 10Q: 3 clusters Score -1435754 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1435855.500000 Penalty: 4654.984863
	Iteration 11Q: 3 clusters Score -1435856 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1436001.250000 Penalty: 4654.984863
	Iteration 12Q: 3 clusters Score -1436001 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1436200.625000 Penalty: 4654.984863
	Iteration 13Q: 3 clusters Score -1436201 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1436456.875000 Penalty: 4654.984863
	Iteration 14Q: 3 clusters Score -1436457 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1436817.500000 Penalty: 4654.984863
	Iteration 15Q: 3 clusters Score -1436818 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1437265.500000 Penalty: 4654.984863
	Iteration 16Q: 3 clusters Score -1437266 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1437745.125000 Penalty: 4654.984863
	Iteration 17Q: 3 clusters Score -1437745 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1438206.625000 Penalty: 4654.984863
	Iteration 18Q: 3 clusters Score -1438207 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1438598.375000 Penalty: 4654.984863
	Iteration 19Q: 3 clusters Score -1438598 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1438879.250000 Penalty: 4654.984863
	Iteration 20F: 3 clusters Score -1438879 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1439109.125000 Penalty: 4654.984863
	Iteration 21Q: 3 clusters Score -1439109 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1439264.500000 Penalty: 4654.984863
	Iteration 22Q: 3 clusters Score -1439264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1439362.750000 Penalty: 4654.984863
	Iteration 23Q: 3 clusters Score -1439363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1439425.375000 Penalty: 4654.984863
	Iteration 24Q: 3 clusters Score -1439425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1439474.125000 Penalty: 4654.984863
	Iteration 25Q: 3 clusters Score -1439474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1439513.250000 Penalty: 4654.984863
	Iteration 26Q: 3 clusters Score -1439513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1439534.625000 Penalty: 4654.984863
	Iteration 27Q: 3 clusters Score -1439535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1439546.750000 Penalty: 4654.984863
	Iteration 28Q: 3 clusters Score -1439547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1439559.125000 Penalty: 4654.984863
	Iteration 29Q: 3 clusters Score -1439559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1439556.875000 Penalty: 4654.984863
	Iteration 30Q: 3 clusters Score -1439557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1439556.875000 Penalty: 4654.984863
	Iteration 31F: 3 clusters Score -1439557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Entering Unmasked Estep 
Score: -941540.125000 Penalty: 2218.248535
	Iteration 0F: 2 clusters Score -941540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -935315.187500 Penalty: 4436.497070
	Iteration 0F: 3 clusters Score -935315.2 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -936960.875000 Penalty: 4436.497070
	Iteration 1F: 3 clusters Score -936960.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -937293.687500 Penalty: 4436.497070
	Iteration 2F: 3 clusters Score -937293.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -937677.375000 Penalty: 4436.497070
	Iteration 3F: 3 clusters Score -937677.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -938149.000000 Penalty: 4436.497070
	Iteration 4F: 3 clusters Score -938149 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -938591.562500 Penalty: 4436.497070
	Iteration 5F: 3 clusters Score -938591.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -939020.500000 Penalty: 4436.497070
	Iteration 6F: 3 clusters Score -939020.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -939386.187500 Penalty: 4436.497070
	Iteration 7F: 3 clusters Score -939386.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -939659.500000 Penalty: 4436.497070
	Iteration 8Q: 3 clusters Score -939659.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -939873.000000 Penalty: 4436.497070
	Iteration 9Q: 3 clusters Score -939873 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -940030.062500 Penalty: 4436.497070
	Iteration 10Q: 3 clusters Score -940030.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -940162.062500 Penalty: 4436.497070
	Iteration 11Q: 3 clusters Score -940162.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -940243.437500 Penalty: 4436.497070
	Iteration 12Q: 3 clusters Score -940243.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -940314.687500 Penalty: 4436.497070
	Iteration 13Q: 3 clusters Score -940314.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -940371.625000 Penalty: 4436.497070
	Iteration 14Q: 3 clusters Score -940371.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -940426.125000 Penalty: 4436.497070
	Iteration 15Q: 3 clusters Score -940426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -940463.375000 Penalty: 4436.497070
	Iteration 16Q: 3 clusters Score -940463.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -940488.937500 Penalty: 4436.497070
	Iteration 17Q: 3 clusters Score -940488.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -940498.687500 Penalty: 4436.497070
	Iteration 18Q: 3 clusters Score -940498.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -940500.875000 Penalty: 4436.497070
	Iteration 19Q: 3 clusters Score -940500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -940502.187500 Penalty: 4436.497070
	Iteration 20F: 3 clusters Score -940502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -940504.375000 Penalty: 4436.497070
	Iteration 21Q: 3 clusters Score -940504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -940505.562500 Penalty: 4436.497070
	Iteration 22Q: 3 clusters Score -940505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -940509.250000 Penalty: 4436.497070
	Iteration 23Q: 3 clusters Score -940509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -940510.500000 Penalty: 4436.497070
	Iteration 24Q: 3 clusters Score -940510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -940511.125000 Penalty: 4436.497070
	Iteration 25Q: 3 clusters Score -940511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -940510.687500 Penalty: 4436.497070
	Iteration 26Q: 3 clusters Score -940510.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -940510.687500 Penalty: 4436.497070
	Iteration 27F: 3 clusters Score -940510.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -85092.453125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -85092.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83346.593750 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -83346.59 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83805.945312 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -83805.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84191.968750 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -84191.97 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84608.382812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -84608.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84895.132812 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -84895.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -85045.921875 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -85045.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85148.914062 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -85148.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85190.992188 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -85190.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85216.781250 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -85216.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85245.000000 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -85245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85352.820312 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -85352.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85423.140625 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -85423.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85474.031250 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -85474.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85586.960938 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -85586.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85790.648438 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -85790.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85884.164062 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -85884.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85891.750000 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -85891.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85891.750000 Penalty: 3322.340820
	Iteration 17F: 3 clusters Score -85891.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200006 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 132244 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 11 contains 91236 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72980 members 
Mstep: Class 15 contains 25531 members 
Mstep: Class 16 contains 22230 members 
Mstep: Class 17 contains 178484 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98286920.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98287832.000000 to -98286920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (132244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132244 members 
Entering Unmasked Estep 
Score: -16935826.000000 Penalty: 2924.516113
	Iteration 0F: 2 clusters Score -1.693583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -16847126.000000 Penalty: 5849.032227
	Iteration 0F: 3 clusters Score -1.684713e+07 nChanged 62992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -16883648.000000 Penalty: 5849.032227
	Iteration 1F: 3 clusters Score -1.688365e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -16884712.000000 Penalty: 5849.032227
	Iteration 2Q: 3 clusters Score -1.688471e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -16886088.000000 Penalty: 5849.032227
	Iteration 3Q: 3 clusters Score -1.688609e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -16888334.000000 Penalty: 5849.032227
	Iteration 4Q: 3 clusters Score -1.688833e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -16892360.000000 Penalty: 5849.032227
	Iteration 5F: 3 clusters Score -1.689236e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -16898652.000000 Penalty: 5849.032227
	Iteration 6F: 3 clusters Score -1.689865e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -16907384.000000 Penalty: 5849.032227
	Iteration 7F: 3 clusters Score -1.690738e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -16915940.000000 Penalty: 5849.032227
	Iteration 8F: 3 clusters Score -1.691594e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -16921966.000000 Penalty: 5849.032227
	Iteration 9F: 3 clusters Score -1.692197e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -16925258.000000 Penalty: 5849.032227
	Iteration 10Q: 3 clusters Score -1.692526e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -16926916.000000 Penalty: 5849.032227
	Iteration 11Q: 3 clusters Score -1.692692e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -16928070.000000 Penalty: 5849.032227
	Iteration 12Q: 3 clusters Score -1.692807e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -16929088.000000 Penalty: 5849.032227
	Iteration 13Q: 3 clusters Score -1.692909e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -16929856.000000 Penalty: 5849.032227
	Iteration 14Q: 3 clusters Score -1.692986e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122672 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -16930562.000000 Penalty: 5849.032227
	Iteration 15Q: 3 clusters Score -1.693056e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -16931090.000000 Penalty: 5849.032227
	Iteration 16Q: 3 clusters Score -1.693109e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -16931522.000000 Penalty: 5849.032227
	Iteration 17Q: 3 clusters Score -1.693152e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125459 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -16931852.000000 Penalty: 5849.032227
	Iteration 18Q: 3 clusters Score -1.693185e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -16932106.000000 Penalty: 5849.032227
	Iteration 19Q: 3 clusters Score -1.693211e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126702 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -16932312.000000 Penalty: 5849.032227
	Iteration 20F: 3 clusters Score -1.693231e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -16932474.000000 Penalty: 5849.032227
	Iteration 21Q: 3 clusters Score -1.693247e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127639 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -16932732.000000 Penalty: 5849.032227
	Iteration 22Q: 3 clusters Score -1.693273e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127988 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -16932840.000000 Penalty: 5849.032227
	Iteration 23Q: 3 clusters Score -1.693284e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -16932938.000000 Penalty: 5849.032227
	Iteration 24Q: 3 clusters Score -1.693294e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -16933006.000000 Penalty: 5849.032227
	Iteration 25Q: 3 clusters Score -1.693301e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -16933014.000000 Penalty: 5849.032227
	Iteration 26Q: 3 clusters Score -1.693301e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -16933022.000000 Penalty: 5849.032227
	Iteration 27Q: 3 clusters Score -1.693302e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -16933088.000000 Penalty: 5849.032227
	Iteration 28Q: 3 clusters Score -1.693309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -16933118.000000 Penalty: 5849.032227
	Iteration 29Q: 3 clusters Score -1.693312e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -16933166.000000 Penalty: 5849.032227
	Iteration 30Q: 3 clusters Score -1.693317e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -16933172.000000 Penalty: 5849.032227
	Iteration 31Q: 3 clusters Score -1.693317e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129510 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -16933186.000000 Penalty: 5849.032227
	Iteration 32Q: 3 clusters Score -1.693319e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -16933238.000000 Penalty: 5849.032227
	Iteration 33Q: 3 clusters Score -1.693324e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129643 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -16933266.000000 Penalty: 5849.032227
	Iteration 34Q: 3 clusters Score -1.693327e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -16933278.000000 Penalty: 5849.032227
	Iteration 35Q: 3 clusters Score -1.693328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129740 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -16933258.000000 Penalty: 5849.032227
	Iteration 36Q: 3 clusters Score -1.693326e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129793 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -16933280.000000 Penalty: 5849.032227
	Iteration 37Q: 3 clusters Score -1.693328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129836 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16933282.000000 Penalty: 5849.032227
	Iteration 38Q: 3 clusters Score -1.693328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129879 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -16933316.000000 Penalty: 5849.032227
	Iteration 39Q: 3 clusters Score -1.693332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -16933328.000000 Penalty: 5849.032227
	Iteration 40F: 3 clusters Score -1.693333e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -16933316.000000 Penalty: 5849.032227
	Iteration 41Q: 3 clusters Score -1.693332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129984 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -16933312.000000 Penalty: 5849.032227
	Iteration 42Q: 3 clusters Score -1.693331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130008 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -16933306.000000 Penalty: 5849.032227
	Iteration 43Q: 3 clusters Score -1.693331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -16933314.000000 Penalty: 5849.032227
	Iteration 44Q: 3 clusters Score -1.693331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130082 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16933344.000000 Penalty: 5849.032227
	Iteration 45Q: 3 clusters Score -1.693334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130109 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -16933360.000000 Penalty: 5849.032227
	Iteration 46Q: 3 clusters Score -1.693336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -16933388.000000 Penalty: 5849.032227
	Iteration 47Q: 3 clusters Score -1.693339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130166 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -16933368.000000 Penalty: 5849.032227
	Iteration 48Q: 3 clusters Score -1.693337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130190 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -16933380.000000 Penalty: 5849.032227
	Iteration 49Q: 3 clusters Score -1.693338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16933374.000000 Penalty: 5849.032227
	Iteration 50Q: 3 clusters Score -1.693337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130221 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -16933364.000000 Penalty: 5849.032227
	Iteration 51Q: 3 clusters Score -1.693336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -16933378.000000 Penalty: 5849.032227
	Iteration 52Q: 3 clusters Score -1.693338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -16933358.000000 Penalty: 5849.032227
	Iteration 53Q: 3 clusters Score -1.693336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130254 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16933378.000000 Penalty: 5849.032227
	Iteration 54Q: 3 clusters Score -1.693338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130265 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -16933378.000000 Penalty: 5849.032227
	Iteration 55Q: 3 clusters Score -1.693338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -16933364.000000 Penalty: 5849.032227
	Iteration 56Q: 3 clusters Score -1.693336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130284 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -16933372.000000 Penalty: 5849.032227
	Iteration 57Q: 3 clusters Score -1.693337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -16933374.000000 Penalty: 5849.032227
	Iteration 58Q: 3 clusters Score -1.693337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -16933368.000000 Penalty: 5849.032227
	Iteration 59Q: 3 clusters Score -1.693337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130319 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -16933354.000000 Penalty: 5849.032227
	Iteration 60F: 3 clusters Score -1.693335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130327 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -16933344.000000 Penalty: 5849.032227
	Iteration 61Q: 3 clusters Score -1.693334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130340 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -16933362.000000 Penalty: 5849.032227
	Iteration 62Q: 3 clusters Score -1.693336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16933370.000000 Penalty: 5849.032227
	Iteration 63Q: 3 clusters Score -1.693337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130357 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16933376.000000 Penalty: 5849.032227
	Iteration 64Q: 3 clusters Score -1.693338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16933376.000000 Penalty: 5849.032227
	Iteration 65Q: 3 clusters Score -1.693338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130382 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16933376.000000 Penalty: 5849.032227
	Iteration 66Q: 3 clusters Score -1.693338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -16933380.000000 Penalty: 5849.032227
	Iteration 67Q: 3 clusters Score -1.693338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130395 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16933392.000000 Penalty: 5849.032227
	Iteration 68Q: 3 clusters Score -1.693339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130402 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -16933392.000000 Penalty: 5849.032227
	Iteration 69Q: 3 clusters Score -1.693339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -16933392.000000 Penalty: 5849.032227
	Iteration 70Q: 3 clusters Score -1.693339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16933396.000000 Penalty: 5849.032227
	Iteration 71Q: 3 clusters Score -1.69334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -16933396.000000 Penalty: 5849.032227
	Iteration 72F: 3 clusters Score -1.69334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -95414.796875 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -95414.8 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 443 members 
Entering Unmasked Estep 
Score: -93612.156250 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -93612.16 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94122.250000 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -94122.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94434.023438 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -94434.02 nChanged 74
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: -94735.296875 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -94735.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94879.406250 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -94879.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94980.015625 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -94980.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -95020.500000 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -95020.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95044.984375 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -95044.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95062.375000 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -95062.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95075.476562 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -95075.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95081.492188 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -95081.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -95086.382812 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -95086.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95095.046875 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -95095.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95138.828125 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -95138.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95346.265625 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -95346.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -95416.156250 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -95416.16 nChanged 9
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: -95446.703125 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -95446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -95454.953125 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -95454.95 nChanged 5
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: -95463.687500 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -95463.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95476.882812 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -95476.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95483.851562 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -95483.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95492.875000 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -95492.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95501.601562 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -95501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95531.687500 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -95531.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95614.023438 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -95614.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95745.664062 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -95745.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95822.976562 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -95822.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95844.734375 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -95844.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95883.656250 Penalty: 3372.331787
	Iteration 28Q: 3 clusters Score -95883.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96036.312500 Penalty: 3372.331787
	Iteration 29Q: 3 clusters Score -96036.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96202.476562 Penalty: 3372.331787
	Iteration 30Q: 3 clusters Score -96202.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96226.148438 Penalty: 3372.331787
	Iteration 31Q: 3 clusters Score -96226.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96244.960938 Penalty: 3372.331787
	Iteration 32Q: 3 clusters Score -96244.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96250.718750 Penalty: 3372.331787
	Iteration 33Q: 3 clusters Score -96250.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96250.718750 Penalty: 3372.331787
	Iteration 34F: 3 clusters Score -96250.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200006 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132244 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 11 contains 91236 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72980 members 
Mstep: Class 15 contains 25531 members 
Mstep: Class 16 contains 22230 members 
Mstep: Class 17 contains 178484 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98286968.000000 Penalty: 57209.031250
Splitting cluster 8 changes total score from -98287832.000000 to -98286968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (91236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Entering Unmasked Estep 
Score: -11733847.000000 Penalty: 2832.458740
	Iteration 0F: 2 clusters Score -1.173385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -11672719.000000 Penalty: 5664.917480
	Iteration 0F: 3 clusters Score -1.167272e+07 nChanged 43149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -11696936.000000 Penalty: 5664.917480
	Iteration 1F: 3 clusters Score -1.169694e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -11697787.000000 Penalty: 5664.917480
	Iteration 2Q: 3 clusters Score -1.169779e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -11698525.000000 Penalty: 5664.917480
	Iteration 3Q: 3 clusters Score -1.169852e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -11699558.000000 Penalty: 5664.917480
	Iteration 4Q: 3 clusters Score -1.169956e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -11701008.000000 Penalty: 5664.917480
	Iteration 5Q: 3 clusters Score -1.170101e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -11703343.000000 Penalty: 5664.917480
	Iteration 6F: 3 clusters Score -1.170334e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -11707181.000000 Penalty: 5664.917480
	Iteration 7F: 3 clusters Score -1.170718e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -11712397.000000 Penalty: 5664.917480
	Iteration 8F: 3 clusters Score -1.17124e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -11718144.000000 Penalty: 5664.917480
	Iteration 9F: 3 clusters Score -1.171814e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -11722992.000000 Penalty: 5664.917480
	Iteration 10F: 3 clusters Score -1.172299e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -11726276.000000 Penalty: 5664.917480
	Iteration 11Q: 3 clusters Score -1.172628e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -11728069.000000 Penalty: 5664.917480
	Iteration 12Q: 3 clusters Score -1.172807e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -11729304.000000 Penalty: 5664.917480
	Iteration 13Q: 3 clusters Score -1.17293e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -11730104.000000 Penalty: 5664.917480
	Iteration 14Q: 3 clusters Score -1.17301e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -11730655.000000 Penalty: 5664.917480
	Iteration 15Q: 3 clusters Score -1.173066e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -11730976.000000 Penalty: 5664.917480
	Iteration 16Q: 3 clusters Score -1.173098e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -11731190.000000 Penalty: 5664.917480
	Iteration 17Q: 3 clusters Score -1.173119e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -11731342.000000 Penalty: 5664.917480
	Iteration 18Q: 3 clusters Score -1.173134e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -11731399.000000 Penalty: 5664.917480
	Iteration 19Q: 3 clusters Score -1.17314e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -11731481.000000 Penalty: 5664.917480
	Iteration 20F: 3 clusters Score -1.173148e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -11731516.000000 Penalty: 5664.917480
	Iteration 21Q: 3 clusters Score -1.173152e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -11731557.000000 Penalty: 5664.917480
	Iteration 22Q: 3 clusters Score -1.173156e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -11731606.000000 Penalty: 5664.917480
	Iteration 23Q: 3 clusters Score -1.173161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -11731634.000000 Penalty: 5664.917480
	Iteration 24Q: 3 clusters Score -1.173163e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -11731674.000000 Penalty: 5664.917480
	Iteration 25Q: 3 clusters Score -1.173167e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -11731703.000000 Penalty: 5664.917480
	Iteration 26Q: 3 clusters Score -1.17317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -11731708.000000 Penalty: 5664.917480
	Iteration 27Q: 3 clusters Score -1.173171e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -11731716.000000 Penalty: 5664.917480
	Iteration 28Q: 3 clusters Score -1.173172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -11731728.000000 Penalty: 5664.917480
	Iteration 29Q: 3 clusters Score -1.173173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -11731746.000000 Penalty: 5664.917480
	Iteration 30Q: 3 clusters Score -1.173175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -11731757.000000 Penalty: 5664.917480
	Iteration 31Q: 3 clusters Score -1.173176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -11731758.000000 Penalty: 5664.917480
	Iteration 32Q: 3 clusters Score -1.173176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11731760.000000 Penalty: 5664.917480
	Iteration 33Q: 3 clusters Score -1.173176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -11731758.000000 Penalty: 5664.917480
	Iteration 34Q: 3 clusters Score -1.173176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -11731759.000000 Penalty: 5664.917480
	Iteration 35Q: 3 clusters Score -1.173176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -11731768.000000 Penalty: 5664.917480
	Iteration 36Q: 3 clusters Score -1.173177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -11731770.000000 Penalty: 5664.917480
	Iteration 37Q: 3 clusters Score -1.173177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -11731770.000000 Penalty: 5664.917480
	Iteration 38F: 3 clusters Score -1.173177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1533825.250000 Penalty: 2324.749268
	Iteration 0F: 2 clusters Score -1533825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1524988.500000 Penalty: 4649.498535
	Iteration 0F: 3 clusters Score -1524988 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1527601.125000 Penalty: 4649.498535
	Iteration 1F: 3 clusters Score -1527601 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1527894.750000 Penalty: 4649.498535
	Iteration 2F: 3 clusters Score -1527895 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1528102.375000 Penalty: 4649.498535
	Iteration 3Q: 3 clusters Score -1528102 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1528260.875000 Penalty: 4649.498535
	Iteration 4Q: 3 clusters Score -1528261 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1528367.750000 Penalty: 4649.498535
	Iteration 5Q: 3 clusters Score -1528368 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1528477.375000 Penalty: 4649.498535
	Iteration 6Q: 3 clusters Score -1528477 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1528586.250000 Penalty: 4649.498535
	Iteration 7Q: 3 clusters Score -1528586 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1528721.750000 Penalty: 4649.498535
	Iteration 8Q: 3 clusters Score -1528722 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1528897.125000 Penalty: 4649.498535
	Iteration 9Q: 3 clusters Score -1528897 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1529098.125000 Penalty: 4649.498535
	Iteration 10Q: 3 clusters Score -1529098 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1529377.000000 Penalty: 4649.498535
	Iteration 11Q: 3 clusters Score -1529377 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1529704.500000 Penalty: 4649.498535
	Iteration 12Q: 3 clusters Score -1529704 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1530066.875000 Penalty: 4649.498535
	Iteration 13Q: 3 clusters Score -1530067 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1530470.125000 Penalty: 4649.498535
	Iteration 14Q: 3 clusters Score -1530470 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1530848.250000 Penalty: 4649.498535
	Iteration 15Q: 3 clusters Score -1530848 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1531183.375000 Penalty: 4649.498535
	Iteration 16Q: 3 clusters Score -1531183 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1531430.375000 Penalty: 4649.498535
	Iteration 17Q: 3 clusters Score -1531430 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1531607.250000 Penalty: 4649.498535
	Iteration 18Q: 3 clusters Score -1531607 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1531718.500000 Penalty: 4649.498535
	Iteration 19Q: 3 clusters Score -1531718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1531783.375000 Penalty: 4649.498535
	Iteration 20F: 3 clusters Score -1531783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1531832.375000 Penalty: 4649.498535
	Iteration 21Q: 3 clusters Score -1531832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1531856.625000 Penalty: 4649.498535
	Iteration 22Q: 3 clusters Score -1531857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1531872.875000 Penalty: 4649.498535
	Iteration 23Q: 3 clusters Score -1531873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1531886.375000 Penalty: 4649.498535
	Iteration 24Q: 3 clusters Score -1531886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1531895.000000 Penalty: 4649.498535
	Iteration 25Q: 3 clusters Score -1531895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1531905.250000 Penalty: 4649.498535
	Iteration 26Q: 3 clusters Score -1531905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1531904.750000 Penalty: 4649.498535
	Iteration 27Q: 3 clusters Score -1531905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1531905.625000 Penalty: 4649.498535
	Iteration 28Q: 3 clusters Score -1531906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1531907.750000 Penalty: 4649.498535
	Iteration 29Q: 3 clusters Score -1531908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1531911.875000 Penalty: 4649.498535
	Iteration 30Q: 3 clusters Score -1531912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1531914.750000 Penalty: 4649.498535
	Iteration 31Q: 3 clusters Score -1531915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1531917.500000 Penalty: 4649.498535
	Iteration 32Q: 3 clusters Score -1531918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1531919.375000 Penalty: 4649.498535
	Iteration 33Q: 3 clusters Score -1531919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1531918.125000 Penalty: 4649.498535
	Iteration 34Q: 3 clusters Score -1531918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1531918.500000 Penalty: 4649.498535
	Iteration 35Q: 3 clusters Score -1531918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1531917.375000 Penalty: 4649.498535
	Iteration 36Q: 3 clusters Score -1531917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1531920.000000 Penalty: 4649.498535
	Iteration 37Q: 3 clusters Score -1531920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1531923.750000 Penalty: 4649.498535
	Iteration 38Q: 3 clusters Score -1531924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1531925.500000 Penalty: 4649.498535
	Iteration 39Q: 3 clusters Score -1531926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1531928.750000 Penalty: 4649.498535
	Iteration 40F: 3 clusters Score -1531929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1531928.375000 Penalty: 4649.498535
	Iteration 41Q: 3 clusters Score -1531928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1531931.375000 Penalty: 4649.498535
	Iteration 42Q: 3 clusters Score -1531931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1531933.750000 Penalty: 4649.498535
	Iteration 43Q: 3 clusters Score -1531934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1531934.625000 Penalty: 4649.498535
	Iteration 44Q: 3 clusters Score -1531935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1531934.500000 Penalty: 4649.498535
	Iteration 45Q: 3 clusters Score -1531934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1531934.500000 Penalty: 4649.498535
	Iteration 46F: 3 clusters Score -1531934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Entering Unmasked Estep 
Score: -9131815.000000 Penalty: 2777.089355
	Iteration 0F: 2 clusters Score -9131815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -9083020.000000 Penalty: 5554.178711
	Iteration 0F: 3 clusters Score -9083020 nChanged 34022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -9101867.000000 Penalty: 5554.178711
	Iteration 1F: 3 clusters Score -9101867 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -9102404.000000 Penalty: 5554.178711
	Iteration 2Q: 3 clusters Score -9102404 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9102865.000000 Penalty: 5554.178711
	Iteration 3Q: 3 clusters Score -9102865 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -9103426.000000 Penalty: 5554.178711
	Iteration 4Q: 3 clusters Score -9103426 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -9103913.000000 Penalty: 5554.178711
	Iteration 5Q: 3 clusters Score -9103913 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -9104497.000000 Penalty: 5554.178711
	Iteration 6Q: 3 clusters Score -9104497 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -9105074.000000 Penalty: 5554.178711
	Iteration 7Q: 3 clusters Score -9105074 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -9105739.000000 Penalty: 5554.178711
	Iteration 8Q: 3 clusters Score -9105739 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -9106553.000000 Penalty: 5554.178711
	Iteration 9Q: 3 clusters Score -9106553 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -9107514.000000 Penalty: 5554.178711
	Iteration 10Q: 3 clusters Score -9107514 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -9108595.000000 Penalty: 5554.178711
	Iteration 11Q: 3 clusters Score -9108595 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -9110092.000000 Penalty: 5554.178711
	Iteration 12Q: 3 clusters Score -9110092 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -9111907.000000 Penalty: 5554.178711
	Iteration 13Q: 3 clusters Score -9111907 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -9114144.000000 Penalty: 5554.178711
	Iteration 14Q: 3 clusters Score -9114144 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -9116116.000000 Penalty: 5554.178711
	Iteration 15Q: 3 clusters Score -9116116 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -9117064.000000 Penalty: 5554.178711
	Iteration 16Q: 3 clusters Score -9117064 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -9117542.000000 Penalty: 5554.178711
	Iteration 17Q: 3 clusters Score -9117542 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -9117709.000000 Penalty: 5554.178711
	Iteration 18Q: 3 clusters Score -9117709 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9117877.000000 Penalty: 5554.178711
	Iteration 19Q: 3 clusters Score -9117877 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -9118096.000000 Penalty: 5554.178711
	Iteration 20F: 3 clusters Score -9118096 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -9118276.000000 Penalty: 5554.178711
	Iteration 21Q: 3 clusters Score -9118276 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -9118436.000000 Penalty: 5554.178711
	Iteration 22Q: 3 clusters Score -9118436 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -9118585.000000 Penalty: 5554.178711
	Iteration 23Q: 3 clusters Score -9118585 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -9118660.000000 Penalty: 5554.178711
	Iteration 24Q: 3 clusters Score -9118660 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -9118753.000000 Penalty: 5554.178711
	Iteration 25Q: 3 clusters Score -9118753 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -9118909.000000 Penalty: 5554.178711
	Iteration 26Q: 3 clusters Score -9118909 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -9118993.000000 Penalty: 5554.178711
	Iteration 27Q: 3 clusters Score -9118993 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -9119120.000000 Penalty: 5554.178711
	Iteration 28Q: 3 clusters Score -9119120 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -9119191.000000 Penalty: 5554.178711
	Iteration 29Q: 3 clusters Score -9119191 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -9119290.000000 Penalty: 5554.178711
	Iteration 30Q: 3 clusters Score -9119290 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -9119359.000000 Penalty: 5554.178711
	Iteration 31Q: 3 clusters Score -9119359 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9119471.000000 Penalty: 5554.178711
	Iteration 32Q: 3 clusters Score -9119471 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -9119547.000000 Penalty: 5554.178711
	Iteration 33Q: 3 clusters Score -9119547 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -9119643.000000 Penalty: 5554.178711
	Iteration 34Q: 3 clusters Score -9119643 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -9119698.000000 Penalty: 5554.178711
	Iteration 35Q: 3 clusters Score -9119698 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -9119791.000000 Penalty: 5554.178711
	Iteration 36Q: 3 clusters Score -9119791 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -9119932.000000 Penalty: 5554.178711
	Iteration 37Q: 3 clusters Score -9119932 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9120079.000000 Penalty: 5554.178711
	Iteration 38Q: 3 clusters Score -9120079 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -9120217.000000 Penalty: 5554.178711
	Iteration 39Q: 3 clusters Score -9120217 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -9120353.000000 Penalty: 5554.178711
	Iteration 40F: 3 clusters Score -9120353 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -9120517.000000 Penalty: 5554.178711
	Iteration 41Q: 3 clusters Score -9120517 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -9120713.000000 Penalty: 5554.178711
	Iteration 42Q: 3 clusters Score -9120713 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -9120959.000000 Penalty: 5554.178711
	Iteration 43Q: 3 clusters Score -9120959 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -9121145.000000 Penalty: 5554.178711
	Iteration 44Q: 3 clusters Score -9121145 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -9121407.000000 Penalty: 5554.178711
	Iteration 45Q: 3 clusters Score -9121407 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -9121614.000000 Penalty: 5554.178711
	Iteration 46Q: 3 clusters Score -9121614 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -9121903.000000 Penalty: 5554.178711
	Iteration 47Q: 3 clusters Score -9121903 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -9122139.000000 Penalty: 5554.178711
	Iteration 48Q: 3 clusters Score -9122139 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -9122422.000000 Penalty: 5554.178711
	Iteration 49Q: 3 clusters Score -9122422 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -9122759.000000 Penalty: 5554.178711
	Iteration 50Q: 3 clusters Score -9122759 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -9123089.000000 Penalty: 5554.178711
	Iteration 51Q: 3 clusters Score -9123089 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -9123462.000000 Penalty: 5554.178711
	Iteration 52Q: 3 clusters Score -9123462 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -9123847.000000 Penalty: 5554.178711
	Iteration 53Q: 3 clusters Score -9123847 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -9124270.000000 Penalty: 5554.178711
	Iteration 54Q: 3 clusters Score -9124270 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -9124660.000000 Penalty: 5554.178711
	Iteration 55Q: 3 clusters Score -9124660 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -9125023.000000 Penalty: 5554.178711
	Iteration 56Q: 3 clusters Score -9125023 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -9125536.000000 Penalty: 5554.178711
	Iteration 57Q: 3 clusters Score -9125536 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -9126096.000000 Penalty: 5554.178711
	Iteration 58Q: 3 clusters Score -9126096 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -9126578.000000 Penalty: 5554.178711
	Iteration 59Q: 3 clusters Score -9126578 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -9127053.000000 Penalty: 5554.178711
	Iteration 60F: 3 clusters Score -9127053 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -9127457.000000 Penalty: 5554.178711
	Iteration 61Q: 3 clusters Score -9127457 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -9127808.000000 Penalty: 5554.178711
	Iteration 62Q: 3 clusters Score -9127808 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9128151.000000 Penalty: 5554.178711
	Iteration 63Q: 3 clusters Score -9128151 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68623 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9128378.000000 Penalty: 5554.178711
	Iteration 64Q: 3 clusters Score -9128378 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -9128639.000000 Penalty: 5554.178711
	Iteration 65Q: 3 clusters Score -9128639 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69534 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9128850.000000 Penalty: 5554.178711
	Iteration 66Q: 3 clusters Score -9128850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9128992.000000 Penalty: 5554.178711
	Iteration 67Q: 3 clusters Score -9128992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9129136.000000 Penalty: 5554.178711
	Iteration 68Q: 3 clusters Score -9129136 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9129243.000000 Penalty: 5554.178711
	Iteration 69Q: 3 clusters Score -9129243 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9129284.000000 Penalty: 5554.178711
	Iteration 70Q: 3 clusters Score -9129284 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9129333.000000 Penalty: 5554.178711
	Iteration 71Q: 3 clusters Score -9129333 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9129375.000000 Penalty: 5554.178711
	Iteration 72Q: 3 clusters Score -9129375 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9129414.000000 Penalty: 5554.178711
	Iteration 73Q: 3 clusters Score -9129414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9129428.000000 Penalty: 5554.178711
	Iteration 74Q: 3 clusters Score -9129428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9129452.000000 Penalty: 5554.178711
	Iteration 75Q: 3 clusters Score -9129452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9129495.000000 Penalty: 5554.178711
	Iteration 76Q: 3 clusters Score -9129495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9129501.000000 Penalty: 5554.178711
	Iteration 77Q: 3 clusters Score -9129501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9129527.000000 Penalty: 5554.178711
	Iteration 78Q: 3 clusters Score -9129527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9129544.000000 Penalty: 5554.178711
	Iteration 79Q: 3 clusters Score -9129544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9129552.000000 Penalty: 5554.178711
	Iteration 80F: 3 clusters Score -9129552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9129583.000000 Penalty: 5554.178711
	Iteration 81Q: 3 clusters Score -9129583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9129577.000000 Penalty: 5554.178711
	Iteration 82Q: 3 clusters Score -9129577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9129589.000000 Penalty: 5554.178711
	Iteration 83Q: 3 clusters Score -9129589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9129581.000000 Penalty: 5554.178711
	Iteration 84Q: 3 clusters Score -9129581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9129587.000000 Penalty: 5554.178711
	Iteration 85Q: 3 clusters Score -9129587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9129599.000000 Penalty: 5554.178711
	Iteration 86Q: 3 clusters Score -9129599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9129591.000000 Penalty: 5554.178711
	Iteration 87Q: 3 clusters Score -9129591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9129598.000000 Penalty: 5554.178711
	Iteration 88Q: 3 clusters Score -9129598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9129609.000000 Penalty: 5554.178711
	Iteration 89Q: 3 clusters Score -9129609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9129618.000000 Penalty: 5554.178711
	Iteration 90Q: 3 clusters Score -9129618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9129614.000000 Penalty: 5554.178711
	Iteration 91Q: 3 clusters Score -9129614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9129614.000000 Penalty: 5554.178711
	Iteration 92Q: 3 clusters Score -9129614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9129613.000000 Penalty: 5554.178711
	Iteration 93Q: 3 clusters Score -9129613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71523 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9129616.000000 Penalty: 5554.178711
	Iteration 94Q: 3 clusters Score -9129616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9129616.000000 Penalty: 5554.178711
	Iteration 95Q: 3 clusters Score -9129616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9129615.000000 Penalty: 5554.178711
	Iteration 96Q: 3 clusters Score -9129615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9129607.000000 Penalty: 5554.178711
	Iteration 97Q: 3 clusters Score -9129607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9129612.000000 Penalty: 5554.178711
	Iteration 98Q: 3 clusters Score -9129612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9129614.000000 Penalty: 5554.178711
	Iteration 99Q: 3 clusters Score -9129614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9129614.000000 Penalty: 5554.178711
	Iteration 100F: 3 clusters Score -9129614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71541 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9129623.000000 Penalty: 5554.178711
	Iteration 101Q: 3 clusters Score -9129623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9129622.000000 Penalty: 5554.178711
	Iteration 102Q: 3 clusters Score -9129622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9129620.000000 Penalty: 5554.178711
	Iteration 103Q: 3 clusters Score -9129620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9129626.000000 Penalty: 5554.178711
	Iteration 104Q: 3 clusters Score -9129626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9129623.000000 Penalty: 5554.178711
	Iteration 105Q: 3 clusters Score -9129623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9129624.000000 Penalty: 5554.178711
	Iteration 106Q: 3 clusters Score -9129624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9129630.000000 Penalty: 5554.178711
	Iteration 107Q: 3 clusters Score -9129630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9129631.000000 Penalty: 5554.178711
	Iteration 108Q: 3 clusters Score -9129631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9129631.000000 Penalty: 5554.178711
	Iteration 109F: 3 clusters Score -9129631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Entering Unmasked Estep 
Score: -3318106.750000 Penalty: 2516.616943
	Iteration 0F: 2 clusters Score -3318107 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 12836 members 
Entering Unmasked Estep 
Score: -3300441.250000 Penalty: 5033.233887
	Iteration 0F: 3 clusters Score -3300441 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3306365.500000 Penalty: 5033.233887
	Iteration 1F: 3 clusters Score -3306366 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3306821.750000 Penalty: 5033.233887
	Iteration 2Q: 3 clusters Score -3306822 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3307258.500000 Penalty: 5033.233887
	Iteration 3Q: 3 clusters Score -3307258 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3307729.750000 Penalty: 5033.233887
	Iteration 4Q: 3 clusters Score -3307730 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3308247.500000 Penalty: 5033.233887
	Iteration 5Q: 3 clusters Score -3308248 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3308800.000000 Penalty: 5033.233887
	Iteration 6Q: 3 clusters Score -3308800 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3309511.250000 Penalty: 5033.233887
	Iteration 7F: 3 clusters Score -3309511 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3310474.000000 Penalty: 5033.233887
	Iteration 8F: 3 clusters Score -3310474 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3311575.250000 Penalty: 5033.233887
	Iteration 9F: 3 clusters Score -3311575 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3312840.500000 Penalty: 5033.233887
	Iteration 10F: 3 clusters Score -3312840 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3313930.500000 Penalty: 5033.233887
	Iteration 11Q: 3 clusters Score -3313930 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3314592.000000 Penalty: 5033.233887
	Iteration 12Q: 3 clusters Score -3314592 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3314947.000000 Penalty: 5033.233887
	Iteration 13Q: 3 clusters Score -3314947 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3315137.250000 Penalty: 5033.233887
	Iteration 14Q: 3 clusters Score -3315137 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3315236.750000 Penalty: 5033.233887
	Iteration 15Q: 3 clusters Score -3315237 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3315325.000000 Penalty: 5033.233887
	Iteration 16Q: 3 clusters Score -3315325 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3315416.750000 Penalty: 5033.233887
	Iteration 17Q: 3 clusters Score -3315417 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3315467.750000 Penalty: 5033.233887
	Iteration 18Q: 3 clusters Score -3315468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3315520.000000 Penalty: 5033.233887
	Iteration 19Q: 3 clusters Score -3315520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3315552.750000 Penalty: 5033.233887
	Iteration 20F: 3 clusters Score -3315553 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3315602.750000 Penalty: 5033.233887
	Iteration 21Q: 3 clusters Score -3315603 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3315651.000000 Penalty: 5033.233887
	Iteration 22Q: 3 clusters Score -3315651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3315687.250000 Penalty: 5033.233887
	Iteration 23Q: 3 clusters Score -3315687 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3315737.750000 Penalty: 5033.233887
	Iteration 24Q: 3 clusters Score -3315738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3315774.500000 Penalty: 5033.233887
	Iteration 25Q: 3 clusters Score -3315774 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3315804.250000 Penalty: 5033.233887
	Iteration 26Q: 3 clusters Score -3315804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3315841.250000 Penalty: 5033.233887
	Iteration 27Q: 3 clusters Score -3315841 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3315873.750000 Penalty: 5033.233887
	Iteration 28Q: 3 clusters Score -3315874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3315898.250000 Penalty: 5033.233887
	Iteration 29Q: 3 clusters Score -3315898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3315931.000000 Penalty: 5033.233887
	Iteration 30Q: 3 clusters Score -3315931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3315960.000000 Penalty: 5033.233887
	Iteration 31Q: 3 clusters Score -3315960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3315976.750000 Penalty: 5033.233887
	Iteration 32Q: 3 clusters Score -3315977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3315991.750000 Penalty: 5033.233887
	Iteration 33Q: 3 clusters Score -3315992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3316015.250000 Penalty: 5033.233887
	Iteration 34Q: 3 clusters Score -3316015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3316018.250000 Penalty: 5033.233887
	Iteration 35Q: 3 clusters Score -3316018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3316017.250000 Penalty: 5033.233887
	Iteration 36Q: 3 clusters Score -3316017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3316027.750000 Penalty: 5033.233887
	Iteration 37Q: 3 clusters Score -3316028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3316040.500000 Penalty: 5033.233887
	Iteration 38Q: 3 clusters Score -3316040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3316043.750000 Penalty: 5033.233887
	Iteration 39Q: 3 clusters Score -3316044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3316043.250000 Penalty: 5033.233887
	Iteration 40F: 3 clusters Score -3316043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3316045.750000 Penalty: 5033.233887
	Iteration 41Q: 3 clusters Score -3316046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3316059.000000 Penalty: 5033.233887
	Iteration 42Q: 3 clusters Score -3316059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3316062.000000 Penalty: 5033.233887
	Iteration 43Q: 3 clusters Score -3316062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3316075.000000 Penalty: 5033.233887
	Iteration 44Q: 3 clusters Score -3316075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3316074.250000 Penalty: 5033.233887
	Iteration 45Q: 3 clusters Score -3316074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3316078.750000 Penalty: 5033.233887
	Iteration 46Q: 3 clusters Score -3316079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3316085.000000 Penalty: 5033.233887
	Iteration 47Q: 3 clusters Score -3316085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3316093.000000 Penalty: 5033.233887
	Iteration 48Q: 3 clusters Score -3316093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3316093.250000 Penalty: 5033.233887
	Iteration 49Q: 3 clusters Score -3316093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3316093.500000 Penalty: 5033.233887
	Iteration 50Q: 3 clusters Score -3316094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3316097.000000 Penalty: 5033.233887
	Iteration 51Q: 3 clusters Score -3316097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3316095.500000 Penalty: 5033.233887
	Iteration 52Q: 3 clusters Score -3316096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3316099.750000 Penalty: 5033.233887
	Iteration 53Q: 3 clusters Score -3316100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3316102.750000 Penalty: 5033.233887
	Iteration 54Q: 3 clusters Score -3316103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3316099.500000 Penalty: 5033.233887
	Iteration 55Q: 3 clusters Score -3316100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3316101.750000 Penalty: 5033.233887
	Iteration 56Q: 3 clusters Score -3316102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3316108.250000 Penalty: 5033.233887
	Iteration 57Q: 3 clusters Score -3316108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -3316106.250000 Penalty: 5033.233887
	Iteration 58Q: 3 clusters Score -3316106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3316106.500000 Penalty: 5033.233887
	Iteration 59Q: 3 clusters Score -3316106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3316106.500000 Penalty: 5033.233887
	Iteration 60F: 3 clusters Score -3316106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Entering Unmasked Estep 
Score: -2885718.750000 Penalty: 2482.281250
	Iteration 0F: 2 clusters Score -2885719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2870197.500000 Penalty: 4964.562500
	Iteration 0F: 3 clusters Score -2870198 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2875794.250000 Penalty: 4964.562500
	Iteration 1F: 3 clusters Score -2875794 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2876500.750000 Penalty: 4964.562500
	Iteration 2F: 3 clusters Score -2876501 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2877228.000000 Penalty: 4964.562500
	Iteration 3F: 3 clusters Score -2877228 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2878120.500000 Penalty: 4964.562500
	Iteration 4F: 3 clusters Score -2878120 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2879190.000000 Penalty: 4964.562500
	Iteration 5F: 3 clusters Score -2879190 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2880275.750000 Penalty: 4964.562500
	Iteration 6F: 3 clusters Score -2880276 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2881210.000000 Penalty: 4964.562500
	Iteration 7F: 3 clusters Score -2881210 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2881867.750000 Penalty: 4964.562500
	Iteration 8Q: 3 clusters Score -2881868 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2882267.250000 Penalty: 4964.562500
	Iteration 9Q: 3 clusters Score -2882267 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2882529.250000 Penalty: 4964.562500
	Iteration 10Q: 3 clusters Score -2882529 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2882680.750000 Penalty: 4964.562500
	Iteration 11Q: 3 clusters Score -2882681 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2882812.500000 Penalty: 4964.562500
	Iteration 12Q: 3 clusters Score -2882812 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2882946.500000 Penalty: 4964.562500
	Iteration 13Q: 3 clusters Score -2882946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2883071.500000 Penalty: 4964.562500
	Iteration 14Q: 3 clusters Score -2883072 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2883159.500000 Penalty: 4964.562500
	Iteration 15Q: 3 clusters Score -2883160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2883236.000000 Penalty: 4964.562500
	Iteration 16Q: 3 clusters Score -2883236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2883288.250000 Penalty: 4964.562500
	Iteration 17Q: 3 clusters Score -2883288 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2883352.750000 Penalty: 4964.562500
	Iteration 18Q: 3 clusters Score -2883353 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2883404.000000 Penalty: 4964.562500
	Iteration 19Q: 3 clusters Score -2883404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2883458.250000 Penalty: 4964.562500
	Iteration 20F: 3 clusters Score -2883458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2883493.250000 Penalty: 4964.562500
	Iteration 21Q: 3 clusters Score -2883493 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2883534.250000 Penalty: 4964.562500
	Iteration 22Q: 3 clusters Score -2883534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2883590.250000 Penalty: 4964.562500
	Iteration 23Q: 3 clusters Score -2883590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2883632.500000 Penalty: 4964.562500
	Iteration 24Q: 3 clusters Score -2883632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2883688.750000 Penalty: 4964.562500
	Iteration 25Q: 3 clusters Score -2883689 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2883727.000000 Penalty: 4964.562500
	Iteration 26Q: 3 clusters Score -2883727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2883764.500000 Penalty: 4964.562500
	Iteration 27Q: 3 clusters Score -2883764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2883786.000000 Penalty: 4964.562500
	Iteration 28Q: 3 clusters Score -2883786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2883809.500000 Penalty: 4964.562500
	Iteration 29Q: 3 clusters Score -2883810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2883825.250000 Penalty: 4964.562500
	Iteration 30Q: 3 clusters Score -2883825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2883834.750000 Penalty: 4964.562500
	Iteration 31Q: 3 clusters Score -2883835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2883849.750000 Penalty: 4964.562500
	Iteration 32Q: 3 clusters Score -2883850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2883866.500000 Penalty: 4964.562500
	Iteration 33Q: 3 clusters Score -2883866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2883891.250000 Penalty: 4964.562500
	Iteration 34Q: 3 clusters Score -2883891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2883914.750000 Penalty: 4964.562500
	Iteration 35Q: 3 clusters Score -2883915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2883922.000000 Penalty: 4964.562500
	Iteration 36Q: 3 clusters Score -2883922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2883928.500000 Penalty: 4964.562500
	Iteration 37Q: 3 clusters Score -2883928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2883936.750000 Penalty: 4964.562500
	Iteration 38Q: 3 clusters Score -2883937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2883936.500000 Penalty: 4964.562500
	Iteration 39Q: 3 clusters Score -2883936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2883941.250000 Penalty: 4964.562500
	Iteration 40F: 3 clusters Score -2883941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2883939.000000 Penalty: 4964.562500
	Iteration 41Q: 3 clusters Score -2883939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2883943.000000 Penalty: 4964.562500
	Iteration 42Q: 3 clusters Score -2883943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2883944.250000 Penalty: 4964.562500
	Iteration 43Q: 3 clusters Score -2883944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2883951.750000 Penalty: 4964.562500
	Iteration 44Q: 3 clusters Score -2883952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2883950.250000 Penalty: 4964.562500
	Iteration 45Q: 3 clusters Score -2883950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2883948.250000 Penalty: 4964.562500
	Iteration 46Q: 3 clusters Score -2883948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2883955.250000 Penalty: 4964.562500
	Iteration 47Q: 3 clusters Score -2883955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2883957.000000 Penalty: 4964.562500
	Iteration 48Q: 3 clusters Score -2883957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2883955.500000 Penalty: 4964.562500
	Iteration 49Q: 3 clusters Score -2883956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2883957.250000 Penalty: 4964.562500
	Iteration 50Q: 3 clusters Score -2883957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2883959.250000 Penalty: 4964.562500
	Iteration 51Q: 3 clusters Score -2883959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2883961.750000 Penalty: 4964.562500
	Iteration 52Q: 3 clusters Score -2883962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2883955.500000 Penalty: 4964.562500
	Iteration 53Q: 3 clusters Score -2883956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2883957.750000 Penalty: 4964.562500
	Iteration 54Q: 3 clusters Score -2883958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2883957.750000 Penalty: 4964.562500
	Iteration 55F: 3 clusters Score -2883958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178484 members 
Entering Unmasked Estep 
Score: -22848598.000000 Penalty: 2998.879150
	Iteration 0F: 2 clusters Score -2.28486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -22731984.000000 Penalty: 5997.758301
	Iteration 0F: 3 clusters Score -2.273198e+07 nChanged 85347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -22782538.000000 Penalty: 5997.758301
	Iteration 1F: 3 clusters Score -2.278254e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -22783830.000000 Penalty: 5997.758301
	Iteration 2Q: 3 clusters Score -2.278383e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -22785716.000000 Penalty: 5997.758301
	Iteration 3Q: 3 clusters Score -2.278572e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -22788432.000000 Penalty: 5997.758301
	Iteration 4Q: 3 clusters Score -2.278843e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -22792522.000000 Penalty: 5997.758301
	Iteration 5Q: 3 clusters Score -2.279252e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 115518 members 
Entering Unmasked Estep 
Score: -22798286.000000 Penalty: 5997.758301
	Iteration 6F: 3 clusters Score -2.279829e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -22806232.000000 Penalty: 5997.758301
	Iteration 7F: 3 clusters Score -2.280623e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -22814892.000000 Penalty: 5997.758301
	Iteration 8F: 3 clusters Score -2.281489e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 147093 members 
Entering Unmasked Estep 
Score: -22824114.000000 Penalty: 5997.758301
	Iteration 9F: 3 clusters Score -2.282411e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -22831974.000000 Penalty: 5997.758301
	Iteration 10F: 3 clusters Score -2.283197e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -22837432.000000 Penalty: 5997.758301
	Iteration 11Q: 3 clusters Score -2.283743e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 168078 members 
Entering Unmasked Estep 
Score: -22840714.000000 Penalty: 5997.758301
	Iteration 12Q: 3 clusters Score -2.284071e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -22842712.000000 Penalty: 5997.758301
	Iteration 13Q: 3 clusters Score -2.284271e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 173754 members 
Entering Unmasked Estep 
Score: -22843734.000000 Penalty: 5997.758301
	Iteration 14Q: 3 clusters Score -2.284373e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -22844592.000000 Penalty: 5997.758301
	Iteration 15Q: 3 clusters Score -2.284459e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 176161 members 
Entering Unmasked Estep 
Score: -22845094.000000 Penalty: 5997.758301
	Iteration 16Q: 3 clusters Score -2.284509e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -22845292.000000 Penalty: 5997.758301
	Iteration 17Q: 3 clusters Score -2.284529e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -22845478.000000 Penalty: 5997.758301
	Iteration 18Q: 3 clusters Score -2.284548e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -22845622.000000 Penalty: 5997.758301
	Iteration 19Q: 3 clusters Score -2.284562e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 177472 members 
Entering Unmasked Estep 
Score: -22845722.000000 Penalty: 5997.758301
	Iteration 20F: 3 clusters Score -2.284572e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -22845810.000000 Penalty: 5997.758301
	Iteration 21Q: 3 clusters Score -2.284581e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 177681 members 
Entering Unmasked Estep 
Score: -22845846.000000 Penalty: 5997.758301
	Iteration 22Q: 3 clusters Score -2.284585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -22845876.000000 Penalty: 5997.758301
	Iteration 23Q: 3 clusters Score -2.284588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 177775 members 
Entering Unmasked Estep 
Score: -22845934.000000 Penalty: 5997.758301
	Iteration 24Q: 3 clusters Score -2.284593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -22845968.000000 Penalty: 5997.758301
	Iteration 25Q: 3 clusters Score -2.284597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -22845968.000000 Penalty: 5997.758301
	Iteration 26Q: 3 clusters Score -2.284597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 177847 members 
Entering Unmasked Estep 
Score: -22845986.000000 Penalty: 5997.758301
	Iteration 27Q: 3 clusters Score -2.284599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -22845988.000000 Penalty: 5997.758301
	Iteration 28Q: 3 clusters Score -2.284599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 177863 members 
Entering Unmasked Estep 
Score: -22845990.000000 Penalty: 5997.758301
	Iteration 29Q: 3 clusters Score -2.284599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -22845990.000000 Penalty: 5997.758301
	Iteration 30Q: 3 clusters Score -2.284599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -22846014.000000 Penalty: 5997.758301
	Iteration 31Q: 3 clusters Score -2.284601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 177884 members 
Entering Unmasked Estep 
Score: -22846012.000000 Penalty: 5997.758301
	Iteration 32Q: 3 clusters Score -2.284601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 177890 members 
Entering Unmasked Estep 
Score: -22846022.000000 Penalty: 5997.758301
	Iteration 33Q: 3 clusters Score -2.284602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 177891 members 
Entering Unmasked Estep 
Score: -22846028.000000 Penalty: 5997.758301
	Iteration 34Q: 3 clusters Score -2.284603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 177896 members 
Entering Unmasked Estep 
Score: -22846022.000000 Penalty: 5997.758301
	Iteration 35Q: 3 clusters Score -2.284602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -22846028.000000 Penalty: 5997.758301
	Iteration 36Q: 3 clusters Score -2.284603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -22846028.000000 Penalty: 5997.758301
	Iteration 37Q: 3 clusters Score -2.284603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -22846026.000000 Penalty: 5997.758301
	Iteration 38Q: 3 clusters Score -2.284603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 177896 members 
Entering Unmasked Estep 
Score: -22846030.000000 Penalty: 5997.758301
	Iteration 39Q: 3 clusters Score -2.284603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 177896 members 
Entering Unmasked Estep 
Score: -22846030.000000 Penalty: 5997.758301
	Iteration 40F: 3 clusters Score -2.284603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Entering Unmasked Estep 
Score: -2724661.750000 Penalty: 2467.597412
	Iteration 0F: 2 clusters Score -2724662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2709941.250000 Penalty: 4935.194824
	Iteration 0F: 3 clusters Score -2709941 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2714962.250000 Penalty: 4935.194824
	Iteration 1F: 3 clusters Score -2714962 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2715485.500000 Penalty: 4935.194824
	Iteration 2F: 3 clusters Score -2715486 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2715934.250000 Penalty: 4935.194824
	Iteration 3Q: 3 clusters Score -2715934 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2716364.500000 Penalty: 4935.194824
	Iteration 4Q: 3 clusters Score -2716364 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2716861.000000 Penalty: 4935.194824
	Iteration 5Q: 3 clusters Score -2716861 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2717344.250000 Penalty: 4935.194824
	Iteration 6Q: 3 clusters Score -2717344 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2717923.000000 Penalty: 4935.194824
	Iteration 7Q: 3 clusters Score -2717923 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2718618.250000 Penalty: 4935.194824
	Iteration 8Q: 3 clusters Score -2718618 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2719325.500000 Penalty: 4935.194824
	Iteration 9Q: 3 clusters Score -2719326 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2719989.250000 Penalty: 4935.194824
	Iteration 10Q: 3 clusters Score -2719989 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2720604.750000 Penalty: 4935.194824
	Iteration 11Q: 3 clusters Score -2720605 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2721094.000000 Penalty: 4935.194824
	Iteration 12Q: 3 clusters Score -2721094 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2721454.500000 Penalty: 4935.194824
	Iteration 13Q: 3 clusters Score -2721454 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2721750.250000 Penalty: 4935.194824
	Iteration 14Q: 3 clusters Score -2721750 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2721956.250000 Penalty: 4935.194824
	Iteration 15Q: 3 clusters Score -2721956 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2722104.500000 Penalty: 4935.194824
	Iteration 16Q: 3 clusters Score -2722104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2722210.750000 Penalty: 4935.194824
	Iteration 17Q: 3 clusters Score -2722211 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2722295.250000 Penalty: 4935.194824
	Iteration 18Q: 3 clusters Score -2722295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2722358.750000 Penalty: 4935.194824
	Iteration 19Q: 3 clusters Score -2722359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2722406.500000 Penalty: 4935.194824
	Iteration 20F: 3 clusters Score -2722406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2722444.500000 Penalty: 4935.194824
	Iteration 21Q: 3 clusters Score -2722444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2722464.500000 Penalty: 4935.194824
	Iteration 22Q: 3 clusters Score -2722464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2722478.250000 Penalty: 4935.194824
	Iteration 23Q: 3 clusters Score -2722478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2722481.500000 Penalty: 4935.194824
	Iteration 24Q: 3 clusters Score -2722482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2722493.750000 Penalty: 4935.194824
	Iteration 25Q: 3 clusters Score -2722494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2722507.500000 Penalty: 4935.194824
	Iteration 26Q: 3 clusters Score -2722508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2722515.000000 Penalty: 4935.194824
	Iteration 27Q: 3 clusters Score -2722515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2722526.000000 Penalty: 4935.194824
	Iteration 28Q: 3 clusters Score -2722526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2722535.000000 Penalty: 4935.194824
	Iteration 29Q: 3 clusters Score -2722535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2722536.750000 Penalty: 4935.194824
	Iteration 30Q: 3 clusters Score -2722537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2722545.500000 Penalty: 4935.194824
	Iteration 31Q: 3 clusters Score -2722546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2722552.000000 Penalty: 4935.194824
	Iteration 32Q: 3 clusters Score -2722552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2722560.500000 Penalty: 4935.194824
	Iteration 33Q: 3 clusters Score -2722560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2722559.500000 Penalty: 4935.194824
	Iteration 34Q: 3 clusters Score -2722560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2722559.500000 Penalty: 4935.194824
	Iteration 35F: 3 clusters Score -2722560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -46015.753906 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -46015.75 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 229 members 
Entering Unmasked Estep 
Score: -44654.121094 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -44654.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44908.832031 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -44908.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45011.000000 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -45011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45035.578125 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -45035.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45042.394531 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -45042.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45047.664062 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -45047.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45053.417969 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -45053.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45056.738281 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -45056.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45058.582031 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -45058.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45058.582031 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -45058.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200006 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132244 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91236 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72980 members 
Mstep: Class 15 contains 25531 members 
Mstep: Class 16 contains 22230 members 
Mstep: Class 17 contains 178484 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287824.000000 Penalty: 53843.792969
Iteration 199Q: 17 clusters Score -9.828782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200008 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132227 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91244 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72977 members 
Mstep: Class 15 contains 25532 members 
Mstep: Class 16 contains 22230 members 
Mstep: Class 17 contains 178495 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287760.000000 Penalty: 53843.792969
Iteration 200F: 17 clusters Score -9.828776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 200009 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132207 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91248 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72977 members 
Mstep: Class 15 contains 25536 members 
Mstep: Class 16 contains 22232 members 
Mstep: Class 17 contains 178505 members 
Mstep: Class 18 contains 20952 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287816.000000 Penalty: 53843.792969
Iteration 201Q: 17 clusters Score -9.828782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200012 members 
Mstep: Class 4 contains 11909 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132184 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91255 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72976 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22232 members 
Mstep: Class 17 contains 178515 members 
Mstep: Class 18 contains 20953 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287768.000000 Penalty: 53843.792969
Iteration 202Q: 17 clusters Score -9.828777e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200012 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132164 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91261 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72977 members 
Mstep: Class 15 contains 25543 members 
Mstep: Class 16 contains 22232 members 
Mstep: Class 17 contains 178527 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287728.000000 Penalty: 53843.792969
Iteration 203Q: 17 clusters Score -9.828773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200028 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132150 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91264 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72976 members 
Mstep: Class 15 contains 25544 members 
Mstep: Class 16 contains 22232 members 
Mstep: Class 17 contains 178523 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287720.000000 Penalty: 53843.792969
Iteration 204Q: 17 clusters Score -9.828772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200041 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132137 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91267 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72976 members 
Mstep: Class 15 contains 25544 members 
Mstep: Class 16 contains 22233 members 
Mstep: Class 17 contains 178519 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287720.000000 Penalty: 53843.792969
Iteration 205Q: 17 clusters Score -9.828772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200049 members 
Mstep: Class 4 contains 11908 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132121 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91274 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72974 members 
Mstep: Class 15 contains 25542 members 
Mstep: Class 16 contains 22237 members 
Mstep: Class 17 contains 178520 members 
Mstep: Class 18 contains 20954 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287640.000000 Penalty: 53843.792969
Iteration 206Q: 17 clusters Score -9.828764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200064 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132096 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91277 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72972 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 178523 members 
Mstep: Class 18 contains 20956 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287576.000000 Penalty: 53843.792969
Iteration 207Q: 17 clusters Score -9.828758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200069 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132080 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91286 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72972 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 178524 members 
Mstep: Class 18 contains 20956 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287568.000000 Penalty: 53843.792969
Iteration 208Q: 17 clusters Score -9.828757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200068 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132070 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91288 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72974 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 178524 members 
Mstep: Class 18 contains 20958 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287552.000000 Penalty: 53843.792969
Iteration 209Q: 17 clusters Score -9.828755e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200063 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132059 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91291 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72976 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22251 members 
Mstep: Class 17 contains 178530 members 
Mstep: Class 18 contains 20958 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287624.000000 Penalty: 53843.792969
Iteration 210Q: 17 clusters Score -9.828762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200070 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132048 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91299 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72971 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178532 members 
Mstep: Class 18 contains 20957 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287624.000000 Penalty: 53843.792969
Iteration 211Q: 17 clusters Score -9.828762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200071 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132037 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91303 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72972 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178535 members 
Mstep: Class 18 contains 20958 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287632.000000 Penalty: 53843.792969
Iteration 212Q: 17 clusters Score -9.828763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200075 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132030 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91305 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72972 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178535 members 
Mstep: Class 18 contains 20959 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287600.000000 Penalty: 53843.792969
Iteration 213Q: 17 clusters Score -9.82876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200078 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132021 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91309 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 72972 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178534 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287560.000000 Penalty: 53843.792969
Iteration 214Q: 17 clusters Score -9.828756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200082 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132015 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91312 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 72972 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178532 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287568.000000 Penalty: 53843.792969
Iteration 215Q: 17 clusters Score -9.828757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200088 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132009 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91315 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 72970 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178529 members 
Mstep: Class 18 contains 20963 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287624.000000 Penalty: 53843.792969
Iteration 216Q: 17 clusters Score -9.828762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200085 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 132004 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91318 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 72971 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178534 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287648.000000 Penalty: 53843.792969
Iteration 217Q: 17 clusters Score -9.828765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200089 members 
Mstep: Class 4 contains 11913 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131996 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91320 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 72971 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178534 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287656.000000 Penalty: 53843.792969
Iteration 218Q: 17 clusters Score -9.828766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200088 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131996 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91320 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 72969 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178538 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287600.000000 Penalty: 53843.792969
Iteration 219Q: 17 clusters Score -9.82876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200095 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131993 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91320 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 72968 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178534 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287624.000000 Penalty: 53843.792969
Iteration 220F: 17 clusters Score -9.828762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200099 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131988 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91322 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178535 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287608.000000 Penalty: 53843.792969
Iteration 221Q: 17 clusters Score -9.828761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200106 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131981 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91323 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178534 members 
Mstep: Class 18 contains 20961 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287632.000000 Penalty: 53843.792969
Iteration 222Q: 17 clusters Score -9.828763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200109 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131977 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91322 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178537 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287544.000000 Penalty: 53843.792969
Iteration 223Q: 17 clusters Score -9.828754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200112 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131974 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91322 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72963 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22255 members 
Mstep: Class 17 contains 178536 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287544.000000 Penalty: 53843.792969
Iteration 224Q: 17 clusters Score -9.828754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200111 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131972 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91324 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22257 members 
Mstep: Class 17 contains 178533 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287528.000000 Penalty: 53843.792969
Iteration 225Q: 17 clusters Score -9.828753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200109 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131972 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91325 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178536 members 
Mstep: Class 18 contains 20963 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287496.000000 Penalty: 53843.792969
Iteration 226Q: 17 clusters Score -9.82875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200107 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131970 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91324 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178540 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287504.000000 Penalty: 53843.792969
Iteration 227Q: 17 clusters Score -9.82875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200105 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131969 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91325 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178541 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287496.000000 Penalty: 53843.792969
Iteration 228Q: 17 clusters Score -9.82875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200105 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131967 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91326 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25544 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178539 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287488.000000 Penalty: 53843.792969
Iteration 229Q: 17 clusters Score -9.828749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200108 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131962 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91326 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25546 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178539 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287544.000000 Penalty: 53843.792969
Iteration 230Q: 17 clusters Score -9.828754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200110 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131956 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91326 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25546 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178544 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287528.000000 Penalty: 53843.792969
Iteration 231Q: 17 clusters Score -9.828753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200112 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131950 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91327 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 72965 members 
Mstep: Class 15 contains 25546 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178545 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287552.000000 Penalty: 53843.792969
Iteration 232Q: 17 clusters Score -9.828755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200114 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131944 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91328 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178547 members 
Mstep: Class 18 contains 20965 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287528.000000 Penalty: 53843.792969
Iteration 233Q: 17 clusters Score -9.828753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200117 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131939 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91329 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178547 members 
Mstep: Class 18 contains 20966 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287568.000000 Penalty: 53843.792969
Iteration 234Q: 17 clusters Score -9.828757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200115 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131936 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91330 members 
Mstep: Class 12 contains 11784 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178548 members 
Mstep: Class 18 contains 20967 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287584.000000 Penalty: 53843.792969
Iteration 235Q: 17 clusters Score -9.828758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200115 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131925 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91331 members 
Mstep: Class 12 contains 11786 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20968 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287568.000000 Penalty: 53843.792969
Iteration 236Q: 17 clusters Score -9.828757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200117 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131920 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91333 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178557 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287560.000000 Penalty: 53843.792969
Iteration 237Q: 17 clusters Score -9.828756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200119 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131918 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11784 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287568.000000 Penalty: 53843.792969
Iteration 238Q: 17 clusters Score -9.828757e+07 nChanged 9
Entering ConstructFrom: 
Score: -98287568.000000 Penalty: 53843.792969
Entering ConstructFrom: 
Trying to split cluster 1 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -112772.265625 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -112772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -110851.953125 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -110852 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -111370.867188 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -111370.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111737.773438 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -111737.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112038.007812 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -112038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112355.218750 Penalty: 3449.500977
	Iteration 4F: 3 clusters Score -112355.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112773.742188 Penalty: 3449.500977
	Iteration 5F: 3 clusters Score -112773.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -113051.304688 Penalty: 3449.500977
	Iteration 6F: 3 clusters Score -113051.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113225.046875 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -113225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -113303.453125 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -113303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113325.664062 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -113325.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113332.437500 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -113332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -113335.273438 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -113335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -113335.273438 Penalty: 3449.500977
	Iteration 12F: 3 clusters Score -113335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200121 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131917 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 241 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98286456.000000 Penalty: 57209.031250
Splitting cluster 1 changes total score from -98287568.000000 to -98286456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -459109.218750 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -459109.2 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 1859 members 
Entering Unmasked Estep 
Score: -455421.093750 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -455421.1 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -456251.937500 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -456251.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456476.593750 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -456476.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -456599.031250 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -456599 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -456684.468750 Penalty: 4074.374756
	Iteration 4Q: 3 clusters Score -456684.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -456744.906250 Penalty: 4074.374756
	Iteration 5Q: 3 clusters Score -456744.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -456791.937500 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -456791.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -456837.375000 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -456837.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -456877.812500 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -456877.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -456922.875000 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -456922.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -456966.843750 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -456966.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -457012.968750 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -457013 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -457055.906250 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -457055.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -457099.468750 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -457099.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -457130.906250 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -457130.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -457160.968750 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -457161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -457192.937500 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -457192.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -457235.062500 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -457235.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -457269.468750 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -457269.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -457310.343750 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -457310.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -457347.500000 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -457347.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -457396.875000 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -457396.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -457456.781250 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -457456.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -457513.812500 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -457513.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -457575.281250 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -457575.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -457654.000000 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -457654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -457717.812500 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -457717.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -457760.593750 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -457760.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -457798.500000 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -457798.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -457826.875000 Penalty: 4074.374756
	Iteration 29Q: 3 clusters Score -457826.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -457844.375000 Penalty: 4074.374756
	Iteration 30Q: 3 clusters Score -457844.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -457872.750000 Penalty: 4074.374756
	Iteration 31Q: 3 clusters Score -457872.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -457900.781250 Penalty: 4074.374756
	Iteration 32Q: 3 clusters Score -457900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -457916.781250 Penalty: 4074.374756
	Iteration 33Q: 3 clusters Score -457916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -457920.437500 Penalty: 4074.374756
	Iteration 34Q: 3 clusters Score -457920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -457924.937500 Penalty: 4074.374756
	Iteration 35Q: 3 clusters Score -457924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -457927.500000 Penalty: 4074.374756
	Iteration 36Q: 3 clusters Score -457927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -457929.468750 Penalty: 4074.374756
	Iteration 37Q: 3 clusters Score -457929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -457935.687500 Penalty: 4074.374756
	Iteration 38Q: 3 clusters Score -457935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -457937.343750 Penalty: 4074.374756
	Iteration 39Q: 3 clusters Score -457937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -457940.062500 Penalty: 4074.374756
	Iteration 40F: 3 clusters Score -457940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -457942.312500 Penalty: 4074.374756
	Iteration 41Q: 3 clusters Score -457942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -457943.968750 Penalty: 4074.374756
	Iteration 42Q: 3 clusters Score -457944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -457944.968750 Penalty: 4074.374756
	Iteration 43Q: 3 clusters Score -457945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -457945.906250 Penalty: 4074.374756
	Iteration 44Q: 3 clusters Score -457945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -457945.875000 Penalty: 4074.374756
	Iteration 45Q: 3 clusters Score -457945.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -457945.875000 Penalty: 4074.374756
	Iteration 46F: 3 clusters Score -457945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (200121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200121 members 
Entering Unmasked Estep 
Score: -25598052.000000 Penalty: 3027.256104
	Iteration 0F: 2 clusters Score -2.559805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -25469080.000000 Penalty: 6054.512207
	Iteration 0F: 3 clusters Score -2.546908e+07 nChanged 96291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105032 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -25525654.000000 Penalty: 6054.512207
	Iteration 1F: 3 clusters Score -2.552565e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -25526834.000000 Penalty: 6054.512207
	Iteration 2Q: 3 clusters Score -2.552683e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
Score: -25528654.000000 Penalty: 6054.512207
	Iteration 3Q: 3 clusters Score -2.552865e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -25532244.000000 Penalty: 6054.512207
	Iteration 4Q: 3 clusters Score -2.553224e+07 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136729 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -25540098.000000 Penalty: 6054.512207
	Iteration 5F: 3 clusters Score -2.55401e+07 nChanged 17741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -25554432.000000 Penalty: 6054.512207
	Iteration 6F: 3 clusters Score -2.555443e+07 nChanged 20260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -25574006.000000 Penalty: 6054.512207
	Iteration 7F: 3 clusters Score -2.557401e+07 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -25588278.000000 Penalty: 6054.512207
	Iteration 8F: 3 clusters Score -2.558828e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197746 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -25593616.000000 Penalty: 6054.512207
	Iteration 9Q: 3 clusters Score -2.559362e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -25594842.000000 Penalty: 6054.512207
	Iteration 10Q: 3 clusters Score -2.559484e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199875 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25595178.000000 Penalty: 6054.512207
	Iteration 11Q: 3 clusters Score -2.559518e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199926 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25595280.000000 Penalty: 6054.512207
	Iteration 12Q: 3 clusters Score -2.559528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199940 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25595314.000000 Penalty: 6054.512207
	Iteration 13Q: 3 clusters Score -2.559531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25595324.000000 Penalty: 6054.512207
	Iteration 14Q: 3 clusters Score -2.559532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25595328.000000 Penalty: 6054.512207
	Iteration 15Q: 3 clusters Score -2.559533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25595330.000000 Penalty: 6054.512207
	Iteration 16Q: 3 clusters Score -2.559533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25595330.000000 Penalty: 6054.512207
	Iteration 17F: 3 clusters Score -2.559533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1440689.250000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1440689 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 6035 members 
Entering Unmasked Estep 
Score: -1431758.750000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1431759 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1434670.125000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1434670 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1435267.500000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1435268 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1435677.375000 Penalty: 4655.109375
	Iteration 3F: 3 clusters Score -1435677 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1436021.000000 Penalty: 4655.109375
	Iteration 4F: 3 clusters Score -1436021 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1436340.750000 Penalty: 4655.109375
	Iteration 5Q: 3 clusters Score -1436341 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1436720.125000 Penalty: 4655.109375
	Iteration 6Q: 3 clusters Score -1436720 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1437104.625000 Penalty: 4655.109375
	Iteration 7Q: 3 clusters Score -1437105 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1437556.250000 Penalty: 4655.109375
	Iteration 8Q: 3 clusters Score -1437556 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1438041.250000 Penalty: 4655.109375
	Iteration 9Q: 3 clusters Score -1438041 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1438464.000000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1438464 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1438778.750000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1438779 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1439034.625000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1439035 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1439223.375000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1439223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1439366.375000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1439366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1439460.000000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1439460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1439535.125000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1439535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1439601.000000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1439601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1439672.500000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1439672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1439722.750000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1439723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1439758.500000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1439758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1439784.500000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1439784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1439809.750000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1439810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1439827.000000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1439827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1439836.500000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1439836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1439847.250000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1439847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1439857.375000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1439857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1439861.875000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1439862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1439865.375000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1439865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1439871.500000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1439872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1439878.875000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1439879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1439889.875000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1439890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1439894.125000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1439894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1439895.875000 Penalty: 4655.109375
	Iteration 33Q: 3 clusters Score -1439896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1439900.000000 Penalty: 4655.109375
	Iteration 34Q: 3 clusters Score -1439900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1439905.750000 Penalty: 4655.109375
	Iteration 35Q: 3 clusters Score -1439906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1439906.000000 Penalty: 4655.109375
	Iteration 36Q: 3 clusters Score -1439906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1439905.375000 Penalty: 4655.109375
	Iteration 37Q: 3 clusters Score -1439905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1439907.625000 Penalty: 4655.109375
	Iteration 38Q: 3 clusters Score -1439908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1439908.375000 Penalty: 4655.109375
	Iteration 39Q: 3 clusters Score -1439908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1439908.625000 Penalty: 4655.109375
	Iteration 40F: 3 clusters Score -1439909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1439914.375000 Penalty: 4655.109375
	Iteration 41Q: 3 clusters Score -1439914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1439918.625000 Penalty: 4655.109375
	Iteration 42Q: 3 clusters Score -1439919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1439920.625000 Penalty: 4655.109375
	Iteration 43Q: 3 clusters Score -1439921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1439920.625000 Penalty: 4655.109375
	Iteration 44F: 3 clusters Score -1439921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -940539.750000 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -940539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -934299.250000 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -934299.2 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -936005.187500 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -936005.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -936407.625000 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -936407.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -936905.750000 Penalty: 4435.979004
	Iteration 3F: 3 clusters Score -936905.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -937369.062500 Penalty: 4435.979004
	Iteration 4F: 3 clusters Score -937369.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -937787.812500 Penalty: 4435.979004
	Iteration 5F: 3 clusters Score -937787.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -938151.125000 Penalty: 4435.979004
	Iteration 6F: 3 clusters Score -938151.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -938455.500000 Penalty: 4435.979004
	Iteration 7F: 3 clusters Score -938455.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -938707.250000 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -938707.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -938872.625000 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -938872.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -939002.187500 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -939002.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -939083.500000 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -939083.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -939144.937500 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -939144.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -939200.562500 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -939200.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -939254.562500 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -939254.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -939310.375000 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -939310.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -939357.250000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -939357.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -939399.250000 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -939399.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -939423.625000 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -939423.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -939435.562500 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -939435.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -939446.000000 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -939446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -939456.312500 Penalty: 4435.979004
	Iteration 21Q: 3 clusters Score -939456.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -939460.875000 Penalty: 4435.979004
	Iteration 22Q: 3 clusters Score -939460.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -939466.562500 Penalty: 4435.979004
	Iteration 23Q: 3 clusters Score -939466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -939471.875000 Penalty: 4435.979004
	Iteration 24Q: 3 clusters Score -939471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -939478.062500 Penalty: 4435.979004
	Iteration 25Q: 3 clusters Score -939478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -939483.875000 Penalty: 4435.979004
	Iteration 26Q: 3 clusters Score -939483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -939483.750000 Penalty: 4435.979004
	Iteration 27Q: 3 clusters Score -939483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -939482.937500 Penalty: 4435.979004
	Iteration 28Q: 3 clusters Score -939482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -939485.875000 Penalty: 4435.979004
	Iteration 29Q: 3 clusters Score -939485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -939485.562500 Penalty: 4435.979004
	Iteration 30Q: 3 clusters Score -939485.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -939487.812500 Penalty: 4435.979004
	Iteration 31Q: 3 clusters Score -939487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -939488.500000 Penalty: 4435.979004
	Iteration 32Q: 3 clusters Score -939488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -939489.437500 Penalty: 4435.979004
	Iteration 33Q: 3 clusters Score -939489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -939490.125000 Penalty: 4435.979004
	Iteration 34Q: 3 clusters Score -939490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -939489.250000 Penalty: 4435.979004
	Iteration 35Q: 3 clusters Score -939489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -939489.000000 Penalty: 4435.979004
	Iteration 36Q: 3 clusters Score -939489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -939489.937500 Penalty: 4435.979004
	Iteration 37Q: 3 clusters Score -939489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -939490.750000 Penalty: 4435.979004
	Iteration 38Q: 3 clusters Score -939490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -939490.812500 Penalty: 4435.979004
	Iteration 39Q: 3 clusters Score -939490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -939491.687500 Penalty: 4435.979004
	Iteration 40F: 3 clusters Score -939491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -939492.937500 Penalty: 4435.979004
	Iteration 41Q: 3 clusters Score -939492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -939494.500000 Penalty: 4435.979004
	Iteration 42Q: 3 clusters Score -939494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -939495.000000 Penalty: 4435.979004
	Iteration 43Q: 3 clusters Score -939495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -939496.312500 Penalty: 4435.979004
	Iteration 44Q: 3 clusters Score -939496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -939496.062500 Penalty: 4435.979004
	Iteration 45Q: 3 clusters Score -939496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -939496.062500 Penalty: 4435.979004
	Iteration 46F: 3 clusters Score -939496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -85092.453125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -85092.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83395.585938 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -83395.59 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83875.531250 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -83875.53 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84225.976562 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -84225.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84614.195312 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -84614.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85209.757812 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -85209.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85708.328125 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -85708.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85796.929688 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -85796.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -85849.882812 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -85849.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85907.250000 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -85907.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86053.734375 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -86053.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86239.390625 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -86239.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86272.132812 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -86272.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86279.140625 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -86279.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86281.281250 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -86281.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86281.281250 Penalty: 3322.340820
	Iteration 14F: 3 clusters Score -86281.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200121 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 504 members 
Mstep: Class 7 contains 131917 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98287120.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98287568.000000 to -98287120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (131917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Entering Unmasked Estep 
Score: -16894296.000000 Penalty: 2923.902344
	Iteration 0F: 2 clusters Score -1.68943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -16805936.000000 Penalty: 5847.804688
	Iteration 0F: 3 clusters Score -1.680594e+07 nChanged 62688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -16842210.000000 Penalty: 5847.804688
	Iteration 1F: 3 clusters Score -1.684221e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -16843166.000000 Penalty: 5847.804688
	Iteration 2Q: 3 clusters Score -1.684317e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -16844412.000000 Penalty: 5847.804688
	Iteration 3Q: 3 clusters Score -1.684441e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -16845752.000000 Penalty: 5847.804688
	Iteration 4Q: 3 clusters Score -1.684575e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -16847958.000000 Penalty: 5847.804688
	Iteration 5Q: 3 clusters Score -1.684796e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -16851408.000000 Penalty: 5847.804688
	Iteration 6Q: 3 clusters Score -1.685141e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -16856540.000000 Penalty: 5847.804688
	Iteration 7F: 3 clusters Score -1.685654e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -16863242.000000 Penalty: 5847.804688
	Iteration 8F: 3 clusters Score -1.686324e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -16869888.000000 Penalty: 5847.804688
	Iteration 9F: 3 clusters Score -1.686989e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -16873958.000000 Penalty: 5847.804688
	Iteration 10F: 3 clusters Score -1.687396e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -16875580.000000 Penalty: 5847.804688
	Iteration 11Q: 3 clusters Score -1.687558e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -16876500.000000 Penalty: 5847.804688
	Iteration 12Q: 3 clusters Score -1.68765e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -16877350.000000 Penalty: 5847.804688
	Iteration 13Q: 3 clusters Score -1.687735e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -16878154.000000 Penalty: 5847.804688
	Iteration 14Q: 3 clusters Score -1.687815e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -16879156.000000 Penalty: 5847.804688
	Iteration 15Q: 3 clusters Score -1.687916e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -16879992.000000 Penalty: 5847.804688
	Iteration 16Q: 3 clusters Score -1.687999e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -16881190.000000 Penalty: 5847.804688
	Iteration 17Q: 3 clusters Score -1.688119e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -16882248.000000 Penalty: 5847.804688
	Iteration 18Q: 3 clusters Score -1.688225e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 101116 members 
Entering Unmasked Estep 
Score: -16883268.000000 Penalty: 5847.804688
	Iteration 19Q: 3 clusters Score -1.688327e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -16884130.000000 Penalty: 5847.804688
	Iteration 20F: 3 clusters Score -1.688413e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 104152 members 
Entering Unmasked Estep 
Score: -16884880.000000 Penalty: 5847.804688
	Iteration 21Q: 3 clusters Score -1.688488e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -16885454.000000 Penalty: 5847.804688
	Iteration 22Q: 3 clusters Score -1.688545e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -16885822.000000 Penalty: 5847.804688
	Iteration 23Q: 3 clusters Score -1.688582e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -16886170.000000 Penalty: 5847.804688
	Iteration 24Q: 3 clusters Score -1.688617e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -16886410.000000 Penalty: 5847.804688
	Iteration 25Q: 3 clusters Score -1.688641e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -16886694.000000 Penalty: 5847.804688
	Iteration 26Q: 3 clusters Score -1.688669e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -16886868.000000 Penalty: 5847.804688
	Iteration 27Q: 3 clusters Score -1.688687e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -16886986.000000 Penalty: 5847.804688
	Iteration 28Q: 3 clusters Score -1.688699e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 111921 members 
Entering Unmasked Estep 
Score: -16887148.000000 Penalty: 5847.804688
	Iteration 29Q: 3 clusters Score -1.688715e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 112679 members 
Entering Unmasked Estep 
Score: -16887316.000000 Penalty: 5847.804688
	Iteration 30Q: 3 clusters Score -1.688732e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 113405 members 
Entering Unmasked Estep 
Score: -16887440.000000 Penalty: 5847.804688
	Iteration 31Q: 3 clusters Score -1.688744e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -16887532.000000 Penalty: 5847.804688
	Iteration 32Q: 3 clusters Score -1.688753e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -16887606.000000 Penalty: 5847.804688
	Iteration 33Q: 3 clusters Score -1.688761e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -16887752.000000 Penalty: 5847.804688
	Iteration 34Q: 3 clusters Score -1.688775e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 115996 members 
Entering Unmasked Estep 
Score: -16887906.000000 Penalty: 5847.804688
	Iteration 35Q: 3 clusters Score -1.688791e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -16887978.000000 Penalty: 5847.804688
	Iteration 36Q: 3 clusters Score -1.688798e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -16888070.000000 Penalty: 5847.804688
	Iteration 37Q: 3 clusters Score -1.688807e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -16888140.000000 Penalty: 5847.804688
	Iteration 38Q: 3 clusters Score -1.688814e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 118434 members 
Entering Unmasked Estep 
Score: -16888286.000000 Penalty: 5847.804688
	Iteration 39Q: 3 clusters Score -1.688829e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 119054 members 
Entering Unmasked Estep 
Score: -16888432.000000 Penalty: 5847.804688
	Iteration 40F: 3 clusters Score -1.688843e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -16888582.000000 Penalty: 5847.804688
	Iteration 41Q: 3 clusters Score -1.688858e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -16888704.000000 Penalty: 5847.804688
	Iteration 42Q: 3 clusters Score -1.68887e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 120920 members 
Entering Unmasked Estep 
Score: -16888894.000000 Penalty: 5847.804688
	Iteration 43Q: 3 clusters Score -1.688889e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -16889060.000000 Penalty: 5847.804688
	Iteration 44Q: 3 clusters Score -1.688906e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -16889220.000000 Penalty: 5847.804688
	Iteration 45Q: 3 clusters Score -1.688922e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -16889338.000000 Penalty: 5847.804688
	Iteration 46Q: 3 clusters Score -1.688934e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -16889578.000000 Penalty: 5847.804688
	Iteration 47Q: 3 clusters Score -1.688958e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 124144 members 
Entering Unmasked Estep 
Score: -16889758.000000 Penalty: 5847.804688
	Iteration 48Q: 3 clusters Score -1.688976e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -16889882.000000 Penalty: 5847.804688
	Iteration 49Q: 3 clusters Score -1.688988e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 125378 members 
Entering Unmasked Estep 
Score: -16890038.000000 Penalty: 5847.804688
	Iteration 50Q: 3 clusters Score -1.689004e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 125937 members 
Entering Unmasked Estep 
Score: -16890250.000000 Penalty: 5847.804688
	Iteration 51Q: 3 clusters Score -1.689025e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -16890382.000000 Penalty: 5847.804688
	Iteration 52Q: 3 clusters Score -1.689038e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -16890496.000000 Penalty: 5847.804688
	Iteration 53Q: 3 clusters Score -1.68905e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -16890634.000000 Penalty: 5847.804688
	Iteration 54Q: 3 clusters Score -1.689063e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 127784 members 
Entering Unmasked Estep 
Score: -16890772.000000 Penalty: 5847.804688
	Iteration 55Q: 3 clusters Score -1.689077e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -16890840.000000 Penalty: 5847.804688
	Iteration 56Q: 3 clusters Score -1.689084e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -16890950.000000 Penalty: 5847.804688
	Iteration 57Q: 3 clusters Score -1.689095e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 128675 members 
Entering Unmasked Estep 
Score: -16891040.000000 Penalty: 5847.804688
	Iteration 58Q: 3 clusters Score -1.689104e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 128919 members 
Entering Unmasked Estep 
Score: -16891134.000000 Penalty: 5847.804688
	Iteration 59Q: 3 clusters Score -1.689113e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -16891250.000000 Penalty: 5847.804688
	Iteration 60F: 3 clusters Score -1.689125e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -16891302.000000 Penalty: 5847.804688
	Iteration 61Q: 3 clusters Score -1.68913e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 129506 members 
Entering Unmasked Estep 
Score: -16891378.000000 Penalty: 5847.804688
	Iteration 62Q: 3 clusters Score -1.689138e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -16891398.000000 Penalty: 5847.804688
	Iteration 63Q: 3 clusters Score -1.68914e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 129795 members 
Entering Unmasked Estep 
Score: -16891436.000000 Penalty: 5847.804688
	Iteration 64Q: 3 clusters Score -1.689144e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 129909 members 
Entering Unmasked Estep 
Score: -16891472.000000 Penalty: 5847.804688
	Iteration 65Q: 3 clusters Score -1.689147e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 130008 members 
Entering Unmasked Estep 
Score: -16891510.000000 Penalty: 5847.804688
	Iteration 66Q: 3 clusters Score -1.689151e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 130098 members 
Entering Unmasked Estep 
Score: -16891562.000000 Penalty: 5847.804688
	Iteration 67Q: 3 clusters Score -1.689156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 130176 members 
Entering Unmasked Estep 
Score: -16891586.000000 Penalty: 5847.804688
	Iteration 68Q: 3 clusters Score -1.689159e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 130233 members 
Entering Unmasked Estep 
Score: -16891612.000000 Penalty: 5847.804688
	Iteration 69Q: 3 clusters Score -1.689161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 130286 members 
Entering Unmasked Estep 
Score: -16891628.000000 Penalty: 5847.804688
	Iteration 70Q: 3 clusters Score -1.689163e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 130331 members 
Entering Unmasked Estep 
Score: -16891648.000000 Penalty: 5847.804688
	Iteration 71Q: 3 clusters Score -1.689165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -16891676.000000 Penalty: 5847.804688
	Iteration 72Q: 3 clusters Score -1.689168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 130407 members 
Entering Unmasked Estep 
Score: -16891692.000000 Penalty: 5847.804688
	Iteration 73Q: 3 clusters Score -1.689169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 130429 members 
Entering Unmasked Estep 
Score: -16891678.000000 Penalty: 5847.804688
	Iteration 74Q: 3 clusters Score -1.689168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 130458 members 
Entering Unmasked Estep 
Score: -16891716.000000 Penalty: 5847.804688
	Iteration 75Q: 3 clusters Score -1.689172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 130483 members 
Entering Unmasked Estep 
Score: -16891730.000000 Penalty: 5847.804688
	Iteration 76Q: 3 clusters Score -1.689173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -16891740.000000 Penalty: 5847.804688
	Iteration 77Q: 3 clusters Score -1.689174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -16891736.000000 Penalty: 5847.804688
	Iteration 78Q: 3 clusters Score -1.689174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 130556 members 
Entering Unmasked Estep 
Score: -16891730.000000 Penalty: 5847.804688
	Iteration 79Q: 3 clusters Score -1.689173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -16891750.000000 Penalty: 5847.804688
	Iteration 80F: 3 clusters Score -1.689175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 130585 members 
Entering Unmasked Estep 
Score: -16891760.000000 Penalty: 5847.804688
	Iteration 81Q: 3 clusters Score -1.689176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 130593 members 
Entering Unmasked Estep 
Score: -16891768.000000 Penalty: 5847.804688
	Iteration 82Q: 3 clusters Score -1.689177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 130603 members 
Entering Unmasked Estep 
Score: -16891764.000000 Penalty: 5847.804688
	Iteration 83Q: 3 clusters Score -1.689176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -16891760.000000 Penalty: 5847.804688
	Iteration 84Q: 3 clusters Score -1.689176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -16891760.000000 Penalty: 5847.804688
	Iteration 85Q: 3 clusters Score -1.689176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -16891752.000000 Penalty: 5847.804688
	Iteration 86Q: 3 clusters Score -1.689175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 130636 members 
Entering Unmasked Estep 
Score: -16891758.000000 Penalty: 5847.804688
	Iteration 87Q: 3 clusters Score -1.689176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 130644 members 
Entering Unmasked Estep 
Score: -16891760.000000 Penalty: 5847.804688
	Iteration 88Q: 3 clusters Score -1.689176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -16891774.000000 Penalty: 5847.804688
	Iteration 89Q: 3 clusters Score -1.689177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 130672 members 
Entering Unmasked Estep 
Score: -16891778.000000 Penalty: 5847.804688
	Iteration 90Q: 3 clusters Score -1.689178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 130686 members 
Entering Unmasked Estep 
Score: -16891800.000000 Penalty: 5847.804688
	Iteration 91Q: 3 clusters Score -1.68918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -16891800.000000 Penalty: 5847.804688
	Iteration 92Q: 3 clusters Score -1.68918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 130711 members 
Entering Unmasked Estep 
Score: -16891820.000000 Penalty: 5847.804688
	Iteration 93Q: 3 clusters Score -1.689182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -16891820.000000 Penalty: 5847.804688
	Iteration 94Q: 3 clusters Score -1.689182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -16891834.000000 Penalty: 5847.804688
	Iteration 95Q: 3 clusters Score -1.689183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -16891840.000000 Penalty: 5847.804688
	Iteration 96Q: 3 clusters Score -1.689184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -16891848.000000 Penalty: 5847.804688
	Iteration 97Q: 3 clusters Score -1.689185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 130763 members 
Entering Unmasked Estep 
Score: -16891866.000000 Penalty: 5847.804688
	Iteration 98Q: 3 clusters Score -1.689187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -16891866.000000 Penalty: 5847.804688
	Iteration 99Q: 3 clusters Score -1.689187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 130776 members 
Entering Unmasked Estep 
Score: -16891874.000000 Penalty: 5847.804688
	Iteration 100F: 3 clusters Score -1.689187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 130783 members 
Entering Unmasked Estep 
Score: -16891868.000000 Penalty: 5847.804688
	Iteration 101Q: 3 clusters Score -1.689187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 130784 members 
Entering Unmasked Estep 
Score: -16891874.000000 Penalty: 5847.804688
	Iteration 102Q: 3 clusters Score -1.689187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 130784 members 
Entering Unmasked Estep 
Score: -16891874.000000 Penalty: 5847.804688
	Iteration 103F: 3 clusters Score -1.689187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -95414.796875 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -95414.8 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 439 members 
Entering Unmasked Estep 
Score: -93644.140625 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -93644.14 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94124.070312 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -94124.07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94641.437500 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -94641.44 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95180.406250 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -95180.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -95686.171875 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -95686.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -96032.648438 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -96032.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96294.812500 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -96294.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96359.578125 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -96359.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -96375.156250 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -96375.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96389.242188 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -96389.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96391.117188 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -96391.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96391.117188 Penalty: 3372.331787
	Iteration 11F: 3 clusters Score -96391.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200121 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131917 members 
Mstep: Class 8 contains 297 members 
Mstep: Class 9 contains 600 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98286944.000000 Penalty: 57209.031250
Splitting cluster 8 changes total score from -98287568.000000 to -98286944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (91336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Entering Unmasked Estep 
Score: -11746645.000000 Penalty: 2832.730469
	Iteration 0F: 2 clusters Score -1.174664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -11685487.000000 Penalty: 5665.460938
	Iteration 0F: 3 clusters Score -1.168549e+07 nChanged 43055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -11710132.000000 Penalty: 5665.460938
	Iteration 1F: 3 clusters Score -1.171013e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -11710953.000000 Penalty: 5665.460938
	Iteration 2Q: 3 clusters Score -1.171095e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -11711910.000000 Penalty: 5665.460938
	Iteration 3Q: 3 clusters Score -1.171191e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -11713398.000000 Penalty: 5665.460938
	Iteration 4Q: 3 clusters Score -1.17134e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -11715683.000000 Penalty: 5665.460938
	Iteration 5F: 3 clusters Score -1.171568e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -11719380.000000 Penalty: 5665.460938
	Iteration 6F: 3 clusters Score -1.171938e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -11724898.000000 Penalty: 5665.460938
	Iteration 7F: 3 clusters Score -1.17249e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -11731610.000000 Penalty: 5665.460938
	Iteration 8F: 3 clusters Score -1.173161e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -11737519.000000 Penalty: 5665.460938
	Iteration 9F: 3 clusters Score -1.173752e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -11740868.000000 Penalty: 5665.460938
	Iteration 10Q: 3 clusters Score -1.174087e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -11742456.000000 Penalty: 5665.460938
	Iteration 11Q: 3 clusters Score -1.174246e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -11743258.000000 Penalty: 5665.460938
	Iteration 12Q: 3 clusters Score -1.174326e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -11743650.000000 Penalty: 5665.460938
	Iteration 13Q: 3 clusters Score -1.174365e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -11743850.000000 Penalty: 5665.460938
	Iteration 14Q: 3 clusters Score -1.174385e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -11744000.000000 Penalty: 5665.460938
	Iteration 15Q: 3 clusters Score -1.1744e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -11744101.000000 Penalty: 5665.460938
	Iteration 16Q: 3 clusters Score -1.17441e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -11744180.000000 Penalty: 5665.460938
	Iteration 17Q: 3 clusters Score -1.174418e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -11744232.000000 Penalty: 5665.460938
	Iteration 18Q: 3 clusters Score -1.174423e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -11744292.000000 Penalty: 5665.460938
	Iteration 19Q: 3 clusters Score -1.174429e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -11744334.000000 Penalty: 5665.460938
	Iteration 20F: 3 clusters Score -1.174433e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -11744359.000000 Penalty: 5665.460938
	Iteration 21Q: 3 clusters Score -1.174436e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -11744378.000000 Penalty: 5665.460938
	Iteration 22Q: 3 clusters Score -1.174438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -11744401.000000 Penalty: 5665.460938
	Iteration 23Q: 3 clusters Score -1.17444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -11744403.000000 Penalty: 5665.460938
	Iteration 24Q: 3 clusters Score -1.17444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -11744401.000000 Penalty: 5665.460938
	Iteration 25Q: 3 clusters Score -1.17444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -11744432.000000 Penalty: 5665.460938
	Iteration 26Q: 3 clusters Score -1.174443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -11744434.000000 Penalty: 5665.460938
	Iteration 27Q: 3 clusters Score -1.174443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -11744432.000000 Penalty: 5665.460938
	Iteration 28Q: 3 clusters Score -1.174443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -11744451.000000 Penalty: 5665.460938
	Iteration 29Q: 3 clusters Score -1.174445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -11744481.000000 Penalty: 5665.460938
	Iteration 30Q: 3 clusters Score -1.174448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -11744485.000000 Penalty: 5665.460938
	Iteration 31Q: 3 clusters Score -1.174448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -11744478.000000 Penalty: 5665.460938
	Iteration 32Q: 3 clusters Score -1.174448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -11744491.000000 Penalty: 5665.460938
	Iteration 33Q: 3 clusters Score -1.174449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -11744506.000000 Penalty: 5665.460938
	Iteration 34Q: 3 clusters Score -1.174451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -11744512.000000 Penalty: 5665.460938
	Iteration 35Q: 3 clusters Score -1.174451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -11744529.000000 Penalty: 5665.460938
	Iteration 36Q: 3 clusters Score -1.174453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -11744521.000000 Penalty: 5665.460938
	Iteration 37Q: 3 clusters Score -1.174452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -11744529.000000 Penalty: 5665.460938
	Iteration 38Q: 3 clusters Score -1.174453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -11744517.000000 Penalty: 5665.460938
	Iteration 39Q: 3 clusters Score -1.174452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -11744523.000000 Penalty: 5665.460938
	Iteration 40F: 3 clusters Score -1.174452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -11744527.000000 Penalty: 5665.460938
	Iteration 41Q: 3 clusters Score -1.174453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 90068 members 
Entering Unmasked Estep 
Score: -11744525.000000 Penalty: 5665.460938
	Iteration 42Q: 3 clusters Score -1.174452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -11744533.000000 Penalty: 5665.460938
	Iteration 43Q: 3 clusters Score -1.174453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -11744531.000000 Penalty: 5665.460938
	Iteration 44Q: 3 clusters Score -1.174453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -11744527.000000 Penalty: 5665.460938
	Iteration 45Q: 3 clusters Score -1.174453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -11744533.000000 Penalty: 5665.460938
	Iteration 46Q: 3 clusters Score -1.174453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -11744524.000000 Penalty: 5665.460938
	Iteration 47Q: 3 clusters Score -1.174452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -11744531.000000 Penalty: 5665.460938
	Iteration 48Q: 3 clusters Score -1.174453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -11744527.000000 Penalty: 5665.460938
	Iteration 49Q: 3 clusters Score -1.174453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11744533.000000 Penalty: 5665.460938
	Iteration 50Q: 3 clusters Score -1.174453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -11744535.000000 Penalty: 5665.460938
	Iteration 51Q: 3 clusters Score -1.174454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -11744538.000000 Penalty: 5665.460938
	Iteration 52Q: 3 clusters Score -1.174454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -11744543.000000 Penalty: 5665.460938
	Iteration 53Q: 3 clusters Score -1.174454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -11744540.000000 Penalty: 5665.460938
	Iteration 54Q: 3 clusters Score -1.174454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -11744534.000000 Penalty: 5665.460938
	Iteration 55Q: 3 clusters Score -1.174453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -11744541.000000 Penalty: 5665.460938
	Iteration 56Q: 3 clusters Score -1.174454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -11744544.000000 Penalty: 5665.460938
	Iteration 57Q: 3 clusters Score -1.174454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11744545.000000 Penalty: 5665.460938
	Iteration 58Q: 3 clusters Score -1.174454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -11744543.000000 Penalty: 5665.460938
	Iteration 59Q: 3 clusters Score -1.174454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -11744539.000000 Penalty: 5665.460938
	Iteration 60F: 3 clusters Score -1.174454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -11744539.000000 Penalty: 5665.460938
	Iteration 61Q: 3 clusters Score -1.174454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11744545.000000 Penalty: 5665.460938
	Iteration 62Q: 3 clusters Score -1.174454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11744545.000000 Penalty: 5665.460938
	Iteration 63F: 3 clusters Score -1.174454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Entering Unmasked Estep 
Score: -1534476.000000 Penalty: 2324.854492
	Iteration 0F: 2 clusters Score -1534476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1525663.875000 Penalty: 4649.708984
	Iteration 0F: 3 clusters Score -1525664 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1528344.625000 Penalty: 4649.708984
	Iteration 1F: 3 clusters Score -1528345 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1528735.000000 Penalty: 4649.708984
	Iteration 2F: 3 clusters Score -1528735 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1529063.250000 Penalty: 4649.708984
	Iteration 3F: 3 clusters Score -1529063 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1529366.250000 Penalty: 4649.708984
	Iteration 4Q: 3 clusters Score -1529366 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1529682.000000 Penalty: 4649.708984
	Iteration 5Q: 3 clusters Score -1529682 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1530075.875000 Penalty: 4649.708984
	Iteration 6F: 3 clusters Score -1530076 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1530575.250000 Penalty: 4649.708984
	Iteration 7F: 3 clusters Score -1530575 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1531106.875000 Penalty: 4649.708984
	Iteration 8F: 3 clusters Score -1531107 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1531546.500000 Penalty: 4649.708984
	Iteration 9Q: 3 clusters Score -1531546 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1531837.750000 Penalty: 4649.708984
	Iteration 10Q: 3 clusters Score -1531838 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1531977.500000 Penalty: 4649.708984
	Iteration 11Q: 3 clusters Score -1531978 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1532062.375000 Penalty: 4649.708984
	Iteration 12Q: 3 clusters Score -1532062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1532115.000000 Penalty: 4649.708984
	Iteration 13Q: 3 clusters Score -1532115 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1532157.750000 Penalty: 4649.708984
	Iteration 14Q: 3 clusters Score -1532158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1532186.000000 Penalty: 4649.708984
	Iteration 15Q: 3 clusters Score -1532186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1532208.875000 Penalty: 4649.708984
	Iteration 16Q: 3 clusters Score -1532209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1532220.375000 Penalty: 4649.708984
	Iteration 17Q: 3 clusters Score -1532220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1532232.250000 Penalty: 4649.708984
	Iteration 18Q: 3 clusters Score -1532232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1532250.000000 Penalty: 4649.708984
	Iteration 19Q: 3 clusters Score -1532250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1532263.875000 Penalty: 4649.708984
	Iteration 20F: 3 clusters Score -1532264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1532270.875000 Penalty: 4649.708984
	Iteration 21Q: 3 clusters Score -1532271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1532285.000000 Penalty: 4649.708984
	Iteration 22Q: 3 clusters Score -1532285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1532294.250000 Penalty: 4649.708984
	Iteration 23Q: 3 clusters Score -1532294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1532307.375000 Penalty: 4649.708984
	Iteration 24Q: 3 clusters Score -1532307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1532316.250000 Penalty: 4649.708984
	Iteration 25Q: 3 clusters Score -1532316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1532329.375000 Penalty: 4649.708984
	Iteration 26Q: 3 clusters Score -1532329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1532336.125000 Penalty: 4649.708984
	Iteration 27Q: 3 clusters Score -1532336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1532348.625000 Penalty: 4649.708984
	Iteration 28Q: 3 clusters Score -1532349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1532354.250000 Penalty: 4649.708984
	Iteration 29Q: 3 clusters Score -1532354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1532352.875000 Penalty: 4649.708984
	Iteration 30Q: 3 clusters Score -1532353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1532355.750000 Penalty: 4649.708984
	Iteration 31Q: 3 clusters Score -1532356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1532356.875000 Penalty: 4649.708984
	Iteration 32Q: 3 clusters Score -1532357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1532361.750000 Penalty: 4649.708984
	Iteration 33Q: 3 clusters Score -1532362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1532364.125000 Penalty: 4649.708984
	Iteration 34Q: 3 clusters Score -1532364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1532364.000000 Penalty: 4649.708984
	Iteration 35Q: 3 clusters Score -1532364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1532370.000000 Penalty: 4649.708984
	Iteration 36Q: 3 clusters Score -1532370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1532374.625000 Penalty: 4649.708984
	Iteration 37Q: 3 clusters Score -1532375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1532381.875000 Penalty: 4649.708984
	Iteration 38Q: 3 clusters Score -1532382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1532389.125000 Penalty: 4649.708984
	Iteration 39Q: 3 clusters Score -1532389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1532394.875000 Penalty: 4649.708984
	Iteration 40F: 3 clusters Score -1532395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1532399.375000 Penalty: 4649.708984
	Iteration 41Q: 3 clusters Score -1532399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1532401.125000 Penalty: 4649.708984
	Iteration 42Q: 3 clusters Score -1532401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1532404.625000 Penalty: 4649.708984
	Iteration 43Q: 3 clusters Score -1532405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1532406.125000 Penalty: 4649.708984
	Iteration 44Q: 3 clusters Score -1532406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1532409.625000 Penalty: 4649.708984
	Iteration 45Q: 3 clusters Score -1532410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1532413.375000 Penalty: 4649.708984
	Iteration 46Q: 3 clusters Score -1532413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1532411.250000 Penalty: 4649.708984
	Iteration 47Q: 3 clusters Score -1532411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1532413.875000 Penalty: 4649.708984
	Iteration 48Q: 3 clusters Score -1532414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1532415.875000 Penalty: 4649.708984
	Iteration 49Q: 3 clusters Score -1532416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1532417.250000 Penalty: 4649.708984
	Iteration 50Q: 3 clusters Score -1532417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1532415.625000 Penalty: 4649.708984
	Iteration 51Q: 3 clusters Score -1532416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1532420.500000 Penalty: 4649.708984
	Iteration 52Q: 3 clusters Score -1532420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1532418.250000 Penalty: 4649.708984
	Iteration 53Q: 3 clusters Score -1532418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1532420.375000 Penalty: 4649.708984
	Iteration 54Q: 3 clusters Score -1532420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1532420.625000 Penalty: 4649.708984
	Iteration 55Q: 3 clusters Score -1532421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1532422.875000 Penalty: 4649.708984
	Iteration 56Q: 3 clusters Score -1532423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1532420.125000 Penalty: 4649.708984
	Iteration 57Q: 3 clusters Score -1532420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1532421.000000 Penalty: 4649.708984
	Iteration 58Q: 3 clusters Score -1532421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1532420.625000 Penalty: 4649.708984
	Iteration 59Q: 3 clusters Score -1532421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1532422.000000 Penalty: 4649.708984
	Iteration 60F: 3 clusters Score -1532422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1532422.125000 Penalty: 4649.708984
	Iteration 61Q: 3 clusters Score -1532422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1532422.125000 Penalty: 4649.708984
	Iteration 62F: 3 clusters Score -1532422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72964 members 
Entering Unmasked Estep 
Score: -9129763.000000 Penalty: 2777.034912
	Iteration 0F: 2 clusters Score -9129763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -9080592.000000 Penalty: 5554.069824
	Iteration 0F: 3 clusters Score -9080592 nChanged 34429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -9099819.000000 Penalty: 5554.069824
	Iteration 1F: 3 clusters Score -9099819 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -9100279.000000 Penalty: 5554.069824
	Iteration 2Q: 3 clusters Score -9100279 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -9100727.000000 Penalty: 5554.069824
	Iteration 3Q: 3 clusters Score -9100727 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -9101116.000000 Penalty: 5554.069824
	Iteration 4Q: 3 clusters Score -9101116 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -9101514.000000 Penalty: 5554.069824
	Iteration 5Q: 3 clusters Score -9101514 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -9102010.000000 Penalty: 5554.069824
	Iteration 6Q: 3 clusters Score -9102010 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -9102587.000000 Penalty: 5554.069824
	Iteration 7Q: 3 clusters Score -9102587 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -9103453.000000 Penalty: 5554.069824
	Iteration 8Q: 3 clusters Score -9103453 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -9104912.000000 Penalty: 5554.069824
	Iteration 9Q: 3 clusters Score -9104912 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -9107100.000000 Penalty: 5554.069824
	Iteration 10Q: 3 clusters Score -9107100 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -9110210.000000 Penalty: 5554.069824
	Iteration 11F: 3 clusters Score -9110210 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -9113245.000000 Penalty: 5554.069824
	Iteration 12F: 3 clusters Score -9113245 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -9115360.000000 Penalty: 5554.069824
	Iteration 13Q: 3 clusters Score -9115360 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -9116796.000000 Penalty: 5554.069824
	Iteration 14Q: 3 clusters Score -9116796 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -9117770.000000 Penalty: 5554.069824
	Iteration 15Q: 3 clusters Score -9117770 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -9118700.000000 Penalty: 5554.069824
	Iteration 16Q: 3 clusters Score -9118700 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -9119721.000000 Penalty: 5554.069824
	Iteration 17Q: 3 clusters Score -9119721 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -9120821.000000 Penalty: 5554.069824
	Iteration 18Q: 3 clusters Score -9120821 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9121894.000000 Penalty: 5554.069824
	Iteration 19Q: 3 clusters Score -9121894 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -9123013.000000 Penalty: 5554.069824
	Iteration 20F: 3 clusters Score -9123013 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -9124089.000000 Penalty: 5554.069824
	Iteration 21Q: 3 clusters Score -9124089 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -9125067.000000 Penalty: 5554.069824
	Iteration 22Q: 3 clusters Score -9125067 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -9125813.000000 Penalty: 5554.069824
	Iteration 23Q: 3 clusters Score -9125813 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -9126259.000000 Penalty: 5554.069824
	Iteration 24Q: 3 clusters Score -9126259 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 69731 members 
Entering Unmasked Estep 
Score: -9126634.000000 Penalty: 5554.069824
	Iteration 25Q: 3 clusters Score -9126634 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -9126897.000000 Penalty: 5554.069824
	Iteration 26Q: 3 clusters Score -9126897 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -9127088.000000 Penalty: 5554.069824
	Iteration 27Q: 3 clusters Score -9127088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -9127175.000000 Penalty: 5554.069824
	Iteration 28Q: 3 clusters Score -9127175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -9127271.000000 Penalty: 5554.069824
	Iteration 29Q: 3 clusters Score -9127271 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -9127358.000000 Penalty: 5554.069824
	Iteration 30Q: 3 clusters Score -9127358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -9127435.000000 Penalty: 5554.069824
	Iteration 31Q: 3 clusters Score -9127435 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -9127459.000000 Penalty: 5554.069824
	Iteration 32Q: 3 clusters Score -9127459 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9127502.000000 Penalty: 5554.069824
	Iteration 33Q: 3 clusters Score -9127502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -9127540.000000 Penalty: 5554.069824
	Iteration 34Q: 3 clusters Score -9127540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -9127558.000000 Penalty: 5554.069824
	Iteration 35Q: 3 clusters Score -9127558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -9127571.000000 Penalty: 5554.069824
	Iteration 36Q: 3 clusters Score -9127571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -9127590.000000 Penalty: 5554.069824
	Iteration 37Q: 3 clusters Score -9127590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -9127596.000000 Penalty: 5554.069824
	Iteration 38Q: 3 clusters Score -9127596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -9127612.000000 Penalty: 5554.069824
	Iteration 39Q: 3 clusters Score -9127612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -9127612.000000 Penalty: 5554.069824
	Iteration 40F: 3 clusters Score -9127612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -9127608.000000 Penalty: 5554.069824
	Iteration 41Q: 3 clusters Score -9127608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -9127625.000000 Penalty: 5554.069824
	Iteration 42Q: 3 clusters Score -9127625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -9127640.000000 Penalty: 5554.069824
	Iteration 43Q: 3 clusters Score -9127640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -9127639.000000 Penalty: 5554.069824
	Iteration 44Q: 3 clusters Score -9127639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -9127641.000000 Penalty: 5554.069824
	Iteration 45Q: 3 clusters Score -9127641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -9127645.000000 Penalty: 5554.069824
	Iteration 46Q: 3 clusters Score -9127645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -9127646.000000 Penalty: 5554.069824
	Iteration 47Q: 3 clusters Score -9127646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -9127654.000000 Penalty: 5554.069824
	Iteration 48Q: 3 clusters Score -9127654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -9127660.000000 Penalty: 5554.069824
	Iteration 49Q: 3 clusters Score -9127660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -9127652.000000 Penalty: 5554.069824
	Iteration 50Q: 3 clusters Score -9127652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -9127647.000000 Penalty: 5554.069824
	Iteration 51Q: 3 clusters Score -9127647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -9127658.000000 Penalty: 5554.069824
	Iteration 52Q: 3 clusters Score -9127658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -9127654.000000 Penalty: 5554.069824
	Iteration 53Q: 3 clusters Score -9127654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -9127667.000000 Penalty: 5554.069824
	Iteration 54Q: 3 clusters Score -9127667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -9127675.000000 Penalty: 5554.069824
	Iteration 55Q: 3 clusters Score -9127675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9127678.000000 Penalty: 5554.069824
	Iteration 56Q: 3 clusters Score -9127678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9127682.000000 Penalty: 5554.069824
	Iteration 57Q: 3 clusters Score -9127682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9127682.000000 Penalty: 5554.069824
	Iteration 58F: 3 clusters Score -9127682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Entering Unmasked Estep 
Score: -3320125.750000 Penalty: 2516.772217
	Iteration 0F: 2 clusters Score -3320126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3302513.000000 Penalty: 5033.544434
	Iteration 0F: 3 clusters Score -3302513 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3308770.000000 Penalty: 5033.544434
	Iteration 1F: 3 clusters Score -3308770 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3309483.750000 Penalty: 5033.544434
	Iteration 2F: 3 clusters Score -3309484 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3310120.250000 Penalty: 5033.544434
	Iteration 3F: 3 clusters Score -3310120 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3310740.500000 Penalty: 5033.544434
	Iteration 4F: 3 clusters Score -3310740 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3311413.750000 Penalty: 5033.544434
	Iteration 5F: 3 clusters Score -3311414 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3312194.750000 Penalty: 5033.544434
	Iteration 6F: 3 clusters Score -3312195 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3313191.000000 Penalty: 5033.544434
	Iteration 7F: 3 clusters Score -3313191 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3314325.250000 Penalty: 5033.544434
	Iteration 8F: 3 clusters Score -3314325 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3315251.500000 Penalty: 5033.544434
	Iteration 9F: 3 clusters Score -3315252 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3315785.250000 Penalty: 5033.544434
	Iteration 10Q: 3 clusters Score -3315785 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3316055.750000 Penalty: 5033.544434
	Iteration 11Q: 3 clusters Score -3316056 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3316232.500000 Penalty: 5033.544434
	Iteration 12Q: 3 clusters Score -3316232 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3316361.000000 Penalty: 5033.544434
	Iteration 13Q: 3 clusters Score -3316361 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3316500.000000 Penalty: 5033.544434
	Iteration 14Q: 3 clusters Score -3316500 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3316629.500000 Penalty: 5033.544434
	Iteration 15Q: 3 clusters Score -3316630 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3316710.250000 Penalty: 5033.544434
	Iteration 16Q: 3 clusters Score -3316710 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3316798.000000 Penalty: 5033.544434
	Iteration 17Q: 3 clusters Score -3316798 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3316876.250000 Penalty: 5033.544434
	Iteration 18Q: 3 clusters Score -3316876 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3316938.750000 Penalty: 5033.544434
	Iteration 19Q: 3 clusters Score -3316939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3317003.750000 Penalty: 5033.544434
	Iteration 20F: 3 clusters Score -3317004 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3317045.000000 Penalty: 5033.544434
	Iteration 21Q: 3 clusters Score -3317045 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3317097.500000 Penalty: 5033.544434
	Iteration 22Q: 3 clusters Score -3317098 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3317145.500000 Penalty: 5033.544434
	Iteration 23Q: 3 clusters Score -3317146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3317188.750000 Penalty: 5033.544434
	Iteration 24Q: 3 clusters Score -3317189 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3317226.750000 Penalty: 5033.544434
	Iteration 25Q: 3 clusters Score -3317227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3317257.750000 Penalty: 5033.544434
	Iteration 26Q: 3 clusters Score -3317258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3317298.000000 Penalty: 5033.544434
	Iteration 27Q: 3 clusters Score -3317298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3317321.500000 Penalty: 5033.544434
	Iteration 28Q: 3 clusters Score -3317322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3317344.750000 Penalty: 5033.544434
	Iteration 29Q: 3 clusters Score -3317345 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3317373.000000 Penalty: 5033.544434
	Iteration 30Q: 3 clusters Score -3317373 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3317384.750000 Penalty: 5033.544434
	Iteration 31Q: 3 clusters Score -3317385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3317412.750000 Penalty: 5033.544434
	Iteration 32Q: 3 clusters Score -3317413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3317455.250000 Penalty: 5033.544434
	Iteration 33Q: 3 clusters Score -3317455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3317490.500000 Penalty: 5033.544434
	Iteration 34Q: 3 clusters Score -3317490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3317539.500000 Penalty: 5033.544434
	Iteration 35Q: 3 clusters Score -3317540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3317558.750000 Penalty: 5033.544434
	Iteration 36Q: 3 clusters Score -3317559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3317595.500000 Penalty: 5033.544434
	Iteration 37Q: 3 clusters Score -3317596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3317633.000000 Penalty: 5033.544434
	Iteration 38Q: 3 clusters Score -3317633 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3317668.750000 Penalty: 5033.544434
	Iteration 39Q: 3 clusters Score -3317669 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3317698.500000 Penalty: 5033.544434
	Iteration 40F: 3 clusters Score -3317698 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3317733.750000 Penalty: 5033.544434
	Iteration 41Q: 3 clusters Score -3317734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3317778.000000 Penalty: 5033.544434
	Iteration 42Q: 3 clusters Score -3317778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3317801.250000 Penalty: 5033.544434
	Iteration 43Q: 3 clusters Score -3317801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3317836.750000 Penalty: 5033.544434
	Iteration 44Q: 3 clusters Score -3317837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3317857.250000 Penalty: 5033.544434
	Iteration 45Q: 3 clusters Score -3317857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3317886.750000 Penalty: 5033.544434
	Iteration 46Q: 3 clusters Score -3317887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3317910.750000 Penalty: 5033.544434
	Iteration 47Q: 3 clusters Score -3317911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3317947.500000 Penalty: 5033.544434
	Iteration 48Q: 3 clusters Score -3317948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3317966.750000 Penalty: 5033.544434
	Iteration 49Q: 3 clusters Score -3317967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3317995.500000 Penalty: 5033.544434
	Iteration 50Q: 3 clusters Score -3317996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3318012.000000 Penalty: 5033.544434
	Iteration 51Q: 3 clusters Score -3318012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -3318018.500000 Penalty: 5033.544434
	Iteration 52Q: 3 clusters Score -3318018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3318027.750000 Penalty: 5033.544434
	Iteration 53Q: 3 clusters Score -3318028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3318029.000000 Penalty: 5033.544434
	Iteration 54Q: 3 clusters Score -3318029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3318031.250000 Penalty: 5033.544434
	Iteration 55Q: 3 clusters Score -3318031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3318041.250000 Penalty: 5033.544434
	Iteration 56Q: 3 clusters Score -3318041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3318047.000000 Penalty: 5033.544434
	Iteration 57Q: 3 clusters Score -3318047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3318064.250000 Penalty: 5033.544434
	Iteration 58Q: 3 clusters Score -3318064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3318064.500000 Penalty: 5033.544434
	Iteration 59Q: 3 clusters Score -3318064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3318073.750000 Penalty: 5033.544434
	Iteration 60F: 3 clusters Score -3318074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3318079.250000 Penalty: 5033.544434
	Iteration 61Q: 3 clusters Score -3318079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3318078.250000 Penalty: 5033.544434
	Iteration 62Q: 3 clusters Score -3318078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3318084.000000 Penalty: 5033.544434
	Iteration 63Q: 3 clusters Score -3318084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3318078.250000 Penalty: 5033.544434
	Iteration 64Q: 3 clusters Score -3318078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3318090.250000 Penalty: 5033.544434
	Iteration 65Q: 3 clusters Score -3318090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3318086.500000 Penalty: 5033.544434
	Iteration 66Q: 3 clusters Score -3318086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3318094.500000 Penalty: 5033.544434
	Iteration 67Q: 3 clusters Score -3318094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3318101.750000 Penalty: 5033.544434
	Iteration 68Q: 3 clusters Score -3318102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3318106.500000 Penalty: 5033.544434
	Iteration 69Q: 3 clusters Score -3318106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3318108.750000 Penalty: 5033.544434
	Iteration 70Q: 3 clusters Score -3318109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3318108.750000 Penalty: 5033.544434
	Iteration 71Q: 3 clusters Score -3318109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3318112.750000 Penalty: 5033.544434
	Iteration 72Q: 3 clusters Score -3318113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3318109.500000 Penalty: 5033.544434
	Iteration 73Q: 3 clusters Score -3318110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3318107.750000 Penalty: 5033.544434
	Iteration 74Q: 3 clusters Score -3318108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3318114.500000 Penalty: 5033.544434
	Iteration 75Q: 3 clusters Score -3318114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3318111.000000 Penalty: 5033.544434
	Iteration 76Q: 3 clusters Score -3318111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3318112.250000 Penalty: 5033.544434
	Iteration 77Q: 3 clusters Score -3318112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3318110.750000 Penalty: 5033.544434
	Iteration 78Q: 3 clusters Score -3318111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3318111.750000 Penalty: 5033.544434
	Iteration 79Q: 3 clusters Score -3318112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3318111.750000 Penalty: 5033.544434
	Iteration 80F: 3 clusters Score -3318112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2888491.500000 Penalty: 2482.526367
	Iteration 0F: 2 clusters Score -2888492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2873121.750000 Penalty: 4965.052734
	Iteration 0F: 3 clusters Score -2873122 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2878187.750000 Penalty: 4965.052734
	Iteration 1F: 3 clusters Score -2878188 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2878601.750000 Penalty: 4965.052734
	Iteration 2F: 3 clusters Score -2878602 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2878934.000000 Penalty: 4965.052734
	Iteration 3Q: 3 clusters Score -2878934 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2879290.750000 Penalty: 4965.052734
	Iteration 4Q: 3 clusters Score -2879291 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2879667.000000 Penalty: 4965.052734
	Iteration 5Q: 3 clusters Score -2879667 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2880060.500000 Penalty: 4965.052734
	Iteration 6Q: 3 clusters Score -2880060 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2880484.000000 Penalty: 4965.052734
	Iteration 7Q: 3 clusters Score -2880484 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2880983.000000 Penalty: 4965.052734
	Iteration 8Q: 3 clusters Score -2880983 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2881547.250000 Penalty: 4965.052734
	Iteration 9Q: 3 clusters Score -2881547 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2882181.250000 Penalty: 4965.052734
	Iteration 10Q: 3 clusters Score -2882181 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2882813.750000 Penalty: 4965.052734
	Iteration 11Q: 3 clusters Score -2882814 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2883370.500000 Penalty: 4965.052734
	Iteration 12Q: 3 clusters Score -2883370 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2883738.250000 Penalty: 4965.052734
	Iteration 13Q: 3 clusters Score -2883738 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2883964.250000 Penalty: 4965.052734
	Iteration 14Q: 3 clusters Score -2883964 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2884074.250000 Penalty: 4965.052734
	Iteration 15Q: 3 clusters Score -2884074 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2884149.000000 Penalty: 4965.052734
	Iteration 16Q: 3 clusters Score -2884149 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2884206.000000 Penalty: 4965.052734
	Iteration 17Q: 3 clusters Score -2884206 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2884249.500000 Penalty: 4965.052734
	Iteration 18Q: 3 clusters Score -2884250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2884285.750000 Penalty: 4965.052734
	Iteration 19Q: 3 clusters Score -2884286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2884317.750000 Penalty: 4965.052734
	Iteration 20F: 3 clusters Score -2884318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2884346.000000 Penalty: 4965.052734
	Iteration 21Q: 3 clusters Score -2884346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2884357.750000 Penalty: 4965.052734
	Iteration 22Q: 3 clusters Score -2884358 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2884391.000000 Penalty: 4965.052734
	Iteration 23Q: 3 clusters Score -2884391 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2884411.750000 Penalty: 4965.052734
	Iteration 24Q: 3 clusters Score -2884412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2884425.750000 Penalty: 4965.052734
	Iteration 25Q: 3 clusters Score -2884426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2884440.750000 Penalty: 4965.052734
	Iteration 26Q: 3 clusters Score -2884441 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2884474.000000 Penalty: 4965.052734
	Iteration 27Q: 3 clusters Score -2884474 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2884499.750000 Penalty: 4965.052734
	Iteration 28Q: 3 clusters Score -2884500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2884512.000000 Penalty: 4965.052734
	Iteration 29Q: 3 clusters Score -2884512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2884534.750000 Penalty: 4965.052734
	Iteration 30Q: 3 clusters Score -2884535 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2884551.500000 Penalty: 4965.052734
	Iteration 31Q: 3 clusters Score -2884552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2884569.000000 Penalty: 4965.052734
	Iteration 32Q: 3 clusters Score -2884569 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2884603.500000 Penalty: 4965.052734
	Iteration 33Q: 3 clusters Score -2884604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2884648.500000 Penalty: 4965.052734
	Iteration 34Q: 3 clusters Score -2884648 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2884673.750000 Penalty: 4965.052734
	Iteration 35Q: 3 clusters Score -2884674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2884710.750000 Penalty: 4965.052734
	Iteration 36Q: 3 clusters Score -2884711 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2884748.500000 Penalty: 4965.052734
	Iteration 37Q: 3 clusters Score -2884748 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2884783.500000 Penalty: 4965.052734
	Iteration 38Q: 3 clusters Score -2884784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2884800.000000 Penalty: 4965.052734
	Iteration 39Q: 3 clusters Score -2884800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2884833.500000 Penalty: 4965.052734
	Iteration 40F: 3 clusters Score -2884834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2884856.500000 Penalty: 4965.052734
	Iteration 41Q: 3 clusters Score -2884856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2884887.750000 Penalty: 4965.052734
	Iteration 42Q: 3 clusters Score -2884888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2884901.250000 Penalty: 4965.052734
	Iteration 43Q: 3 clusters Score -2884901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2884934.500000 Penalty: 4965.052734
	Iteration 44Q: 3 clusters Score -2884934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2884944.750000 Penalty: 4965.052734
	Iteration 45Q: 3 clusters Score -2884945 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2884968.000000 Penalty: 4965.052734
	Iteration 46Q: 3 clusters Score -2884968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2884986.000000 Penalty: 4965.052734
	Iteration 47Q: 3 clusters Score -2884986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2885010.750000 Penalty: 4965.052734
	Iteration 48Q: 3 clusters Score -2885011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2885044.500000 Penalty: 4965.052734
	Iteration 49Q: 3 clusters Score -2885044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2885084.000000 Penalty: 4965.052734
	Iteration 50Q: 3 clusters Score -2885084 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2885109.750000 Penalty: 4965.052734
	Iteration 51Q: 3 clusters Score -2885110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2885134.250000 Penalty: 4965.052734
	Iteration 52Q: 3 clusters Score -2885134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2885154.250000 Penalty: 4965.052734
	Iteration 53Q: 3 clusters Score -2885154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2885194.750000 Penalty: 4965.052734
	Iteration 54Q: 3 clusters Score -2885195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2885203.500000 Penalty: 4965.052734
	Iteration 55Q: 3 clusters Score -2885204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2885218.000000 Penalty: 4965.052734
	Iteration 56Q: 3 clusters Score -2885218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2885251.500000 Penalty: 4965.052734
	Iteration 57Q: 3 clusters Score -2885252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2885268.750000 Penalty: 4965.052734
	Iteration 58Q: 3 clusters Score -2885269 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2885299.250000 Penalty: 4965.052734
	Iteration 59Q: 3 clusters Score -2885299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2885325.250000 Penalty: 4965.052734
	Iteration 60F: 3 clusters Score -2885325 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2885353.750000 Penalty: 4965.052734
	Iteration 61Q: 3 clusters Score -2885354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2885384.750000 Penalty: 4965.052734
	Iteration 62Q: 3 clusters Score -2885385 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2885419.500000 Penalty: 4965.052734
	Iteration 63Q: 3 clusters Score -2885420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2885442.500000 Penalty: 4965.052734
	Iteration 64Q: 3 clusters Score -2885442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2885470.500000 Penalty: 4965.052734
	Iteration 65Q: 3 clusters Score -2885470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2885491.250000 Penalty: 4965.052734
	Iteration 66Q: 3 clusters Score -2885491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2885504.500000 Penalty: 4965.052734
	Iteration 67Q: 3 clusters Score -2885504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2885517.000000 Penalty: 4965.052734
	Iteration 68Q: 3 clusters Score -2885517 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2885546.500000 Penalty: 4965.052734
	Iteration 69Q: 3 clusters Score -2885546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2885578.500000 Penalty: 4965.052734
	Iteration 70Q: 3 clusters Score -2885578 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2885591.750000 Penalty: 4965.052734
	Iteration 71Q: 3 clusters Score -2885592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2885619.500000 Penalty: 4965.052734
	Iteration 72Q: 3 clusters Score -2885620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2885638.000000 Penalty: 4965.052734
	Iteration 73Q: 3 clusters Score -2885638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2885657.750000 Penalty: 4965.052734
	Iteration 74Q: 3 clusters Score -2885658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2885677.250000 Penalty: 4965.052734
	Iteration 75Q: 3 clusters Score -2885677 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2885686.000000 Penalty: 4965.052734
	Iteration 76Q: 3 clusters Score -2885686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2885706.250000 Penalty: 4965.052734
	Iteration 77Q: 3 clusters Score -2885706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2885733.000000 Penalty: 4965.052734
	Iteration 78Q: 3 clusters Score -2885733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2885757.250000 Penalty: 4965.052734
	Iteration 79Q: 3 clusters Score -2885757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2885782.500000 Penalty: 4965.052734
	Iteration 80F: 3 clusters Score -2885782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2885800.000000 Penalty: 4965.052734
	Iteration 81Q: 3 clusters Score -2885800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2885818.250000 Penalty: 4965.052734
	Iteration 82Q: 3 clusters Score -2885818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2885844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2885871.250000 Penalty: 4965.052734
	Iteration 84Q: 3 clusters Score -2885871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2885899.250000 Penalty: 4965.052734
	Iteration 85Q: 3 clusters Score -2885899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2885922.000000 Penalty: 4965.052734
	Iteration 86Q: 3 clusters Score -2885922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2885960.750000 Penalty: 4965.052734
	Iteration 87Q: 3 clusters Score -2885961 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2885975.750000 Penalty: 4965.052734
	Iteration 88Q: 3 clusters Score -2885976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2885985.500000 Penalty: 4965.052734
	Iteration 89Q: 3 clusters Score -2885986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2885995.250000 Penalty: 4965.052734
	Iteration 90Q: 3 clusters Score -2885995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2886016.750000 Penalty: 4965.052734
	Iteration 91Q: 3 clusters Score -2886017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2886040.500000 Penalty: 4965.052734
	Iteration 92Q: 3 clusters Score -2886040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2886052.750000 Penalty: 4965.052734
	Iteration 93Q: 3 clusters Score -2886053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2886068.500000 Penalty: 4965.052734
	Iteration 94Q: 3 clusters Score -2886068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2886084.750000 Penalty: 4965.052734
	Iteration 95Q: 3 clusters Score -2886085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2886104.000000 Penalty: 4965.052734
	Iteration 96Q: 3 clusters Score -2886104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2886121.250000 Penalty: 4965.052734
	Iteration 97Q: 3 clusters Score -2886121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2886144.000000 Penalty: 4965.052734
	Iteration 98Q: 3 clusters Score -2886144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2886159.750000 Penalty: 4965.052734
	Iteration 99Q: 3 clusters Score -2886160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2886168.500000 Penalty: 4965.052734
	Iteration 100F: 3 clusters Score -2886168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2886189.500000 Penalty: 4965.052734
	Iteration 101Q: 3 clusters Score -2886190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2886206.250000 Penalty: 4965.052734
	Iteration 102Q: 3 clusters Score -2886206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2886223.750000 Penalty: 4965.052734
	Iteration 103Q: 3 clusters Score -2886224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2886243.750000 Penalty: 4965.052734
	Iteration 104Q: 3 clusters Score -2886244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2886252.000000 Penalty: 4965.052734
	Iteration 105Q: 3 clusters Score -2886252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2886264.000000 Penalty: 4965.052734
	Iteration 106Q: 3 clusters Score -2886264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2886276.500000 Penalty: 4965.052734
	Iteration 107Q: 3 clusters Score -2886276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2886280.000000 Penalty: 4965.052734
	Iteration 108Q: 3 clusters Score -2886280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2886285.250000 Penalty: 4965.052734
	Iteration 109Q: 3 clusters Score -2886285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2886286.750000 Penalty: 4965.052734
	Iteration 110Q: 3 clusters Score -2886287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2886284.250000 Penalty: 4965.052734
	Iteration 111Q: 3 clusters Score -2886284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2886299.250000 Penalty: 4965.052734
	Iteration 112Q: 3 clusters Score -2886299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2886298.250000 Penalty: 4965.052734
	Iteration 113Q: 3 clusters Score -2886298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2886302.250000 Penalty: 4965.052734
	Iteration 114Q: 3 clusters Score -2886302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2886305.750000 Penalty: 4965.052734
	Iteration 115Q: 3 clusters Score -2886306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2886313.250000 Penalty: 4965.052734
	Iteration 116Q: 3 clusters Score -2886313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2886313.250000 Penalty: 4965.052734
	Iteration 117Q: 3 clusters Score -2886313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2886314.000000 Penalty: 4965.052734
	Iteration 118Q: 3 clusters Score -2886314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2886320.000000 Penalty: 4965.052734
	Iteration 119Q: 3 clusters Score -2886320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2886319.250000 Penalty: 4965.052734
	Iteration 120F: 3 clusters Score -2886319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2886321.750000 Penalty: 4965.052734
	Iteration 121Q: 3 clusters Score -2886322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2886319.250000 Penalty: 4965.052734
	Iteration 122Q: 3 clusters Score -2886319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2886322.500000 Penalty: 4965.052734
	Iteration 123Q: 3 clusters Score -2886322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2886321.500000 Penalty: 4965.052734
	Iteration 124Q: 3 clusters Score -2886322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2886322.500000 Penalty: 4965.052734
	Iteration 125Q: 3 clusters Score -2886322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2886324.750000 Penalty: 4965.052734
	Iteration 126Q: 3 clusters Score -2886325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2886324.500000 Penalty: 4965.052734
	Iteration 127Q: 3 clusters Score -2886324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2886325.750000 Penalty: 4965.052734
	Iteration 128Q: 3 clusters Score -2886326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2886327.500000 Penalty: 4965.052734
	Iteration 129Q: 3 clusters Score -2886328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2886329.000000 Penalty: 4965.052734
	Iteration 130Q: 3 clusters Score -2886329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2886331.750000 Penalty: 4965.052734
	Iteration 131Q: 3 clusters Score -2886332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2886341.000000 Penalty: 4965.052734
	Iteration 132Q: 3 clusters Score -2886341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2886341.000000 Penalty: 4965.052734
	Iteration 133Q: 3 clusters Score -2886341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2886352.250000 Penalty: 4965.052734
	Iteration 134Q: 3 clusters Score -2886352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2886357.500000 Penalty: 4965.052734
	Iteration 135Q: 3 clusters Score -2886358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2886359.750000 Penalty: 4965.052734
	Iteration 136Q: 3 clusters Score -2886360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2886366.500000 Penalty: 4965.052734
	Iteration 137Q: 3 clusters Score -2886366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2886366.500000 Penalty: 4965.052734
	Iteration 138Q: 3 clusters Score -2886366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2886366.750000 Penalty: 4965.052734
	Iteration 139Q: 3 clusters Score -2886367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2886368.000000 Penalty: 4965.052734
	Iteration 140F: 3 clusters Score -2886368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2886370.500000 Penalty: 4965.052734
	Iteration 141Q: 3 clusters Score -2886370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2886375.000000 Penalty: 4965.052734
	Iteration 142Q: 3 clusters Score -2886375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2886376.250000 Penalty: 4965.052734
	Iteration 143Q: 3 clusters Score -2886376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2886377.500000 Penalty: 4965.052734
	Iteration 144Q: 3 clusters Score -2886378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2886383.500000 Penalty: 4965.052734
	Iteration 145Q: 3 clusters Score -2886384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2886384.500000 Penalty: 4965.052734
	Iteration 146Q: 3 clusters Score -2886384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2886387.750000 Penalty: 4965.052734
	Iteration 147Q: 3 clusters Score -2886388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2886390.000000 Penalty: 4965.052734
	Iteration 148Q: 3 clusters Score -2886390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2886394.000000 Penalty: 4965.052734
	Iteration 149Q: 3 clusters Score -2886394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2886395.250000 Penalty: 4965.052734
	Iteration 150Q: 3 clusters Score -2886395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2886399.750000 Penalty: 4965.052734
	Iteration 151Q: 3 clusters Score -2886400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2886403.500000 Penalty: 4965.052734
	Iteration 152Q: 3 clusters Score -2886404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2886405.750000 Penalty: 4965.052734
	Iteration 153Q: 3 clusters Score -2886406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2886408.000000 Penalty: 4965.052734
	Iteration 154Q: 3 clusters Score -2886408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2886408.000000 Penalty: 4965.052734
	Iteration 155F: 3 clusters Score -2886408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Entering Unmasked Estep 
Score: -22857464.000000 Penalty: 2998.977783
	Iteration 0F: 2 clusters Score -2.285746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -22740486.000000 Penalty: 5997.955566
	Iteration 0F: 3 clusters Score -2.274049e+07 nChanged 86108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -22790206.000000 Penalty: 5997.955566
	Iteration 1F: 3 clusters Score -2.279021e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -22791050.000000 Penalty: 5997.955566
	Iteration 2Q: 3 clusters Score -2.279105e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -22792246.000000 Penalty: 5997.955566
	Iteration 3Q: 3 clusters Score -2.279225e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -22793512.000000 Penalty: 5997.955566
	Iteration 4Q: 3 clusters Score -2.279351e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -22795334.000000 Penalty: 5997.955566
	Iteration 5Q: 3 clusters Score -2.279533e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -22797990.000000 Penalty: 5997.955566
	Iteration 6Q: 3 clusters Score -2.279799e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -22801756.000000 Penalty: 5997.955566
	Iteration 7Q: 3 clusters Score -2.280176e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 85167 members 
Entering Unmasked Estep 
Score: -22807584.000000 Penalty: 5997.955566
	Iteration 8F: 3 clusters Score -2.280758e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -22815862.000000 Penalty: 5997.955566
	Iteration 9F: 3 clusters Score -2.281586e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -22824934.000000 Penalty: 5997.955566
	Iteration 10F: 3 clusters Score -2.282493e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -22830902.000000 Penalty: 5997.955566
	Iteration 11F: 3 clusters Score -2.28309e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -22833452.000000 Penalty: 5997.955566
	Iteration 12Q: 3 clusters Score -2.283345e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -22834490.000000 Penalty: 5997.955566
	Iteration 13Q: 3 clusters Score -2.283449e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -22835318.000000 Penalty: 5997.955566
	Iteration 14Q: 3 clusters Score -2.283532e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -22836254.000000 Penalty: 5997.955566
	Iteration 15Q: 3 clusters Score -2.283625e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -22836836.000000 Penalty: 5997.955566
	Iteration 16Q: 3 clusters Score -2.283684e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -22837466.000000 Penalty: 5997.955566
	Iteration 17Q: 3 clusters Score -2.283747e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -22838212.000000 Penalty: 5997.955566
	Iteration 18Q: 3 clusters Score -2.283821e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -22838900.000000 Penalty: 5997.955566
	Iteration 19Q: 3 clusters Score -2.28389e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -22839658.000000 Penalty: 5997.955566
	Iteration 20F: 3 clusters Score -2.283966e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -22840438.000000 Penalty: 5997.955566
	Iteration 21Q: 3 clusters Score -2.284044e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113534 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -22841024.000000 Penalty: 5997.955566
	Iteration 22Q: 3 clusters Score -2.284102e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -22841802.000000 Penalty: 5997.955566
	Iteration 23Q: 3 clusters Score -2.28418e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117370 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -22842352.000000 Penalty: 5997.955566
	Iteration 24Q: 3 clusters Score -2.284235e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119334 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -22842976.000000 Penalty: 5997.955566
	Iteration 25Q: 3 clusters Score -2.284298e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -22843446.000000 Penalty: 5997.955566
	Iteration 26Q: 3 clusters Score -2.284345e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -22843944.000000 Penalty: 5997.955566
	Iteration 27Q: 3 clusters Score -2.284394e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125035 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -22844400.000000 Penalty: 5997.955566
	Iteration 28Q: 3 clusters Score -2.28444e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126832 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -22844826.000000 Penalty: 5997.955566
	Iteration 29Q: 3 clusters Score -2.284483e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -22845244.000000 Penalty: 5997.955566
	Iteration 30Q: 3 clusters Score -2.284524e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -22845544.000000 Penalty: 5997.955566
	Iteration 31Q: 3 clusters Score -2.284554e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132152 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -22845846.000000 Penalty: 5997.955566
	Iteration 32Q: 3 clusters Score -2.284585e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133941 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -22846382.000000 Penalty: 5997.955566
	Iteration 33Q: 3 clusters Score -2.284638e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135766 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -22846758.000000 Penalty: 5997.955566
	Iteration 34Q: 3 clusters Score -2.284676e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -22847220.000000 Penalty: 5997.955566
	Iteration 35Q: 3 clusters Score -2.284722e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -22847742.000000 Penalty: 5997.955566
	Iteration 36Q: 3 clusters Score -2.284774e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -22848244.000000 Penalty: 5997.955566
	Iteration 37Q: 3 clusters Score -2.284824e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143189 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -22848822.000000 Penalty: 5997.955566
	Iteration 38Q: 3 clusters Score -2.284882e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -22849342.000000 Penalty: 5997.955566
	Iteration 39Q: 3 clusters Score -2.284934e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -22849902.000000 Penalty: 5997.955566
	Iteration 40F: 3 clusters Score -2.28499e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149057 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -22850520.000000 Penalty: 5997.955566
	Iteration 41Q: 3 clusters Score -2.285052e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -22850974.000000 Penalty: 5997.955566
	Iteration 42Q: 3 clusters Score -2.285097e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -22851416.000000 Penalty: 5997.955566
	Iteration 43Q: 3 clusters Score -2.285142e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -22851908.000000 Penalty: 5997.955566
	Iteration 44Q: 3 clusters Score -2.285191e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -22852444.000000 Penalty: 5997.955566
	Iteration 45Q: 3 clusters Score -2.285244e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -22852886.000000 Penalty: 5997.955566
	Iteration 46Q: 3 clusters Score -2.285289e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160455 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -22853378.000000 Penalty: 5997.955566
	Iteration 47Q: 3 clusters Score -2.285338e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -22853702.000000 Penalty: 5997.955566
	Iteration 48Q: 3 clusters Score -2.28537e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163751 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -22854096.000000 Penalty: 5997.955566
	Iteration 49Q: 3 clusters Score -2.28541e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -22854412.000000 Penalty: 5997.955566
	Iteration 50Q: 3 clusters Score -2.285441e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -22854634.000000 Penalty: 5997.955566
	Iteration 51Q: 3 clusters Score -2.285463e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -22854914.000000 Penalty: 5997.955566
	Iteration 52Q: 3 clusters Score -2.285491e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168751 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -22855142.000000 Penalty: 5997.955566
	Iteration 53Q: 3 clusters Score -2.285514e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169705 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -22855294.000000 Penalty: 5997.955566
	Iteration 54Q: 3 clusters Score -2.285529e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -22855316.000000 Penalty: 5997.955566
	Iteration 55Q: 3 clusters Score -2.285532e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -22855462.000000 Penalty: 5997.955566
	Iteration 56Q: 3 clusters Score -2.285546e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -22855510.000000 Penalty: 5997.955566
	Iteration 57Q: 3 clusters Score -2.285551e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172461 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -22855662.000000 Penalty: 5997.955566
	Iteration 58Q: 3 clusters Score -2.285566e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172935 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -22855592.000000 Penalty: 5997.955566
	Iteration 59Q: 3 clusters Score -2.285559e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173350 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -22855672.000000 Penalty: 5997.955566
	Iteration 60F: 3 clusters Score -2.285567e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173742 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -22855684.000000 Penalty: 5997.955566
	Iteration 61Q: 3 clusters Score -2.285568e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -22855722.000000 Penalty: 5997.955566
	Iteration 62Q: 3 clusters Score -2.285572e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -22855776.000000 Penalty: 5997.955566
	Iteration 63Q: 3 clusters Score -2.285578e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -22855780.000000 Penalty: 5997.955566
	Iteration 64Q: 3 clusters Score -2.285578e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174880 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -22855734.000000 Penalty: 5997.955566
	Iteration 65Q: 3 clusters Score -2.285573e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175071 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -22855742.000000 Penalty: 5997.955566
	Iteration 66Q: 3 clusters Score -2.285574e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175235 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -22855734.000000 Penalty: 5997.955566
	Iteration 67Q: 3 clusters Score -2.285573e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175370 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -22855738.000000 Penalty: 5997.955566
	Iteration 68Q: 3 clusters Score -2.285574e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -22855718.000000 Penalty: 5997.955566
	Iteration 69Q: 3 clusters Score -2.285572e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175575 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -22855738.000000 Penalty: 5997.955566
	Iteration 70Q: 3 clusters Score -2.285574e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22855722.000000 Penalty: 5997.955566
	Iteration 71Q: 3 clusters Score -2.285572e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -22855766.000000 Penalty: 5997.955566
	Iteration 72Q: 3 clusters Score -2.285577e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175780 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22855756.000000 Penalty: 5997.955566
	Iteration 73Q: 3 clusters Score -2.285576e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175838 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22855740.000000 Penalty: 5997.955566
	Iteration 74Q: 3 clusters Score -2.285574e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22855736.000000 Penalty: 5997.955566
	Iteration 75Q: 3 clusters Score -2.285574e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175945 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22855744.000000 Penalty: 5997.955566
	Iteration 76Q: 3 clusters Score -2.285574e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175989 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22855734.000000 Penalty: 5997.955566
	Iteration 77Q: 3 clusters Score -2.285573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22855702.000000 Penalty: 5997.955566
	Iteration 78Q: 3 clusters Score -2.28557e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -22855708.000000 Penalty: 5997.955566
	Iteration 79Q: 3 clusters Score -2.285571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176077 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22855688.000000 Penalty: 5997.955566
	Iteration 80F: 3 clusters Score -2.285569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -22855716.000000 Penalty: 5997.955566
	Iteration 81Q: 3 clusters Score -2.285572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22855750.000000 Penalty: 5997.955566
	Iteration 82Q: 3 clusters Score -2.285575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176146 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22855736.000000 Penalty: 5997.955566
	Iteration 83Q: 3 clusters Score -2.285574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176162 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -22855710.000000 Penalty: 5997.955566
	Iteration 84Q: 3 clusters Score -2.285571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176183 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22855696.000000 Penalty: 5997.955566
	Iteration 85Q: 3 clusters Score -2.28557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176205 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -22855708.000000 Penalty: 5997.955566
	Iteration 86Q: 3 clusters Score -2.285571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176233 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -22855680.000000 Penalty: 5997.955566
	Iteration 87Q: 3 clusters Score -2.285568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -22855698.000000 Penalty: 5997.955566
	Iteration 88Q: 3 clusters Score -2.28557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176274 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -22855712.000000 Penalty: 5997.955566
	Iteration 89Q: 3 clusters Score -2.285571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -22855738.000000 Penalty: 5997.955566
	Iteration 90Q: 3 clusters Score -2.285574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22855740.000000 Penalty: 5997.955566
	Iteration 91Q: 3 clusters Score -2.285574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176311 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -22855736.000000 Penalty: 5997.955566
	Iteration 92Q: 3 clusters Score -2.285574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22855734.000000 Penalty: 5997.955566
	Iteration 93Q: 3 clusters Score -2.285573e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176347 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22855724.000000 Penalty: 5997.955566
	Iteration 94Q: 3 clusters Score -2.285572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176369 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22855734.000000 Penalty: 5997.955566
	Iteration 95Q: 3 clusters Score -2.285573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176381 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -22855748.000000 Penalty: 5997.955566
	Iteration 96Q: 3 clusters Score -2.285575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176390 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -22855740.000000 Penalty: 5997.955566
	Iteration 97Q: 3 clusters Score -2.285574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176397 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22855744.000000 Penalty: 5997.955566
	Iteration 98Q: 3 clusters Score -2.285574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176398 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -22855750.000000 Penalty: 5997.955566
	Iteration 99Q: 3 clusters Score -2.285575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22855758.000000 Penalty: 5997.955566
	Iteration 100F: 3 clusters Score -2.285576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22855746.000000 Penalty: 5997.955566
	Iteration 101Q: 3 clusters Score -2.285575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176404 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -22855750.000000 Penalty: 5997.955566
	Iteration 102Q: 3 clusters Score -2.285575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22855758.000000 Penalty: 5997.955566
	Iteration 103Q: 3 clusters Score -2.285576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22855758.000000 Penalty: 5997.955566
	Iteration 104F: 3 clusters Score -2.285576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -2726952.500000 Penalty: 2467.810547
	Iteration 0F: 2 clusters Score -2726952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2712269.000000 Penalty: 4935.621094
	Iteration 0F: 3 clusters Score -2712269 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2717132.250000 Penalty: 4935.621094
	Iteration 1F: 3 clusters Score -2717132 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2717516.250000 Penalty: 4935.621094
	Iteration 2F: 3 clusters Score -2717516 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2717838.750000 Penalty: 4935.621094
	Iteration 3Q: 3 clusters Score -2717839 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2718174.750000 Penalty: 4935.621094
	Iteration 4Q: 3 clusters Score -2718175 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2718614.750000 Penalty: 4935.621094
	Iteration 5Q: 3 clusters Score -2718615 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2719162.000000 Penalty: 4935.621094
	Iteration 6Q: 3 clusters Score -2719162 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2719830.750000 Penalty: 4935.621094
	Iteration 7F: 3 clusters Score -2719831 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2720666.750000 Penalty: 4935.621094
	Iteration 8F: 3 clusters Score -2720667 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2721660.750000 Penalty: 4935.621094
	Iteration 9F: 3 clusters Score -2721661 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2722610.500000 Penalty: 4935.621094
	Iteration 10F: 3 clusters Score -2722610 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2723314.250000 Penalty: 4935.621094
	Iteration 11Q: 3 clusters Score -2723314 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2723821.000000 Penalty: 4935.621094
	Iteration 12Q: 3 clusters Score -2723821 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2724188.000000 Penalty: 4935.621094
	Iteration 13Q: 3 clusters Score -2724188 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2724440.250000 Penalty: 4935.621094
	Iteration 14Q: 3 clusters Score -2724440 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2724608.250000 Penalty: 4935.621094
	Iteration 15Q: 3 clusters Score -2724608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2724706.250000 Penalty: 4935.621094
	Iteration 16Q: 3 clusters Score -2724706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2724772.750000 Penalty: 4935.621094
	Iteration 17Q: 3 clusters Score -2724773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2724827.750000 Penalty: 4935.621094
	Iteration 18Q: 3 clusters Score -2724828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2724862.750000 Penalty: 4935.621094
	Iteration 19Q: 3 clusters Score -2724863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2724883.750000 Penalty: 4935.621094
	Iteration 20F: 3 clusters Score -2724884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2724906.000000 Penalty: 4935.621094
	Iteration 21Q: 3 clusters Score -2724906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2724920.500000 Penalty: 4935.621094
	Iteration 22Q: 3 clusters Score -2724920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2724923.250000 Penalty: 4935.621094
	Iteration 23Q: 3 clusters Score -2724923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2724934.750000 Penalty: 4935.621094
	Iteration 24Q: 3 clusters Score -2724935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2724948.000000 Penalty: 4935.621094
	Iteration 25Q: 3 clusters Score -2724948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2724954.250000 Penalty: 4935.621094
	Iteration 26Q: 3 clusters Score -2724954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2724963.750000 Penalty: 4935.621094
	Iteration 27Q: 3 clusters Score -2724964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2724960.500000 Penalty: 4935.621094
	Iteration 28Q: 3 clusters Score -2724960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2724960.500000 Penalty: 4935.621094
	Iteration 29F: 3 clusters Score -2724960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -46015.753906 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -46015.75 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 227 members 
Entering Unmasked Estep 
Score: -44672.289062 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -44672.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44866.800781 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -44866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44940.679688 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -44940.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44961.007812 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -44961.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44975.914062 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -44975.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45057.687500 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -45057.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45093.175781 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -45093.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45118.710938 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -45118.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45137.277344 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -45137.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45145.632812 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -45145.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45158.816406 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -45158.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45164.523438 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -45164.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45166.800781 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -45166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -45166.800781 Penalty: 3022.410645
	Iteration 13F: 3 clusters Score -45166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200121 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131917 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178555 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287592.000000 Penalty: 53843.792969
Iteration 239Q: 17 clusters Score -9.828759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200124 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131914 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72963 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178556 members 
Mstep: Class 18 contains 20970 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287552.000000 Penalty: 53843.792969
Iteration 240F: 17 clusters Score -9.828755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200128 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131909 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91336 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25547 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20971 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287576.000000 Penalty: 53843.792969
Iteration 241Q: 17 clusters Score -9.828758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200132 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131902 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91337 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20972 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287600.000000 Penalty: 53843.792969
Iteration 242Q: 17 clusters Score -9.82876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200134 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131899 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91337 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178559 members 
Mstep: Class 18 contains 20972 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287624.000000 Penalty: 53843.792969
Iteration 243Q: 17 clusters Score -9.828762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200134 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131897 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91337 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22252 members 
Mstep: Class 17 contains 178560 members 
Mstep: Class 18 contains 20973 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287600.000000 Penalty: 53843.792969
Iteration 244Q: 17 clusters Score -9.82876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200136 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131895 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91337 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287616.000000 Penalty: 53843.792969
Iteration 245Q: 17 clusters Score -9.828762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200137 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131894 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178556 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287616.000000 Penalty: 53843.792969
Iteration 246Q: 17 clusters Score -9.828762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200137 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131893 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178557 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287608.000000 Penalty: 53843.792969
Iteration 247Q: 17 clusters Score -9.828761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200137 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131892 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287632.000000 Penalty: 53843.792969
Iteration 248Q: 17 clusters Score -9.828763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200137 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131892 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287632.000000 Penalty: 53843.792969
Iteration 249F: 17 clusters Score -9.828763e+07 nChanged 0
Entering ConstructFrom: 
Score: -98287632.000000 Penalty: 53843.792969
Entering ConstructFrom: 
Trying to split cluster 1 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -112772.265625 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -112772.3 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 534 members 
Entering Unmasked Estep 
Score: -110906.414062 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -110906.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111650.843750 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -111650.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -112090.726562 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -112090.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112282.742188 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -112282.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112368.406250 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -112368.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -112449.429688 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -112449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -112495.750000 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -112495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -112515.328125 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -112515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -112524.835938 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -112524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112535.664062 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -112535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -112552.929688 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -112552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -112566.429688 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -112566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -112574.554688 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -112574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -112576.601562 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -112576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -112577.835938 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -112577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -112577.835938 Penalty: 3449.500977
	Iteration 15F: 3 clusters Score -112577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -459109.218750 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -459109.2 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 1822 members 
Entering Unmasked Estep 
Score: -455399.937500 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -455399.9 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -456231.750000 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -456231.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -456440.406250 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -456440.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -456572.093750 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -456572.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -456690.125000 Penalty: 4074.374756
	Iteration 4Q: 3 clusters Score -456690.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -456778.656250 Penalty: 4074.374756
	Iteration 5Q: 3 clusters Score -456778.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -456860.062500 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -456860.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -456932.062500 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -456932.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -456980.250000 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -456980.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -457014.468750 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -457014.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -457046.875000 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -457046.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -457079.093750 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -457079.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -457115.656250 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -457115.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -457147.343750 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -457147.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -457175.000000 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -457175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -457204.625000 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -457204.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -457242.750000 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -457242.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -457280.656250 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -457280.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -457314.156250 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -457314.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -457352.437500 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -457352.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -457403.968750 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -457404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -457460.500000 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -457460.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -457511.843750 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -457511.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -457568.781250 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -457568.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -457627.781250 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -457627.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -457676.750000 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -457676.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -457722.625000 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -457722.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -457762.843750 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -457762.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -457803.843750 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -457803.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -457834.062500 Penalty: 4074.374756
	Iteration 29Q: 3 clusters Score -457834.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -457851.843750 Penalty: 4074.374756
	Iteration 30Q: 3 clusters Score -457851.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -457867.375000 Penalty: 4074.374756
	Iteration 31Q: 3 clusters Score -457867.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -457880.593750 Penalty: 4074.374756
	Iteration 32Q: 3 clusters Score -457880.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -457897.250000 Penalty: 4074.374756
	Iteration 33Q: 3 clusters Score -457897.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -457912.812500 Penalty: 4074.374756
	Iteration 34Q: 3 clusters Score -457912.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -457925.468750 Penalty: 4074.374756
	Iteration 35Q: 3 clusters Score -457925.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -457932.625000 Penalty: 4074.374756
	Iteration 36Q: 3 clusters Score -457932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -457934.968750 Penalty: 4074.374756
	Iteration 37Q: 3 clusters Score -457935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -457937.468750 Penalty: 4074.374756
	Iteration 38Q: 3 clusters Score -457937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -457942.687500 Penalty: 4074.374756
	Iteration 39Q: 3 clusters Score -457942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -457949.500000 Penalty: 4074.374756
	Iteration 40F: 3 clusters Score -457949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -457954.218750 Penalty: 4074.374756
	Iteration 41Q: 3 clusters Score -457954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -457960.843750 Penalty: 4074.374756
	Iteration 42Q: 3 clusters Score -457960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -457963.187500 Penalty: 4074.374756
	Iteration 43Q: 3 clusters Score -457963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -457966.875000 Penalty: 4074.374756
	Iteration 44Q: 3 clusters Score -457966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -457966.937500 Penalty: 4074.374756
	Iteration 45Q: 3 clusters Score -457966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -457968.656250 Penalty: 4074.374756
	Iteration 46Q: 3 clusters Score -457968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -457969.312500 Penalty: 4074.374756
	Iteration 47Q: 3 clusters Score -457969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -457969.906250 Penalty: 4074.374756
	Iteration 48Q: 3 clusters Score -457969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -457970.593750 Penalty: 4074.374756
	Iteration 49Q: 3 clusters Score -457970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -457970.593750 Penalty: 4074.374756
	Iteration 50F: 3 clusters Score -457970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (200137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200137 members 
Entering Unmasked Estep 
Score: -25600112.000000 Penalty: 3027.275879
	Iteration 0F: 2 clusters Score -2.560011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -25471084.000000 Penalty: 6054.551758
	Iteration 0F: 3 clusters Score -2.547108e+07 nChanged 96490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -25527644.000000 Penalty: 6054.551758
	Iteration 1F: 3 clusters Score -2.552764e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -25528694.000000 Penalty: 6054.551758
	Iteration 2Q: 3 clusters Score -2.552869e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -25530276.000000 Penalty: 6054.551758
	Iteration 3Q: 3 clusters Score -2.553028e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -25533304.000000 Penalty: 6054.551758
	Iteration 4Q: 3 clusters Score -2.55333e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
Score: -25537774.000000 Penalty: 6054.551758
	Iteration 5Q: 3 clusters Score -2.553777e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -25545640.000000 Penalty: 6054.551758
	Iteration 6F: 3 clusters Score -2.554564e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 130950 members 
Entering Unmasked Estep 
Score: -25557854.000000 Penalty: 6054.551758
	Iteration 7F: 3 clusters Score -2.555785e+07 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 140319 members 
Entering Unmasked Estep 
Score: -25573312.000000 Penalty: 6054.551758
	Iteration 8F: 3 clusters Score -2.557331e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -25585790.000000 Penalty: 6054.551758
	Iteration 9F: 3 clusters Score -2.558579e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -25591204.000000 Penalty: 6054.551758
	Iteration 10Q: 3 clusters Score -2.55912e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -25593350.000000 Penalty: 6054.551758
	Iteration 11Q: 3 clusters Score -2.559335e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -25594788.000000 Penalty: 6054.551758
	Iteration 12Q: 3 clusters Score -2.559479e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -25596040.000000 Penalty: 6054.551758
	Iteration 13Q: 3 clusters Score -2.559604e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 158933 members 
Entering Unmasked Estep 
Score: -25597014.000000 Penalty: 6054.551758
	Iteration 14Q: 3 clusters Score -2.559701e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -25597680.000000 Penalty: 6054.551758
	Iteration 15Q: 3 clusters Score -2.559768e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -25598312.000000 Penalty: 6054.551758
	Iteration 16Q: 3 clusters Score -2.559831e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -25598818.000000 Penalty: 6054.551758
	Iteration 17Q: 3 clusters Score -2.559882e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -25599096.000000 Penalty: 6054.551758
	Iteration 18Q: 3 clusters Score -2.55991e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 167182 members 
Entering Unmasked Estep 
Score: -25599464.000000 Penalty: 6054.551758
	Iteration 19Q: 3 clusters Score -2.559946e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -25599666.000000 Penalty: 6054.551758
	Iteration 20F: 3 clusters Score -2.559967e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -25599764.000000 Penalty: 6054.551758
	Iteration 21Q: 3 clusters Score -2.559976e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 171197 members 
Entering Unmasked Estep 
Score: -25599932.000000 Penalty: 6054.551758
	Iteration 22Q: 3 clusters Score -2.559993e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -25600042.000000 Penalty: 6054.551758
	Iteration 23Q: 3 clusters Score -2.560004e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -25600264.000000 Penalty: 6054.551758
	Iteration 24Q: 3 clusters Score -2.560026e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -25600414.000000 Penalty: 6054.551758
	Iteration 25Q: 3 clusters Score -2.560041e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -25600468.000000 Penalty: 6054.551758
	Iteration 26Q: 3 clusters Score -2.560047e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 176429 members 
Entering Unmasked Estep 
Score: -25600496.000000 Penalty: 6054.551758
	Iteration 27Q: 3 clusters Score -2.56005e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 177356 members 
Entering Unmasked Estep 
Score: -25600338.000000 Penalty: 6054.551758
	Iteration 28Q: 3 clusters Score -2.560034e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 178265 members 
Entering Unmasked Estep 
Score: -25600338.000000 Penalty: 6054.551758
	Iteration 29Q: 3 clusters Score -2.560034e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 179149 members 
Entering Unmasked Estep 
Score: -25600324.000000 Penalty: 6054.551758
	Iteration 30Q: 3 clusters Score -2.560032e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 179957 members 
Entering Unmasked Estep 
Score: -25600278.000000 Penalty: 6054.551758
	Iteration 31Q: 3 clusters Score -2.560028e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 180731 members 
Entering Unmasked Estep 
Score: -25600304.000000 Penalty: 6054.551758
	Iteration 32Q: 3 clusters Score -2.56003e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 181527 members 
Entering Unmasked Estep 
Score: -25600248.000000 Penalty: 6054.551758
	Iteration 33Q: 3 clusters Score -2.560025e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 182310 members 
Entering Unmasked Estep 
Score: -25600254.000000 Penalty: 6054.551758
	Iteration 34Q: 3 clusters Score -2.560025e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 182990 members 
Entering Unmasked Estep 
Score: -25600208.000000 Penalty: 6054.551758
	Iteration 35Q: 3 clusters Score -2.560021e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 183646 members 
Entering Unmasked Estep 
Score: -25600160.000000 Penalty: 6054.551758
	Iteration 36Q: 3 clusters Score -2.560016e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 184250 members 
Entering Unmasked Estep 
Score: -25600102.000000 Penalty: 6054.551758
	Iteration 37Q: 3 clusters Score -2.56001e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 184808 members 
Entering Unmasked Estep 
Score: -25600110.000000 Penalty: 6054.551758
	Iteration 38Q: 3 clusters Score -2.560011e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 185359 members 
Entering Unmasked Estep 
Score: -25600134.000000 Penalty: 6054.551758
	Iteration 39Q: 3 clusters Score -2.560013e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -25600104.000000 Penalty: 6054.551758
	Iteration 40F: 3 clusters Score -2.56001e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 186450 members 
Entering Unmasked Estep 
Score: -25600120.000000 Penalty: 6054.551758
	Iteration 41Q: 3 clusters Score -2.560012e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 186941 members 
Entering Unmasked Estep 
Score: -25600076.000000 Penalty: 6054.551758
	Iteration 42Q: 3 clusters Score -2.560008e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 187382 members 
Entering Unmasked Estep 
Score: -25600022.000000 Penalty: 6054.551758
	Iteration 43Q: 3 clusters Score -2.560002e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 187787 members 
Entering Unmasked Estep 
Score: -25599922.000000 Penalty: 6054.551758
	Iteration 44Q: 3 clusters Score -2.559992e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 188165 members 
Entering Unmasked Estep 
Score: -25599912.000000 Penalty: 6054.551758
	Iteration 45Q: 3 clusters Score -2.559991e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 188522 members 
Entering Unmasked Estep 
Score: -25599888.000000 Penalty: 6054.551758
	Iteration 46Q: 3 clusters Score -2.559989e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 188893 members 
Entering Unmasked Estep 
Score: -25599924.000000 Penalty: 6054.551758
	Iteration 47Q: 3 clusters Score -2.559992e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -25599918.000000 Penalty: 6054.551758
	Iteration 48Q: 3 clusters Score -2.559992e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 189579 members 
Entering Unmasked Estep 
Score: -25599892.000000 Penalty: 6054.551758
	Iteration 49Q: 3 clusters Score -2.559989e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -25599780.000000 Penalty: 6054.551758
	Iteration 50Q: 3 clusters Score -2.559978e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 190180 members 
Entering Unmasked Estep 
Score: -25599690.000000 Penalty: 6054.551758
	Iteration 51Q: 3 clusters Score -2.559969e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 190463 members 
Entering Unmasked Estep 
Score: -25599612.000000 Penalty: 6054.551758
	Iteration 52Q: 3 clusters Score -2.559961e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 190729 members 
Entering Unmasked Estep 
Score: -25599650.000000 Penalty: 6054.551758
	Iteration 53Q: 3 clusters Score -2.559965e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 191003 members 
Entering Unmasked Estep 
Score: -25599658.000000 Penalty: 6054.551758
	Iteration 54Q: 3 clusters Score -2.559966e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 191259 members 
Entering Unmasked Estep 
Score: -25599676.000000 Penalty: 6054.551758
	Iteration 55Q: 3 clusters Score -2.559968e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 191492 members 
Entering Unmasked Estep 
Score: -25599640.000000 Penalty: 6054.551758
	Iteration 56Q: 3 clusters Score -2.559964e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 191715 members 
Entering Unmasked Estep 
Score: -25599650.000000 Penalty: 6054.551758
	Iteration 57Q: 3 clusters Score -2.559965e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 191922 members 
Entering Unmasked Estep 
Score: -25599664.000000 Penalty: 6054.551758
	Iteration 58Q: 3 clusters Score -2.559966e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -25599592.000000 Penalty: 6054.551758
	Iteration 59Q: 3 clusters Score -2.559959e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 192353 members 
Entering Unmasked Estep 
Score: -25599534.000000 Penalty: 6054.551758
	Iteration 60F: 3 clusters Score -2.559953e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 192562 members 
Entering Unmasked Estep 
Score: -25599498.000000 Penalty: 6054.551758
	Iteration 61Q: 3 clusters Score -2.55995e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 192767 members 
Entering Unmasked Estep 
Score: -25599512.000000 Penalty: 6054.551758
	Iteration 62Q: 3 clusters Score -2.559951e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 192942 members 
Entering Unmasked Estep 
Score: -25599482.000000 Penalty: 6054.551758
	Iteration 63Q: 3 clusters Score -2.559948e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 193104 members 
Entering Unmasked Estep 
Score: -25599488.000000 Penalty: 6054.551758
	Iteration 64Q: 3 clusters Score -2.559949e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 193255 members 
Entering Unmasked Estep 
Score: -25599418.000000 Penalty: 6054.551758
	Iteration 65Q: 3 clusters Score -2.559942e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 193386 members 
Entering Unmasked Estep 
Score: -25599398.000000 Penalty: 6054.551758
	Iteration 66Q: 3 clusters Score -2.55994e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 193498 members 
Entering Unmasked Estep 
Score: -25599380.000000 Penalty: 6054.551758
	Iteration 67Q: 3 clusters Score -2.559938e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 193622 members 
Entering Unmasked Estep 
Score: -25599344.000000 Penalty: 6054.551758
	Iteration 68Q: 3 clusters Score -2.559934e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 193742 members 
Entering Unmasked Estep 
Score: -25599256.000000 Penalty: 6054.551758
	Iteration 69Q: 3 clusters Score -2.559926e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 193842 members 
Entering Unmasked Estep 
Score: -25599238.000000 Penalty: 6054.551758
	Iteration 70Q: 3 clusters Score -2.559924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 193935 members 
Entering Unmasked Estep 
Score: -25599178.000000 Penalty: 6054.551758
	Iteration 71Q: 3 clusters Score -2.559918e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 194049 members 
Entering Unmasked Estep 
Score: -25599156.000000 Penalty: 6054.551758
	Iteration 72Q: 3 clusters Score -2.559916e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 194147 members 
Entering Unmasked Estep 
Score: -25599146.000000 Penalty: 6054.551758
	Iteration 73Q: 3 clusters Score -2.559915e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 194243 members 
Entering Unmasked Estep 
Score: -25599132.000000 Penalty: 6054.551758
	Iteration 74Q: 3 clusters Score -2.559913e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 194320 members 
Entering Unmasked Estep 
Score: -25599126.000000 Penalty: 6054.551758
	Iteration 75Q: 3 clusters Score -2.559913e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 194398 members 
Entering Unmasked Estep 
Score: -25599130.000000 Penalty: 6054.551758
	Iteration 76Q: 3 clusters Score -2.559913e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 194472 members 
Entering Unmasked Estep 
Score: -25599104.000000 Penalty: 6054.551758
	Iteration 77Q: 3 clusters Score -2.55991e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 194542 members 
Entering Unmasked Estep 
Score: -25599058.000000 Penalty: 6054.551758
	Iteration 78Q: 3 clusters Score -2.559906e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 194614 members 
Entering Unmasked Estep 
Score: -25599034.000000 Penalty: 6054.551758
	Iteration 79Q: 3 clusters Score -2.559903e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 194693 members 
Entering Unmasked Estep 
Score: -25598988.000000 Penalty: 6054.551758
	Iteration 80F: 3 clusters Score -2.559899e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 194767 members 
Entering Unmasked Estep 
Score: -25598966.000000 Penalty: 6054.551758
	Iteration 81Q: 3 clusters Score -2.559897e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 194831 members 
Entering Unmasked Estep 
Score: -25598968.000000 Penalty: 6054.551758
	Iteration 82Q: 3 clusters Score -2.559897e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 194906 members 
Entering Unmasked Estep 
Score: -25598956.000000 Penalty: 6054.551758
	Iteration 83Q: 3 clusters Score -2.559896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
Score: -25598922.000000 Penalty: 6054.551758
	Iteration 84Q: 3 clusters Score -2.559892e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 195051 members 
Entering Unmasked Estep 
Score: -25598932.000000 Penalty: 6054.551758
	Iteration 85Q: 3 clusters Score -2.559893e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 195124 members 
Entering Unmasked Estep 
Score: -25598902.000000 Penalty: 6054.551758
	Iteration 86Q: 3 clusters Score -2.55989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 195193 members 
Entering Unmasked Estep 
Score: -25598926.000000 Penalty: 6054.551758
	Iteration 87Q: 3 clusters Score -2.559893e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 195262 members 
Entering Unmasked Estep 
Score: -25598954.000000 Penalty: 6054.551758
	Iteration 88Q: 3 clusters Score -2.559895e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 195315 members 
Entering Unmasked Estep 
Score: -25598918.000000 Penalty: 6054.551758
	Iteration 89Q: 3 clusters Score -2.559892e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 195372 members 
Entering Unmasked Estep 
Score: -25598850.000000 Penalty: 6054.551758
	Iteration 90Q: 3 clusters Score -2.559885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -25598870.000000 Penalty: 6054.551758
	Iteration 91Q: 3 clusters Score -2.559887e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 195472 members 
Entering Unmasked Estep 
Score: -25598866.000000 Penalty: 6054.551758
	Iteration 92Q: 3 clusters Score -2.559887e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 195532 members 
Entering Unmasked Estep 
Score: -25598830.000000 Penalty: 6054.551758
	Iteration 93Q: 3 clusters Score -2.559883e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 195588 members 
Entering Unmasked Estep 
Score: -25598816.000000 Penalty: 6054.551758
	Iteration 94Q: 3 clusters Score -2.559882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 195645 members 
Entering Unmasked Estep 
Score: -25598808.000000 Penalty: 6054.551758
	Iteration 95Q: 3 clusters Score -2.559881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -25598810.000000 Penalty: 6054.551758
	Iteration 96Q: 3 clusters Score -2.559881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -25598796.000000 Penalty: 6054.551758
	Iteration 97Q: 3 clusters Score -2.55988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 195799 members 
Entering Unmasked Estep 
Score: -25598804.000000 Penalty: 6054.551758
	Iteration 98Q: 3 clusters Score -2.55988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 195838 members 
Entering Unmasked Estep 
Score: -25598830.000000 Penalty: 6054.551758
	Iteration 99Q: 3 clusters Score -2.559883e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 195877 members 
Entering Unmasked Estep 
Score: -25598806.000000 Penalty: 6054.551758
	Iteration 100F: 3 clusters Score -2.559881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -25598772.000000 Penalty: 6054.551758
	Iteration 101Q: 3 clusters Score -2.559877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 195947 members 
Entering Unmasked Estep 
Score: -25598756.000000 Penalty: 6054.551758
	Iteration 102Q: 3 clusters Score -2.559876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -25598756.000000 Penalty: 6054.551758
	Iteration 103Q: 3 clusters Score -2.559876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 196024 members 
Entering Unmasked Estep 
Score: -25598752.000000 Penalty: 6054.551758
	Iteration 104Q: 3 clusters Score -2.559875e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 196068 members 
Entering Unmasked Estep 
Score: -25598752.000000 Penalty: 6054.551758
	Iteration 105Q: 3 clusters Score -2.559875e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 196133 members 
Entering Unmasked Estep 
Score: -25598728.000000 Penalty: 6054.551758
	Iteration 106Q: 3 clusters Score -2.559873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 196183 members 
Entering Unmasked Estep 
Score: -25598730.000000 Penalty: 6054.551758
	Iteration 107Q: 3 clusters Score -2.559873e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 196224 members 
Entering Unmasked Estep 
Score: -25598724.000000 Penalty: 6054.551758
	Iteration 108Q: 3 clusters Score -2.559872e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 196257 members 
Entering Unmasked Estep 
Score: -25598690.000000 Penalty: 6054.551758
	Iteration 109Q: 3 clusters Score -2.559869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 196285 members 
Entering Unmasked Estep 
Score: -25598660.000000 Penalty: 6054.551758
	Iteration 110Q: 3 clusters Score -2.559866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 196318 members 
Entering Unmasked Estep 
Score: -25598684.000000 Penalty: 6054.551758
	Iteration 111Q: 3 clusters Score -2.559868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 196351 members 
Entering Unmasked Estep 
Score: -25598716.000000 Penalty: 6054.551758
	Iteration 112Q: 3 clusters Score -2.559872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 196378 members 
Entering Unmasked Estep 
Score: -25598674.000000 Penalty: 6054.551758
	Iteration 113Q: 3 clusters Score -2.559867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 196405 members 
Entering Unmasked Estep 
Score: -25598692.000000 Penalty: 6054.551758
	Iteration 114Q: 3 clusters Score -2.559869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 196430 members 
Entering Unmasked Estep 
Score: -25598718.000000 Penalty: 6054.551758
	Iteration 115Q: 3 clusters Score -2.559872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -25598724.000000 Penalty: 6054.551758
	Iteration 116Q: 3 clusters Score -2.559872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 196486 members 
Entering Unmasked Estep 
Score: -25598706.000000 Penalty: 6054.551758
	Iteration 117Q: 3 clusters Score -2.559871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 196511 members 
Entering Unmasked Estep 
Score: -25598694.000000 Penalty: 6054.551758
	Iteration 118Q: 3 clusters Score -2.559869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 196539 members 
Entering Unmasked Estep 
Score: -25598700.000000 Penalty: 6054.551758
	Iteration 119Q: 3 clusters Score -2.55987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 196574 members 
Entering Unmasked Estep 
Score: -25598668.000000 Penalty: 6054.551758
	Iteration 120F: 3 clusters Score -2.559867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 196609 members 
Entering Unmasked Estep 
Score: -25598676.000000 Penalty: 6054.551758
	Iteration 121Q: 3 clusters Score -2.559868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 196630 members 
Entering Unmasked Estep 
Score: -25598676.000000 Penalty: 6054.551758
	Iteration 122Q: 3 clusters Score -2.559868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 196647 members 
Entering Unmasked Estep 
Score: -25598670.000000 Penalty: 6054.551758
	Iteration 123Q: 3 clusters Score -2.559867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 196662 members 
Entering Unmasked Estep 
Score: -25598644.000000 Penalty: 6054.551758
	Iteration 124Q: 3 clusters Score -2.559864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 196684 members 
Entering Unmasked Estep 
Score: -25598642.000000 Penalty: 6054.551758
	Iteration 125Q: 3 clusters Score -2.559864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -25598650.000000 Penalty: 6054.551758
	Iteration 126Q: 3 clusters Score -2.559865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 196726 members 
Entering Unmasked Estep 
Score: -25598636.000000 Penalty: 6054.551758
	Iteration 127Q: 3 clusters Score -2.559864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 196744 members 
Entering Unmasked Estep 
Score: -25598624.000000 Penalty: 6054.551758
	Iteration 128Q: 3 clusters Score -2.559862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 196763 members 
Entering Unmasked Estep 
Score: -25598624.000000 Penalty: 6054.551758
	Iteration 129Q: 3 clusters Score -2.559862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 196783 members 
Entering Unmasked Estep 
Score: -25598614.000000 Penalty: 6054.551758
	Iteration 130Q: 3 clusters Score -2.559861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 196800 members 
Entering Unmasked Estep 
Score: -25598598.000000 Penalty: 6054.551758
	Iteration 131Q: 3 clusters Score -2.55986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 196807 members 
Entering Unmasked Estep 
Score: -25598578.000000 Penalty: 6054.551758
	Iteration 132Q: 3 clusters Score -2.559858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 196815 members 
Entering Unmasked Estep 
Score: -25598578.000000 Penalty: 6054.551758
	Iteration 133Q: 3 clusters Score -2.559858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -25598580.000000 Penalty: 6054.551758
	Iteration 134Q: 3 clusters Score -2.559858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 196828 members 
Entering Unmasked Estep 
Score: -25598582.000000 Penalty: 6054.551758
	Iteration 135Q: 3 clusters Score -2.559858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 196837 members 
Entering Unmasked Estep 
Score: -25598552.000000 Penalty: 6054.551758
	Iteration 136Q: 3 clusters Score -2.559855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 196844 members 
Entering Unmasked Estep 
Score: -25598574.000000 Penalty: 6054.551758
	Iteration 137Q: 3 clusters Score -2.559857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 196847 members 
Entering Unmasked Estep 
Score: -25598574.000000 Penalty: 6054.551758
	Iteration 138Q: 3 clusters Score -2.559857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 196848 members 
Entering Unmasked Estep 
Score: -25598570.000000 Penalty: 6054.551758
	Iteration 139Q: 3 clusters Score -2.559857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 196848 members 
Entering Unmasked Estep 
Score: -25598570.000000 Penalty: 6054.551758
	Iteration 140F: 3 clusters Score -2.559857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1440689.250000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1440689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1431756.875000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1431757 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1434499.250000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1434499 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1434863.750000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1434864 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1435162.000000 Penalty: 4655.109375
	Iteration 3F: 3 clusters Score -1435162 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1435419.500000 Penalty: 4655.109375
	Iteration 4Q: 3 clusters Score -1435420 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1435579.125000 Penalty: 4655.109375
	Iteration 5Q: 3 clusters Score -1435579 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1435702.000000 Penalty: 4655.109375
	Iteration 6Q: 3 clusters Score -1435702 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1435798.625000 Penalty: 4655.109375
	Iteration 7Q: 3 clusters Score -1435799 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1435880.125000 Penalty: 4655.109375
	Iteration 8Q: 3 clusters Score -1435880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1435971.750000 Penalty: 4655.109375
	Iteration 9Q: 3 clusters Score -1435972 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1436081.875000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1436082 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1436206.000000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1436206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1436334.625000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1436335 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1436502.000000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1436502 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1436701.750000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1436702 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1436937.500000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1436938 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1437200.250000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1437200 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1437511.500000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1437512 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1437863.625000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1437864 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1438207.250000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1438207 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1438517.125000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1438517 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1438764.250000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1438764 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1438979.750000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1438980 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1439182.000000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1439182 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1439347.125000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1439347 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1439458.875000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1439459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1439557.375000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1439557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1439644.125000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1439644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1439703.000000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1439703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1439741.250000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1439741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1439777.750000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1439778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1439801.375000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1439801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1439832.875000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1439833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1439861.000000 Penalty: 4655.109375
	Iteration 33Q: 3 clusters Score -1439861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1439890.875000 Penalty: 4655.109375
	Iteration 34Q: 3 clusters Score -1439891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1439914.750000 Penalty: 4655.109375
	Iteration 35Q: 3 clusters Score -1439915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1439936.125000 Penalty: 4655.109375
	Iteration 36Q: 3 clusters Score -1439936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1439963.250000 Penalty: 4655.109375
	Iteration 37Q: 3 clusters Score -1439963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1439976.625000 Penalty: 4655.109375
	Iteration 38Q: 3 clusters Score -1439977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1439990.375000 Penalty: 4655.109375
	Iteration 39Q: 3 clusters Score -1439990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1440003.375000 Penalty: 4655.109375
	Iteration 40F: 3 clusters Score -1440003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1440006.000000 Penalty: 4655.109375
	Iteration 41Q: 3 clusters Score -1440006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1440006.000000 Penalty: 4655.109375
	Iteration 42F: 3 clusters Score -1440006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -940539.750000 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -940539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -934386.937500 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -934386.9 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -936239.687500 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -936239.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -936856.187500 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -936856.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -937358.125000 Penalty: 4435.979004
	Iteration 3F: 3 clusters Score -937358.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -937744.437500 Penalty: 4435.979004
	Iteration 4F: 3 clusters Score -937744.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -938072.062500 Penalty: 4435.979004
	Iteration 5F: 3 clusters Score -938072.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -938337.687500 Penalty: 4435.979004
	Iteration 6F: 3 clusters Score -938337.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -938546.937500 Penalty: 4435.979004
	Iteration 7Q: 3 clusters Score -938546.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -938722.437500 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -938722.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -938858.687500 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -938858.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -938971.312500 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -938971.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -939060.312500 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -939060.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -939144.125000 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -939144.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -939200.000000 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -939200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -939243.437500 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -939243.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -939275.687500 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -939275.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -939313.125000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -939313.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -939357.312500 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -939357.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -939388.812500 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -939388.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -939416.125000 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -939416.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -939428.125000 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -939428.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -939445.875000 Penalty: 4435.979004
	Iteration 21Q: 3 clusters Score -939445.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -939457.187500 Penalty: 4435.979004
	Iteration 22Q: 3 clusters Score -939457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -939463.750000 Penalty: 4435.979004
	Iteration 23Q: 3 clusters Score -939463.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -939470.875000 Penalty: 4435.979004
	Iteration 24Q: 3 clusters Score -939470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -939473.812500 Penalty: 4435.979004
	Iteration 25Q: 3 clusters Score -939473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -939472.625000 Penalty: 4435.979004
	Iteration 26Q: 3 clusters Score -939472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -939474.875000 Penalty: 4435.979004
	Iteration 27Q: 3 clusters Score -939474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -939474.250000 Penalty: 4435.979004
	Iteration 28Q: 3 clusters Score -939474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -939473.937500 Penalty: 4435.979004
	Iteration 29Q: 3 clusters Score -939473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -939474.812500 Penalty: 4435.979004
	Iteration 30Q: 3 clusters Score -939474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -939475.312500 Penalty: 4435.979004
	Iteration 31Q: 3 clusters Score -939475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -939476.500000 Penalty: 4435.979004
	Iteration 32Q: 3 clusters Score -939476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -939479.000000 Penalty: 4435.979004
	Iteration 33Q: 3 clusters Score -939479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -939480.562500 Penalty: 4435.979004
	Iteration 34Q: 3 clusters Score -939480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -939479.875000 Penalty: 4435.979004
	Iteration 35Q: 3 clusters Score -939479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -939482.562500 Penalty: 4435.979004
	Iteration 36Q: 3 clusters Score -939482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -939481.937500 Penalty: 4435.979004
	Iteration 37Q: 3 clusters Score -939481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -939486.500000 Penalty: 4435.979004
	Iteration 38Q: 3 clusters Score -939486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -939486.687500 Penalty: 4435.979004
	Iteration 39Q: 3 clusters Score -939486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -939486.312500 Penalty: 4435.979004
	Iteration 40F: 3 clusters Score -939486.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -85092.453125 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -85092.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83553.507812 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -83553.51 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84433.242188 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -84433.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84946.296875 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -84946.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85392.929688 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -85392.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85881.187500 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -85881.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85912.250000 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -85912.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -85931.195312 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -85931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85952.203125 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -85952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85969.734375 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -85969.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -86015.164062 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -86015.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -86073.640625 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -86073.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86133.835938 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -86133.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86153.039062 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -86153.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86153.039062 Penalty: 3322.340820
	Iteration 13F: 3 clusters Score -86153.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200137 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 226 members 
Mstep: Class 7 contains 131892 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 585 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98287016.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98287632.000000 to -98287016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (131892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131892 members 
Entering Unmasked Estep 
Score: -16891076.000000 Penalty: 2923.855225
	Iteration 0F: 2 clusters Score -1.689108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -16803058.000000 Penalty: 5847.710449
	Iteration 0F: 3 clusters Score -1.680306e+07 nChanged 62680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -16839198.000000 Penalty: 5847.710449
	Iteration 1F: 3 clusters Score -1.68392e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -16840180.000000 Penalty: 5847.710449
	Iteration 2Q: 3 clusters Score -1.684018e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -16841704.000000 Penalty: 5847.710449
	Iteration 3Q: 3 clusters Score -1.68417e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -16843820.000000 Penalty: 5847.710449
	Iteration 4Q: 3 clusters Score -1.684382e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -16847158.000000 Penalty: 5847.710449
	Iteration 5Q: 3 clusters Score -1.684716e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -16852422.000000 Penalty: 5847.710449
	Iteration 6F: 3 clusters Score -1.685242e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -16859912.000000 Penalty: 5847.710449
	Iteration 7F: 3 clusters Score -1.685991e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -16867858.000000 Penalty: 5847.710449
	Iteration 8F: 3 clusters Score -1.686786e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -16874108.000000 Penalty: 5847.710449
	Iteration 9F: 3 clusters Score -1.687411e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -16878436.000000 Penalty: 5847.710449
	Iteration 10Q: 3 clusters Score -1.687844e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -16881146.000000 Penalty: 5847.710449
	Iteration 11Q: 3 clusters Score -1.688115e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -16883048.000000 Penalty: 5847.710449
	Iteration 12Q: 3 clusters Score -1.688305e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122010 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -16884312.000000 Penalty: 5847.710449
	Iteration 13Q: 3 clusters Score -1.688431e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123319 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -16885240.000000 Penalty: 5847.710449
	Iteration 14Q: 3 clusters Score -1.688524e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124398 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -16885928.000000 Penalty: 5847.710449
	Iteration 15Q: 3 clusters Score -1.688593e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -16886406.000000 Penalty: 5847.710449
	Iteration 16Q: 3 clusters Score -1.688641e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126009 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -16886792.000000 Penalty: 5847.710449
	Iteration 17Q: 3 clusters Score -1.688679e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -16887186.000000 Penalty: 5847.710449
	Iteration 18Q: 3 clusters Score -1.688719e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -16887414.000000 Penalty: 5847.710449
	Iteration 19Q: 3 clusters Score -1.688741e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -16887662.000000 Penalty: 5847.710449
	Iteration 20F: 3 clusters Score -1.688766e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -16887872.000000 Penalty: 5847.710449
	Iteration 21Q: 3 clusters Score -1.688787e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -16888004.000000 Penalty: 5847.710449
	Iteration 22Q: 3 clusters Score -1.6888e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128473 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -16888110.000000 Penalty: 5847.710449
	Iteration 23Q: 3 clusters Score -1.688811e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128675 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -16888166.000000 Penalty: 5847.710449
	Iteration 24Q: 3 clusters Score -1.688817e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -16888208.000000 Penalty: 5847.710449
	Iteration 25Q: 3 clusters Score -1.688821e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -16888240.000000 Penalty: 5847.710449
	Iteration 26Q: 3 clusters Score -1.688824e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -16888260.000000 Penalty: 5847.710449
	Iteration 27Q: 3 clusters Score -1.688826e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16888316.000000 Penalty: 5847.710449
	Iteration 28Q: 3 clusters Score -1.688832e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16888348.000000 Penalty: 5847.710449
	Iteration 29Q: 3 clusters Score -1.688835e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -16888404.000000 Penalty: 5847.710449
	Iteration 30Q: 3 clusters Score -1.68884e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -16888410.000000 Penalty: 5847.710449
	Iteration 31Q: 3 clusters Score -1.688841e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129428 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16888426.000000 Penalty: 5847.710449
	Iteration 32Q: 3 clusters Score -1.688843e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129477 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -16888440.000000 Penalty: 5847.710449
	Iteration 33Q: 3 clusters Score -1.688844e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129525 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -16888456.000000 Penalty: 5847.710449
	Iteration 34Q: 3 clusters Score -1.688846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129563 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -16888454.000000 Penalty: 5847.710449
	Iteration 35Q: 3 clusters Score -1.688845e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -16888460.000000 Penalty: 5847.710449
	Iteration 36Q: 3 clusters Score -1.688846e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -16888484.000000 Penalty: 5847.710449
	Iteration 37Q: 3 clusters Score -1.688848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -16888514.000000 Penalty: 5847.710449
	Iteration 38Q: 3 clusters Score -1.688851e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16888526.000000 Penalty: 5847.710449
	Iteration 39Q: 3 clusters Score -1.688853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16888540.000000 Penalty: 5847.710449
	Iteration 40F: 3 clusters Score -1.688854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129832 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -16888554.000000 Penalty: 5847.710449
	Iteration 41Q: 3 clusters Score -1.688855e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -16888580.000000 Penalty: 5847.710449
	Iteration 42Q: 3 clusters Score -1.688858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -16888570.000000 Penalty: 5847.710449
	Iteration 43Q: 3 clusters Score -1.688857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129937 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -16888590.000000 Penalty: 5847.710449
	Iteration 44Q: 3 clusters Score -1.688859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129965 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16888600.000000 Penalty: 5847.710449
	Iteration 45Q: 3 clusters Score -1.68886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129990 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16888610.000000 Penalty: 5847.710449
	Iteration 46Q: 3 clusters Score -1.688861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130003 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -16888628.000000 Penalty: 5847.710449
	Iteration 47Q: 3 clusters Score -1.688863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130015 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16888620.000000 Penalty: 5847.710449
	Iteration 48Q: 3 clusters Score -1.688862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130026 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16888614.000000 Penalty: 5847.710449
	Iteration 49Q: 3 clusters Score -1.688861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130037 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -16888610.000000 Penalty: 5847.710449
	Iteration 50Q: 3 clusters Score -1.688861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130044 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -16888620.000000 Penalty: 5847.710449
	Iteration 51Q: 3 clusters Score -1.688862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130048 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -16888616.000000 Penalty: 5847.710449
	Iteration 52Q: 3 clusters Score -1.688862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -16888626.000000 Penalty: 5847.710449
	Iteration 53Q: 3 clusters Score -1.688863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130067 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -16888640.000000 Penalty: 5847.710449
	Iteration 54Q: 3 clusters Score -1.688864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130081 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -16888640.000000 Penalty: 5847.710449
	Iteration 55Q: 3 clusters Score -1.688864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16888638.000000 Penalty: 5847.710449
	Iteration 56Q: 3 clusters Score -1.688864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130098 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -16888654.000000 Penalty: 5847.710449
	Iteration 57Q: 3 clusters Score -1.688865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130101 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16888650.000000 Penalty: 5847.710449
	Iteration 58Q: 3 clusters Score -1.688865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130104 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -16888652.000000 Penalty: 5847.710449
	Iteration 59Q: 3 clusters Score -1.688865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130113 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16888648.000000 Penalty: 5847.710449
	Iteration 60F: 3 clusters Score -1.688865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130120 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -16888652.000000 Penalty: 5847.710449
	Iteration 61Q: 3 clusters Score -1.688865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130134 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -16888672.000000 Penalty: 5847.710449
	Iteration 62Q: 3 clusters Score -1.688867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16888678.000000 Penalty: 5847.710449
	Iteration 63Q: 3 clusters Score -1.688868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130157 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16888656.000000 Penalty: 5847.710449
	Iteration 64Q: 3 clusters Score -1.688866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130166 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -16888664.000000 Penalty: 5847.710449
	Iteration 65Q: 3 clusters Score -1.688866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130179 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -16888686.000000 Penalty: 5847.710449
	Iteration 66Q: 3 clusters Score -1.688869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130191 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16888706.000000 Penalty: 5847.710449
	Iteration 67Q: 3 clusters Score -1.688871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130201 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16888696.000000 Penalty: 5847.710449
	Iteration 68Q: 3 clusters Score -1.68887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16888706.000000 Penalty: 5847.710449
	Iteration 69Q: 3 clusters Score -1.688871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -16888708.000000 Penalty: 5847.710449
	Iteration 70Q: 3 clusters Score -1.688871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -16888716.000000 Penalty: 5847.710449
	Iteration 71Q: 3 clusters Score -1.688872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16888720.000000 Penalty: 5847.710449
	Iteration 72Q: 3 clusters Score -1.688872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130240 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16888724.000000 Penalty: 5847.710449
	Iteration 73Q: 3 clusters Score -1.688872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130246 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -16888730.000000 Penalty: 5847.710449
	Iteration 74Q: 3 clusters Score -1.688873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130251 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -16888726.000000 Penalty: 5847.710449
	Iteration 75Q: 3 clusters Score -1.688873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130250 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16888732.000000 Penalty: 5847.710449
	Iteration 76Q: 3 clusters Score -1.688873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130252 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16888730.000000 Penalty: 5847.710449
	Iteration 77Q: 3 clusters Score -1.688873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130254 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -16888726.000000 Penalty: 5847.710449
	Iteration 78Q: 3 clusters Score -1.688873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16888724.000000 Penalty: 5847.710449
	Iteration 79Q: 3 clusters Score -1.688872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16888730.000000 Penalty: 5847.710449
	Iteration 80F: 3 clusters Score -1.688873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -95414.796875 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -95414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93646.140625 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -93646.14 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94112.226562 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -94112.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94289.031250 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -94289.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94391.671875 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -94391.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94510.781250 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -94510.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94716.679688 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -94716.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95072.671875 Penalty: 3372.331787
	Iteration 6F: 3 clusters Score -95072.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95407.734375 Penalty: 3372.331787
	Iteration 7F: 3 clusters Score -95407.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95557.085938 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -95557.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95792.085938 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -95792.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96474.382812 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -96474.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96581.679688 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -96581.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96625.187500 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -96625.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96667.437500 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -96667.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96741.515625 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -96741.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96783.531250 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -96783.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96792.421875 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -96792.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96796.421875 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -96796.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96798.234375 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -96798.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96798.234375 Penalty: 3372.331787
	Iteration 19F: 3 clusters Score -96798.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 200137 members 
Mstep: Class 4 contains 11912 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 131892 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 11 contains 91338 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 72961 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 178558 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 443 members 
Entering Unmasked Estep 
Score: -98287328.000000 Penalty: 57209.031250
Splitting cluster 8 changes total score from -98287632.000000 to -98287328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (91338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Entering Unmasked Estep 
Score: -11746912.000000 Penalty: 2832.735840
	Iteration 0F: 2 clusters Score -1.174691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -11685890.000000 Penalty: 5665.471680
	Iteration 0F: 3 clusters Score -1.168589e+07 nChanged 43088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -11710227.000000 Penalty: 5665.471680
	Iteration 1F: 3 clusters Score -1.171023e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -11711059.000000 Penalty: 5665.471680
	Iteration 2Q: 3 clusters Score -1.171106e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -11712180.000000 Penalty: 5665.471680
	Iteration 3Q: 3 clusters Score -1.171218e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -11713704.000000 Penalty: 5665.471680
	Iteration 4Q: 3 clusters Score -1.17137e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -11715901.000000 Penalty: 5665.471680
	Iteration 5Q: 3 clusters Score -1.17159e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -11719131.000000 Penalty: 5665.471680
	Iteration 6F: 3 clusters Score -1.171913e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -11723794.000000 Penalty: 5665.471680
	Iteration 7F: 3 clusters Score -1.172379e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -11728397.000000 Penalty: 5665.471680
	Iteration 8F: 3 clusters Score -1.17284e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -11731219.000000 Penalty: 5665.471680
	Iteration 9F: 3 clusters Score -1.173122e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -11732391.000000 Penalty: 5665.471680
	Iteration 10Q: 3 clusters Score -1.173239e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -11732866.000000 Penalty: 5665.471680
	Iteration 11Q: 3 clusters Score -1.173287e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -11733152.000000 Penalty: 5665.471680
	Iteration 12Q: 3 clusters Score -1.173315e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -11733425.000000 Penalty: 5665.471680
	Iteration 13Q: 3 clusters Score -1.173342e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -11733638.000000 Penalty: 5665.471680
	Iteration 14Q: 3 clusters Score -1.173364e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -11733866.000000 Penalty: 5665.471680
	Iteration 15Q: 3 clusters Score -1.173387e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -11734198.000000 Penalty: 5665.471680
	Iteration 16Q: 3 clusters Score -1.17342e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -11734626.000000 Penalty: 5665.471680
	Iteration 17Q: 3 clusters Score -1.173463e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -11735025.000000 Penalty: 5665.471680
	Iteration 18Q: 3 clusters Score -1.173502e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -11735364.000000 Penalty: 5665.471680
	Iteration 19Q: 3 clusters Score -1.173536e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -11735780.000000 Penalty: 5665.471680
	Iteration 20F: 3 clusters Score -1.173578e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -11736199.000000 Penalty: 5665.471680
	Iteration 21Q: 3 clusters Score -1.17362e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -11736539.000000 Penalty: 5665.471680
	Iteration 22Q: 3 clusters Score -1.173654e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -11736905.000000 Penalty: 5665.471680
	Iteration 23Q: 3 clusters Score -1.17369e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69317 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -11737364.000000 Penalty: 5665.471680
	Iteration 24Q: 3 clusters Score -1.173736e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -11737791.000000 Penalty: 5665.471680
	Iteration 25Q: 3 clusters Score -1.173779e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -11738308.000000 Penalty: 5665.471680
	Iteration 26Q: 3 clusters Score -1.173831e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -11738833.000000 Penalty: 5665.471680
	Iteration 27Q: 3 clusters Score -1.173883e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -11739298.000000 Penalty: 5665.471680
	Iteration 28Q: 3 clusters Score -1.17393e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -11739767.000000 Penalty: 5665.471680
	Iteration 29Q: 3 clusters Score -1.173977e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -11740156.000000 Penalty: 5665.471680
	Iteration 30Q: 3 clusters Score -1.174016e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -11740580.000000 Penalty: 5665.471680
	Iteration 31Q: 3 clusters Score -1.174058e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -11740963.000000 Penalty: 5665.471680
	Iteration 32Q: 3 clusters Score -1.174096e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -11741307.000000 Penalty: 5665.471680
	Iteration 33Q: 3 clusters Score -1.174131e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -11741688.000000 Penalty: 5665.471680
	Iteration 34Q: 3 clusters Score -1.174169e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -11742061.000000 Penalty: 5665.471680
	Iteration 35Q: 3 clusters Score -1.174206e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -11742473.000000 Penalty: 5665.471680
	Iteration 36Q: 3 clusters Score -1.174247e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -11742783.000000 Penalty: 5665.471680
	Iteration 37Q: 3 clusters Score -1.174278e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -11743041.000000 Penalty: 5665.471680
	Iteration 38Q: 3 clusters Score -1.174304e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -11743310.000000 Penalty: 5665.471680
	Iteration 39Q: 3 clusters Score -1.174331e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -11743505.000000 Penalty: 5665.471680
	Iteration 40F: 3 clusters Score -1.17435e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -11743677.000000 Penalty: 5665.471680
	Iteration 41Q: 3 clusters Score -1.174368e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -11743860.000000 Penalty: 5665.471680
	Iteration 42Q: 3 clusters Score -1.174386e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -11743932.000000 Penalty: 5665.471680
	Iteration 43Q: 3 clusters Score -1.174393e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -11744068.000000 Penalty: 5665.471680
	Iteration 44Q: 3 clusters Score -1.174407e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -11744208.000000 Penalty: 5665.471680
	Iteration 45Q: 3 clusters Score -1.174421e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -11744339.000000 Penalty: 5665.471680
	Iteration 46Q: 3 clusters Score -1.174434e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -11744367.000000 Penalty: 5665.471680
	Iteration 47Q: 3 clusters Score -1.174437e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -11744453.000000 Penalty: 5665.471680
	Iteration 48Q: 3 clusters Score -1.174445e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11744496.000000 Penalty: 5665.471680
	Iteration 49Q: 3 clusters Score -1.17445e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -11744527.000000 Penalty: 5665.471680
	Iteration 50Q: 3 clusters Score -1.174453e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11744564.000000 Penalty: 5665.471680
	Iteration 51Q: 3 clusters Score -1.174456e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11744574.000000 Penalty: 5665.471680
	Iteration 52Q: 3 clusters Score -1.174457e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -11744626.000000 Penalty: 5665.471680
	Iteration 53Q: 3 clusters Score -1.174463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11744639.000000 Penalty: 5665.471680
	Iteration 54Q: 3 clusters Score -1.174464e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -11744663.000000 Penalty: 5665.471680
	Iteration 55Q: 3 clusters Score -1.174466e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11744659.000000 Penalty: 5665.471680
	Iteration 56Q: 3 clusters Score -1.174466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11744684.000000 Penalty: 5665.471680
	Iteration 57Q: 3 clusters Score -1.174468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11744694.000000 Penalty: 5665.471680
	Iteration 58Q: 3 clusters Score -1.174469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11744713.000000 Penalty: 5665.471680
	Iteration 59Q: 3 clusters Score -1.174471e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11744693.000000 Penalty: 5665.471680
	Iteration 60F: 3 clusters Score -1.174469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11744709.000000 Penalty: 5665.471680
	Iteration 61Q: 3 clusters Score -1.174471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11744720.000000 Penalty: 5665.471680
	Iteration 62Q: 3 clusters Score -1.174472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11744724.000000 Penalty: 5665.471680
	Iteration 63Q: 3 clusters Score -1.174472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11744731.000000 Penalty: 5665.471680
	Iteration 64Q: 3 clusters Score -1.174473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11744724.000000 Penalty: 5665.471680
	Iteration 65Q: 3 clusters Score -1.174472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -11744714.000000 Penalty: 5665.471680
	Iteration 66Q: 3 clusters Score -1.174471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11744730.000000 Penalty: 5665.471680
	Iteration 67Q: 3 clusters Score -1.174473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11744732.000000 Penalty: 5665.471680
	Iteration 68Q: 3 clusters Score -1.174473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11744720.000000 Penalty: 5665.471680
	Iteration 69Q: 3 clusters Score -1.174472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11744719.000000 Penalty: 5665.471680
	Iteration 70Q: 3 clusters Score -1.174472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11744718.000000 Penalty: 5665.471680
	Iteration 71Q: 3 clusters Score -1.174472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11744717.000000 Penalty: 5665.471680
	Iteration 72Q: 3 clusters Score -1.174472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11744718.000000 Penalty: 5665.471680
	Iteration 73Q: 3 clusters Score -1.174472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11744724.000000 Penalty: 5665.471680
	Iteration 74Q: 3 clusters Score -1.174472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11744723.000000 Penalty: 5665.471680
	Iteration 75Q: 3 clusters Score -1.174472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11744731.000000 Penalty: 5665.471680
	Iteration 76Q: 3 clusters Score -1.174473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11744717.000000 Penalty: 5665.471680
	Iteration 77Q: 3 clusters Score -1.174472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11744716.000000 Penalty: 5665.471680
	Iteration 78Q: 3 clusters Score -1.174472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -11744718.000000 Penalty: 5665.471680
	Iteration 79Q: 3 clusters Score -1.174472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11744720.000000 Penalty: 5665.471680
	Iteration 80F: 3 clusters Score -1.174472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11744721.000000 Penalty: 5665.471680
	Iteration 81Q: 3 clusters Score -1.174472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11744728.000000 Penalty: 5665.471680
	Iteration 82Q: 3 clusters Score -1.174473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11744729.000000 Penalty: 5665.471680
	Iteration 83Q: 3 clusters Score -1.174473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11744723.000000 Penalty: 5665.471680
	Iteration 84Q: 3 clusters Score -1.174472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11744723.000000 Penalty: 5665.471680
	Iteration 85Q: 3 clusters Score -1.174472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11744729.000000 Penalty: 5665.471680
	Iteration 86Q: 3 clusters Score -1.174473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11744731.000000 Penalty: 5665.471680
	Iteration 87Q: 3 clusters Score -1.174473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11744738.000000 Penalty: 5665.471680
	Iteration 88Q: 3 clusters Score -1.174474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11744733.000000 Penalty: 5665.471680
	Iteration 89Q: 3 clusters Score -1.174473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11744725.000000 Penalty: 5665.471680
	Iteration 90Q: 3 clusters Score -1.174472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11744726.000000 Penalty: 5665.471680
	Iteration 91Q: 3 clusters Score -1.174473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11744726.000000 Penalty: 5665.471680
	Iteration 92F: 3 clusters Score -1.174473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Entering Unmasked Estep 
Score: -1534476.000000 Penalty: 2324.854492
	Iteration 0F: 2 clusters Score -1534476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1525661.000000 Penalty: 4649.708984
	Iteration 0F: 3 clusters Score -1525661 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1528303.625000 Penalty: 4649.708984
	Iteration 1F: 3 clusters Score -1528304 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1528611.250000 Penalty: 4649.708984
	Iteration 2F: 3 clusters Score -1528611 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1528820.000000 Penalty: 4649.708984
	Iteration 3Q: 3 clusters Score -1528820 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1528978.500000 Penalty: 4649.708984
	Iteration 4Q: 3 clusters Score -1528978 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1529120.375000 Penalty: 4649.708984
	Iteration 5Q: 3 clusters Score -1529120 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1529244.000000 Penalty: 4649.708984
	Iteration 6Q: 3 clusters Score -1529244 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1529359.625000 Penalty: 4649.708984
	Iteration 7Q: 3 clusters Score -1529360 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1529506.750000 Penalty: 4649.708984
	Iteration 8Q: 3 clusters Score -1529507 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1529638.875000 Penalty: 4649.708984
	Iteration 9Q: 3 clusters Score -1529639 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1529822.375000 Penalty: 4649.708984
	Iteration 10Q: 3 clusters Score -1529822 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1530043.625000 Penalty: 4649.708984
	Iteration 11Q: 3 clusters Score -1530044 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1530302.625000 Penalty: 4649.708984
	Iteration 12Q: 3 clusters Score -1530303 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1530555.000000 Penalty: 4649.708984
	Iteration 13Q: 3 clusters Score -1530555 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1530794.500000 Penalty: 4649.708984
	Iteration 14Q: 3 clusters Score -1530794 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1531024.875000 Penalty: 4649.708984
	Iteration 15Q: 3 clusters Score -1531025 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1531238.125000 Penalty: 4649.708984
	Iteration 16Q: 3 clusters Score -1531238 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1531428.375000 Penalty: 4649.708984
	Iteration 17Q: 3 clusters Score -1531428 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1531621.375000 Penalty: 4649.708984
	Iteration 18Q: 3 clusters Score -1531621 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1531792.250000 Penalty: 4649.708984
	Iteration 19Q: 3 clusters Score -1531792 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1531898.250000 Penalty: 4649.708984
	Iteration 20F: 3 clusters Score -1531898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1531992.500000 Penalty: 4649.708984
	Iteration 21Q: 3 clusters Score -1531992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1532062.750000 Penalty: 4649.708984
	Iteration 22Q: 3 clusters Score -1532063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1532125.500000 Penalty: 4649.708984
	Iteration 23Q: 3 clusters Score -1532126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1532178.125000 Penalty: 4649.708984
	Iteration 24Q: 3 clusters Score -1532178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1532224.500000 Penalty: 4649.708984
	Iteration 25Q: 3 clusters Score -1532224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1532264.375000 Penalty: 4649.708984
	Iteration 26Q: 3 clusters Score -1532264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1532292.250000 Penalty: 4649.708984
	Iteration 27Q: 3 clusters Score -1532292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1532312.875000 Penalty: 4649.708984
	Iteration 28Q: 3 clusters Score -1532313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1532325.375000 Penalty: 4649.708984
	Iteration 29Q: 3 clusters Score -1532325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1532334.625000 Penalty: 4649.708984
	Iteration 30Q: 3 clusters Score -1532335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1532348.750000 Penalty: 4649.708984
	Iteration 31Q: 3 clusters Score -1532349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1532355.500000 Penalty: 4649.708984
	Iteration 32Q: 3 clusters Score -1532356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1532363.625000 Penalty: 4649.708984
	Iteration 33Q: 3 clusters Score -1532364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1532367.250000 Penalty: 4649.708984
	Iteration 34Q: 3 clusters Score -1532367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1532376.875000 Penalty: 4649.708984
	Iteration 35Q: 3 clusters Score -1532377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1532377.250000 Penalty: 4649.708984
	Iteration 36Q: 3 clusters Score -1532377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1532379.750000 Penalty: 4649.708984
	Iteration 37Q: 3 clusters Score -1532380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1532383.375000 Penalty: 4649.708984
	Iteration 38Q: 3 clusters Score -1532383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1532384.125000 Penalty: 4649.708984
	Iteration 39Q: 3 clusters Score -1532384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1532387.000000 Penalty: 4649.708984
	Iteration 40F: 3 clusters Score -1532387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1532393.625000 Penalty: 4649.708984
	Iteration 41Q: 3 clusters Score -1532394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1532395.625000 Penalty: 4649.708984
	Iteration 42Q: 3 clusters Score -1532396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1532398.500000 Penalty: 4649.708984
	Iteration 43Q: 3 clusters Score -1532398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1532402.875000 Penalty: 4649.708984
	Iteration 44Q: 3 clusters Score -1532403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1532408.500000 Penalty: 4649.708984
	Iteration 45Q: 3 clusters Score -1532408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1532413.000000 Penalty: 4649.708984
	Iteration 46Q: 3 clusters Score -1532413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1532413.250000 Penalty: 4649.708984
	Iteration 47Q: 3 clusters Score -1532413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1532415.500000 Penalty: 4649.708984
	Iteration 48Q: 3 clusters Score -1532416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1532419.125000 Penalty: 4649.708984
	Iteration 49Q: 3 clusters Score -1532419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1532420.000000 Penalty: 4649.708984
	Iteration 50Q: 3 clusters Score -1532420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1532419.000000 Penalty: 4649.708984
	Iteration 51Q: 3 clusters Score -1532419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1532424.125000 Penalty: 4649.708984
	Iteration 52Q: 3 clusters Score -1532424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1532427.875000 Penalty: 4649.708984
	Iteration 53Q: 3 clusters Score -1532428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1532428.875000 Penalty: 4649.708984
	Iteration 54Q: 3 clusters Score -1532429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1532430.250000 Penalty: 4649.708984
	Iteration 55Q: 3 clusters Score -1532430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1532434.000000 Penalty: 4649.708984
	Iteration 56Q: 3 clusters Score -1532434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1532438.125000 Penalty: 4649.708984
	Iteration 57Q: 3 clusters Score -1532438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1532441.500000 Penalty: 4649.708984
	Iteration 58Q: 3 clusters Score -1532442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1532448.125000 Penalty: 4649.708984
	Iteration 59Q: 3 clusters Score -1532448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1532453.250000 Penalty: 4649.708984
	Iteration 60F: 3 clusters Score -1532453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1532455.375000 Penalty: 4649.708984
	Iteration 61Q: 3 clusters Score -1532455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1532459.250000 Penalty: 4649.708984
	Iteration 62Q: 3 clusters Score -1532459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1532462.500000 Penalty: 4649.708984
	Iteration 63Q: 3 clusters Score -1532462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1532467.750000 Penalty: 4649.708984
	Iteration 64Q: 3 clusters Score -1532468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1532473.375000 Penalty: 4649.708984
	Iteration 65Q: 3 clusters Score -1532473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1532478.250000 Penalty: 4649.708984
	Iteration 66Q: 3 clusters Score -1532478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1532480.000000 Penalty: 4649.708984
	Iteration 67Q: 3 clusters Score -1532480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1532482.375000 Penalty: 4649.708984
	Iteration 68Q: 3 clusters Score -1532482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1532487.625000 Penalty: 4649.708984
	Iteration 69Q: 3 clusters Score -1532488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1532492.000000 Penalty: 4649.708984
	Iteration 70Q: 3 clusters Score -1532492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1532494.250000 Penalty: 4649.708984
	Iteration 71Q: 3 clusters Score -1532494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1532494.125000 Penalty: 4649.708984
	Iteration 72Q: 3 clusters Score -1532494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1532493.875000 Penalty: 4649.708984
	Iteration 73Q: 3 clusters Score -1532494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1532497.750000 Penalty: 4649.708984
	Iteration 74Q: 3 clusters Score -1532498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1532498.500000 Penalty: 4649.708984
	Iteration 75Q: 3 clusters Score -1532498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1532499.500000 Penalty: 4649.708984
	Iteration 76Q: 3 clusters Score -1532500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1532499.500000 Penalty: 4649.708984
	Iteration 77F: 3 clusters Score -1532500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (72961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Entering Unmasked Estep 
Score: -9129403.000000 Penalty: 2777.024658
	Iteration 0F: 2 clusters Score -9129403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -9080459.000000 Penalty: 5554.049316
	Iteration 0F: 3 clusters Score -9080459 nChanged 34235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -9099606.000000 Penalty: 5554.049316
	Iteration 1F: 3 clusters Score -9099606 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -9100201.000000 Penalty: 5554.049316
	Iteration 2Q: 3 clusters Score -9100201 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -9100699.000000 Penalty: 5554.049316
	Iteration 3Q: 3 clusters Score -9100699 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -9101266.000000 Penalty: 5554.049316
	Iteration 4Q: 3 clusters Score -9101266 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -9101964.000000 Penalty: 5554.049316
	Iteration 5Q: 3 clusters Score -9101964 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -9103111.000000 Penalty: 5554.049316
	Iteration 6Q: 3 clusters Score -9103111 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -9105292.000000 Penalty: 5554.049316
	Iteration 7F: 3 clusters Score -9105292 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -9109116.000000 Penalty: 5554.049316
	Iteration 8F: 3 clusters Score -9109116 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9115035.000000 Penalty: 5554.049316
	Iteration 9F: 3 clusters Score -9115035 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -9121192.000000 Penalty: 5554.049316
	Iteration 10F: 3 clusters Score -9121192 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9125005.000000 Penalty: 5554.049316
	Iteration 11F: 3 clusters Score -9125005 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9126335.000000 Penalty: 5554.049316
	Iteration 12Q: 3 clusters Score -9126335 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9126695.000000 Penalty: 5554.049316
	Iteration 13Q: 3 clusters Score -9126695 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9126849.000000 Penalty: 5554.049316
	Iteration 14Q: 3 clusters Score -9126849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9126896.000000 Penalty: 5554.049316
	Iteration 15Q: 3 clusters Score -9126896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9126921.000000 Penalty: 5554.049316
	Iteration 16Q: 3 clusters Score -9126921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72820 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9126945.000000 Penalty: 5554.049316
	Iteration 17Q: 3 clusters Score -9126945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9126942.000000 Penalty: 5554.049316
	Iteration 18Q: 3 clusters Score -9126942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9126946.000000 Penalty: 5554.049316
	Iteration 19Q: 3 clusters Score -9126946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9126955.000000 Penalty: 5554.049316
	Iteration 20F: 3 clusters Score -9126955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9126957.000000 Penalty: 5554.049316
	Iteration 21Q: 3 clusters Score -9126957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9126957.000000 Penalty: 5554.049316
	Iteration 22F: 3 clusters Score -9126957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Entering Unmasked Estep 
Score: -3320246.250000 Penalty: 2516.781982
	Iteration 0F: 2 clusters Score -3320246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3302494.000000 Penalty: 5033.563965
	Iteration 0F: 3 clusters Score -3302494 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3308665.000000 Penalty: 5033.563965
	Iteration 1F: 3 clusters Score -3308665 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3309142.750000 Penalty: 5033.563965
	Iteration 2Q: 3 clusters Score -3309143 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3309651.000000 Penalty: 5033.563965
	Iteration 3Q: 3 clusters Score -3309651 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3310280.500000 Penalty: 5033.563965
	Iteration 4Q: 3 clusters Score -3310280 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3311007.250000 Penalty: 5033.563965
	Iteration 5Q: 3 clusters Score -3311007 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3311910.750000 Penalty: 5033.563965
	Iteration 6F: 3 clusters Score -3311911 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3312925.250000 Penalty: 5033.563965
	Iteration 7F: 3 clusters Score -3312925 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3314057.250000 Penalty: 5033.563965
	Iteration 8F: 3 clusters Score -3314057 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3315142.250000 Penalty: 5033.563965
	Iteration 9F: 3 clusters Score -3315142 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3316055.500000 Penalty: 5033.563965
	Iteration 10Q: 3 clusters Score -3316056 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3316795.250000 Penalty: 5033.563965
	Iteration 11Q: 3 clusters Score -3316795 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3317263.000000 Penalty: 5033.563965
	Iteration 12Q: 3 clusters Score -3317263 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3317545.000000 Penalty: 5033.563965
	Iteration 13Q: 3 clusters Score -3317545 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3317721.500000 Penalty: 5033.563965
	Iteration 14Q: 3 clusters Score -3317722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3317843.250000 Penalty: 5033.563965
	Iteration 15Q: 3 clusters Score -3317843 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3317916.750000 Penalty: 5033.563965
	Iteration 16Q: 3 clusters Score -3317917 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3317970.750000 Penalty: 5033.563965
	Iteration 17Q: 3 clusters Score -3317971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3317992.000000 Penalty: 5033.563965
	Iteration 18Q: 3 clusters Score -3317992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3318016.250000 Penalty: 5033.563965
	Iteration 19Q: 3 clusters Score -3318016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3318033.750000 Penalty: 5033.563965
	Iteration 20F: 3 clusters Score -3318034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3318041.750000 Penalty: 5033.563965
	Iteration 21Q: 3 clusters Score -3318042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3318056.250000 Penalty: 5033.563965
	Iteration 22Q: 3 clusters Score -3318056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3318058.750000 Penalty: 5033.563965
	Iteration 23Q: 3 clusters Score -3318059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3318066.250000 Penalty: 5033.563965
	Iteration 24Q: 3 clusters Score -3318066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3318073.000000 Penalty: 5033.563965
	Iteration 25Q: 3 clusters Score -3318073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3318079.500000 Penalty: 5033.563965
	Iteration 26Q: 3 clusters Score -3318080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3318079.000000 Penalty: 5033.563965
	Iteration 27Q: 3 clusters Score -3318079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3318077.750000 Penalty: 5033.563965
	Iteration 28Q: 3 clusters Score -3318078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3318079.250000 Penalty: 5033.563965
	Iteration 29Q: 3 clusters Score -3318079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3318078.750000 Penalty: 5033.563965
	Iteration 30Q: 3 clusters Score -3318079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3318080.750000 Penalty: 5033.563965
	Iteration 31Q: 3 clusters Score -3318081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3318083.500000 Penalty: 5033.563965
	Iteration 32Q: 3 clusters Score -3318084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3318086.250000 Penalty: 5033.563965
	Iteration 33Q: 3 clusters Score -3318086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3318085.000000 Penalty: 5033.563965
	Iteration 34Q: 3 clusters Score -3318085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3318088.500000 Penalty: 5033.563965
	Iteration 35Q: 3 clusters Score -3318088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3318091.250000 Penalty: 5033.563965
	Iteration 36Q: 3 clusters Score -3318091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3318094.000000 Penalty: 5033.563965
	Iteration 37Q: 3 clusters Score -3318094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3318094.000000 Penalty: 5033.563965
	Iteration 38Q: 3 clusters Score -3318094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3318093.000000 Penalty: 5033.563965
	Iteration 39Q: 3 clusters Score -3318093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3318096.750000 Penalty: 5033.563965
	Iteration 40F: 3 clusters Score -3318097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3318105.500000 Penalty: 5033.563965
	Iteration 41Q: 3 clusters Score -3318106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3318116.500000 Penalty: 5033.563965
	Iteration 42Q: 3 clusters Score -3318116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3318118.250000 Penalty: 5033.563965
	Iteration 43Q: 3 clusters Score -3318118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3318118.250000 Penalty: 5033.563965
	Iteration 44F: 3 clusters Score -3318118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Entering Unmasked Estep 
Score: -2888743.750000 Penalty: 2482.548584
	Iteration 0F: 2 clusters Score -2888744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2873283.750000 Penalty: 4965.097168
	Iteration 0F: 3 clusters Score -2873284 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2878416.750000 Penalty: 4965.097168
	Iteration 1F: 3 clusters Score -2878417 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2878947.250000 Penalty: 4965.097168
	Iteration 2F: 3 clusters Score -2878947 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2879425.750000 Penalty: 4965.097168
	Iteration 3F: 3 clusters Score -2879426 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2879958.750000 Penalty: 4965.097168
	Iteration 4Q: 3 clusters Score -2879959 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2880559.250000 Penalty: 4965.097168
	Iteration 5F: 3 clusters Score -2880559 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2881214.000000 Penalty: 4965.097168
	Iteration 6F: 3 clusters Score -2881214 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2882061.000000 Penalty: 4965.097168
	Iteration 7F: 3 clusters Score -2882061 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2883019.000000 Penalty: 4965.097168
	Iteration 8F: 3 clusters Score -2883019 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2883988.500000 Penalty: 4965.097168
	Iteration 9F: 3 clusters Score -2883988 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2884766.250000 Penalty: 4965.097168
	Iteration 10Q: 3 clusters Score -2884766 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2885213.750000 Penalty: 4965.097168
	Iteration 11Q: 3 clusters Score -2885214 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2885442.750000 Penalty: 4965.097168
	Iteration 12Q: 3 clusters Score -2885443 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2885578.750000 Penalty: 4965.097168
	Iteration 13Q: 3 clusters Score -2885579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2885669.500000 Penalty: 4965.097168
	Iteration 14Q: 3 clusters Score -2885670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2885755.750000 Penalty: 4965.097168
	Iteration 15Q: 3 clusters Score -2885756 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2885823.500000 Penalty: 4965.097168
	Iteration 16Q: 3 clusters Score -2885824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2885878.000000 Penalty: 4965.097168
	Iteration 17Q: 3 clusters Score -2885878 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2885938.500000 Penalty: 4965.097168
	Iteration 18Q: 3 clusters Score -2885938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2885986.250000 Penalty: 4965.097168
	Iteration 19Q: 3 clusters Score -2885986 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2886063.500000 Penalty: 4965.097168
	Iteration 20F: 3 clusters Score -2886064 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2886114.500000 Penalty: 4965.097168
	Iteration 21Q: 3 clusters Score -2886114 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2886170.500000 Penalty: 4965.097168
	Iteration 22Q: 3 clusters Score -2886170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2886218.250000 Penalty: 4965.097168
	Iteration 23Q: 3 clusters Score -2886218 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2886283.000000 Penalty: 4965.097168
	Iteration 24Q: 3 clusters Score -2886283 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2886328.500000 Penalty: 4965.097168
	Iteration 25Q: 3 clusters Score -2886328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2886372.750000 Penalty: 4965.097168
	Iteration 26Q: 3 clusters Score -2886373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2886414.000000 Penalty: 4965.097168
	Iteration 27Q: 3 clusters Score -2886414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2886445.750000 Penalty: 4965.097168
	Iteration 28Q: 3 clusters Score -2886446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2886487.750000 Penalty: 4965.097168
	Iteration 29Q: 3 clusters Score -2886488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2886531.750000 Penalty: 4965.097168
	Iteration 30Q: 3 clusters Score -2886532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2886568.750000 Penalty: 4965.097168
	Iteration 31Q: 3 clusters Score -2886569 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2886612.000000 Penalty: 4965.097168
	Iteration 32Q: 3 clusters Score -2886612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2886629.750000 Penalty: 4965.097168
	Iteration 33Q: 3 clusters Score -2886630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2886660.000000 Penalty: 4965.097168
	Iteration 34Q: 3 clusters Score -2886660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2886686.000000 Penalty: 4965.097168
	Iteration 35Q: 3 clusters Score -2886686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2886712.750000 Penalty: 4965.097168
	Iteration 36Q: 3 clusters Score -2886713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2886741.000000 Penalty: 4965.097168
	Iteration 37Q: 3 clusters Score -2886741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2886764.000000 Penalty: 4965.097168
	Iteration 38Q: 3 clusters Score -2886764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2886783.000000 Penalty: 4965.097168
	Iteration 39Q: 3 clusters Score -2886783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2886809.500000 Penalty: 4965.097168
	Iteration 40F: 3 clusters Score -2886810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2886821.500000 Penalty: 4965.097168
	Iteration 41Q: 3 clusters Score -2886822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2886849.000000 Penalty: 4965.097168
	Iteration 42Q: 3 clusters Score -2886849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2886870.750000 Penalty: 4965.097168
	Iteration 43Q: 3 clusters Score -2886871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2886875.000000 Penalty: 4965.097168
	Iteration 44Q: 3 clusters Score -2886875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2886896.750000 Penalty: 4965.097168
	Iteration 45Q: 3 clusters Score -2886897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2886905.500000 Penalty: 4965.097168
	Iteration 46Q: 3 clusters Score -2886906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2886914.500000 Penalty: 4965.097168
	Iteration 47Q: 3 clusters Score -2886914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2886918.500000 Penalty: 4965.097168
	Iteration 48Q: 3 clusters Score -2886918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2886924.250000 Penalty: 4965.097168
	Iteration 49Q: 3 clusters Score -2886924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2886933.500000 Penalty: 4965.097168
	Iteration 50Q: 3 clusters Score -2886934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2886942.500000 Penalty: 4965.097168
	Iteration 51Q: 3 clusters Score -2886942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2886947.750000 Penalty: 4965.097168
	Iteration 52Q: 3 clusters Score -2886948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2886955.000000 Penalty: 4965.097168
	Iteration 53Q: 3 clusters Score -2886955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2886963.500000 Penalty: 4965.097168
	Iteration 54Q: 3 clusters Score -2886964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2886965.250000 Penalty: 4965.097168
	Iteration 55Q: 3 clusters Score -2886965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2886967.000000 Penalty: 4965.097168
	Iteration 56Q: 3 clusters Score -2886967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2886968.750000 Penalty: 4965.097168
	Iteration 57Q: 3 clusters Score -2886969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2886976.500000 Penalty: 4965.097168
	Iteration 58Q: 3 clusters Score -2886976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2886977.750000 Penalty: 4965.097168
	Iteration 59Q: 3 clusters Score -2886978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2886979.000000 Penalty: 4965.097168
	Iteration 60F: 3 clusters Score -2886979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2886980.000000 Penalty: 4965.097168
	Iteration 61Q: 3 clusters Score -2886980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2886983.000000 Penalty: 4965.097168
	Iteration 62Q: 3 clusters Score -2886983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2886986.250000 Penalty: 4965.097168
	Iteration 63Q: 3 clusters Score -2886986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2886989.750000 Penalty: 4965.097168
	Iteration 64Q: 3 clusters Score -2886990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2886989.750000 Penalty: 4965.097168
	Iteration 65Q: 3 clusters Score -2886990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2886994.000000 Penalty: 4965.097168
	Iteration 66Q: 3 clusters Score -2886994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2886994.500000 Penalty: 4965.097168
	Iteration 67Q: 3 clusters Score -2886994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2887003.000000 Penalty: 4965.097168
	Iteration 68Q: 3 clusters Score -2887003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2887003.750000 Penalty: 4965.097168
	Iteration 69Q: 3 clusters Score -2887004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2887012.250000 Penalty: 4965.097168
	Iteration 70Q: 3 clusters Score -2887012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2887015.000000 Penalty: 4965.097168
	Iteration 71Q: 3 clusters Score -2887015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2887018.250000 Penalty: 4965.097168
	Iteration 72Q: 3 clusters Score -2887018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2887027.500000 Penalty: 4965.097168
	Iteration 73Q: 3 clusters Score -2887028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2887023.250000 Penalty: 4965.097168
	Iteration 74Q: 3 clusters Score -2887023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2887023.750000 Penalty: 4965.097168
	Iteration 75Q: 3 clusters Score -2887024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2887025.750000 Penalty: 4965.097168
	Iteration 76Q: 3 clusters Score -2887026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2887023.750000 Penalty: 4965.097168
	Iteration 77Q: 3 clusters Score -2887024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2887025.250000 Penalty: 4965.097168
	Iteration 78Q: 3 clusters Score -2887025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2887032.000000 Penalty: 4965.097168
	Iteration 79Q: 3 clusters Score -2887032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2887033.250000 Penalty: 4965.097168
	Iteration 80F: 3 clusters Score -2887033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2887034.250000 Penalty: 4965.097168
	Iteration 81Q: 3 clusters Score -2887034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2887033.500000 Penalty: 4965.097168
	Iteration 82Q: 3 clusters Score -2887034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2887033.500000 Penalty: 4965.097168
	Iteration 83Q: 3 clusters Score -2887034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2887039.000000 Penalty: 4965.097168
	Iteration 84Q: 3 clusters Score -2887039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2887038.000000 Penalty: 4965.097168
	Iteration 85Q: 3 clusters Score -2887038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2887038.500000 Penalty: 4965.097168
	Iteration 86Q: 3 clusters Score -2887038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2887038.500000 Penalty: 4965.097168
	Iteration 87F: 3 clusters Score -2887038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178558 members 
Entering Unmasked Estep 
Score: -22857856.000000 Penalty: 2998.981689
	Iteration 0F: 2 clusters Score -2.285786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -22741364.000000 Penalty: 5997.963379
	Iteration 0F: 3 clusters Score -2.274136e+07 nChanged 85474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93707 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -22790876.000000 Penalty: 5997.963379
	Iteration 1F: 3 clusters Score -2.279088e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -22791954.000000 Penalty: 5997.963379
	Iteration 2Q: 3 clusters Score -2.279195e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -22793354.000000 Penalty: 5997.963379
	Iteration 3Q: 3 clusters Score -2.279335e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -22795584.000000 Penalty: 5997.963379
	Iteration 4Q: 3 clusters Score -2.279558e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -22799822.000000 Penalty: 5997.963379
	Iteration 5Q: 3 clusters Score -2.279982e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -22808112.000000 Penalty: 5997.963379
	Iteration 6F: 3 clusters Score -2.280811e+07 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142226 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -22821614.000000 Penalty: 5997.963379
	Iteration 7F: 3 clusters Score -2.282161e+07 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -22837768.000000 Penalty: 5997.963379
	Iteration 8F: 3 clusters Score -2.283777e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170719 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -22848960.000000 Penalty: 5997.963379
	Iteration 9F: 3 clusters Score -2.284896e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175959 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -22853260.000000 Penalty: 5997.963379
	Iteration 10Q: 3 clusters Score -2.285326e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177593 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -22854574.000000 Penalty: 5997.963379
	Iteration 11Q: 3 clusters Score -2.285457e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22855044.000000 Penalty: 5997.963379
	Iteration 12Q: 3 clusters Score -2.285504e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178147 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22855190.000000 Penalty: 5997.963379
	Iteration 13Q: 3 clusters Score -2.285519e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22855244.000000 Penalty: 5997.963379
	Iteration 14Q: 3 clusters Score -2.285524e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22855296.000000 Penalty: 5997.963379
	Iteration 15Q: 3 clusters Score -2.28553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22855354.000000 Penalty: 5997.963379
	Iteration 16Q: 3 clusters Score -2.285535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22855374.000000 Penalty: 5997.963379
	Iteration 17Q: 3 clusters Score -2.285537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22855382.000000 Penalty: 5997.963379
	Iteration 18Q: 3 clusters Score -2.285538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22855400.000000 Penalty: 5997.963379
	Iteration 19Q: 3 clusters Score -2.28554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178259 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22855406.000000 Penalty: 5997.963379
	Iteration 20F: 3 clusters Score -2.285541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22855396.000000 Penalty: 5997.963379
	Iteration 21Q: 3 clusters Score -2.28554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22855396.000000 Penalty: 5997.963379
	Iteration 22F: 3 clusters Score -2.28554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Entering Unmasked Estep 
Score: -2727465.750000 Penalty: 2467.857666
	Iteration 0F: 2 clusters Score -2727466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2712835.500000 Penalty: 4935.715332
	Iteration 0F: 3 clusters Score -2712836 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2717760.000000 Penalty: 4935.715332
	Iteration 1F: 3 clusters Score -2717760 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2718311.500000 Penalty: 4935.715332
	Iteration 2F: 3 clusters Score -2718312 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2718801.000000 Penalty: 4935.715332
	Iteration 3F: 3 clusters Score -2718801 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2719295.750000 Penalty: 4935.715332
	Iteration 4Q: 3 clusters Score -2719296 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2719794.000000 Penalty: 4935.715332
	Iteration 5Q: 3 clusters Score -2719794 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2720334.250000 Penalty: 4935.715332
	Iteration 6Q: 3 clusters Score -2720334 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2720944.500000 Penalty: 4935.715332
	Iteration 7Q: 3 clusters Score -2720944 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2721586.750000 Penalty: 4935.715332
	Iteration 8Q: 3 clusters Score -2721587 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2722164.750000 Penalty: 4935.715332
	Iteration 9Q: 3 clusters Score -2722165 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2722705.250000 Penalty: 4935.715332
	Iteration 10Q: 3 clusters Score -2722705 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2723159.250000 Penalty: 4935.715332
	Iteration 11Q: 3 clusters Score -2723159 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2723573.750000 Penalty: 4935.715332
	Iteration 12Q: 3 clusters Score -2723574 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2723889.500000 Penalty: 4935.715332
	Iteration 13Q: 3 clusters Score -2723890 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2724160.750000 Penalty: 4935.715332
	Iteration 14Q: 3 clusters Score -2724161 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2724400.750000 Penalty: 4935.715332
	Iteration 15Q: 3 clusters Score -2724401 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2724575.750000 Penalty: 4935.715332
	Iteration 16Q: 3 clusters Score -2724576 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2724712.000000 Penalty: 4935.715332
	Iteration 17Q: 3 clusters Score -2724712 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2724826.000000 Penalty: 4935.715332
	Iteration 18Q: 3 clusters Score -2724826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2724930.500000 Penalty: 4935.715332
	Iteration 19Q: 3 clusters Score -2724930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2724991.750000 Penalty: 4935.715332
	Iteration 20F: 3 clusters Score -2724992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2725061.500000 Penalty: 4935.715332
	Iteration 21Q: 3 clusters Score -2725062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2725113.000000 Penalty: 4935.715332
	Iteration 22Q: 3 clusters Score -2725113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2725150.000000 Penalty: 4935.715332
	Iteration 23Q: 3 clusters Score -2725150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2725182.250000 Penalty: 4935.715332
	Iteration 24Q: 3 clusters Score -2725182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2725202.500000 Penalty: 4935.715332
	Iteration 25Q: 3 clusters Score -2725202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2725223.750000 Penalty: 4935.715332
	Iteration 26Q: 3 clusters Score -2725224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2725242.250000 Penalty: 4935.715332
	Iteration 27Q: 3 clusters Score -2725242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2725253.750000 Penalty: 4935.715332
	Iteration 28Q: 3 clusters Score -2725254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2725263.000000 Penalty: 4935.715332
	Iteration 29Q: 3 clusters Score -2725263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2725284.250000 Penalty: 4935.715332
	Iteration 30Q: 3 clusters Score -2725284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2725293.000000 Penalty: 4935.715332
	Iteration 31Q: 3 clusters Score -2725293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2725302.250000 Penalty: 4935.715332
	Iteration 32Q: 3 clusters Score -2725302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2725314.500000 Penalty: 4935.715332
	Iteration 33Q: 3 clusters Score -2725314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2725318.750000 Penalty: 4935.715332
	Iteration 34Q: 3 clusters Score -2725319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2725321.000000 Penalty: 4935.715332
	Iteration 35Q: 3 clusters Score -2725321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2725324.250000 Penalty: 4935.715332
	Iteration 36Q: 3 clusters Score -2725324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2725326.750000 Penalty: 4935.715332
	Iteration 37Q: 3 clusters Score -2725327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2725324.250000 Penalty: 4935.715332
	Iteration 38Q: 3 clusters Score -2725324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2725327.000000 Penalty: 4935.715332
	Iteration 39Q: 3 clusters Score -2725327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2725331.000000 Penalty: 4935.715332
	Iteration 40F: 3 clusters Score -2725331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2725330.750000 Penalty: 4935.715332
	Iteration 41Q: 3 clusters Score -2725331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2725334.000000 Penalty: 4935.715332
	Iteration 42Q: 3 clusters Score -2725334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2725334.000000 Penalty: 4935.715332
	Iteration 43F: 3 clusters Score -2725334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -46015.753906 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -46015.75 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 214 members 
Entering Unmasked Estep 
Score: -44641.183594 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -44641.18 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44859.984375 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -44859.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44954.339844 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -44954.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45006.109375 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -45006.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45022.570312 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -45022.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45025.906250 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -45025.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45028.375000 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -45028.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45029.617188 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -45029.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45032.425781 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -45032.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45032.425781 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -45032.43 nChanged 0
--- Evaluating fit on full set of 2345756 points ---
Entering Unmasked Estep 
Score: -295972672.000000 Penalty: 58203.093750
20->17 Clusters: Score -295972672.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 781918 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 39180 members 
Mstep: Class 3 contains 39068 members 
Mstep: Class 4 contains 39319 members 
Mstep: Class 5 contains 39256 members 
Mstep: Class 6 contains 39129 members 
Mstep: Class 7 contains 38818 members 
Mstep: Class 8 contains 39212 members 
Mstep: Class 9 contains 39054 members 
Mstep: Class 10 contains 39019 members 
Mstep: Class 11 contains 38819 members 
Mstep: Class 12 contains 39384 members 
Mstep: Class 13 contains 38847 members 
Mstep: Class 14 contains 39349 members 
Mstep: Class 15 contains 39226 members 
Mstep: Class 16 contains 39207 members 
Mstep: Class 17 contains 38976 members 
Mstep: Class 18 contains 39214 members 
Mstep: Class 19 contains 38871 members 
Mstep: Class 20 contains 39078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 567.973511 but Gain 3365.234375
Score: -94859000.000000 Penalty: 63939.507812
Iteration 0F: 20 clusters Score -9.4859e+07 nChanged 740290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2474 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 83460 members 
Mstep: Class 3 contains 21010 members 
Mstep: Class 4 contains 40660 members 
Mstep: Class 5 contains 117584 members 
Mstep: Class 6 contains 50707 members 
Mstep: Class 7 contains 39239 members 
Mstep: Class 8 contains 41532 members 
Mstep: Class 9 contains 18101 members 
Mstep: Class 10 contains 83443 members 
Mstep: Class 11 contains 38155 members 
Mstep: Class 12 contains 39108 members 
Mstep: Class 13 contains 29072 members 
Mstep: Class 14 contains 26200 members 
Mstep: Class 15 contains 20101 members 
Mstep: Class 16 contains 14063 members 
Mstep: Class 17 contains 58123 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 25581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97047888.000000 Penalty: 63939.507812
Iteration 1F: 20 clusters Score -9.704789e+07 nChanged 267842
Entering Unmasked Mstep 
Mstep: Class 0 contains 2458 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 95584 members 
Mstep: Class 3 contains 16036 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 176927 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 32877 members 
Mstep: Class 8 contains 29367 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 110158 members 
Mstep: Class 11 contains 38012 members 
Mstep: Class 12 contains 31086 members 
Mstep: Class 13 contains 16521 members 
Mstep: Class 14 contains 30368 members 
Mstep: Class 15 contains 11891 members 
Mstep: Class 16 contains 7466 members 
Mstep: Class 17 contains 56141 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97413392.000000 Penalty: 63939.507812
Iteration 2F: 20 clusters Score -9.741339e+07 nChanged 190279
Entering Unmasked Mstep 
Mstep: Class 0 contains 2379 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 93025 members 
Mstep: Class 3 contains 11400 members 
Mstep: Class 4 contains 24352 members 
Mstep: Class 5 contains 259464 members 
Mstep: Class 6 contains 40293 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 15855 members 
Mstep: Class 9 contains 7101 members 
Mstep: Class 10 contains 116758 members 
Mstep: Class 11 contains 28062 members 
Mstep: Class 12 contains 20496 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 35645 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 64777 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 9455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2258.629395 but Gain 3365.238281
Score: -97584112.000000 Penalty: 60574.269531
Iteration 3F: 19 clusters Score -9.758411e+07 nChanged 150111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2143 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 85935 members 
Mstep: Class 3 contains 9139 members 
Mstep: Class 4 contains 14687 members 
Mstep: Class 5 contains 320451 members 
Mstep: Class 6 contains 33929 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 116672 members 
Mstep: Class 11 contains 19462 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 6137 members 
Mstep: Class 14 contains 37730 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 80275 members 
Mstep: Class 19 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3357.562256 but Gain 3365.238281
Score: -97675952.000000 Penalty: 57209.031250
Iteration 4F: 18 clusters Score -9.767595e+07 nChanged 105414
Entering Unmasked Mstep 
Mstep: Class 0 contains 1425 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 82955 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 332694 members 
Mstep: Class 6 contains 29840 members 
Mstep: Class 7 contains 16993 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 125842 members 
Mstep: Class 11 contains 14694 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 3771 members 
Mstep: Class 14 contains 34597 members 
Mstep: Class 15 contains 4042 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 100139 members 
Mstep: Class 19 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2966.869873 but Gain 3365.238281
Score: -97885664.000000 Penalty: 53843.792969
Iteration 5F: 17 clusters Score -9.788566e+07 nChanged 82296
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 79578 members 
Mstep: Class 3 contains 10288 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 323624 members 
Mstep: Class 6 contains 26098 members 
Mstep: Class 7 contains 15761 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 139906 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 4792 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 30960 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 17 contains 119607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97973200.000000 Penalty: 53843.792969
Iteration 6F: 17 clusters Score -9.79732e+07 nChanged 67944
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 74435 members 
Mstep: Class 3 contains 11607 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 303887 members 
Mstep: Class 6 contains 22670 members 
Mstep: Class 7 contains 15155 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 158217 members 
Mstep: Class 11 contains 9357 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 3269 members 
Mstep: Class 14 contains 28785 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 136476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2682.316162 but Gain 3365.234375
Score: -98025408.000000 Penalty: 50478.558594
Iteration 7F: 16 clusters Score -9.802541e+07 nChanged 65127
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 67634 members 
Mstep: Class 3 contains 13000 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 278242 members 
Mstep: Class 6 contains 20609 members 
Mstep: Class 7 contains 15713 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 183714 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 28080 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 150017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2756.597168 but Gain 3365.238281
Score: -98077456.000000 Penalty: 47113.320312
Iteration 8F: 15 clusters Score -9.807746e+07 nChanged 69724
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 59522 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 5 contains 243266 members 
Mstep: Class 6 contains 18826 members 
Mstep: Class 7 contains 16592 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 219929 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 28190 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 160391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98112464.000000 Penalty: 47113.320312
Iteration 9F: 15 clusters Score -9.811246e+07 nChanged 71417
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 53041 members 
Mstep: Class 3 contains 15856 members 
Mstep: Class 5 contains 202991 members 
Mstep: Class 6 contains 17159 members 
Mstep: Class 7 contains 17320 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 256818 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 28651 members 
Mstep: Class 15 contains 4708 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 169598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3265.594727 but Gain 3365.238281
Score: -98129392.000000 Penalty: 43748.082031
Iteration 10F: 14 clusters Score -9.812939e+07 nChanged 58331
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 49847 members 
Mstep: Class 3 contains 17223 members 
Mstep: Class 5 contains 179612 members 
Mstep: Class 6 contains 15746 members 
Mstep: Class 7 contains 17879 members 
Mstep: Class 10 contains 273339 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 29349 members 
Mstep: Class 15 contains 5125 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 179975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98144064.000000 Penalty: 43748.082031
Iteration 11F: 14 clusters Score -9.814406e+07 nChanged 43529
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 47834 members 
Mstep: Class 3 contains 18302 members 
Mstep: Class 5 contains 170183 members 
Mstep: Class 6 contains 14596 members 
Mstep: Class 7 contains 18011 members 
Mstep: Class 10 contains 271577 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 30428 members 
Mstep: Class 15 contains 5621 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 190894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98158544.000000 Penalty: 43748.082031
Iteration 12F: 14 clusters Score -9.815854e+07 nChanged 36712
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 46400 members 
Mstep: Class 3 contains 19144 members 
Mstep: Class 5 contains 168057 members 
Mstep: Class 6 contains 13717 members 
Mstep: Class 7 contains 18041 members 
Mstep: Class 10 contains 262077 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 13 contains 3702 members 
Mstep: Class 14 contains 31807 members 
Mstep: Class 15 contains 6102 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 201337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98171424.000000 Penalty: 43748.082031
Iteration 13Q: 14 clusters Score -9.817142e+07 nChanged 32614
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45465 members 
Mstep: Class 3 contains 19795 members 
Mstep: Class 5 contains 168596 members 
Mstep: Class 6 contains 13014 members 
Mstep: Class 7 contains 18105 members 
Mstep: Class 10 contains 249415 members 
Mstep: Class 11 contains 9397 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 33400 members 
Mstep: Class 15 contains 6573 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 211422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98184456.000000 Penalty: 43748.082031
Iteration 14Q: 14 clusters Score -9.818446e+07 nChanged 29183
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 44826 members 
Mstep: Class 3 contains 20294 members 
Mstep: Class 5 contains 169889 members 
Mstep: Class 6 contains 12481 members 
Mstep: Class 7 contains 18140 members 
Mstep: Class 10 contains 235623 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 35156 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 221381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98195168.000000 Penalty: 43748.082031
Iteration 15Q: 14 clusters Score -9.819517e+07 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 44519 members 
Mstep: Class 3 contains 20634 members 
Mstep: Class 5 contains 170793 members 
Mstep: Class 6 contains 12053 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 10 contains 221783 members 
Mstep: Class 11 contains 11100 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 37005 members 
Mstep: Class 15 contains 7739 members 
Mstep: Class 16 contains 805 members 
Mstep: Class 17 contains 231296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98205632.000000 Penalty: 43748.082031
Iteration 16Q: 14 clusters Score -9.820563e+07 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 44151 members 
Mstep: Class 3 contains 20841 members 
Mstep: Class 5 contains 170738 members 
Mstep: Class 6 contains 11714 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 10 contains 209328 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 38920 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 811 members 
Mstep: Class 17 contains 240906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98214592.000000 Penalty: 43748.082031
Iteration 17Q: 14 clusters Score -9.821459e+07 nChanged 22913
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 43729 members 
Mstep: Class 3 contains 20958 members 
Mstep: Class 5 contains 169718 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 18556 members 
Mstep: Class 10 contains 198583 members 
Mstep: Class 11 contains 12285 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 813 members 
Mstep: Class 17 contains 249958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98221888.000000 Penalty: 43748.082031
Iteration 18Q: 14 clusters Score -9.822189e+07 nChanged 21168
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 21040 members 
Mstep: Class 5 contains 167793 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 18781 members 
Mstep: Class 10 contains 189882 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 42781 members 
Mstep: Class 15 contains 9697 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 258263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98227408.000000 Penalty: 43748.082031
Iteration 19Q: 14 clusters Score -9.822741e+07 nChanged 19310
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42204 members 
Mstep: Class 3 contains 21046 members 
Mstep: Class 5 contains 165336 members 
Mstep: Class 6 contains 11144 members 
Mstep: Class 7 contains 18961 members 
Mstep: Class 10 contains 183158 members 
Mstep: Class 11 contains 12753 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 44621 members 
Mstep: Class 15 contains 10260 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 265681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98231568.000000 Penalty: 43748.082031
Iteration 20F: 14 clusters Score -9.823157e+07 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 41206 members 
Mstep: Class 3 contains 21086 members 
Mstep: Class 5 contains 162697 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 19139 members 
Mstep: Class 10 contains 178122 members 
Mstep: Class 11 contains 12732 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 271837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98234208.000000 Penalty: 43748.082031
Iteration 21Q: 14 clusters Score -9.823421e+07 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40186 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 5 contains 160191 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 19291 members 
Mstep: Class 10 contains 174463 members 
Mstep: Class 11 contains 12628 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 48275 members 
Mstep: Class 15 contains 11202 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 276818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235232.000000 Penalty: 43748.082031
Iteration 22Q: 14 clusters Score -9.823523e+07 nChanged 16624
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39105 members 
Mstep: Class 3 contains 21160 members 
Mstep: Class 5 contains 157820 members 
Mstep: Class 6 contains 10942 members 
Mstep: Class 7 contains 19471 members 
Mstep: Class 10 contains 172075 members 
Mstep: Class 11 contains 12506 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 49874 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 280625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235368.000000 Penalty: 43748.082031
Iteration 23Q: 14 clusters Score -9.823537e+07 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 37917 members 
Mstep: Class 3 contains 21160 members 
Mstep: Class 5 contains 155844 members 
Mstep: Class 6 contains 10922 members 
Mstep: Class 7 contains 19680 members 
Mstep: Class 10 contains 170764 members 
Mstep: Class 11 contains 12424 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 51409 members 
Mstep: Class 15 contains 11994 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 283050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235440.000000 Penalty: 43748.082031
Iteration 24Q: 14 clusters Score -9.823544e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36703 members 
Mstep: Class 3 contains 21214 members 
Mstep: Class 5 contains 154321 members 
Mstep: Class 6 contains 10926 members 
Mstep: Class 7 contains 19895 members 
Mstep: Class 10 contains 170226 members 
Mstep: Class 11 contains 12484 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 52715 members 
Mstep: Class 15 contains 12380 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 284302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235584.000000 Penalty: 43748.082031
Iteration 25Q: 14 clusters Score -9.823558e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35553 members 
Mstep: Class 3 contains 21299 members 
Mstep: Class 5 contains 153269 members 
Mstep: Class 6 contains 10918 members 
Mstep: Class 7 contains 20092 members 
Mstep: Class 10 contains 170615 members 
Mstep: Class 11 contains 12762 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 53936 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 284022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235232.000000 Penalty: 43748.082031
Iteration 26Q: 14 clusters Score -9.823523e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 34330 members 
Mstep: Class 3 contains 21401 members 
Mstep: Class 5 contains 152959 members 
Mstep: Class 6 contains 10906 members 
Mstep: Class 7 contains 20269 members 
Mstep: Class 10 contains 171540 members 
Mstep: Class 11 contains 13218 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 55006 members 
Mstep: Class 15 contains 13045 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 282496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235400.000000 Penalty: 43748.082031
Iteration 27Q: 14 clusters Score -9.82354e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 33286 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 5 contains 153182 members 
Mstep: Class 6 contains 10878 members 
Mstep: Class 7 contains 20403 members 
Mstep: Class 10 contains 172889 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 14 contains 55950 members 
Mstep: Class 15 contains 13323 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 280012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235080.000000 Penalty: 43748.082031
Iteration 28Q: 14 clusters Score -9.823508e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 32272 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 5 contains 153911 members 
Mstep: Class 6 contains 10852 members 
Mstep: Class 7 contains 20593 members 
Mstep: Class 10 contains 174395 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 14 contains 56808 members 
Mstep: Class 15 contains 13563 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 276699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235136.000000 Penalty: 43748.082031
Iteration 29Q: 14 clusters Score -9.823514e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 31296 members 
Mstep: Class 3 contains 21592 members 
Mstep: Class 5 contains 155128 members 
Mstep: Class 6 contains 10847 members 
Mstep: Class 7 contains 20777 members 
Mstep: Class 10 contains 175913 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 57521 members 
Mstep: Class 15 contains 13828 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 272823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235440.000000 Penalty: 43748.082031
Iteration 30Q: 14 clusters Score -9.823544e+07 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 30349 members 
Mstep: Class 3 contains 21657 members 
Mstep: Class 5 contains 156761 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 20985 members 
Mstep: Class 10 contains 177389 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 58080 members 
Mstep: Class 15 contains 14037 members 
Mstep: Class 16 contains 836 members 
Mstep: Class 17 contains 268709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98237440.000000 Penalty: 43748.082031
Iteration 31Q: 14 clusters Score -9.823744e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29418 members 
Mstep: Class 3 contains 21723 members 
Mstep: Class 5 contains 158858 members 
Mstep: Class 6 contains 10801 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 10 contains 178676 members 
Mstep: Class 11 contains 17378 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 58570 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 264369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98238856.000000 Penalty: 43748.082031
Iteration 32Q: 14 clusters Score -9.823886e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 28461 members 
Mstep: Class 3 contains 21782 members 
Mstep: Class 5 contains 161466 members 
Mstep: Class 6 contains 10784 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 10 contains 179682 members 
Mstep: Class 11 contains 18431 members 
Mstep: Class 13 contains 3755 members 
Mstep: Class 14 contains 58951 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 259938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98240608.000000 Penalty: 43748.082031
Iteration 33Q: 14 clusters Score -9.824061e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 27485 members 
Mstep: Class 3 contains 21817 members 
Mstep: Class 5 contains 164504 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 21476 members 
Mstep: Class 10 contains 180207 members 
Mstep: Class 11 contains 19543 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 59222 members 
Mstep: Class 15 contains 14412 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 255781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98241824.000000 Penalty: 43748.082031
Iteration 34Q: 14 clusters Score -9.824182e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26519 members 
Mstep: Class 3 contains 21865 members 
Mstep: Class 5 contains 168080 members 
Mstep: Class 6 contains 10693 members 
Mstep: Class 7 contains 21590 members 
Mstep: Class 10 contains 180358 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 59461 members 
Mstep: Class 15 contains 14506 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 251473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98243632.000000 Penalty: 43748.082031
Iteration 35Q: 14 clusters Score -9.824363e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 25514 members 
Mstep: Class 3 contains 21939 members 
Mstep: Class 5 contains 172134 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 7 contains 21725 members 
Mstep: Class 10 contains 180087 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 59670 members 
Mstep: Class 15 contains 14565 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 247167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98245424.000000 Penalty: 43748.082031
Iteration 36Q: 14 clusters Score -9.824542e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24457 members 
Mstep: Class 3 contains 22075 members 
Mstep: Class 5 contains 176641 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 21846 members 
Mstep: Class 10 contains 179338 members 
Mstep: Class 11 contains 22847 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 59842 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 242905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98247120.000000 Penalty: 43748.082031
Iteration 37Q: 14 clusters Score -9.824712e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 23304 members 
Mstep: Class 3 contains 22281 members 
Mstep: Class 5 contains 181195 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 21972 members 
Mstep: Class 10 contains 178392 members 
Mstep: Class 11 contains 23925 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 59949 members 
Mstep: Class 15 contains 14669 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 238918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98249888.000000 Penalty: 43748.082031
Iteration 38Q: 14 clusters Score -9.824989e+07 nChanged 11459
Entering ConstructFrom: 
Score: -98249888.000000 Penalty: 43748.082031
Entering ConstructFrom: 
Trying to split cluster 1 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -211000.718750 Penalty: 1897.123779
	Iteration 0F: 2 clusters Score -211000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -208489.593750 Penalty: 3794.247559
	Iteration 0F: 3 clusters Score -208489.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -210353.171875 Penalty: 3794.247559
	Iteration 1F: 3 clusters Score -210353.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -212573.390625 Penalty: 3794.247559
	Iteration 2F: 3 clusters Score -212573.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213902.625000 Penalty: 3794.247559
	Iteration 3F: 3 clusters Score -213902.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -214709.406250 Penalty: 3794.247559
	Iteration 4F: 3 clusters Score -214709.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -214957.359375 Penalty: 3794.247559
	Iteration 5Q: 3 clusters Score -214957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -215006.343750 Penalty: 3794.247559
	Iteration 6Q: 3 clusters Score -215006.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -215019.390625 Penalty: 3794.247559
	Iteration 7Q: 3 clusters Score -215019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -215022.515625 Penalty: 3794.247559
	Iteration 8Q: 3 clusters Score -215022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -215023.859375 Penalty: 3794.247559
	Iteration 9Q: 3 clusters Score -215023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215026.734375 Penalty: 3794.247559
	Iteration 10Q: 3 clusters Score -215026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -215030.531250 Penalty: 3794.247559
	Iteration 11Q: 3 clusters Score -215030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -215032.421875 Penalty: 3794.247559
	Iteration 12Q: 3 clusters Score -215032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -215032.859375 Penalty: 3794.247559
	Iteration 13Q: 3 clusters Score -215032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -215033.609375 Penalty: 3794.247559
	Iteration 14Q: 3 clusters Score -215033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -215034.593750 Penalty: 3794.247559
	Iteration 15Q: 3 clusters Score -215034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215036.109375 Penalty: 3794.247559
	Iteration 16Q: 3 clusters Score -215036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -215039.515625 Penalty: 3794.247559
	Iteration 17Q: 3 clusters Score -215039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215042.640625 Penalty: 3794.247559
	Iteration 18Q: 3 clusters Score -215042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215051.109375 Penalty: 3794.247559
	Iteration 19Q: 3 clusters Score -215051.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215067.687500 Penalty: 3794.247559
	Iteration 20F: 3 clusters Score -215067.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215078.312500 Penalty: 3794.247559
	Iteration 21Q: 3 clusters Score -215078.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215090.906250 Penalty: 3794.247559
	Iteration 22Q: 3 clusters Score -215090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -215125.359375 Penalty: 3794.247559
	Iteration 23Q: 3 clusters Score -215125.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -215194.750000 Penalty: 3794.247559
	Iteration 24Q: 3 clusters Score -215194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -215215.640625 Penalty: 3794.247559
	Iteration 25Q: 3 clusters Score -215215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215235.875000 Penalty: 3794.247559
	Iteration 26Q: 3 clusters Score -215235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215265.015625 Penalty: 3794.247559
	Iteration 27Q: 3 clusters Score -215265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -215341.578125 Penalty: 3794.247559
	Iteration 28Q: 3 clusters Score -215341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -215418.156250 Penalty: 3794.247559
	Iteration 29Q: 3 clusters Score -215418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -215484.406250 Penalty: 3794.247559
	Iteration 30Q: 3 clusters Score -215484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -215600.093750 Penalty: 3794.247559
	Iteration 31Q: 3 clusters Score -215600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -215746.609375 Penalty: 3794.247559
	Iteration 32Q: 3 clusters Score -215746.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -215848.218750 Penalty: 3794.247559
	Iteration 33Q: 3 clusters Score -215848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -215872.734375 Penalty: 3794.247559
	Iteration 34Q: 3 clusters Score -215872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -215884.468750 Penalty: 3794.247559
	Iteration 35Q: 3 clusters Score -215884.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -215888.750000 Penalty: 3794.247559
	Iteration 36Q: 3 clusters Score -215888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -215892.859375 Penalty: 3794.247559
	Iteration 37Q: 3 clusters Score -215892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -215895.468750 Penalty: 3794.247559
	Iteration 38Q: 3 clusters Score -215895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -215898.828125 Penalty: 3794.247559
	Iteration 39Q: 3 clusters Score -215898.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215907.656250 Penalty: 3794.247559
	Iteration 40F: 3 clusters Score -215907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215917.609375 Penalty: 3794.247559
	Iteration 41Q: 3 clusters Score -215917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -215924.781250 Penalty: 3794.247559
	Iteration 42Q: 3 clusters Score -215924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -215931.171875 Penalty: 3794.247559
	Iteration 43Q: 3 clusters Score -215931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -215934.296875 Penalty: 3794.247559
	Iteration 44Q: 3 clusters Score -215934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -215937.234375 Penalty: 3794.247559
	Iteration 45Q: 3 clusters Score -215937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -215938.671875 Penalty: 3794.247559
	Iteration 46Q: 3 clusters Score -215938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -215939.250000 Penalty: 3794.247559
	Iteration 47Q: 3 clusters Score -215939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -215939.250000 Penalty: 3794.247559
	Iteration 48F: 3 clusters Score -215939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 22099 members 
Mstep: Class 10 contains 177443 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 60010 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 235261 members 
Entering Unmasked Estep 
Score: -98253088.000000 Penalty: 47113.320312
Splitting cluster 1 changes total score from -98249888.000000 to -98253088.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (22090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Entering Unmasked Estep 
Score: -2882743.250000 Penalty: 2480.714355
	Iteration 0F: 2 clusters Score -2882743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2867323.500000 Penalty: 4961.428711
	Iteration 0F: 3 clusters Score -2867324 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2872643.250000 Penalty: 4961.428711
	Iteration 1F: 3 clusters Score -2872643 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2873051.750000 Penalty: 4961.428711
	Iteration 2F: 3 clusters Score -2873052 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2873367.250000 Penalty: 4961.428711
	Iteration 3Q: 3 clusters Score -2873367 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2873628.000000 Penalty: 4961.428711
	Iteration 4Q: 3 clusters Score -2873628 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2873910.500000 Penalty: 4961.428711
	Iteration 5Q: 3 clusters Score -2873910 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2874244.750000 Penalty: 4961.428711
	Iteration 6Q: 3 clusters Score -2874245 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2874678.000000 Penalty: 4961.428711
	Iteration 7Q: 3 clusters Score -2874678 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2875198.250000 Penalty: 4961.428711
	Iteration 8Q: 3 clusters Score -2875198 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2875857.250000 Penalty: 4961.428711
	Iteration 9Q: 3 clusters Score -2875857 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2876620.750000 Penalty: 4961.428711
	Iteration 10Q: 3 clusters Score -2876621 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2877444.000000 Penalty: 4961.428711
	Iteration 11Q: 3 clusters Score -2877444 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2878204.000000 Penalty: 4961.428711
	Iteration 12Q: 3 clusters Score -2878204 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2878803.500000 Penalty: 4961.428711
	Iteration 13Q: 3 clusters Score -2878804 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2879254.750000 Penalty: 4961.428711
	Iteration 14Q: 3 clusters Score -2879255 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2879572.750000 Penalty: 4961.428711
	Iteration 15Q: 3 clusters Score -2879573 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2879823.750000 Penalty: 4961.428711
	Iteration 16Q: 3 clusters Score -2879824 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2880008.500000 Penalty: 4961.428711
	Iteration 17Q: 3 clusters Score -2880008 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2880129.500000 Penalty: 4961.428711
	Iteration 18Q: 3 clusters Score -2880130 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2880256.500000 Penalty: 4961.428711
	Iteration 19Q: 3 clusters Score -2880256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2880358.000000 Penalty: 4961.428711
	Iteration 20F: 3 clusters Score -2880358 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2880439.500000 Penalty: 4961.428711
	Iteration 21Q: 3 clusters Score -2880440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2880492.000000 Penalty: 4961.428711
	Iteration 22Q: 3 clusters Score -2880492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2880521.250000 Penalty: 4961.428711
	Iteration 23Q: 3 clusters Score -2880521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2880547.250000 Penalty: 4961.428711
	Iteration 24Q: 3 clusters Score -2880547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2880568.000000 Penalty: 4961.428711
	Iteration 25Q: 3 clusters Score -2880568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2880594.000000 Penalty: 4961.428711
	Iteration 26Q: 3 clusters Score -2880594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2880604.750000 Penalty: 4961.428711
	Iteration 27Q: 3 clusters Score -2880605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2880618.250000 Penalty: 4961.428711
	Iteration 28Q: 3 clusters Score -2880618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2880626.250000 Penalty: 4961.428711
	Iteration 29Q: 3 clusters Score -2880626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2880638.250000 Penalty: 4961.428711
	Iteration 30Q: 3 clusters Score -2880638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2880644.000000 Penalty: 4961.428711
	Iteration 31Q: 3 clusters Score -2880644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2880646.250000 Penalty: 4961.428711
	Iteration 32Q: 3 clusters Score -2880646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2880655.250000 Penalty: 4961.428711
	Iteration 33Q: 3 clusters Score -2880655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2880661.500000 Penalty: 4961.428711
	Iteration 34Q: 3 clusters Score -2880662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2880661.250000 Penalty: 4961.428711
	Iteration 35Q: 3 clusters Score -2880661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2880663.250000 Penalty: 4961.428711
	Iteration 36Q: 3 clusters Score -2880663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2880667.500000 Penalty: 4961.428711
	Iteration 37Q: 3 clusters Score -2880668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2880666.000000 Penalty: 4961.428711
	Iteration 38Q: 3 clusters Score -2880666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2880671.500000 Penalty: 4961.428711
	Iteration 39Q: 3 clusters Score -2880672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2880675.250000 Penalty: 4961.428711
	Iteration 40F: 3 clusters Score -2880675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2880675.000000 Penalty: 4961.428711
	Iteration 41Q: 3 clusters Score -2880675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2880679.250000 Penalty: 4961.428711
	Iteration 42Q: 3 clusters Score -2880679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2880682.250000 Penalty: 4961.428711
	Iteration 43Q: 3 clusters Score -2880682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2880682.750000 Penalty: 4961.428711
	Iteration 44Q: 3 clusters Score -2880683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2880684.500000 Penalty: 4961.428711
	Iteration 45Q: 3 clusters Score -2880684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2880689.250000 Penalty: 4961.428711
	Iteration 46Q: 3 clusters Score -2880689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2880691.250000 Penalty: 4961.428711
	Iteration 47Q: 3 clusters Score -2880691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2880689.500000 Penalty: 4961.428711
	Iteration 48Q: 3 clusters Score -2880690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2880691.250000 Penalty: 4961.428711
	Iteration 49Q: 3 clusters Score -2880691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2880693.750000 Penalty: 4961.428711
	Iteration 50Q: 3 clusters Score -2880694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2880693.000000 Penalty: 4961.428711
	Iteration 51Q: 3 clusters Score -2880693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2880691.750000 Penalty: 4961.428711
	Iteration 52Q: 3 clusters Score -2880692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2880691.500000 Penalty: 4961.428711
	Iteration 53Q: 3 clusters Score -2880692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2880692.500000 Penalty: 4961.428711
	Iteration 54Q: 3 clusters Score -2880692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2880696.250000 Penalty: 4961.428711
	Iteration 55Q: 3 clusters Score -2880696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2880695.250000 Penalty: 4961.428711
	Iteration 56Q: 3 clusters Score -2880695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2880693.250000 Penalty: 4961.428711
	Iteration 57Q: 3 clusters Score -2880693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2880693.250000 Penalty: 4961.428711
	Iteration 58F: 3 clusters Score -2880693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Entering Unmasked Estep 
Score: -2913919.000000 Penalty: 2485.968506
	Iteration 0F: 2 clusters Score -2913919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2898106.750000 Penalty: 4971.937012
	Iteration 0F: 3 clusters Score -2898107 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2903497.500000 Penalty: 4971.937012
	Iteration 1F: 3 clusters Score -2903498 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2903967.250000 Penalty: 4971.937012
	Iteration 2F: 3 clusters Score -2903967 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2904483.000000 Penalty: 4971.937012
	Iteration 3Q: 3 clusters Score -2904483 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2905037.750000 Penalty: 4971.937012
	Iteration 4F: 3 clusters Score -2905038 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2905666.750000 Penalty: 4971.937012
	Iteration 5F: 3 clusters Score -2905667 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2906451.750000 Penalty: 4971.937012
	Iteration 6F: 3 clusters Score -2906452 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2907421.000000 Penalty: 4971.937012
	Iteration 7F: 3 clusters Score -2907421 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2908512.500000 Penalty: 4971.937012
	Iteration 8F: 3 clusters Score -2908512 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2909546.500000 Penalty: 4971.937012
	Iteration 9F: 3 clusters Score -2909546 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2910422.000000 Penalty: 4971.937012
	Iteration 10Q: 3 clusters Score -2910422 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2910937.250000 Penalty: 4971.937012
	Iteration 11Q: 3 clusters Score -2910937 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2911166.750000 Penalty: 4971.937012
	Iteration 12Q: 3 clusters Score -2911167 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2911283.500000 Penalty: 4971.937012
	Iteration 13Q: 3 clusters Score -2911284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2911359.500000 Penalty: 4971.937012
	Iteration 14Q: 3 clusters Score -2911360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2911439.500000 Penalty: 4971.937012
	Iteration 15Q: 3 clusters Score -2911440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2911486.500000 Penalty: 4971.937012
	Iteration 16Q: 3 clusters Score -2911486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2911523.750000 Penalty: 4971.937012
	Iteration 17Q: 3 clusters Score -2911524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2911574.250000 Penalty: 4971.937012
	Iteration 18Q: 3 clusters Score -2911574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2911599.250000 Penalty: 4971.937012
	Iteration 19Q: 3 clusters Score -2911599 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2911614.750000 Penalty: 4971.937012
	Iteration 20F: 3 clusters Score -2911615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2911635.500000 Penalty: 4971.937012
	Iteration 21Q: 3 clusters Score -2911636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2911652.250000 Penalty: 4971.937012
	Iteration 22Q: 3 clusters Score -2911652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2911659.750000 Penalty: 4971.937012
	Iteration 23Q: 3 clusters Score -2911660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2911661.000000 Penalty: 4971.937012
	Iteration 24Q: 3 clusters Score -2911661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2911666.250000 Penalty: 4971.937012
	Iteration 25Q: 3 clusters Score -2911666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2911672.500000 Penalty: 4971.937012
	Iteration 26Q: 3 clusters Score -2911672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2911668.250000 Penalty: 4971.937012
	Iteration 27Q: 3 clusters Score -2911668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2911674.500000 Penalty: 4971.937012
	Iteration 28Q: 3 clusters Score -2911674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2911673.750000 Penalty: 4971.937012
	Iteration 29Q: 3 clusters Score -2911674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2911681.250000 Penalty: 4971.937012
	Iteration 30Q: 3 clusters Score -2911681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2911685.500000 Penalty: 4971.937012
	Iteration 31Q: 3 clusters Score -2911686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2911689.500000 Penalty: 4971.937012
	Iteration 32Q: 3 clusters Score -2911690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2911696.750000 Penalty: 4971.937012
	Iteration 33Q: 3 clusters Score -2911697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2911695.250000 Penalty: 4971.937012
	Iteration 34Q: 3 clusters Score -2911695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2911699.750000 Penalty: 4971.937012
	Iteration 35Q: 3 clusters Score -2911700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2911709.500000 Penalty: 4971.937012
	Iteration 36Q: 3 clusters Score -2911710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2911721.000000 Penalty: 4971.937012
	Iteration 37Q: 3 clusters Score -2911721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2911723.500000 Penalty: 4971.937012
	Iteration 38Q: 3 clusters Score -2911724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2911724.750000 Penalty: 4971.937012
	Iteration 39Q: 3 clusters Score -2911725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2911724.750000 Penalty: 4971.937012
	Iteration 40F: 3 clusters Score -2911725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2911726.750000 Penalty: 4971.937012
	Iteration 41Q: 3 clusters Score -2911727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2911733.250000 Penalty: 4971.937012
	Iteration 42Q: 3 clusters Score -2911733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2911733.750000 Penalty: 4971.937012
	Iteration 43Q: 3 clusters Score -2911734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2911736.250000 Penalty: 4971.937012
	Iteration 44Q: 3 clusters Score -2911736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2911742.500000 Penalty: 4971.937012
	Iteration 45Q: 3 clusters Score -2911742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2911739.250000 Penalty: 4971.937012
	Iteration 46Q: 3 clusters Score -2911739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2911742.500000 Penalty: 4971.937012
	Iteration 47Q: 3 clusters Score -2911742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2911749.500000 Penalty: 4971.937012
	Iteration 48Q: 3 clusters Score -2911750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2911749.000000 Penalty: 4971.937012
	Iteration 49Q: 3 clusters Score -2911749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2911757.500000 Penalty: 4971.937012
	Iteration 50Q: 3 clusters Score -2911758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2911761.250000 Penalty: 4971.937012
	Iteration 51Q: 3 clusters Score -2911761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2911761.750000 Penalty: 4971.937012
	Iteration 52Q: 3 clusters Score -2911762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2911761.750000 Penalty: 4971.937012
	Iteration 53Q: 3 clusters Score -2911762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2911760.750000 Penalty: 4971.937012
	Iteration 54Q: 3 clusters Score -2911761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2911765.250000 Penalty: 4971.937012
	Iteration 55Q: 3 clusters Score -2911765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2911761.250000 Penalty: 4971.937012
	Iteration 56Q: 3 clusters Score -2911761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2911761.750000 Penalty: 4971.937012
	Iteration 57Q: 3 clusters Score -2911762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2911758.000000 Penalty: 4971.937012
	Iteration 58Q: 3 clusters Score -2911758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2911762.500000 Penalty: 4971.937012
	Iteration 59Q: 3 clusters Score -2911762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2911761.250000 Penalty: 4971.937012
	Iteration 60F: 3 clusters Score -2911761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2911759.250000 Penalty: 4971.937012
	Iteration 61Q: 3 clusters Score -2911759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2911759.250000 Penalty: 4971.937012
	Iteration 62F: 3 clusters Score -2911759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185505 members 
Entering Unmasked Estep 
Score: -23724976.000000 Penalty: 3008.447754
	Iteration 0F: 2 clusters Score -2.372498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -23607316.000000 Penalty: 6016.895508
	Iteration 0F: 3 clusters Score -2.360732e+07 nChanged 88817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -23659224.000000 Penalty: 6016.895508
	Iteration 1F: 3 clusters Score -2.365922e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -23660204.000000 Penalty: 6016.895508
	Iteration 2Q: 3 clusters Score -2.36602e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -23661632.000000 Penalty: 6016.895508
	Iteration 3Q: 3 clusters Score -2.366163e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -23664476.000000 Penalty: 6016.895508
	Iteration 4Q: 3 clusters Score -2.366448e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112232 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -23669484.000000 Penalty: 6016.895508
	Iteration 5F: 3 clusters Score -2.366948e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -23677966.000000 Penalty: 6016.895508
	Iteration 6F: 3 clusters Score -2.367797e+07 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -23691174.000000 Penalty: 6016.895508
	Iteration 7F: 3 clusters Score -2.369117e+07 nChanged 14888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -23705446.000000 Penalty: 6016.895508
	Iteration 8F: 3 clusters Score -2.370545e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -23716322.000000 Penalty: 6016.895508
	Iteration 9F: 3 clusters Score -2.371632e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161671 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -23721960.000000 Penalty: 6016.895508
	Iteration 10Q: 3 clusters Score -2.372196e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -23724028.000000 Penalty: 6016.895508
	Iteration 11Q: 3 clusters Score -2.372403e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -23725066.000000 Penalty: 6016.895508
	Iteration 12Q: 3 clusters Score -2.372507e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -23725706.000000 Penalty: 6016.895508
	Iteration 13Q: 3 clusters Score -2.372571e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -23726290.000000 Penalty: 6016.895508
	Iteration 14Q: 3 clusters Score -2.372629e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -23726726.000000 Penalty: 6016.895508
	Iteration 15Q: 3 clusters Score -2.372673e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169829 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -23727060.000000 Penalty: 6016.895508
	Iteration 16Q: 3 clusters Score -2.372706e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -23727302.000000 Penalty: 6016.895508
	Iteration 17Q: 3 clusters Score -2.37273e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -23727540.000000 Penalty: 6016.895508
	Iteration 18Q: 3 clusters Score -2.372754e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -23727658.000000 Penalty: 6016.895508
	Iteration 19Q: 3 clusters Score -2.372766e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172119 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -23727822.000000 Penalty: 6016.895508
	Iteration 20F: 3 clusters Score -2.372782e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172546 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -23728058.000000 Penalty: 6016.895508
	Iteration 21Q: 3 clusters Score -2.372806e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -23728214.000000 Penalty: 6016.895508
	Iteration 22Q: 3 clusters Score -2.372821e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -23728326.000000 Penalty: 6016.895508
	Iteration 23Q: 3 clusters Score -2.372833e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -23728382.000000 Penalty: 6016.895508
	Iteration 24Q: 3 clusters Score -2.372838e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -23728402.000000 Penalty: 6016.895508
	Iteration 25Q: 3 clusters Score -2.37284e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174099 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -23728392.000000 Penalty: 6016.895508
	Iteration 26Q: 3 clusters Score -2.372839e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -23728430.000000 Penalty: 6016.895508
	Iteration 27Q: 3 clusters Score -2.372843e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -23728408.000000 Penalty: 6016.895508
	Iteration 28Q: 3 clusters Score -2.372841e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174595 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -23728446.000000 Penalty: 6016.895508
	Iteration 29Q: 3 clusters Score -2.372845e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174723 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -23728442.000000 Penalty: 6016.895508
	Iteration 30Q: 3 clusters Score -2.372844e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174834 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -23728432.000000 Penalty: 6016.895508
	Iteration 31Q: 3 clusters Score -2.372843e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174929 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -23728428.000000 Penalty: 6016.895508
	Iteration 32Q: 3 clusters Score -2.372843e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -23728448.000000 Penalty: 6016.895508
	Iteration 33Q: 3 clusters Score -2.372845e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -23728442.000000 Penalty: 6016.895508
	Iteration 34Q: 3 clusters Score -2.372844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -23728454.000000 Penalty: 6016.895508
	Iteration 35Q: 3 clusters Score -2.372845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -23728428.000000 Penalty: 6016.895508
	Iteration 36Q: 3 clusters Score -2.372843e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -23728450.000000 Penalty: 6016.895508
	Iteration 37Q: 3 clusters Score -2.372845e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175285 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -23728432.000000 Penalty: 6016.895508
	Iteration 38Q: 3 clusters Score -2.372843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175319 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -23728460.000000 Penalty: 6016.895508
	Iteration 39Q: 3 clusters Score -2.372846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -23728468.000000 Penalty: 6016.895508
	Iteration 40F: 3 clusters Score -2.372847e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -23728468.000000 Penalty: 6016.895508
	Iteration 41Q: 3 clusters Score -2.372847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175438 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -23728484.000000 Penalty: 6016.895508
	Iteration 42Q: 3 clusters Score -2.372848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -23728460.000000 Penalty: 6016.895508
	Iteration 43Q: 3 clusters Score -2.372846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175516 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -23728492.000000 Penalty: 6016.895508
	Iteration 44Q: 3 clusters Score -2.372849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175545 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -23728466.000000 Penalty: 6016.895508
	Iteration 45Q: 3 clusters Score -2.372847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -23728468.000000 Penalty: 6016.895508
	Iteration 46Q: 3 clusters Score -2.372847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -23728486.000000 Penalty: 6016.895508
	Iteration 47Q: 3 clusters Score -2.372849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175614 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -23728490.000000 Penalty: 6016.895508
	Iteration 48Q: 3 clusters Score -2.372849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -23728486.000000 Penalty: 6016.895508
	Iteration 49Q: 3 clusters Score -2.372849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -23728464.000000 Penalty: 6016.895508
	Iteration 50Q: 3 clusters Score -2.372846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -23728466.000000 Penalty: 6016.895508
	Iteration 51Q: 3 clusters Score -2.372847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175655 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -23728476.000000 Penalty: 6016.895508
	Iteration 52Q: 3 clusters Score -2.372848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -23728466.000000 Penalty: 6016.895508
	Iteration 53Q: 3 clusters Score -2.372847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -23728464.000000 Penalty: 6016.895508
	Iteration 54Q: 3 clusters Score -2.372846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -23728450.000000 Penalty: 6016.895508
	Iteration 55Q: 3 clusters Score -2.372845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175672 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -23728476.000000 Penalty: 6016.895508
	Iteration 56Q: 3 clusters Score -2.372848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175679 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -23728456.000000 Penalty: 6016.895508
	Iteration 57Q: 3 clusters Score -2.372846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175685 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -23728450.000000 Penalty: 6016.895508
	Iteration 58Q: 3 clusters Score -2.372845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -23728464.000000 Penalty: 6016.895508
	Iteration 59Q: 3 clusters Score -2.372846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175703 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -23728450.000000 Penalty: 6016.895508
	Iteration 60F: 3 clusters Score -2.372845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -23728458.000000 Penalty: 6016.895508
	Iteration 61Q: 3 clusters Score -2.372846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175733 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -23728428.000000 Penalty: 6016.895508
	Iteration 62Q: 3 clusters Score -2.372843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -23728418.000000 Penalty: 6016.895508
	Iteration 63Q: 3 clusters Score -2.372842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175768 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -23728432.000000 Penalty: 6016.895508
	Iteration 64Q: 3 clusters Score -2.372843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -23728418.000000 Penalty: 6016.895508
	Iteration 65Q: 3 clusters Score -2.372842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -23728424.000000 Penalty: 6016.895508
	Iteration 66Q: 3 clusters Score -2.372842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -23728428.000000 Penalty: 6016.895508
	Iteration 67Q: 3 clusters Score -2.372843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -23728434.000000 Penalty: 6016.895508
	Iteration 68Q: 3 clusters Score -2.372843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175826 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -23728428.000000 Penalty: 6016.895508
	Iteration 69Q: 3 clusters Score -2.372843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175830 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -23728442.000000 Penalty: 6016.895508
	Iteration 70Q: 3 clusters Score -2.372844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175837 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -23728440.000000 Penalty: 6016.895508
	Iteration 71Q: 3 clusters Score -2.372844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -23728468.000000 Penalty: 6016.895508
	Iteration 72Q: 3 clusters Score -2.372847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -23728446.000000 Penalty: 6016.895508
	Iteration 73Q: 3 clusters Score -2.372845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -23728452.000000 Penalty: 6016.895508
	Iteration 74Q: 3 clusters Score -2.372845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -23728424.000000 Penalty: 6016.895508
	Iteration 75Q: 3 clusters Score -2.372842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175878 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -23728422.000000 Penalty: 6016.895508
	Iteration 76Q: 3 clusters Score -2.372842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175881 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -23728442.000000 Penalty: 6016.895508
	Iteration 77Q: 3 clusters Score -2.372844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175885 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -23728434.000000 Penalty: 6016.895508
	Iteration 78Q: 3 clusters Score -2.372843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -23728446.000000 Penalty: 6016.895508
	Iteration 79Q: 3 clusters Score -2.372845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175889 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -23728448.000000 Penalty: 6016.895508
	Iteration 80F: 3 clusters Score -2.372845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175891 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -23728448.000000 Penalty: 6016.895508
	Iteration 81Q: 3 clusters Score -2.372845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -23728456.000000 Penalty: 6016.895508
	Iteration 82Q: 3 clusters Score -2.372846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -23728452.000000 Penalty: 6016.895508
	Iteration 83Q: 3 clusters Score -2.372845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -23728454.000000 Penalty: 6016.895508
	Iteration 84Q: 3 clusters Score -2.372845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -23728444.000000 Penalty: 6016.895508
	Iteration 85Q: 3 clusters Score -2.372844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -23728454.000000 Penalty: 6016.895508
	Iteration 86Q: 3 clusters Score -2.372845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -23728448.000000 Penalty: 6016.895508
	Iteration 87Q: 3 clusters Score -2.372845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -23728448.000000 Penalty: 6016.895508
	Iteration 88F: 3 clusters Score -2.372845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 175902 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 22099 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 10 contains 177443 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 60010 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 235261 members 
Entering Unmasked Estep 
Score: -98255760.000000 Penalty: 50478.558594
Splitting cluster 5 changes total score from -98249888.000000 to -98255760.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -1265286.250000 Penalty: 2297.395508
	Iteration 0F: 2 clusters Score -1265286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1257352.625000 Penalty: 4594.791016
	Iteration 0F: 3 clusters Score -1257353 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1259918.250000 Penalty: 4594.791016
	Iteration 1F: 3 clusters Score -1259918 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1260485.500000 Penalty: 4594.791016
	Iteration 2F: 3 clusters Score -1260486 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1261306.375000 Penalty: 4594.791016
	Iteration 3F: 3 clusters Score -1261306 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1262362.875000 Penalty: 4594.791016
	Iteration 4F: 3 clusters Score -1262363 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1263563.000000 Penalty: 4594.791016
	Iteration 5F: 3 clusters Score -1263563 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1264668.375000 Penalty: 4594.791016
	Iteration 6F: 3 clusters Score -1264668 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1265341.125000 Penalty: 4594.791016
	Iteration 7F: 3 clusters Score -1265341 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1265676.000000 Penalty: 4594.791016
	Iteration 8Q: 3 clusters Score -1265676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1265834.750000 Penalty: 4594.791016
	Iteration 9Q: 3 clusters Score -1265835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1265923.000000 Penalty: 4594.791016
	Iteration 10Q: 3 clusters Score -1265923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1265965.250000 Penalty: 4594.791016
	Iteration 11Q: 3 clusters Score -1265965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1265984.500000 Penalty: 4594.791016
	Iteration 12Q: 3 clusters Score -1265984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1265993.625000 Penalty: 4594.791016
	Iteration 13Q: 3 clusters Score -1265994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1265994.875000 Penalty: 4594.791016
	Iteration 14Q: 3 clusters Score -1265995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1265994.375000 Penalty: 4594.791016
	Iteration 15Q: 3 clusters Score -1265994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1265994.500000 Penalty: 4594.791016
	Iteration 16Q: 3 clusters Score -1265994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1265994.500000 Penalty: 4594.791016
	Iteration 17F: 3 clusters Score -1265994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 175902 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 22099 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 9 contains 10111 members 
Mstep: Class 10 contains 177443 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 60010 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 235261 members 
Entering Unmasked Estep 
Score: -98255176.000000 Penalty: 53843.792969
Splitting cluster 6 changes total score from -98249888.000000 to -98255176.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (22099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Entering Unmasked Estep 
Score: -2860790.000000 Penalty: 2480.815186
	Iteration 0F: 2 clusters Score -2860790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2845280.750000 Penalty: 4961.630371
	Iteration 0F: 3 clusters Score -2845281 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2850522.250000 Penalty: 4961.630371
	Iteration 1F: 3 clusters Score -2850522 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2850922.000000 Penalty: 4961.630371
	Iteration 2F: 3 clusters Score -2850922 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2851229.500000 Penalty: 4961.630371
	Iteration 3Q: 3 clusters Score -2851230 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2851464.750000 Penalty: 4961.630371
	Iteration 4Q: 3 clusters Score -2851465 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2851697.250000 Penalty: 4961.630371
	Iteration 5Q: 3 clusters Score -2851697 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2851887.750000 Penalty: 4961.630371
	Iteration 6Q: 3 clusters Score -2851888 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2852122.750000 Penalty: 4961.630371
	Iteration 7Q: 3 clusters Score -2852123 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2852401.000000 Penalty: 4961.630371
	Iteration 8Q: 3 clusters Score -2852401 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2852777.750000 Penalty: 4961.630371
	Iteration 9Q: 3 clusters Score -2852778 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2853297.500000 Penalty: 4961.630371
	Iteration 10Q: 3 clusters Score -2853298 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2853985.750000 Penalty: 4961.630371
	Iteration 11Q: 3 clusters Score -2853986 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2854805.000000 Penalty: 4961.630371
	Iteration 12F: 3 clusters Score -2854805 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2855744.750000 Penalty: 4961.630371
	Iteration 13F: 3 clusters Score -2855745 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2856658.000000 Penalty: 4961.630371
	Iteration 14F: 3 clusters Score -2856658 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2857375.250000 Penalty: 4961.630371
	Iteration 15Q: 3 clusters Score -2857375 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2857907.500000 Penalty: 4961.630371
	Iteration 16Q: 3 clusters Score -2857908 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2858231.500000 Penalty: 4961.630371
	Iteration 17Q: 3 clusters Score -2858232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2858458.250000 Penalty: 4961.630371
	Iteration 18Q: 3 clusters Score -2858458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2858589.250000 Penalty: 4961.630371
	Iteration 19Q: 3 clusters Score -2858589 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2858682.750000 Penalty: 4961.630371
	Iteration 20F: 3 clusters Score -2858683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2858742.250000 Penalty: 4961.630371
	Iteration 21Q: 3 clusters Score -2858742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2858782.000000 Penalty: 4961.630371
	Iteration 22Q: 3 clusters Score -2858782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2858810.500000 Penalty: 4961.630371
	Iteration 23Q: 3 clusters Score -2858810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2858823.000000 Penalty: 4961.630371
	Iteration 24Q: 3 clusters Score -2858823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2858830.750000 Penalty: 4961.630371
	Iteration 25Q: 3 clusters Score -2858831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2858835.000000 Penalty: 4961.630371
	Iteration 26Q: 3 clusters Score -2858835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2858834.750000 Penalty: 4961.630371
	Iteration 27Q: 3 clusters Score -2858835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2858838.000000 Penalty: 4961.630371
	Iteration 28Q: 3 clusters Score -2858838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2858838.750000 Penalty: 4961.630371
	Iteration 29Q: 3 clusters Score -2858839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2858838.750000 Penalty: 4961.630371
	Iteration 30F: 3 clusters Score -2858839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (177443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Entering Unmasked Estep 
Score: -22663524.000000 Penalty: 2997.428467
	Iteration 0F: 2 clusters Score -2.266352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -22548890.000000 Penalty: 5994.856934
	Iteration 0F: 3 clusters Score -2.254889e+07 nChanged 85173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -22599208.000000 Penalty: 5994.856934
	Iteration 1F: 3 clusters Score -2.259921e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -22601626.000000 Penalty: 5994.856934
	Iteration 2Q: 3 clusters Score -2.260163e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 99305 members 
Entering Unmasked Estep 
Score: -22605484.000000 Penalty: 5994.856934
	Iteration 3Q: 3 clusters Score -2.260548e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -22611330.000000 Penalty: 5994.856934
	Iteration 4F: 3 clusters Score -2.261133e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -22619392.000000 Penalty: 5994.856934
	Iteration 5F: 3 clusters Score -2.261939e+07 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 121310 members 
Entering Unmasked Estep 
Score: -22629466.000000 Penalty: 5994.856934
	Iteration 6F: 3 clusters Score -2.262947e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -22639722.000000 Penalty: 5994.856934
	Iteration 7F: 3 clusters Score -2.263972e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -22647668.000000 Penalty: 5994.856934
	Iteration 8F: 3 clusters Score -2.264767e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 141850 members 
Entering Unmasked Estep 
Score: -22652222.000000 Penalty: 5994.856934
	Iteration 9Q: 3 clusters Score -2.265222e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -22654804.000000 Penalty: 5994.856934
	Iteration 10Q: 3 clusters Score -2.26548e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 148705 members 
Entering Unmasked Estep 
Score: -22656728.000000 Penalty: 5994.856934
	Iteration 11Q: 3 clusters Score -2.265673e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 151736 members 
Entering Unmasked Estep 
Score: -22658420.000000 Penalty: 5994.856934
	Iteration 12Q: 3 clusters Score -2.265842e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 154398 members 
Entering Unmasked Estep 
Score: -22659522.000000 Penalty: 5994.856934
	Iteration 13Q: 3 clusters Score -2.265952e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 156825 members 
Entering Unmasked Estep 
Score: -22660692.000000 Penalty: 5994.856934
	Iteration 14Q: 3 clusters Score -2.266069e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -22661520.000000 Penalty: 5994.856934
	Iteration 15Q: 3 clusters Score -2.266152e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 160906 members 
Entering Unmasked Estep 
Score: -22662086.000000 Penalty: 5994.856934
	Iteration 16Q: 3 clusters Score -2.266209e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -22662548.000000 Penalty: 5994.856934
	Iteration 17Q: 3 clusters Score -2.266255e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -22662728.000000 Penalty: 5994.856934
	Iteration 18Q: 3 clusters Score -2.266273e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -22662882.000000 Penalty: 5994.856934
	Iteration 19Q: 3 clusters Score -2.266288e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -22662992.000000 Penalty: 5994.856934
	Iteration 20F: 3 clusters Score -2.266299e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 167791 members 
Entering Unmasked Estep 
Score: -22663054.000000 Penalty: 5994.856934
	Iteration 21Q: 3 clusters Score -2.266305e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -22663150.000000 Penalty: 5994.856934
	Iteration 22Q: 3 clusters Score -2.266315e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 169500 members 
Entering Unmasked Estep 
Score: -22663202.000000 Penalty: 5994.856934
	Iteration 23Q: 3 clusters Score -2.26632e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -22663228.000000 Penalty: 5994.856934
	Iteration 24Q: 3 clusters Score -2.266323e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 170870 members 
Entering Unmasked Estep 
Score: -22663176.000000 Penalty: 5994.856934
	Iteration 25Q: 3 clusters Score -2.266318e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -22663142.000000 Penalty: 5994.856934
	Iteration 26Q: 3 clusters Score -2.266314e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -22663180.000000 Penalty: 5994.856934
	Iteration 27Q: 3 clusters Score -2.266318e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 172226 members 
Entering Unmasked Estep 
Score: -22663140.000000 Penalty: 5994.856934
	Iteration 28Q: 3 clusters Score -2.266314e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
Score: -22663120.000000 Penalty: 5994.856934
	Iteration 29Q: 3 clusters Score -2.266312e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -22663112.000000 Penalty: 5994.856934
	Iteration 30Q: 3 clusters Score -2.266311e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 173059 members 
Entering Unmasked Estep 
Score: -22663080.000000 Penalty: 5994.856934
	Iteration 31Q: 3 clusters Score -2.266308e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 173260 members 
Entering Unmasked Estep 
Score: -22663094.000000 Penalty: 5994.856934
	Iteration 32Q: 3 clusters Score -2.266309e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 173453 members 
Entering Unmasked Estep 
Score: -22663092.000000 Penalty: 5994.856934
	Iteration 33Q: 3 clusters Score -2.266309e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 173641 members 
Entering Unmasked Estep 
Score: -22663010.000000 Penalty: 5994.856934
	Iteration 34Q: 3 clusters Score -2.266301e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -22662948.000000 Penalty: 5994.856934
	Iteration 35Q: 3 clusters Score -2.266295e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -22662976.000000 Penalty: 5994.856934
	Iteration 36Q: 3 clusters Score -2.266298e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -22662968.000000 Penalty: 5994.856934
	Iteration 37Q: 3 clusters Score -2.266297e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -22662938.000000 Penalty: 5994.856934
	Iteration 38Q: 3 clusters Score -2.266294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 174155 members 
Entering Unmasked Estep 
Score: -22662934.000000 Penalty: 5994.856934
	Iteration 39Q: 3 clusters Score -2.266293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22662900.000000 Penalty: 5994.856934
	Iteration 40F: 3 clusters Score -2.26629e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 174272 members 
Entering Unmasked Estep 
Score: -22662922.000000 Penalty: 5994.856934
	Iteration 41Q: 3 clusters Score -2.266292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 174315 members 
Entering Unmasked Estep 
Score: -22662870.000000 Penalty: 5994.856934
	Iteration 42Q: 3 clusters Score -2.266287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 174344 members 
Entering Unmasked Estep 
Score: -22662864.000000 Penalty: 5994.856934
	Iteration 43Q: 3 clusters Score -2.266286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -22662876.000000 Penalty: 5994.856934
	Iteration 44Q: 3 clusters Score -2.266288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 174400 members 
Entering Unmasked Estep 
Score: -22662896.000000 Penalty: 5994.856934
	Iteration 45Q: 3 clusters Score -2.26629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -22662898.000000 Penalty: 5994.856934
	Iteration 46Q: 3 clusters Score -2.26629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -22662880.000000 Penalty: 5994.856934
	Iteration 47Q: 3 clusters Score -2.266288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 174454 members 
Entering Unmasked Estep 
Score: -22662892.000000 Penalty: 5994.856934
	Iteration 48Q: 3 clusters Score -2.266289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 174474 members 
Entering Unmasked Estep 
Score: -22662890.000000 Penalty: 5994.856934
	Iteration 49Q: 3 clusters Score -2.266289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -22662884.000000 Penalty: 5994.856934
	Iteration 50Q: 3 clusters Score -2.266288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -22662862.000000 Penalty: 5994.856934
	Iteration 51Q: 3 clusters Score -2.266286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 174531 members 
Entering Unmasked Estep 
Score: -22662874.000000 Penalty: 5994.856934
	Iteration 52Q: 3 clusters Score -2.266287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 174548 members 
Entering Unmasked Estep 
Score: -22662868.000000 Penalty: 5994.856934
	Iteration 53Q: 3 clusters Score -2.266287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 174570 members 
Entering Unmasked Estep 
Score: -22662840.000000 Penalty: 5994.856934
	Iteration 54Q: 3 clusters Score -2.266284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -22662840.000000 Penalty: 5994.856934
	Iteration 55Q: 3 clusters Score -2.266284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -22662850.000000 Penalty: 5994.856934
	Iteration 56Q: 3 clusters Score -2.266285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 174598 members 
Entering Unmasked Estep 
Score: -22662850.000000 Penalty: 5994.856934
	Iteration 57Q: 3 clusters Score -2.266285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -22662836.000000 Penalty: 5994.856934
	Iteration 58Q: 3 clusters Score -2.266284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -22662852.000000 Penalty: 5994.856934
	Iteration 59Q: 3 clusters Score -2.266285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -22662850.000000 Penalty: 5994.856934
	Iteration 60F: 3 clusters Score -2.266285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 174637 members 
Entering Unmasked Estep 
Score: -22662848.000000 Penalty: 5994.856934
	Iteration 61Q: 3 clusters Score -2.266285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -22662852.000000 Penalty: 5994.856934
	Iteration 62Q: 3 clusters Score -2.266285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -22662876.000000 Penalty: 5994.856934
	Iteration 63Q: 3 clusters Score -2.266288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 174656 members 
Entering Unmasked Estep 
Score: -22662878.000000 Penalty: 5994.856934
	Iteration 64Q: 3 clusters Score -2.266288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -22662856.000000 Penalty: 5994.856934
	Iteration 65Q: 3 clusters Score -2.266286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 174672 members 
Entering Unmasked Estep 
Score: -22662842.000000 Penalty: 5994.856934
	Iteration 66Q: 3 clusters Score -2.266284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -22662852.000000 Penalty: 5994.856934
	Iteration 67Q: 3 clusters Score -2.266285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 174690 members 
Entering Unmasked Estep 
Score: -22662848.000000 Penalty: 5994.856934
	Iteration 68Q: 3 clusters Score -2.266285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -22662838.000000 Penalty: 5994.856934
	Iteration 69Q: 3 clusters Score -2.266284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -22662842.000000 Penalty: 5994.856934
	Iteration 70Q: 3 clusters Score -2.266284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -22662824.000000 Penalty: 5994.856934
	Iteration 71Q: 3 clusters Score -2.266282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -22662824.000000 Penalty: 5994.856934
	Iteration 72F: 3 clusters Score -2.266282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Entering Unmasked Estep 
Score: -3257286.250000 Penalty: 2511.186035
	Iteration 0F: 2 clusters Score -3257286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3239909.250000 Penalty: 5022.372070
	Iteration 0F: 3 clusters Score -3239909 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3246151.000000 Penalty: 5022.372070
	Iteration 1F: 3 clusters Score -3246151 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3246553.750000 Penalty: 5022.372070
	Iteration 2Q: 3 clusters Score -3246554 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3246929.000000 Penalty: 5022.372070
	Iteration 3Q: 3 clusters Score -3246929 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3247303.000000 Penalty: 5022.372070
	Iteration 4Q: 3 clusters Score -3247303 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3247710.000000 Penalty: 5022.372070
	Iteration 5Q: 3 clusters Score -3247710 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3248163.750000 Penalty: 5022.372070
	Iteration 6Q: 3 clusters Score -3248164 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3248712.750000 Penalty: 5022.372070
	Iteration 7Q: 3 clusters Score -3248713 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3249410.000000 Penalty: 5022.372070
	Iteration 8Q: 3 clusters Score -3249410 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3250208.500000 Penalty: 5022.372070
	Iteration 9Q: 3 clusters Score -3250208 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3251105.250000 Penalty: 5022.372070
	Iteration 10F: 3 clusters Score -3251105 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3251829.750000 Penalty: 5022.372070
	Iteration 11Q: 3 clusters Score -3251830 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3252338.250000 Penalty: 5022.372070
	Iteration 12Q: 3 clusters Score -3252338 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3252618.000000 Penalty: 5022.372070
	Iteration 13Q: 3 clusters Score -3252618 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3252764.250000 Penalty: 5022.372070
	Iteration 14Q: 3 clusters Score -3252764 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3252858.500000 Penalty: 5022.372070
	Iteration 15Q: 3 clusters Score -3252858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3252913.000000 Penalty: 5022.372070
	Iteration 16Q: 3 clusters Score -3252913 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3252968.500000 Penalty: 5022.372070
	Iteration 17Q: 3 clusters Score -3252968 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3253013.750000 Penalty: 5022.372070
	Iteration 18Q: 3 clusters Score -3253014 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3253060.750000 Penalty: 5022.372070
	Iteration 19Q: 3 clusters Score -3253061 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3253086.250000 Penalty: 5022.372070
	Iteration 20F: 3 clusters Score -3253086 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3253104.250000 Penalty: 5022.372070
	Iteration 21Q: 3 clusters Score -3253104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3253138.000000 Penalty: 5022.372070
	Iteration 22Q: 3 clusters Score -3253138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3253168.750000 Penalty: 5022.372070
	Iteration 23Q: 3 clusters Score -3253169 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3253205.000000 Penalty: 5022.372070
	Iteration 24Q: 3 clusters Score -3253205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3253226.750000 Penalty: 5022.372070
	Iteration 25Q: 3 clusters Score -3253227 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3253231.000000 Penalty: 5022.372070
	Iteration 26Q: 3 clusters Score -3253231 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3253256.750000 Penalty: 5022.372070
	Iteration 27Q: 3 clusters Score -3253257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3253271.500000 Penalty: 5022.372070
	Iteration 28Q: 3 clusters Score -3253272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3253308.250000 Penalty: 5022.372070
	Iteration 29Q: 3 clusters Score -3253308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3253313.750000 Penalty: 5022.372070
	Iteration 30Q: 3 clusters Score -3253314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3253335.250000 Penalty: 5022.372070
	Iteration 31Q: 3 clusters Score -3253335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3253351.500000 Penalty: 5022.372070
	Iteration 32Q: 3 clusters Score -3253352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3253358.500000 Penalty: 5022.372070
	Iteration 33Q: 3 clusters Score -3253358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3253373.500000 Penalty: 5022.372070
	Iteration 34Q: 3 clusters Score -3253374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3253390.500000 Penalty: 5022.372070
	Iteration 35Q: 3 clusters Score -3253390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3253396.250000 Penalty: 5022.372070
	Iteration 36Q: 3 clusters Score -3253396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3253409.000000 Penalty: 5022.372070
	Iteration 37Q: 3 clusters Score -3253409 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3253413.750000 Penalty: 5022.372070
	Iteration 38Q: 3 clusters Score -3253414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3253443.250000 Penalty: 5022.372070
	Iteration 39Q: 3 clusters Score -3253443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3253470.500000 Penalty: 5022.372070
	Iteration 40F: 3 clusters Score -3253470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3253492.750000 Penalty: 5022.372070
	Iteration 41Q: 3 clusters Score -3253493 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3253511.750000 Penalty: 5022.372070
	Iteration 42Q: 3 clusters Score -3253512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3253528.000000 Penalty: 5022.372070
	Iteration 43Q: 3 clusters Score -3253528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3253543.500000 Penalty: 5022.372070
	Iteration 44Q: 3 clusters Score -3253544 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3253572.250000 Penalty: 5022.372070
	Iteration 45Q: 3 clusters Score -3253572 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3253595.750000 Penalty: 5022.372070
	Iteration 46Q: 3 clusters Score -3253596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3253624.000000 Penalty: 5022.372070
	Iteration 47Q: 3 clusters Score -3253624 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3253650.500000 Penalty: 5022.372070
	Iteration 48Q: 3 clusters Score -3253650 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3253675.500000 Penalty: 5022.372070
	Iteration 49Q: 3 clusters Score -3253676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3253703.750000 Penalty: 5022.372070
	Iteration 50Q: 3 clusters Score -3253704 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3253721.000000 Penalty: 5022.372070
	Iteration 51Q: 3 clusters Score -3253721 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3253739.000000 Penalty: 5022.372070
	Iteration 52Q: 3 clusters Score -3253739 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3253790.250000 Penalty: 5022.372070
	Iteration 53Q: 3 clusters Score -3253790 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3253828.000000 Penalty: 5022.372070
	Iteration 54Q: 3 clusters Score -3253828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3253875.500000 Penalty: 5022.372070
	Iteration 55Q: 3 clusters Score -3253876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3253925.250000 Penalty: 5022.372070
	Iteration 56Q: 3 clusters Score -3253925 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3253946.500000 Penalty: 5022.372070
	Iteration 57Q: 3 clusters Score -3253946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3253990.500000 Penalty: 5022.372070
	Iteration 58Q: 3 clusters Score -3253990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3254037.000000 Penalty: 5022.372070
	Iteration 59Q: 3 clusters Score -3254037 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3254078.750000 Penalty: 5022.372070
	Iteration 60F: 3 clusters Score -3254079 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3254127.500000 Penalty: 5022.372070
	Iteration 61Q: 3 clusters Score -3254128 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3254174.750000 Penalty: 5022.372070
	Iteration 62Q: 3 clusters Score -3254175 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3254252.250000 Penalty: 5022.372070
	Iteration 63Q: 3 clusters Score -3254252 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3254308.250000 Penalty: 5022.372070
	Iteration 64Q: 3 clusters Score -3254308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3254376.250000 Penalty: 5022.372070
	Iteration 65Q: 3 clusters Score -3254376 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3254441.250000 Penalty: 5022.372070
	Iteration 66Q: 3 clusters Score -3254441 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3254495.500000 Penalty: 5022.372070
	Iteration 67Q: 3 clusters Score -3254496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3254554.500000 Penalty: 5022.372070
	Iteration 68Q: 3 clusters Score -3254554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3254602.250000 Penalty: 5022.372070
	Iteration 69Q: 3 clusters Score -3254602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3254657.500000 Penalty: 5022.372070
	Iteration 70Q: 3 clusters Score -3254658 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3254709.250000 Penalty: 5022.372070
	Iteration 71Q: 3 clusters Score -3254709 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3254760.500000 Penalty: 5022.372070
	Iteration 72Q: 3 clusters Score -3254760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3254794.500000 Penalty: 5022.372070
	Iteration 73Q: 3 clusters Score -3254794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3254821.750000 Penalty: 5022.372070
	Iteration 74Q: 3 clusters Score -3254822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3254855.500000 Penalty: 5022.372070
	Iteration 75Q: 3 clusters Score -3254856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3254878.750000 Penalty: 5022.372070
	Iteration 76Q: 3 clusters Score -3254879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3254910.000000 Penalty: 5022.372070
	Iteration 77Q: 3 clusters Score -3254910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3254917.250000 Penalty: 5022.372070
	Iteration 78Q: 3 clusters Score -3254917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3254947.000000 Penalty: 5022.372070
	Iteration 79Q: 3 clusters Score -3254947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3254974.750000 Penalty: 5022.372070
	Iteration 80F: 3 clusters Score -3254975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3254983.500000 Penalty: 5022.372070
	Iteration 81Q: 3 clusters Score -3254984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3255000.250000 Penalty: 5022.372070
	Iteration 82Q: 3 clusters Score -3255000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3255021.250000 Penalty: 5022.372070
	Iteration 83Q: 3 clusters Score -3255021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3255036.000000 Penalty: 5022.372070
	Iteration 84Q: 3 clusters Score -3255036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3255054.500000 Penalty: 5022.372070
	Iteration 85Q: 3 clusters Score -3255054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3255068.750000 Penalty: 5022.372070
	Iteration 86Q: 3 clusters Score -3255069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3255081.000000 Penalty: 5022.372070
	Iteration 87Q: 3 clusters Score -3255081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3255086.500000 Penalty: 5022.372070
	Iteration 88Q: 3 clusters Score -3255086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3255093.000000 Penalty: 5022.372070
	Iteration 89Q: 3 clusters Score -3255093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3255103.250000 Penalty: 5022.372070
	Iteration 90Q: 3 clusters Score -3255103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3255110.250000 Penalty: 5022.372070
	Iteration 91Q: 3 clusters Score -3255110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3255126.500000 Penalty: 5022.372070
	Iteration 92Q: 3 clusters Score -3255126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3255128.000000 Penalty: 5022.372070
	Iteration 93Q: 3 clusters Score -3255128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3255131.250000 Penalty: 5022.372070
	Iteration 94Q: 3 clusters Score -3255131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3255152.500000 Penalty: 5022.372070
	Iteration 95Q: 3 clusters Score -3255152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3255165.250000 Penalty: 5022.372070
	Iteration 96Q: 3 clusters Score -3255165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3255167.000000 Penalty: 5022.372070
	Iteration 97Q: 3 clusters Score -3255167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3255180.750000 Penalty: 5022.372070
	Iteration 98Q: 3 clusters Score -3255181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3255193.000000 Penalty: 5022.372070
	Iteration 99Q: 3 clusters Score -3255193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3255200.750000 Penalty: 5022.372070
	Iteration 100F: 3 clusters Score -3255201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3255212.000000 Penalty: 5022.372070
	Iteration 101Q: 3 clusters Score -3255212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3255216.000000 Penalty: 5022.372070
	Iteration 102Q: 3 clusters Score -3255216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3255229.750000 Penalty: 5022.372070
	Iteration 103Q: 3 clusters Score -3255230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3255242.250000 Penalty: 5022.372070
	Iteration 104Q: 3 clusters Score -3255242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3255245.750000 Penalty: 5022.372070
	Iteration 105Q: 3 clusters Score -3255246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3255246.750000 Penalty: 5022.372070
	Iteration 106Q: 3 clusters Score -3255247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3255250.500000 Penalty: 5022.372070
	Iteration 107Q: 3 clusters Score -3255250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3255247.750000 Penalty: 5022.372070
	Iteration 108Q: 3 clusters Score -3255248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3255253.750000 Penalty: 5022.372070
	Iteration 109Q: 3 clusters Score -3255254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3255252.750000 Penalty: 5022.372070
	Iteration 110Q: 3 clusters Score -3255253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3255254.000000 Penalty: 5022.372070
	Iteration 111Q: 3 clusters Score -3255254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3255256.250000 Penalty: 5022.372070
	Iteration 112Q: 3 clusters Score -3255256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3255255.000000 Penalty: 5022.372070
	Iteration 113Q: 3 clusters Score -3255255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3255255.000000 Penalty: 5022.372070
	Iteration 114F: 3 clusters Score -3255255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -465484.250000 Penalty: 2040.786377
	Iteration 0F: 2 clusters Score -465484.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -461864.906250 Penalty: 4081.572754
	Iteration 0F: 3 clusters Score -461864.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -462752.156250 Penalty: 4081.572754
	Iteration 1F: 3 clusters Score -462752.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -462986.343750 Penalty: 4081.572754
	Iteration 2F: 3 clusters Score -462986.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -463133.656250 Penalty: 4081.572754
	Iteration 3F: 3 clusters Score -463133.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -463241.656250 Penalty: 4081.572754
	Iteration 4Q: 3 clusters Score -463241.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -463332.781250 Penalty: 4081.572754
	Iteration 5Q: 3 clusters Score -463332.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -463421.937500 Penalty: 4081.572754
	Iteration 6Q: 3 clusters Score -463421.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -463517.218750 Penalty: 4081.572754
	Iteration 7Q: 3 clusters Score -463517.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -463619.406250 Penalty: 4081.572754
	Iteration 8Q: 3 clusters Score -463619.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -463736.187500 Penalty: 4081.572754
	Iteration 9Q: 3 clusters Score -463736.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -463876.375000 Penalty: 4081.572754
	Iteration 10Q: 3 clusters Score -463876.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -464001.468750 Penalty: 4081.572754
	Iteration 11Q: 3 clusters Score -464001.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -464120.750000 Penalty: 4081.572754
	Iteration 12Q: 3 clusters Score -464120.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -464227.812500 Penalty: 4081.572754
	Iteration 13Q: 3 clusters Score -464227.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -464325.500000 Penalty: 4081.572754
	Iteration 14Q: 3 clusters Score -464325.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -464409.437500 Penalty: 4081.572754
	Iteration 15Q: 3 clusters Score -464409.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -464463.343750 Penalty: 4081.572754
	Iteration 16Q: 3 clusters Score -464463.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -464489.406250 Penalty: 4081.572754
	Iteration 17Q: 3 clusters Score -464489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -464510.781250 Penalty: 4081.572754
	Iteration 18Q: 3 clusters Score -464510.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -464524.031250 Penalty: 4081.572754
	Iteration 19Q: 3 clusters Score -464524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -464552.062500 Penalty: 4081.572754
	Iteration 20F: 3 clusters Score -464552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -464566.937500 Penalty: 4081.572754
	Iteration 21Q: 3 clusters Score -464566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -464574.375000 Penalty: 4081.572754
	Iteration 22Q: 3 clusters Score -464574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -464578.718750 Penalty: 4081.572754
	Iteration 23Q: 3 clusters Score -464578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -464581.593750 Penalty: 4081.572754
	Iteration 24Q: 3 clusters Score -464581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -464585.375000 Penalty: 4081.572754
	Iteration 25Q: 3 clusters Score -464585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -464588.625000 Penalty: 4081.572754
	Iteration 26Q: 3 clusters Score -464588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -464592.125000 Penalty: 4081.572754
	Iteration 27Q: 3 clusters Score -464592.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -464596.843750 Penalty: 4081.572754
	Iteration 28Q: 3 clusters Score -464596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -464598.312500 Penalty: 4081.572754
	Iteration 29Q: 3 clusters Score -464598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -464598.250000 Penalty: 4081.572754
	Iteration 30Q: 3 clusters Score -464598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -464598.250000 Penalty: 4081.572754
	Iteration 31F: 3 clusters Score -464598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Entering Unmasked Estep 
Score: -7446045.500000 Penalty: 2728.562256
	Iteration 0F: 2 clusters Score -7446046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7405595.500000 Penalty: 5457.124512
	Iteration 0F: 3 clusters Score -7405596 nChanged 28202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -7421556.500000 Penalty: 5457.124512
	Iteration 1F: 3 clusters Score -7421556 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7422271.000000 Penalty: 5457.124512
	Iteration 2Q: 3 clusters Score -7422271 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -7423115.000000 Penalty: 5457.124512
	Iteration 3Q: 3 clusters Score -7423115 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7424311.000000 Penalty: 5457.124512
	Iteration 4Q: 3 clusters Score -7424311 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -7426155.500000 Penalty: 5457.124512
	Iteration 5Q: 3 clusters Score -7426156 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -7428699.500000 Penalty: 5457.124512
	Iteration 6F: 3 clusters Score -7428700 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -7431497.000000 Penalty: 5457.124512
	Iteration 7F: 3 clusters Score -7431497 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -7434433.000000 Penalty: 5457.124512
	Iteration 8F: 3 clusters Score -7434433 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -7437473.500000 Penalty: 5457.124512
	Iteration 9F: 3 clusters Score -7437474 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -7439912.000000 Penalty: 5457.124512
	Iteration 10F: 3 clusters Score -7439912 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -7441464.000000 Penalty: 5457.124512
	Iteration 11F: 3 clusters Score -7441464 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7442099.500000 Penalty: 5457.124512
	Iteration 12Q: 3 clusters Score -7442100 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7442322.000000 Penalty: 5457.124512
	Iteration 13Q: 3 clusters Score -7442322 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7442418.000000 Penalty: 5457.124512
	Iteration 14Q: 3 clusters Score -7442418 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7442465.000000 Penalty: 5457.124512
	Iteration 15Q: 3 clusters Score -7442465 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7442480.000000 Penalty: 5457.124512
	Iteration 16Q: 3 clusters Score -7442480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7442487.000000 Penalty: 5457.124512
	Iteration 17Q: 3 clusters Score -7442487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -7442486.000000 Penalty: 5457.124512
	Iteration 18Q: 3 clusters Score -7442486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7442500.500000 Penalty: 5457.124512
	Iteration 19Q: 3 clusters Score -7442500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7442504.000000 Penalty: 5457.124512
	Iteration 20F: 3 clusters Score -7442504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7442507.500000 Penalty: 5457.124512
	Iteration 21Q: 3 clusters Score -7442508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -7442525.500000 Penalty: 5457.124512
	Iteration 22Q: 3 clusters Score -7442526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -7442529.000000 Penalty: 5457.124512
	Iteration 23Q: 3 clusters Score -7442529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -7442526.500000 Penalty: 5457.124512
	Iteration 24Q: 3 clusters Score -7442526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -7442542.500000 Penalty: 5457.124512
	Iteration 25Q: 3 clusters Score -7442542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7442536.500000 Penalty: 5457.124512
	Iteration 26Q: 3 clusters Score -7442536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -7442530.000000 Penalty: 5457.124512
	Iteration 27Q: 3 clusters Score -7442530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7442537.500000 Penalty: 5457.124512
	Iteration 28Q: 3 clusters Score -7442538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -7442532.000000 Penalty: 5457.124512
	Iteration 29Q: 3 clusters Score -7442532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -7442534.000000 Penalty: 5457.124512
	Iteration 30Q: 3 clusters Score -7442534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -7442535.000000 Penalty: 5457.124512
	Iteration 31Q: 3 clusters Score -7442535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7442528.000000 Penalty: 5457.124512
	Iteration 32Q: 3 clusters Score -7442528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7442527.000000 Penalty: 5457.124512
	Iteration 33Q: 3 clusters Score -7442527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -7442528.000000 Penalty: 5457.124512
	Iteration 34Q: 3 clusters Score -7442528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -7442520.000000 Penalty: 5457.124512
	Iteration 35Q: 3 clusters Score -7442520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7442527.500000 Penalty: 5457.124512
	Iteration 36Q: 3 clusters Score -7442528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7442520.000000 Penalty: 5457.124512
	Iteration 37Q: 3 clusters Score -7442520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7442533.000000 Penalty: 5457.124512
	Iteration 38Q: 3 clusters Score -7442533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7442531.000000 Penalty: 5457.124512
	Iteration 39Q: 3 clusters Score -7442531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -7442522.000000 Penalty: 5457.124512
	Iteration 40F: 3 clusters Score -7442522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -7442521.500000 Penalty: 5457.124512
	Iteration 41Q: 3 clusters Score -7442522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -7442521.500000 Penalty: 5457.124512
	Iteration 42Q: 3 clusters Score -7442522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7442522.000000 Penalty: 5457.124512
	Iteration 43Q: 3 clusters Score -7442522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7442523.000000 Penalty: 5457.124512
	Iteration 44Q: 3 clusters Score -7442523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7442516.500000 Penalty: 5457.124512
	Iteration 45Q: 3 clusters Score -7442516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -7442526.500000 Penalty: 5457.124512
	Iteration 46Q: 3 clusters Score -7442526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7442536.000000 Penalty: 5457.124512
	Iteration 47Q: 3 clusters Score -7442536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7442544.000000 Penalty: 5457.124512
	Iteration 48Q: 3 clusters Score -7442544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -7442545.500000 Penalty: 5457.124512
	Iteration 49Q: 3 clusters Score -7442546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -7442549.500000 Penalty: 5457.124512
	Iteration 50Q: 3 clusters Score -7442550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -7442543.500000 Penalty: 5457.124512
	Iteration 51Q: 3 clusters Score -7442544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7442539.000000 Penalty: 5457.124512
	Iteration 52Q: 3 clusters Score -7442539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7442537.500000 Penalty: 5457.124512
	Iteration 53Q: 3 clusters Score -7442538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -7442540.500000 Penalty: 5457.124512
	Iteration 54Q: 3 clusters Score -7442540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -7442540.500000 Penalty: 5457.124512
	Iteration 55Q: 3 clusters Score -7442540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -7442545.000000 Penalty: 5457.124512
	Iteration 56Q: 3 clusters Score -7442545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -7442545.500000 Penalty: 5457.124512
	Iteration 57Q: 3 clusters Score -7442546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -7442552.500000 Penalty: 5457.124512
	Iteration 58Q: 3 clusters Score -7442552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -7442540.500000 Penalty: 5457.124512
	Iteration 59Q: 3 clusters Score -7442540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -7442534.000000 Penalty: 5457.124512
	Iteration 60F: 3 clusters Score -7442534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -7442545.000000 Penalty: 5457.124512
	Iteration 61Q: 3 clusters Score -7442545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7442538.000000 Penalty: 5457.124512
	Iteration 62Q: 3 clusters Score -7442538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7442550.500000 Penalty: 5457.124512
	Iteration 63Q: 3 clusters Score -7442550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7442547.500000 Penalty: 5457.124512
	Iteration 64Q: 3 clusters Score -7442548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7442556.000000 Penalty: 5457.124512
	Iteration 65Q: 3 clusters Score -7442556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7442557.000000 Penalty: 5457.124512
	Iteration 66Q: 3 clusters Score -7442557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -7442561.500000 Penalty: 5457.124512
	Iteration 67Q: 3 clusters Score -7442562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7442550.500000 Penalty: 5457.124512
	Iteration 68Q: 3 clusters Score -7442550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7442559.500000 Penalty: 5457.124512
	Iteration 69Q: 3 clusters Score -7442560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -7442568.000000 Penalty: 5457.124512
	Iteration 70Q: 3 clusters Score -7442568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -7442576.000000 Penalty: 5457.124512
	Iteration 71Q: 3 clusters Score -7442576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7442589.000000 Penalty: 5457.124512
	Iteration 72Q: 3 clusters Score -7442589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -7442591.500000 Penalty: 5457.124512
	Iteration 73Q: 3 clusters Score -7442592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -7442574.000000 Penalty: 5457.124512
	Iteration 74Q: 3 clusters Score -7442574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -7442576.500000 Penalty: 5457.124512
	Iteration 75Q: 3 clusters Score -7442576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -7442583.500000 Penalty: 5457.124512
	Iteration 76Q: 3 clusters Score -7442584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7442582.000000 Penalty: 5457.124512
	Iteration 77Q: 3 clusters Score -7442582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -7442565.000000 Penalty: 5457.124512
	Iteration 78Q: 3 clusters Score -7442565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -7442553.500000 Penalty: 5457.124512
	Iteration 79Q: 3 clusters Score -7442554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7442556.500000 Penalty: 5457.124512
	Iteration 80F: 3 clusters Score -7442556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -7442558.000000 Penalty: 5457.124512
	Iteration 81Q: 3 clusters Score -7442558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7442582.500000 Penalty: 5457.124512
	Iteration 82Q: 3 clusters Score -7442582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -7442570.000000 Penalty: 5457.124512
	Iteration 83Q: 3 clusters Score -7442570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -7442557.000000 Penalty: 5457.124512
	Iteration 84Q: 3 clusters Score -7442557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7442569.500000 Penalty: 5457.124512
	Iteration 85Q: 3 clusters Score -7442570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -7442580.000000 Penalty: 5457.124512
	Iteration 86Q: 3 clusters Score -7442580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7442590.500000 Penalty: 5457.124512
	Iteration 87Q: 3 clusters Score -7442590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -7442591.500000 Penalty: 5457.124512
	Iteration 88Q: 3 clusters Score -7442592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -7442584.500000 Penalty: 5457.124512
	Iteration 89Q: 3 clusters Score -7442584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -7442582.500000 Penalty: 5457.124512
	Iteration 90Q: 3 clusters Score -7442582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -7442577.000000 Penalty: 5457.124512
	Iteration 91Q: 3 clusters Score -7442577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -7442574.000000 Penalty: 5457.124512
	Iteration 92Q: 3 clusters Score -7442574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -7442590.500000 Penalty: 5457.124512
	Iteration 93Q: 3 clusters Score -7442590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -7442587.500000 Penalty: 5457.124512
	Iteration 94Q: 3 clusters Score -7442588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -7442575.000000 Penalty: 5457.124512
	Iteration 95Q: 3 clusters Score -7442575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -7442571.500000 Penalty: 5457.124512
	Iteration 96Q: 3 clusters Score -7442572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -7442569.000000 Penalty: 5457.124512
	Iteration 97Q: 3 clusters Score -7442569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -7442585.000000 Penalty: 5457.124512
	Iteration 98Q: 3 clusters Score -7442585 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -7442593.000000 Penalty: 5457.124512
	Iteration 99Q: 3 clusters Score -7442593 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -7442599.500000 Penalty: 5457.124512
	Iteration 100F: 3 clusters Score -7442600 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7442624.000000 Penalty: 5457.124512
	Iteration 101Q: 3 clusters Score -7442624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -7442642.000000 Penalty: 5457.124512
	Iteration 102Q: 3 clusters Score -7442642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -7442644.000000 Penalty: 5457.124512
	Iteration 103Q: 3 clusters Score -7442644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -7442654.500000 Penalty: 5457.124512
	Iteration 104Q: 3 clusters Score -7442654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -7442676.000000 Penalty: 5457.124512
	Iteration 105Q: 3 clusters Score -7442676 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -7442673.000000 Penalty: 5457.124512
	Iteration 106Q: 3 clusters Score -7442673 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -7442687.000000 Penalty: 5457.124512
	Iteration 107Q: 3 clusters Score -7442687 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -7442709.000000 Penalty: 5457.124512
	Iteration 108Q: 3 clusters Score -7442709 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -7442733.500000 Penalty: 5457.124512
	Iteration 109Q: 3 clusters Score -7442734 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -7442742.000000 Penalty: 5457.124512
	Iteration 110Q: 3 clusters Score -7442742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -7442763.000000 Penalty: 5457.124512
	Iteration 111Q: 3 clusters Score -7442763 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -7442797.500000 Penalty: 5457.124512
	Iteration 112Q: 3 clusters Score -7442798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -7442817.500000 Penalty: 5457.124512
	Iteration 113Q: 3 clusters Score -7442818 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -7442845.000000 Penalty: 5457.124512
	Iteration 114Q: 3 clusters Score -7442845 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -7442894.500000 Penalty: 5457.124512
	Iteration 115Q: 3 clusters Score -7442894 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -7442927.500000 Penalty: 5457.124512
	Iteration 116Q: 3 clusters Score -7442928 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -7442967.000000 Penalty: 5457.124512
	Iteration 117Q: 3 clusters Score -7442967 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -7443024.000000 Penalty: 5457.124512
	Iteration 118Q: 3 clusters Score -7443024 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -7443091.500000 Penalty: 5457.124512
	Iteration 119Q: 3 clusters Score -7443092 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -7443166.000000 Penalty: 5457.124512
	Iteration 120F: 3 clusters Score -7443166 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -7443250.000000 Penalty: 5457.124512
	Iteration 121Q: 3 clusters Score -7443250 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -7443440.000000 Penalty: 5457.124512
	Iteration 122Q: 3 clusters Score -7443440 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -7443649.000000 Penalty: 5457.124512
	Iteration 123Q: 3 clusters Score -7443649 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -7444086.000000 Penalty: 5457.124512
	Iteration 124Q: 3 clusters Score -7444086 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -7444701.500000 Penalty: 5457.124512
	Iteration 125Q: 3 clusters Score -7444702 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -7445832.000000 Penalty: 5457.124512
	Iteration 126Q: 3 clusters Score -7445832 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -7447447.000000 Penalty: 5457.124512
	Iteration 127Q: 3 clusters Score -7447447 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -7448729.000000 Penalty: 5457.124512
	Iteration 128Q: 3 clusters Score -7448729 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -7448995.000000 Penalty: 5457.124512
	Iteration 129Q: 3 clusters Score -7448995 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -7449113.000000 Penalty: 5457.124512
	Iteration 130Q: 3 clusters Score -7449113 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -7449209.000000 Penalty: 5457.124512
	Iteration 131Q: 3 clusters Score -7449209 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -7449276.500000 Penalty: 5457.124512
	Iteration 132Q: 3 clusters Score -7449276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -7449317.500000 Penalty: 5457.124512
	Iteration 133Q: 3 clusters Score -7449318 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -7449355.000000 Penalty: 5457.124512
	Iteration 134Q: 3 clusters Score -7449355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -7449385.500000 Penalty: 5457.124512
	Iteration 135Q: 3 clusters Score -7449386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7449422.500000 Penalty: 5457.124512
	Iteration 136Q: 3 clusters Score -7449422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -7449410.000000 Penalty: 5457.124512
	Iteration 137Q: 3 clusters Score -7449410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -7449408.500000 Penalty: 5457.124512
	Iteration 138Q: 3 clusters Score -7449408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -7449420.000000 Penalty: 5457.124512
	Iteration 139Q: 3 clusters Score -7449420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7449424.000000 Penalty: 5457.124512
	Iteration 140F: 3 clusters Score -7449424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -7449421.500000 Penalty: 5457.124512
	Iteration 141Q: 3 clusters Score -7449422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -7449433.500000 Penalty: 5457.124512
	Iteration 142Q: 3 clusters Score -7449434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -7449437.000000 Penalty: 5457.124512
	Iteration 143Q: 3 clusters Score -7449437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -7449438.500000 Penalty: 5457.124512
	Iteration 144Q: 3 clusters Score -7449438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -7449446.500000 Penalty: 5457.124512
	Iteration 145Q: 3 clusters Score -7449446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7449445.500000 Penalty: 5457.124512
	Iteration 146Q: 3 clusters Score -7449446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -7449447.500000 Penalty: 5457.124512
	Iteration 147Q: 3 clusters Score -7449448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -7449456.500000 Penalty: 5457.124512
	Iteration 148Q: 3 clusters Score -7449456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -7449464.000000 Penalty: 5457.124512
	Iteration 149Q: 3 clusters Score -7449464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7449455.500000 Penalty: 5457.124512
	Iteration 150Q: 3 clusters Score -7449456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -7449447.500000 Penalty: 5457.124512
	Iteration 151Q: 3 clusters Score -7449448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7449444.000000 Penalty: 5457.124512
	Iteration 152Q: 3 clusters Score -7449444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7449447.000000 Penalty: 5457.124512
	Iteration 153Q: 3 clusters Score -7449447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7449447.000000 Penalty: 5457.124512
	Iteration 154F: 3 clusters Score -7449447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 175902 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 22099 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 9 contains 10111 members 
Mstep: Class 10 contains 177443 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 12 contains 56818 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 235261 members 
Entering Unmasked Estep 
Score: -98257920.000000 Penalty: 57209.031250
Splitting cluster 14 changes total score from -98249888.000000 to -98257920.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (14692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Entering Unmasked Estep 
Score: -1911905.750000 Penalty: 2379.574463
	Iteration 0F: 2 clusters Score -1911906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1901158.250000 Penalty: 4759.148926
	Iteration 0F: 3 clusters Score -1901158 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1904530.375000 Penalty: 4759.148926
	Iteration 1F: 3 clusters Score -1904530 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1904856.250000 Penalty: 4759.148926
	Iteration 2F: 3 clusters Score -1904856 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1905117.000000 Penalty: 4759.148926
	Iteration 3Q: 3 clusters Score -1905117 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1905349.000000 Penalty: 4759.148926
	Iteration 4Q: 3 clusters Score -1905349 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1905541.375000 Penalty: 4759.148926
	Iteration 5Q: 3 clusters Score -1905541 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1905750.500000 Penalty: 4759.148926
	Iteration 6Q: 3 clusters Score -1905750 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1905968.750000 Penalty: 4759.148926
	Iteration 7Q: 3 clusters Score -1905969 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1906211.000000 Penalty: 4759.148926
	Iteration 8Q: 3 clusters Score -1906211 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1906497.750000 Penalty: 4759.148926
	Iteration 9Q: 3 clusters Score -1906498 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1906808.625000 Penalty: 4759.148926
	Iteration 10Q: 3 clusters Score -1906809 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1907144.750000 Penalty: 4759.148926
	Iteration 11Q: 3 clusters Score -1907145 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1907479.250000 Penalty: 4759.148926
	Iteration 12Q: 3 clusters Score -1907479 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1907838.875000 Penalty: 4759.148926
	Iteration 13Q: 3 clusters Score -1907839 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1908122.375000 Penalty: 4759.148926
	Iteration 14Q: 3 clusters Score -1908122 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1908380.500000 Penalty: 4759.148926
	Iteration 15Q: 3 clusters Score -1908380 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1908570.250000 Penalty: 4759.148926
	Iteration 16Q: 3 clusters Score -1908570 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1908725.000000 Penalty: 4759.148926
	Iteration 17Q: 3 clusters Score -1908725 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1908847.375000 Penalty: 4759.148926
	Iteration 18Q: 3 clusters Score -1908847 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1908950.250000 Penalty: 4759.148926
	Iteration 19Q: 3 clusters Score -1908950 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1909028.875000 Penalty: 4759.148926
	Iteration 20F: 3 clusters Score -1909029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1909097.750000 Penalty: 4759.148926
	Iteration 21Q: 3 clusters Score -1909098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1909145.500000 Penalty: 4759.148926
	Iteration 22Q: 3 clusters Score -1909146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1909177.625000 Penalty: 4759.148926
	Iteration 23Q: 3 clusters Score -1909178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1909227.250000 Penalty: 4759.148926
	Iteration 24Q: 3 clusters Score -1909227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1909265.250000 Penalty: 4759.148926
	Iteration 25Q: 3 clusters Score -1909265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1909299.500000 Penalty: 4759.148926
	Iteration 26Q: 3 clusters Score -1909300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1909333.125000 Penalty: 4759.148926
	Iteration 27Q: 3 clusters Score -1909333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1909364.500000 Penalty: 4759.148926
	Iteration 28Q: 3 clusters Score -1909364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1909399.750000 Penalty: 4759.148926
	Iteration 29Q: 3 clusters Score -1909400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1909427.250000 Penalty: 4759.148926
	Iteration 30Q: 3 clusters Score -1909427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1909444.625000 Penalty: 4759.148926
	Iteration 31Q: 3 clusters Score -1909445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1909460.875000 Penalty: 4759.148926
	Iteration 32Q: 3 clusters Score -1909461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1909482.875000 Penalty: 4759.148926
	Iteration 33Q: 3 clusters Score -1909483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1909507.750000 Penalty: 4759.148926
	Iteration 34Q: 3 clusters Score -1909508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1909525.250000 Penalty: 4759.148926
	Iteration 35Q: 3 clusters Score -1909525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1909541.625000 Penalty: 4759.148926
	Iteration 36Q: 3 clusters Score -1909542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1909554.250000 Penalty: 4759.148926
	Iteration 37Q: 3 clusters Score -1909554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1909573.125000 Penalty: 4759.148926
	Iteration 38Q: 3 clusters Score -1909573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1909595.500000 Penalty: 4759.148926
	Iteration 39Q: 3 clusters Score -1909596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1909619.125000 Penalty: 4759.148926
	Iteration 40F: 3 clusters Score -1909619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1909640.500000 Penalty: 4759.148926
	Iteration 41Q: 3 clusters Score -1909640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1909646.000000 Penalty: 4759.148926
	Iteration 42Q: 3 clusters Score -1909646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1909656.500000 Penalty: 4759.148926
	Iteration 43Q: 3 clusters Score -1909656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1909672.250000 Penalty: 4759.148926
	Iteration 44Q: 3 clusters Score -1909672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1909681.125000 Penalty: 4759.148926
	Iteration 45Q: 3 clusters Score -1909681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1909689.375000 Penalty: 4759.148926
	Iteration 46Q: 3 clusters Score -1909689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1909695.125000 Penalty: 4759.148926
	Iteration 47Q: 3 clusters Score -1909695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1909700.250000 Penalty: 4759.148926
	Iteration 48Q: 3 clusters Score -1909700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1909706.750000 Penalty: 4759.148926
	Iteration 49Q: 3 clusters Score -1909707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1909714.250000 Penalty: 4759.148926
	Iteration 50Q: 3 clusters Score -1909714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1909721.750000 Penalty: 4759.148926
	Iteration 51Q: 3 clusters Score -1909722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1909729.375000 Penalty: 4759.148926
	Iteration 52Q: 3 clusters Score -1909729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1909734.000000 Penalty: 4759.148926
	Iteration 53Q: 3 clusters Score -1909734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1909735.750000 Penalty: 4759.148926
	Iteration 54Q: 3 clusters Score -1909736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1909736.625000 Penalty: 4759.148926
	Iteration 55Q: 3 clusters Score -1909737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1909740.500000 Penalty: 4759.148926
	Iteration 56Q: 3 clusters Score -1909740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1909739.375000 Penalty: 4759.148926
	Iteration 57Q: 3 clusters Score -1909739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1909742.875000 Penalty: 4759.148926
	Iteration 58Q: 3 clusters Score -1909743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1909744.750000 Penalty: 4759.148926
	Iteration 59Q: 3 clusters Score -1909745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1909742.250000 Penalty: 4759.148926
	Iteration 60F: 3 clusters Score -1909742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1909742.500000 Penalty: 4759.148926
	Iteration 61Q: 3 clusters Score -1909742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1909744.500000 Penalty: 4759.148926
	Iteration 62Q: 3 clusters Score -1909744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1909742.250000 Penalty: 4759.148926
	Iteration 63Q: 3 clusters Score -1909742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1909742.250000 Penalty: 4759.148926
	Iteration 64F: 3 clusters Score -1909742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -96387.968750 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -96387.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94626.210938 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -94626.21 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94972.156250 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -94972.16 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95156.898438 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -95156.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95276.664062 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -95276.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95423.742188 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -95423.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95536.812500 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -95536.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95606.000000 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -95606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95651.882812 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -95651.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95672.617188 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -95672.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95689.000000 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -95689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95709.867188 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -95709.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95723.937500 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -95723.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95732.234375 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -95732.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95736.992188 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -95736.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95743.773438 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -95743.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95749.093750 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -95749.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95751.343750 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -95751.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95753.296875 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -95753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95755.187500 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -95755.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95757.421875 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -95757.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95757.421875 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -95757.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (235261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235261 members 
Entering Unmasked Estep 
Score: -30005900.000000 Penalty: 3067.375977
	Iteration 0F: 2 clusters Score -3.00059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117682 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -29859120.000000 Penalty: 6134.751953
	Iteration 0F: 3 clusters Score -2.985912e+07 nChanged 113322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -29925190.000000 Penalty: 6134.751953
	Iteration 1F: 3 clusters Score -2.992519e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -29925758.000000 Penalty: 6134.751953
	Iteration 2Q: 3 clusters Score -2.992576e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117511 members 
Mstep: Class 2 contains 117750 members 
Entering Unmasked Estep 
Score: -29926556.000000 Penalty: 6134.751953
	Iteration 3Q: 3 clusters Score -2.992656e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 117210 members 
Entering Unmasked Estep 
Score: -29927630.000000 Penalty: 6134.751953
	Iteration 4Q: 3 clusters Score -2.992763e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -29928836.000000 Penalty: 6134.751953
	Iteration 5Q: 3 clusters Score -2.992884e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119998 members 
Mstep: Class 2 contains 115263 members 
Entering Unmasked Estep 
Score: -29930500.000000 Penalty: 6134.751953
	Iteration 6Q: 3 clusters Score -2.99305e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121932 members 
Mstep: Class 2 contains 113329 members 
Entering Unmasked Estep 
Score: -29933378.000000 Penalty: 6134.751953
	Iteration 7Q: 3 clusters Score -2.993338e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 110259 members 
Entering Unmasked Estep 
Score: -29938196.000000 Penalty: 6134.751953
	Iteration 8Q: 3 clusters Score -2.99382e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129838 members 
Mstep: Class 2 contains 105423 members 
Entering Unmasked Estep 
Score: -29946242.000000 Penalty: 6134.751953
	Iteration 9F: 3 clusters Score -2.994624e+07 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136661 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -29956856.000000 Penalty: 6134.751953
	Iteration 10F: 3 clusters Score -2.995686e+07 nChanged 16699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -29968226.000000 Penalty: 6134.751953
	Iteration 11F: 3 clusters Score -2.996823e+07 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151763 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -29978310.000000 Penalty: 6134.751953
	Iteration 12F: 3 clusters Score -2.997831e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -29986798.000000 Penalty: 6134.751953
	Iteration 13Q: 3 clusters Score -2.99868e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -29993172.000000 Penalty: 6134.751953
	Iteration 14Q: 3 clusters Score -2.999317e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169383 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -29996814.000000 Penalty: 6134.751953
	Iteration 15Q: 3 clusters Score -2.999681e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -29999584.000000 Penalty: 6134.751953
	Iteration 16Q: 3 clusters Score -2.999958e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179639 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -30001648.000000 Penalty: 6134.751953
	Iteration 17Q: 3 clusters Score -3.000165e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -30002946.000000 Penalty: 6134.751953
	Iteration 18Q: 3 clusters Score -3.000295e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188214 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -30004408.000000 Penalty: 6134.751953
	Iteration 19Q: 3 clusters Score -3.000441e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192052 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -30005384.000000 Penalty: 6134.751953
	Iteration 20F: 3 clusters Score -3.000538e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195511 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -30006080.000000 Penalty: 6134.751953
	Iteration 21Q: 3 clusters Score -3.000608e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198633 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -30006646.000000 Penalty: 6134.751953
	Iteration 22Q: 3 clusters Score -3.000665e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201371 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -30006976.000000 Penalty: 6134.751953
	Iteration 23Q: 3 clusters Score -3.000698e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203782 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -30007058.000000 Penalty: 6134.751953
	Iteration 24Q: 3 clusters Score -3.000706e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205926 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -30007156.000000 Penalty: 6134.751953
	Iteration 25Q: 3 clusters Score -3.000716e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207797 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -30007172.000000 Penalty: 6134.751953
	Iteration 26Q: 3 clusters Score -3.000717e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209449 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -30007112.000000 Penalty: 6134.751953
	Iteration 27Q: 3 clusters Score -3.000711e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -30007134.000000 Penalty: 6134.751953
	Iteration 28Q: 3 clusters Score -3.000713e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212341 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -30007252.000000 Penalty: 6134.751953
	Iteration 29Q: 3 clusters Score -3.000725e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213554 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -30007246.000000 Penalty: 6134.751953
	Iteration 30Q: 3 clusters Score -3.000725e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214611 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -30007134.000000 Penalty: 6134.751953
	Iteration 31Q: 3 clusters Score -3.000713e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215527 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -30007106.000000 Penalty: 6134.751953
	Iteration 32Q: 3 clusters Score -3.000711e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216453 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -30007018.000000 Penalty: 6134.751953
	Iteration 33Q: 3 clusters Score -3.000702e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217297 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -30007000.000000 Penalty: 6134.751953
	Iteration 34Q: 3 clusters Score -3.0007e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218065 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -30006946.000000 Penalty: 6134.751953
	Iteration 35Q: 3 clusters Score -3.000695e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218781 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -30006866.000000 Penalty: 6134.751953
	Iteration 36Q: 3 clusters Score -3.000687e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219420 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -30006750.000000 Penalty: 6134.751953
	Iteration 37Q: 3 clusters Score -3.000675e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219980 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -30006666.000000 Penalty: 6134.751953
	Iteration 38Q: 3 clusters Score -3.000667e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220498 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -30006532.000000 Penalty: 6134.751953
	Iteration 39Q: 3 clusters Score -3.000653e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220968 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -30006502.000000 Penalty: 6134.751953
	Iteration 40F: 3 clusters Score -3.00065e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221420 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3.000647e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221842 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -30006396.000000 Penalty: 6134.751953
	Iteration 42Q: 3 clusters Score -3.00064e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222218 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -30006368.000000 Penalty: 6134.751953
	Iteration 43Q: 3 clusters Score -3.000637e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222572 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -30006386.000000 Penalty: 6134.751953
	Iteration 44Q: 3 clusters Score -3.000639e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222893 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -30006426.000000 Penalty: 6134.751953
	Iteration 45Q: 3 clusters Score -3.000643e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223182 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -30006400.000000 Penalty: 6134.751953
	Iteration 46Q: 3 clusters Score -3.00064e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223501 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -30006332.000000 Penalty: 6134.751953
	Iteration 47Q: 3 clusters Score -3.000633e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223779 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -30006330.000000 Penalty: 6134.751953
	Iteration 48Q: 3 clusters Score -3.000633e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224043 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -30006340.000000 Penalty: 6134.751953
	Iteration 49Q: 3 clusters Score -3.000634e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224314 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -30006280.000000 Penalty: 6134.751953
	Iteration 50Q: 3 clusters Score -3.000628e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224600 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -30006200.000000 Penalty: 6134.751953
	Iteration 51Q: 3 clusters Score -3.00062e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224883 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -30006158.000000 Penalty: 6134.751953
	Iteration 52Q: 3 clusters Score -3.000616e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225140 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -30006118.000000 Penalty: 6134.751953
	Iteration 53Q: 3 clusters Score -3.000612e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225395 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -30006044.000000 Penalty: 6134.751953
	Iteration 54Q: 3 clusters Score -3.000604e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225640 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3.000598e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225870 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3.000594e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226103 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3.000593e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226309 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -30005864.000000 Penalty: 6134.751953
	Iteration 58Q: 3 clusters Score -3.000586e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226501 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -30005806.000000 Penalty: 6134.751953
	Iteration 59Q: 3 clusters Score -3.000581e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226685 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -30005780.000000 Penalty: 6134.751953
	Iteration 60F: 3 clusters Score -3.000578e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226875 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -30005824.000000 Penalty: 6134.751953
	Iteration 61Q: 3 clusters Score -3.000582e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227071 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -30005832.000000 Penalty: 6134.751953
	Iteration 62Q: 3 clusters Score -3.000583e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227253 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -30005822.000000 Penalty: 6134.751953
	Iteration 63Q: 3 clusters Score -3.000582e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227454 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -30005776.000000 Penalty: 6134.751953
	Iteration 64Q: 3 clusters Score -3.000578e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227642 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -30005706.000000 Penalty: 6134.751953
	Iteration 65Q: 3 clusters Score -3.000571e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227818 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -30005676.000000 Penalty: 6134.751953
	Iteration 66Q: 3 clusters Score -3.000568e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227970 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3.000571e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228119 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -30005718.000000 Penalty: 6134.751953
	Iteration 68Q: 3 clusters Score -3.000572e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228247 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -30005742.000000 Penalty: 6134.751953
	Iteration 69Q: 3 clusters Score -3.000574e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228381 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -30005726.000000 Penalty: 6134.751953
	Iteration 70Q: 3 clusters Score -3.000573e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3.000573e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228643 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -30005692.000000 Penalty: 6134.751953
	Iteration 72Q: 3 clusters Score -3.000569e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228752 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -30005644.000000 Penalty: 6134.751953
	Iteration 73Q: 3 clusters Score -3.000564e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228855 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -30005642.000000 Penalty: 6134.751953
	Iteration 74Q: 3 clusters Score -3.000564e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228961 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -30005604.000000 Penalty: 6134.751953
	Iteration 75Q: 3 clusters Score -3.00056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229049 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3.000562e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229145 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3.00056e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229242 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -30005602.000000 Penalty: 6134.751953
	Iteration 78Q: 3 clusters Score -3.00056e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229330 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3.000557e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229406 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3.000553e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229475 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3.000553e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229553 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -30005454.000000 Penalty: 6134.751953
	Iteration 82Q: 3 clusters Score -3.000545e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229624 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3.000546e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229707 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -30005478.000000 Penalty: 6134.751953
	Iteration 84Q: 3 clusters Score -3.000548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229775 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -30005484.000000 Penalty: 6134.751953
	Iteration 85Q: 3 clusters Score -3.000548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229836 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -30005476.000000 Penalty: 6134.751953
	Iteration 86Q: 3 clusters Score -3.000548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229895 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -30005420.000000 Penalty: 6134.751953
	Iteration 87Q: 3 clusters Score -3.000542e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229945 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3.00054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229990 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -30005398.000000 Penalty: 6134.751953
	Iteration 89Q: 3 clusters Score -3.00054e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230028 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -30005346.000000 Penalty: 6134.751953
	Iteration 90Q: 3 clusters Score -3.000535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230063 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -30005350.000000 Penalty: 6134.751953
	Iteration 91Q: 3 clusters Score -3.000535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230094 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -30005388.000000 Penalty: 6134.751953
	Iteration 92Q: 3 clusters Score -3.000539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230123 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -30005394.000000 Penalty: 6134.751953
	Iteration 93Q: 3 clusters Score -3.000539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230148 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -30005402.000000 Penalty: 6134.751953
	Iteration 94Q: 3 clusters Score -3.00054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230170 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3.00054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230189 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3.000539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230204 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -30005352.000000 Penalty: 6134.751953
	Iteration 97Q: 3 clusters Score -3.000535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230223 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -30005362.000000 Penalty: 6134.751953
	Iteration 98Q: 3 clusters Score -3.000536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230242 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3.000535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230270 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -30005352.000000 Penalty: 6134.751953
	Iteration 100F: 3 clusters Score -3.000535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230293 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -30005346.000000 Penalty: 6134.751953
	Iteration 101Q: 3 clusters Score -3.000535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230319 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.000535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230337 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.00053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230356 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -30005294.000000 Penalty: 6134.751953
	Iteration 104Q: 3 clusters Score -3.000529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230376 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -30005324.000000 Penalty: 6134.751953
	Iteration 105Q: 3 clusters Score -3.000532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230396 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.000532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230410 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.000533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230424 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.000531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230444 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -30005308.000000 Penalty: 6134.751953
	Iteration 109Q: 3 clusters Score -3.000531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230454 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -30005286.000000 Penalty: 6134.751953
	Iteration 110Q: 3 clusters Score -3.000529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230461 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -30005292.000000 Penalty: 6134.751953
	Iteration 111Q: 3 clusters Score -3.000529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230471 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -30005284.000000 Penalty: 6134.751953
	Iteration 112Q: 3 clusters Score -3.000528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230479 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -30005274.000000 Penalty: 6134.751953
	Iteration 113Q: 3 clusters Score -3.000527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230485 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.000528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230492 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -30005288.000000 Penalty: 6134.751953
	Iteration 115Q: 3 clusters Score -3.000529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230497 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -30005316.000000 Penalty: 6134.751953
	Iteration 116Q: 3 clusters Score -3.000532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230506 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -30005314.000000 Penalty: 6134.751953
	Iteration 117Q: 3 clusters Score -3.000531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230513 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -30005318.000000 Penalty: 6134.751953
	Iteration 118Q: 3 clusters Score -3.000532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230519 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.00053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230526 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -30005328.000000 Penalty: 6134.751953
	Iteration 120F: 3 clusters Score -3.000533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230530 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -30005326.000000 Penalty: 6134.751953
	Iteration 121Q: 3 clusters Score -3.000533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230536 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.000533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230547 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.000532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230558 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.000532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230569 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -30005298.000000 Penalty: 6134.751953
	Iteration 125Q: 3 clusters Score -3.00053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230577 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -30005278.000000 Penalty: 6134.751953
	Iteration 126Q: 3 clusters Score -3.000528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -30005268.000000 Penalty: 6134.751953
	Iteration 127Q: 3 clusters Score -3.000527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230593 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -30005250.000000 Penalty: 6134.751953
	Iteration 128Q: 3 clusters Score -3.000525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230605 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -30005240.000000 Penalty: 6134.751953
	Iteration 129Q: 3 clusters Score -3.000524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230618 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -30005254.000000 Penalty: 6134.751953
	Iteration 130Q: 3 clusters Score -3.000525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230629 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -30005266.000000 Penalty: 6134.751953
	Iteration 131Q: 3 clusters Score -3.000527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230637 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -30005246.000000 Penalty: 6134.751953
	Iteration 132Q: 3 clusters Score -3.000525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230645 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -30005242.000000 Penalty: 6134.751953
	Iteration 133Q: 3 clusters Score -3.000524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230652 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -30005220.000000 Penalty: 6134.751953
	Iteration 134Q: 3 clusters Score -3.000522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230658 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -30005226.000000 Penalty: 6134.751953
	Iteration 135Q: 3 clusters Score -3.000523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230664 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -30005240.000000 Penalty: 6134.751953
	Iteration 136Q: 3 clusters Score -3.000524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230677 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -30005250.000000 Penalty: 6134.751953
	Iteration 137Q: 3 clusters Score -3.000525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230685 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -30005236.000000 Penalty: 6134.751953
	Iteration 138Q: 3 clusters Score -3.000524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230690 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -30005242.000000 Penalty: 6134.751953
	Iteration 139Q: 3 clusters Score -3.000524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230695 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -30005242.000000 Penalty: 6134.751953
	Iteration 140F: 3 clusters Score -3.000524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -30005230.000000 Penalty: 6134.751953
	Iteration 141Q: 3 clusters Score -3.000523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230717 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -30005214.000000 Penalty: 6134.751953
	Iteration 142Q: 3 clusters Score -3.000521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230729 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -30005226.000000 Penalty: 6134.751953
	Iteration 143Q: 3 clusters Score -3.000523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230743 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -30005228.000000 Penalty: 6134.751953
	Iteration 144Q: 3 clusters Score -3.000523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230752 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -30005244.000000 Penalty: 6134.751953
	Iteration 145Q: 3 clusters Score -3.000524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230760 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -30005234.000000 Penalty: 6134.751953
	Iteration 146Q: 3 clusters Score -3.000523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230767 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -30005204.000000 Penalty: 6134.751953
	Iteration 147Q: 3 clusters Score -3.00052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230778 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -30005230.000000 Penalty: 6134.751953
	Iteration 148Q: 3 clusters Score -3.000523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230786 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -30005198.000000 Penalty: 6134.751953
	Iteration 149Q: 3 clusters Score -3.00052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230791 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -30005210.000000 Penalty: 6134.751953
	Iteration 150Q: 3 clusters Score -3.000521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230798 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -30005214.000000 Penalty: 6134.751953
	Iteration 151Q: 3 clusters Score -3.000521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230806 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -30005204.000000 Penalty: 6134.751953
	Iteration 152Q: 3 clusters Score -3.00052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230814 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -30005200.000000 Penalty: 6134.751953
	Iteration 153Q: 3 clusters Score -3.00052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230821 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -30005192.000000 Penalty: 6134.751953
	Iteration 154Q: 3 clusters Score -3.000519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230825 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -30005192.000000 Penalty: 6134.751953
	Iteration 155Q: 3 clusters Score -3.000519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230826 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -30005198.000000 Penalty: 6134.751953
	Iteration 156Q: 3 clusters Score -3.00052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230829 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -30005184.000000 Penalty: 6134.751953
	Iteration 157Q: 3 clusters Score -3.000518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230836 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -30005178.000000 Penalty: 6134.751953
	Iteration 158Q: 3 clusters Score -3.000518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230837 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -30005168.000000 Penalty: 6134.751953
	Iteration 159Q: 3 clusters Score -3.000517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230841 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -30005160.000000 Penalty: 6134.751953
	Iteration 160F: 3 clusters Score -3.000516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230843 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -30005146.000000 Penalty: 6134.751953
	Iteration 161Q: 3 clusters Score -3.000515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230847 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -30005152.000000 Penalty: 6134.751953
	Iteration 162Q: 3 clusters Score -3.000515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230849 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -30005158.000000 Penalty: 6134.751953
	Iteration 163Q: 3 clusters Score -3.000516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230850 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -30005144.000000 Penalty: 6134.751953
	Iteration 164Q: 3 clusters Score -3.000514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230852 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -30005140.000000 Penalty: 6134.751953
	Iteration 165Q: 3 clusters Score -3.000514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230854 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -30005152.000000 Penalty: 6134.751953
	Iteration 166Q: 3 clusters Score -3.000515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230856 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -30005152.000000 Penalty: 6134.751953
	Iteration 167Q: 3 clusters Score -3.000515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230858 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -30005148.000000 Penalty: 6134.751953
	Iteration 168Q: 3 clusters Score -3.000515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230860 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -30005154.000000 Penalty: 6134.751953
	Iteration 169Q: 3 clusters Score -3.000515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230861 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -30005150.000000 Penalty: 6134.751953
	Iteration 170Q: 3 clusters Score -3.000515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230862 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -30005168.000000 Penalty: 6134.751953
	Iteration 171Q: 3 clusters Score -3.000517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230867 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -30005184.000000 Penalty: 6134.751953
	Iteration 172Q: 3 clusters Score -3.000518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230869 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -30005184.000000 Penalty: 6134.751953
	Iteration 173Q: 3 clusters Score -3.000518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230871 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -30005170.000000 Penalty: 6134.751953
	Iteration 174Q: 3 clusters Score -3.000517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230875 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -30005166.000000 Penalty: 6134.751953
	Iteration 175Q: 3 clusters Score -3.000517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230879 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -30005164.000000 Penalty: 6134.751953
	Iteration 176Q: 3 clusters Score -3.000516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230880 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -30005168.000000 Penalty: 6134.751953
	Iteration 177Q: 3 clusters Score -3.000517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230882 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -30005140.000000 Penalty: 6134.751953
	Iteration 178Q: 3 clusters Score -3.000514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230883 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -30005152.000000 Penalty: 6134.751953
	Iteration 179Q: 3 clusters Score -3.000515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230883 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -30005152.000000 Penalty: 6134.751953
	Iteration 180F: 3 clusters Score -3.000515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 22563 members 
Mstep: Class 5 contains 175902 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 22099 members 
Mstep: Class 10 contains 177443 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 14692 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 235261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98259856.000000 Penalty: 57209.031250
Iteration 39Q: 18 clusters Score -9.825986e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20766 members 
Mstep: Class 3 contains 22760 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 180529 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 22169 members 
Mstep: Class 8 contains 9606 members 
Mstep: Class 9 contains 10017 members 
Mstep: Class 10 contains 176552 members 
Mstep: Class 11 contains 25934 members 
Mstep: Class 12 contains 56147 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 839 members 
Mstep: Class 17 contains 232433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98263568.000000 Penalty: 57209.031250
Iteration 40F: 18 clusters Score -9.826357e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19521 members 
Mstep: Class 3 contains 22868 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 184401 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 22153 members 
Mstep: Class 8 contains 9805 members 
Mstep: Class 9 contains 10463 members 
Mstep: Class 10 contains 175182 members 
Mstep: Class 11 contains 27101 members 
Mstep: Class 12 contains 57276 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 14620 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 228157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98266472.000000 Penalty: 57209.031250
Iteration 41Q: 18 clusters Score -9.826647e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18248 members 
Mstep: Class 3 contains 23025 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 187931 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 22169 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 10759 members 
Mstep: Class 10 contains 173746 members 
Mstep: Class 11 contains 28245 members 
Mstep: Class 12 contains 58138 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 14582 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 224600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98268584.000000 Penalty: 57209.031250
Iteration 42Q: 18 clusters Score -9.826858e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17000 members 
Mstep: Class 3 contains 23203 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 190816 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 22208 members 
Mstep: Class 8 contains 10481 members 
Mstep: Class 9 contains 10939 members 
Mstep: Class 10 contains 172537 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 58911 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 14539 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 221546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269552.000000 Penalty: 57209.031250
Iteration 43Q: 18 clusters Score -9.826955e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15794 members 
Mstep: Class 3 contains 23390 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 192987 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 22249 members 
Mstep: Class 8 contains 10905 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 171559 members 
Mstep: Class 11 contains 30361 members 
Mstep: Class 12 contains 59540 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 14487 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271616.000000 Penalty: 57209.031250
Iteration 44Q: 18 clusters Score -9.827162e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14699 members 
Mstep: Class 3 contains 23557 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 194337 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 22323 members 
Mstep: Class 8 contains 11287 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 170865 members 
Mstep: Class 11 contains 31364 members 
Mstep: Class 12 contains 60120 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 217283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273280.000000 Penalty: 57209.031250
Iteration 45Q: 18 clusters Score -9.827328e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 23730 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 194921 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 22389 members 
Mstep: Class 8 contains 11614 members 
Mstep: Class 9 contains 11174 members 
Mstep: Class 10 contains 170406 members 
Mstep: Class 11 contains 32380 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 3702 members 
Mstep: Class 14 contains 3579 members 
Mstep: Class 15 contains 14425 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 215970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274120.000000 Penalty: 57209.031250
Iteration 46Q: 18 clusters Score -9.827412e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12722 members 
Mstep: Class 3 contains 23902 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 194688 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 22451 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 170303 members 
Mstep: Class 11 contains 33386 members 
Mstep: Class 12 contains 61145 members 
Mstep: Class 13 contains 3697 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 14392 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 215113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275712.000000 Penalty: 57209.031250
Iteration 47Q: 18 clusters Score -9.827571e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 24099 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 193754 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 22507 members 
Mstep: Class 8 contains 12167 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 170438 members 
Mstep: Class 11 contains 34354 members 
Mstep: Class 12 contains 61635 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 3782 members 
Mstep: Class 15 contains 14372 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 214694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98276816.000000 Penalty: 57209.031250
Iteration 48Q: 18 clusters Score -9.827682e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11110 members 
Mstep: Class 3 contains 24263 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 192340 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 12370 members 
Mstep: Class 9 contains 11298 members 
Mstep: Class 10 contains 170685 members 
Mstep: Class 11 contains 35260 members 
Mstep: Class 12 contains 62130 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 214641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277696.000000 Penalty: 57209.031250
Iteration 49Q: 18 clusters Score -9.82777e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10398 members 
Mstep: Class 3 contains 24410 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 5 contains 190618 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 22686 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 11311 members 
Mstep: Class 10 contains 171043 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 62607 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 14325 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 214842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278376.000000 Penalty: 57209.031250
Iteration 50Q: 18 clusters Score -9.827838e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 24503 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 188834 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 22795 members 
Mstep: Class 8 contains 12695 members 
Mstep: Class 9 contains 11325 members 
Mstep: Class 10 contains 171432 members 
Mstep: Class 11 contains 36970 members 
Mstep: Class 12 contains 63065 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 14301 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98279088.000000 Penalty: 57209.031250
Iteration 51Q: 18 clusters Score -9.827909e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 24586 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 186924 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 22927 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 11328 members 
Mstep: Class 10 contains 171848 members 
Mstep: Class 11 contains 37729 members 
Mstep: Class 12 contains 63461 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 215637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280048.000000 Penalty: 57209.031250
Iteration 52Q: 18 clusters Score -9.828005e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 24658 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 185034 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23005 members 
Mstep: Class 8 contains 12915 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 172349 members 
Mstep: Class 11 contains 38409 members 
Mstep: Class 12 contains 63844 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 14219 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 216172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280920.000000 Penalty: 57209.031250
Iteration 53Q: 18 clusters Score -9.828092e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 24707 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 183232 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23072 members 
Mstep: Class 8 contains 12983 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 172900 members 
Mstep: Class 11 contains 39030 members 
Mstep: Class 12 contains 64143 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 14177 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 216674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98281576.000000 Penalty: 57209.031250
Iteration 54Q: 18 clusters Score -9.828158e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 24753 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 181490 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23149 members 
Mstep: Class 8 contains 13009 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 10 contains 173403 members 
Mstep: Class 11 contains 39568 members 
Mstep: Class 12 contains 64475 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 14145 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 217187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98282328.000000 Penalty: 57209.031250
Iteration 55Q: 18 clusters Score -9.828233e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7601 members 
Mstep: Class 3 contains 24767 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 180007 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23226 members 
Mstep: Class 8 contains 12997 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 173721 members 
Mstep: Class 11 contains 40108 members 
Mstep: Class 12 contains 64767 members 
Mstep: Class 13 contains 3688 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 14111 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 217680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283320.000000 Penalty: 57209.031250
Iteration 56Q: 18 clusters Score -9.828332e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 24763 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 178736 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23298 members 
Mstep: Class 8 contains 12954 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 173957 members 
Mstep: Class 11 contains 40616 members 
Mstep: Class 12 contains 65075 members 
Mstep: Class 13 contains 3688 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 14077 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 218134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284024.000000 Penalty: 57209.031250
Iteration 57Q: 18 clusters Score -9.828402e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7012 members 
Mstep: Class 3 contains 24734 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 177728 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23354 members 
Mstep: Class 8 contains 12918 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 174039 members 
Mstep: Class 11 contains 41072 members 
Mstep: Class 12 contains 65393 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 14038 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 218553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284328.000000 Penalty: 57209.031250
Iteration 58Q: 18 clusters Score -9.828433e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6753 members 
Mstep: Class 3 contains 24715 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 176840 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23410 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 174057 members 
Mstep: Class 11 contains 41468 members 
Mstep: Class 12 contains 65699 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 14001 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 218944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284720.000000 Penalty: 57209.031250
Iteration 59Q: 18 clusters Score -9.828472e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 24690 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 176191 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23456 members 
Mstep: Class 8 contains 12866 members 
Mstep: Class 9 contains 11361 members 
Mstep: Class 10 contains 173991 members 
Mstep: Class 11 contains 41819 members 
Mstep: Class 12 contains 65952 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 13958 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 219269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285528.000000 Penalty: 57209.031250
Iteration 60F: 18 clusters Score -9.828553e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 24669 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 175783 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 23495 members 
Mstep: Class 8 contains 12830 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 173822 members 
Mstep: Class 11 contains 42159 members 
Mstep: Class 12 contains 66191 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 4926 members 
Mstep: Class 15 contains 13937 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 219459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286392.000000 Penalty: 57209.031250
Iteration 61Q: 18 clusters Score -9.828639e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 24639 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 175527 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 23536 members 
Mstep: Class 8 contains 12780 members 
Mstep: Class 9 contains 11380 members 
Mstep: Class 10 contains 173568 members 
Mstep: Class 11 contains 42481 members 
Mstep: Class 12 contains 66439 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 4989 members 
Mstep: Class 15 contains 13897 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 219597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286632.000000 Penalty: 57209.031250
Iteration 62Q: 18 clusters Score -9.828663e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5939 members 
Mstep: Class 3 contains 24599 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 175366 members 
Mstep: Class 6 contains 431 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 12732 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 173268 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 12 contains 66661 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 13854 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286328.000000 Penalty: 57209.031250
Iteration 63Q: 18 clusters Score -9.828633e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 24564 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 175198 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 23588 members 
Mstep: Class 8 contains 12710 members 
Mstep: Class 9 contains 11381 members 
Mstep: Class 10 contains 172956 members 
Mstep: Class 11 contains 43089 members 
Mstep: Class 12 contains 66856 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5109 members 
Mstep: Class 15 contains 13830 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286672.000000 Penalty: 57209.031250
Iteration 64Q: 18 clusters Score -9.828667e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 24542 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 175083 members 
Mstep: Class 6 contains 428 members 
Mstep: Class 7 contains 23596 members 
Mstep: Class 8 contains 12670 members 
Mstep: Class 9 contains 11384 members 
Mstep: Class 10 contains 172669 members 
Mstep: Class 11 contains 43356 members 
Mstep: Class 12 contains 67047 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 15 contains 13806 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 220002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286984.000000 Penalty: 57209.031250
Iteration 65Q: 18 clusters Score -9.828698e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 24516 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175055 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 23602 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 11386 members 
Mstep: Class 10 contains 172420 members 
Mstep: Class 11 contains 43617 members 
Mstep: Class 12 contains 67187 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 13774 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 220031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287152.000000 Penalty: 57209.031250
Iteration 66Q: 18 clusters Score -9.828715e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 24497 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175052 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23611 members 
Mstep: Class 8 contains 12608 members 
Mstep: Class 9 contains 11376 members 
Mstep: Class 10 contains 172229 members 
Mstep: Class 11 contains 43862 members 
Mstep: Class 12 contains 67345 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 13743 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287176.000000 Penalty: 57209.031250
Iteration 67Q: 18 clusters Score -9.828718e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 24487 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175159 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 172011 members 
Mstep: Class 11 contains 44088 members 
Mstep: Class 12 contains 67488 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5265 members 
Mstep: Class 15 contains 13716 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287440.000000 Penalty: 57209.031250
Iteration 68Q: 18 clusters Score -9.828744e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 24476 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175257 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 12588 members 
Mstep: Class 9 contains 11376 members 
Mstep: Class 10 contains 171879 members 
Mstep: Class 11 contains 44281 members 
Mstep: Class 12 contains 67596 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 13694 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287632.000000 Penalty: 57209.031250
Iteration 69Q: 18 clusters Score -9.828763e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 24453 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175439 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 12580 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 171775 members 
Mstep: Class 11 contains 44453 members 
Mstep: Class 12 contains 67680 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 13664 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287792.000000 Penalty: 57209.031250
Iteration 70Q: 18 clusters Score -9.828779e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 24441 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175629 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23601 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 171673 members 
Mstep: Class 11 contains 44634 members 
Mstep: Class 12 contains 67764 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 13640 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287736.000000 Penalty: 57209.031250
Iteration 71Q: 18 clusters Score -9.828774e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 24418 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175805 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 23605 members 
Mstep: Class 8 contains 12555 members 
Mstep: Class 9 contains 11371 members 
Mstep: Class 10 contains 171632 members 
Mstep: Class 11 contains 44816 members 
Mstep: Class 12 contains 67845 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 13611 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 219045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287944.000000 Penalty: 57209.031250
Iteration 72Q: 18 clusters Score -9.828794e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 24405 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 175942 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 23615 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 171585 members 
Mstep: Class 11 contains 44968 members 
Mstep: Class 12 contains 67919 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5402 members 
Mstep: Class 15 contains 13598 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 218825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288168.000000 Penalty: 57209.031250
Iteration 73Q: 18 clusters Score -9.828817e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 24376 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176041 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 12540 members 
Mstep: Class 9 contains 11377 members 
Mstep: Class 10 contains 171606 members 
Mstep: Class 11 contains 45102 members 
Mstep: Class 12 contains 67978 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 13590 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 218608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288232.000000 Penalty: 57209.031250
Iteration 74Q: 18 clusters Score -9.828823e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 24350 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176127 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23622 members 
Mstep: Class 8 contains 12536 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 171628 members 
Mstep: Class 11 contains 45236 members 
Mstep: Class 12 contains 68032 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 13580 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 218386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288632.000000 Penalty: 57209.031250
Iteration 75Q: 18 clusters Score -9.828863e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4569 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176168 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 171677 members 
Mstep: Class 11 contains 45353 members 
Mstep: Class 12 contains 68095 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 13571 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 218189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288632.000000 Penalty: 57209.031250
Iteration 76Q: 18 clusters Score -9.828863e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 24317 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176237 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 8 contains 12533 members 
Mstep: Class 9 contains 11371 members 
Mstep: Class 10 contains 171741 members 
Mstep: Class 11 contains 45447 members 
Mstep: Class 12 contains 68161 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5483 members 
Mstep: Class 15 contains 13551 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 218004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288688.000000 Penalty: 57209.031250
Iteration 77Q: 18 clusters Score -9.828869e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 24299 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176290 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 12530 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 171820 members 
Mstep: Class 11 contains 45528 members 
Mstep: Class 12 contains 68219 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5491 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288640.000000 Penalty: 57209.031250
Iteration 78Q: 18 clusters Score -9.828864e+07 nChanged 1023
Entering ConstructFrom: 
Score: -98288640.000000 Penalty: 57209.031250
Entering ConstructFrom: 
Trying to split cluster 1 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -81940.625000 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -81940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80207.976562 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80207.98 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80672.500000 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -80672.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81093.039062 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81093.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81421.023438 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -81421.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81746.031250 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -81746.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81891.664062 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -81891.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82075.257812 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -82075.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82158.945312 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -82158.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82258.781250 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -82258.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82304.023438 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -82304.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82318.226562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -82318.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82321.835938 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -82321.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82326.648438 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -82326.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82332.109375 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -82332.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82338.570312 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -82338.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82352.148438 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -82352.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82402.023438 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -82402.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82539.406250 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -82539.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82740.445312 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -82740.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82890.078125 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -82890.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82989.445312 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -82989.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83120.015625 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -83120.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83213.437500 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -83213.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83291.734375 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -83291.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83361.812500 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -83361.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83361.812500 Penalty: 3306.810547
	Iteration 25F: 3 clusters Score -83361.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 24285 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176358 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23610 members 
Mstep: Class 8 contains 12528 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 171916 members 
Mstep: Class 11 contains 45580 members 
Mstep: Class 12 contains 68276 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5500 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217646 members 
Mstep: Class 18 contains 412 members 
Entering Unmasked Estep 
Score: -98288456.000000 Penalty: 60574.269531
Splitting cluster 1 changes total score from -98288640.000000 to -98288456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -575291.375000 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -575291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -571178.312500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -571178.3 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -572105.312500 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -572105.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -572244.375000 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -572244.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -572334.500000 Penalty: 4156.820312
	Iteration 3Q: 3 clusters Score -572334.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -572391.312500 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -572391.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -572436.062500 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -572436.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -572475.000000 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -572475 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -572516.875000 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -572516.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -572547.500000 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -572547.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -572573.437500 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -572573.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -572594.000000 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -572594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -572615.937500 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -572615.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -572638.812500 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -572638.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -572661.437500 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -572661.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -572681.125000 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -572681.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -572699.562500 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -572699.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -572719.250000 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -572719.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -572740.687500 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -572740.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -572756.812500 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -572756.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -572772.187500 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -572772.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -572797.312500 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -572797.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -572818.812500 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -572818.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -572843.437500 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -572843.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -572862.562500 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -572862.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -572886.250000 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -572886.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -572924.375000 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -572924.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -572957.562500 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -572957.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -572992.062500 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -572992.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -573023.125000 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -573023.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -573057.937500 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -573057.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -573081.625000 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -573081.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -573109.500000 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -573109.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -573129.937500 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -573129.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -573158.687500 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -573158.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -573188.625000 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -573188.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -573211.312500 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -573211.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -573227.875000 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -573227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -573237.375000 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -573237.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -573247.437500 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -573247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -573251.875000 Penalty: 4156.820312
	Iteration 39Q: 3 clusters Score -573251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -573257.437500 Penalty: 4156.820312
	Iteration 40F: 3 clusters Score -573257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -573262.062500 Penalty: 4156.820312
	Iteration 41Q: 3 clusters Score -573262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -573264.875000 Penalty: 4156.820312
	Iteration 42Q: 3 clusters Score -573264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -573269.500000 Penalty: 4156.820312
	Iteration 43Q: 3 clusters Score -573269.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -573274.750000 Penalty: 4156.820312
	Iteration 44Q: 3 clusters Score -573274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -573277.250000 Penalty: 4156.820312
	Iteration 45Q: 3 clusters Score -573277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -573281.812500 Penalty: 4156.820312
	Iteration 46Q: 3 clusters Score -573281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -573288.187500 Penalty: 4156.820312
	Iteration 47Q: 3 clusters Score -573288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -573290.625000 Penalty: 4156.820312
	Iteration 48Q: 3 clusters Score -573290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -573296.937500 Penalty: 4156.820312
	Iteration 49Q: 3 clusters Score -573296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -573300.937500 Penalty: 4156.820312
	Iteration 50Q: 3 clusters Score -573300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -573304.625000 Penalty: 4156.820312
	Iteration 51Q: 3 clusters Score -573304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -573305.687500 Penalty: 4156.820312
	Iteration 52Q: 3 clusters Score -573305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -573307.687500 Penalty: 4156.820312
	Iteration 53Q: 3 clusters Score -573307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -573311.062500 Penalty: 4156.820312
	Iteration 54Q: 3 clusters Score -573311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -573315.437500 Penalty: 4156.820312
	Iteration 55Q: 3 clusters Score -573315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -573317.187500 Penalty: 4156.820312
	Iteration 56Q: 3 clusters Score -573317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -573323.375000 Penalty: 4156.820312
	Iteration 57Q: 3 clusters Score -573323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -573328.437500 Penalty: 4156.820312
	Iteration 58Q: 3 clusters Score -573328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -573332.750000 Penalty: 4156.820312
	Iteration 59Q: 3 clusters Score -573332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -573339.875000 Penalty: 4156.820312
	Iteration 60F: 3 clusters Score -573339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -573345.375000 Penalty: 4156.820312
	Iteration 61Q: 3 clusters Score -573345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -573348.625000 Penalty: 4156.820312
	Iteration 62Q: 3 clusters Score -573348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -573355.562500 Penalty: 4156.820312
	Iteration 63Q: 3 clusters Score -573355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -573358.562500 Penalty: 4156.820312
	Iteration 64Q: 3 clusters Score -573358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -573359.625000 Penalty: 4156.820312
	Iteration 65Q: 3 clusters Score -573359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -573363.000000 Penalty: 4156.820312
	Iteration 66Q: 3 clusters Score -573363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -573367.625000 Penalty: 4156.820312
	Iteration 67Q: 3 clusters Score -573367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -573371.375000 Penalty: 4156.820312
	Iteration 68Q: 3 clusters Score -573371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -573377.437500 Penalty: 4156.820312
	Iteration 69Q: 3 clusters Score -573377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -573386.875000 Penalty: 4156.820312
	Iteration 70Q: 3 clusters Score -573386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -573395.937500 Penalty: 4156.820312
	Iteration 71Q: 3 clusters Score -573395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -573405.062500 Penalty: 4156.820312
	Iteration 72Q: 3 clusters Score -573405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -573413.187500 Penalty: 4156.820312
	Iteration 73Q: 3 clusters Score -573413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -573420.187500 Penalty: 4156.820312
	Iteration 74Q: 3 clusters Score -573420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -573424.875000 Penalty: 4156.820312
	Iteration 75Q: 3 clusters Score -573424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -573428.125000 Penalty: 4156.820312
	Iteration 76Q: 3 clusters Score -573428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -573429.687500 Penalty: 4156.820312
	Iteration 77Q: 3 clusters Score -573429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -573429.687500 Penalty: 4156.820312
	Iteration 78F: 3 clusters Score -573429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Entering Unmasked Estep 
Score: -3145501.500000 Penalty: 2504.208252
	Iteration 0F: 2 clusters Score -3145502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3128596.000000 Penalty: 5008.416504
	Iteration 0F: 3 clusters Score -3128596 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3134364.750000 Penalty: 5008.416504
	Iteration 1F: 3 clusters Score -3134365 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3134795.750000 Penalty: 5008.416504
	Iteration 2Q: 3 clusters Score -3134796 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3135151.750000 Penalty: 5008.416504
	Iteration 3Q: 3 clusters Score -3135152 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3135476.500000 Penalty: 5008.416504
	Iteration 4Q: 3 clusters Score -3135476 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3135825.500000 Penalty: 5008.416504
	Iteration 5Q: 3 clusters Score -3135826 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3136204.000000 Penalty: 5008.416504
	Iteration 6Q: 3 clusters Score -3136204 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3136696.750000 Penalty: 5008.416504
	Iteration 7Q: 3 clusters Score -3136697 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3137370.250000 Penalty: 5008.416504
	Iteration 8Q: 3 clusters Score -3137370 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3138279.000000 Penalty: 5008.416504
	Iteration 9F: 3 clusters Score -3138279 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3139433.500000 Penalty: 5008.416504
	Iteration 10F: 3 clusters Score -3139434 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3140600.000000 Penalty: 5008.416504
	Iteration 11F: 3 clusters Score -3140600 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3141584.000000 Penalty: 5008.416504
	Iteration 12Q: 3 clusters Score -3141584 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3142226.250000 Penalty: 5008.416504
	Iteration 13Q: 3 clusters Score -3142226 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3142625.250000 Penalty: 5008.416504
	Iteration 14Q: 3 clusters Score -3142625 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3142856.250000 Penalty: 5008.416504
	Iteration 15Q: 3 clusters Score -3142856 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3143008.250000 Penalty: 5008.416504
	Iteration 16Q: 3 clusters Score -3143008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3143124.000000 Penalty: 5008.416504
	Iteration 17Q: 3 clusters Score -3143124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3143182.250000 Penalty: 5008.416504
	Iteration 18Q: 3 clusters Score -3143182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3143236.750000 Penalty: 5008.416504
	Iteration 19Q: 3 clusters Score -3143237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3143289.250000 Penalty: 5008.416504
	Iteration 20F: 3 clusters Score -3143289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3143333.500000 Penalty: 5008.416504
	Iteration 21Q: 3 clusters Score -3143334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3143366.500000 Penalty: 5008.416504
	Iteration 22Q: 3 clusters Score -3143366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3143403.250000 Penalty: 5008.416504
	Iteration 23Q: 3 clusters Score -3143403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3143430.750000 Penalty: 5008.416504
	Iteration 24Q: 3 clusters Score -3143431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3143443.250000 Penalty: 5008.416504
	Iteration 25Q: 3 clusters Score -3143443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3143454.500000 Penalty: 5008.416504
	Iteration 26Q: 3 clusters Score -3143454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3143457.250000 Penalty: 5008.416504
	Iteration 27Q: 3 clusters Score -3143457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3143459.000000 Penalty: 5008.416504
	Iteration 28Q: 3 clusters Score -3143459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3143460.500000 Penalty: 5008.416504
	Iteration 29Q: 3 clusters Score -3143460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3143461.500000 Penalty: 5008.416504
	Iteration 30Q: 3 clusters Score -3143462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3143465.750000 Penalty: 5008.416504
	Iteration 31Q: 3 clusters Score -3143466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3143467.750000 Penalty: 5008.416504
	Iteration 32Q: 3 clusters Score -3143468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3143467.750000 Penalty: 5008.416504
	Iteration 33F: 3 clusters Score -3143468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -129601.945312 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -129601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127578.554688 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -127578.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128318.273438 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -128318.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128953.882812 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -128953.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129577.429688 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -129577.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129953.976562 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -129954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -130214.148438 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -130214.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130549.632812 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -130549.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130649.820312 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -130649.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130694.531250 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -130694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130722.101562 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -130722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130747.632812 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -130747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -130758.484375 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -130758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130771.382812 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -130771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -130801.679688 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -130801.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -130843.695312 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -130843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130861.289062 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -130861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130864.625000 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -130864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130864.625000 Penalty: 3532.941895
	Iteration 17F: 3 clusters Score -130864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 24285 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 176358 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23610 members 
Mstep: Class 8 contains 12528 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 171916 members 
Mstep: Class 11 contains 45580 members 
Mstep: Class 12 contains 68276 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5500 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217646 members 
Mstep: Class 18 contains 822 members 
Entering Unmasked Estep 
Score: -98288440.000000 Penalty: 60574.269531
Splitting cluster 4 changes total score from -98288640.000000 to -98288440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (176358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176358 members 
Entering Unmasked Estep 
Score: -22571072.000000 Penalty: 2995.907471
	Iteration 0F: 2 clusters Score -2.257107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -22455432.000000 Penalty: 5991.814941
	Iteration 0F: 3 clusters Score -2.245543e+07 nChanged 84265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -22505140.000000 Penalty: 5991.814941
	Iteration 1F: 3 clusters Score -2.250514e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -22506094.000000 Penalty: 5991.814941
	Iteration 2Q: 3 clusters Score -2.250609e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -22507480.000000 Penalty: 5991.814941
	Iteration 3Q: 3 clusters Score -2.250748e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104329 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -22509886.000000 Penalty: 5991.814941
	Iteration 4Q: 3 clusters Score -2.250989e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112610 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -22514140.000000 Penalty: 5991.814941
	Iteration 5F: 3 clusters Score -2.251414e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124077 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -22521786.000000 Penalty: 5991.814941
	Iteration 6F: 3 clusters Score -2.252179e+07 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138671 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -22533870.000000 Penalty: 5991.814941
	Iteration 7F: 3 clusters Score -2.253387e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -22548530.000000 Penalty: 5991.814941
	Iteration 8F: 3 clusters Score -2.254853e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -22559990.000000 Penalty: 5991.814941
	Iteration 9F: 3 clusters Score -2.255999e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171908 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -22565446.000000 Penalty: 5991.814941
	Iteration 10Q: 3 clusters Score -2.256545e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22567256.000000 Penalty: 5991.814941
	Iteration 11Q: 3 clusters Score -2.256726e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22567886.000000 Penalty: 5991.814941
	Iteration 12Q: 3 clusters Score -2.256789e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175735 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22568192.000000 Penalty: 5991.814941
	Iteration 13Q: 3 clusters Score -2.256819e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22568320.000000 Penalty: 5991.814941
	Iteration 14Q: 3 clusters Score -2.256832e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22568378.000000 Penalty: 5991.814941
	Iteration 15Q: 3 clusters Score -2.256838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22568426.000000 Penalty: 5991.814941
	Iteration 16Q: 3 clusters Score -2.256843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22568464.000000 Penalty: 5991.814941
	Iteration 17Q: 3 clusters Score -2.256846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175983 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22568468.000000 Penalty: 5991.814941
	Iteration 18Q: 3 clusters Score -2.256847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175991 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22568478.000000 Penalty: 5991.814941
	Iteration 19Q: 3 clusters Score -2.256848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22568490.000000 Penalty: 5991.814941
	Iteration 20F: 3 clusters Score -2.256849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22568506.000000 Penalty: 5991.814941
	Iteration 21Q: 3 clusters Score -2.256851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22568516.000000 Penalty: 5991.814941
	Iteration 22Q: 3 clusters Score -2.256852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22568498.000000 Penalty: 5991.814941
	Iteration 23Q: 3 clusters Score -2.25685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176019 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22568512.000000 Penalty: 5991.814941
	Iteration 24Q: 3 clusters Score -2.256851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22568524.000000 Penalty: 5991.814941
	Iteration 25Q: 3 clusters Score -2.256852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22568534.000000 Penalty: 5991.814941
	Iteration 26Q: 3 clusters Score -2.256853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22568528.000000 Penalty: 5991.814941
	Iteration 27Q: 3 clusters Score -2.256853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22568528.000000 Penalty: 5991.814941
	Iteration 28Q: 3 clusters Score -2.256853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22568528.000000 Penalty: 5991.814941
	Iteration 29F: 3 clusters Score -2.256853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -43871.582031 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -43871.58 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 227 members 
Entering Unmasked Estep 
Score: -42540.285156 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -42540.29 nChanged 82
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: -42713.828125 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -42713.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42783.535156 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -42783.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42839.757812 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -42839.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42858.800781 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -42858.8 nChanged 7
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: -42891.500000 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -42891.5 nChanged 4
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: -42910.671875 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -42910.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42912.765625 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -42912.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42913.480469 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -42913.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42913.480469 Penalty: 3000.667969
	Iteration 9F: 3 clusters Score -42913.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Entering Unmasked Estep 
Score: -3056031.250000 Penalty: 2497.217529
	Iteration 0F: 2 clusters Score -3056031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3039537.250000 Penalty: 4994.435059
	Iteration 0F: 3 clusters Score -3039537 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3045369.500000 Penalty: 4994.435059
	Iteration 1F: 3 clusters Score -3045370 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3045860.500000 Penalty: 4994.435059
	Iteration 2F: 3 clusters Score -3045860 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3046305.250000 Penalty: 4994.435059
	Iteration 3Q: 3 clusters Score -3046305 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3046700.000000 Penalty: 4994.435059
	Iteration 4Q: 3 clusters Score -3046700 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3047052.250000 Penalty: 4994.435059
	Iteration 5Q: 3 clusters Score -3047052 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3047383.750000 Penalty: 4994.435059
	Iteration 6Q: 3 clusters Score -3047384 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3047709.500000 Penalty: 4994.435059
	Iteration 7Q: 3 clusters Score -3047710 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3048093.750000 Penalty: 4994.435059
	Iteration 8Q: 3 clusters Score -3048094 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3048559.250000 Penalty: 4994.435059
	Iteration 9Q: 3 clusters Score -3048559 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3049102.750000 Penalty: 4994.435059
	Iteration 10Q: 3 clusters Score -3049103 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3049692.500000 Penalty: 4994.435059
	Iteration 11Q: 3 clusters Score -3049692 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3050208.000000 Penalty: 4994.435059
	Iteration 12Q: 3 clusters Score -3050208 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3050544.250000 Penalty: 4994.435059
	Iteration 13Q: 3 clusters Score -3050544 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3050731.500000 Penalty: 4994.435059
	Iteration 14Q: 3 clusters Score -3050732 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3050824.750000 Penalty: 4994.435059
	Iteration 15Q: 3 clusters Score -3050825 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3050908.750000 Penalty: 4994.435059
	Iteration 16Q: 3 clusters Score -3050909 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3050947.750000 Penalty: 4994.435059
	Iteration 17Q: 3 clusters Score -3050948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3050991.000000 Penalty: 4994.435059
	Iteration 18Q: 3 clusters Score -3050991 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3051041.250000 Penalty: 4994.435059
	Iteration 19Q: 3 clusters Score -3051041 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3051087.250000 Penalty: 4994.435059
	Iteration 20F: 3 clusters Score -3051087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3051129.500000 Penalty: 4994.435059
	Iteration 21Q: 3 clusters Score -3051130 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3051172.000000 Penalty: 4994.435059
	Iteration 22Q: 3 clusters Score -3051172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3051194.250000 Penalty: 4994.435059
	Iteration 23Q: 3 clusters Score -3051194 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3051225.000000 Penalty: 4994.435059
	Iteration 24Q: 3 clusters Score -3051225 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3051246.250000 Penalty: 4994.435059
	Iteration 25Q: 3 clusters Score -3051246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3051273.000000 Penalty: 4994.435059
	Iteration 26Q: 3 clusters Score -3051273 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3051321.000000 Penalty: 4994.435059
	Iteration 27Q: 3 clusters Score -3051321 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3051359.000000 Penalty: 4994.435059
	Iteration 28Q: 3 clusters Score -3051359 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3051397.000000 Penalty: 4994.435059
	Iteration 29Q: 3 clusters Score -3051397 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3051422.750000 Penalty: 4994.435059
	Iteration 30Q: 3 clusters Score -3051423 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3051456.500000 Penalty: 4994.435059
	Iteration 31Q: 3 clusters Score -3051456 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3051497.250000 Penalty: 4994.435059
	Iteration 32Q: 3 clusters Score -3051497 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3051520.500000 Penalty: 4994.435059
	Iteration 33Q: 3 clusters Score -3051520 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3051552.750000 Penalty: 4994.435059
	Iteration 34Q: 3 clusters Score -3051553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3051587.250000 Penalty: 4994.435059
	Iteration 35Q: 3 clusters Score -3051587 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3051625.000000 Penalty: 4994.435059
	Iteration 36Q: 3 clusters Score -3051625 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3051655.750000 Penalty: 4994.435059
	Iteration 37Q: 3 clusters Score -3051656 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3051690.000000 Penalty: 4994.435059
	Iteration 38Q: 3 clusters Score -3051690 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3051728.250000 Penalty: 4994.435059
	Iteration 39Q: 3 clusters Score -3051728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3051757.500000 Penalty: 4994.435059
	Iteration 40F: 3 clusters Score -3051758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3051788.250000 Penalty: 4994.435059
	Iteration 41Q: 3 clusters Score -3051788 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3051804.000000 Penalty: 4994.435059
	Iteration 42Q: 3 clusters Score -3051804 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3051817.000000 Penalty: 4994.435059
	Iteration 43Q: 3 clusters Score -3051817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3051834.750000 Penalty: 4994.435059
	Iteration 44Q: 3 clusters Score -3051835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3051841.250000 Penalty: 4994.435059
	Iteration 45Q: 3 clusters Score -3051841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3051856.750000 Penalty: 4994.435059
	Iteration 46Q: 3 clusters Score -3051857 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3051864.000000 Penalty: 4994.435059
	Iteration 47Q: 3 clusters Score -3051864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3051869.250000 Penalty: 4994.435059
	Iteration 48Q: 3 clusters Score -3051869 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3051883.250000 Penalty: 4994.435059
	Iteration 49Q: 3 clusters Score -3051883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3051903.000000 Penalty: 4994.435059
	Iteration 50Q: 3 clusters Score -3051903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3051911.000000 Penalty: 4994.435059
	Iteration 51Q: 3 clusters Score -3051911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3051916.750000 Penalty: 4994.435059
	Iteration 52Q: 3 clusters Score -3051917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3051910.500000 Penalty: 4994.435059
	Iteration 53Q: 3 clusters Score -3051910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -3051916.750000 Penalty: 4994.435059
	Iteration 54Q: 3 clusters Score -3051917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3051923.250000 Penalty: 4994.435059
	Iteration 55Q: 3 clusters Score -3051923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3051932.250000 Penalty: 4994.435059
	Iteration 56Q: 3 clusters Score -3051932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3051927.000000 Penalty: 4994.435059
	Iteration 57Q: 3 clusters Score -3051927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3051934.000000 Penalty: 4994.435059
	Iteration 58Q: 3 clusters Score -3051934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3051938.000000 Penalty: 4994.435059
	Iteration 59Q: 3 clusters Score -3051938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3051938.500000 Penalty: 4994.435059
	Iteration 60F: 3 clusters Score -3051938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3051952.750000 Penalty: 4994.435059
	Iteration 61Q: 3 clusters Score -3051953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3051959.500000 Penalty: 4994.435059
	Iteration 62Q: 3 clusters Score -3051960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3051967.250000 Penalty: 4994.435059
	Iteration 63Q: 3 clusters Score -3051967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3051962.000000 Penalty: 4994.435059
	Iteration 64Q: 3 clusters Score -3051962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3051963.750000 Penalty: 4994.435059
	Iteration 65Q: 3 clusters Score -3051964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3051968.000000 Penalty: 4994.435059
	Iteration 66Q: 3 clusters Score -3051968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3051986.750000 Penalty: 4994.435059
	Iteration 67Q: 3 clusters Score -3051987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3051995.250000 Penalty: 4994.435059
	Iteration 68Q: 3 clusters Score -3051995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3051993.750000 Penalty: 4994.435059
	Iteration 69Q: 3 clusters Score -3051994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3051998.250000 Penalty: 4994.435059
	Iteration 70Q: 3 clusters Score -3051998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3052006.000000 Penalty: 4994.435059
	Iteration 71Q: 3 clusters Score -3052006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3052005.500000 Penalty: 4994.435059
	Iteration 72Q: 3 clusters Score -3052006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3052009.500000 Penalty: 4994.435059
	Iteration 73Q: 3 clusters Score -3052010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3052016.000000 Penalty: 4994.435059
	Iteration 74Q: 3 clusters Score -3052016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3052014.750000 Penalty: 4994.435059
	Iteration 75Q: 3 clusters Score -3052015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 12716 members 
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Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10826 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 13171 members 
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Mstep: Class 1 contains 10417 members 
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Mstep: Class 2 contains 13218 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3053568.000000 Penalty: 4994.435059
	Iteration 169Q: 3 clusters Score -3053568 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3053603.750000 Penalty: 4994.435059
	Iteration 170Q: 3 clusters Score -3053604 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3053637.500000 Penalty: 4994.435059
	Iteration 171Q: 3 clusters Score -3053638 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3053674.750000 Penalty: 4994.435059
	Iteration 172Q: 3 clusters Score -3053675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3053702.250000 Penalty: 4994.435059
	Iteration 173Q: 3 clusters Score -3053702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3053732.750000 Penalty: 4994.435059
	Iteration 174Q: 3 clusters Score -3053733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3053747.250000 Penalty: 4994.435059
	Iteration 175Q: 3 clusters Score -3053747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3053766.750000 Penalty: 4994.435059
	Iteration 176Q: 3 clusters Score -3053767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3053794.250000 Penalty: 4994.435059
	Iteration 177Q: 3 clusters Score -3053794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3053819.500000 Penalty: 4994.435059
	Iteration 178Q: 3 clusters Score -3053820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3053828.000000 Penalty: 4994.435059
	Iteration 179Q: 3 clusters Score -3053828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3053849.750000 Penalty: 4994.435059
	Iteration 180F: 3 clusters Score -3053850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3053861.250000 Penalty: 4994.435059
	Iteration 181Q: 3 clusters Score -3053861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3053880.000000 Penalty: 4994.435059
	Iteration 182Q: 3 clusters Score -3053880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3053879.000000 Penalty: 4994.435059
	Iteration 183Q: 3 clusters Score -3053879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3053903.750000 Penalty: 4994.435059
	Iteration 184Q: 3 clusters Score -3053904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3053905.250000 Penalty: 4994.435059
	Iteration 185Q: 3 clusters Score -3053905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3053913.000000 Penalty: 4994.435059
	Iteration 186Q: 3 clusters Score -3053913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3053916.500000 Penalty: 4994.435059
	Iteration 187Q: 3 clusters Score -3053916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3053924.750000 Penalty: 4994.435059
	Iteration 188Q: 3 clusters Score -3053925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3053935.500000 Penalty: 4994.435059
	Iteration 189Q: 3 clusters Score -3053936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3053936.250000 Penalty: 4994.435059
	Iteration 190Q: 3 clusters Score -3053936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3053943.000000 Penalty: 4994.435059
	Iteration 191Q: 3 clusters Score -3053943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3053937.750000 Penalty: 4994.435059
	Iteration 192Q: 3 clusters Score -3053938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3053950.750000 Penalty: 4994.435059
	Iteration 193Q: 3 clusters Score -3053951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3053952.500000 Penalty: 4994.435059
	Iteration 194Q: 3 clusters Score -3053952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3053957.750000 Penalty: 4994.435059
	Iteration 195Q: 3 clusters Score -3053958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3053962.750000 Penalty: 4994.435059
	Iteration 196Q: 3 clusters Score -3053963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3053966.250000 Penalty: 4994.435059
	Iteration 197Q: 3 clusters Score -3053966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3053972.250000 Penalty: 4994.435059
	Iteration 198Q: 3 clusters Score -3053972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3053974.250000 Penalty: 4994.435059
	Iteration 199Q: 3 clusters Score -3053974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3053985.250000 Penalty: 4994.435059
	Iteration 200F: 3 clusters Score -3053985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3053985.500000 Penalty: 4994.435059
	Iteration 201Q: 3 clusters Score -3053986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3053994.750000 Penalty: 4994.435059
	Iteration 202Q: 3 clusters Score -3053995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -3054000.750000 Penalty: 4994.435059
	Iteration 203Q: 3 clusters Score -3054001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3054000.750000 Penalty: 4994.435059
	Iteration 204Q: 3 clusters Score -3054001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3054010.750000 Penalty: 4994.435059
	Iteration 205Q: 3 clusters Score -3054011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3054013.500000 Penalty: 4994.435059
	Iteration 206Q: 3 clusters Score -3054014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3054013.250000 Penalty: 4994.435059
	Iteration 207Q: 3 clusters Score -3054013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3054013.000000 Penalty: 4994.435059
	Iteration 208Q: 3 clusters Score -3054013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3054019.500000 Penalty: 4994.435059
	Iteration 209Q: 3 clusters Score -3054020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3054026.500000 Penalty: 4994.435059
	Iteration 210Q: 3 clusters Score -3054026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3054030.000000 Penalty: 4994.435059
	Iteration 211Q: 3 clusters Score -3054030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3054037.000000 Penalty: 4994.435059
	Iteration 212Q: 3 clusters Score -3054037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3054037.750000 Penalty: 4994.435059
	Iteration 213Q: 3 clusters Score -3054038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3054045.250000 Penalty: 4994.435059
	Iteration 214Q: 3 clusters Score -3054045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3054044.250000 Penalty: 4994.435059
	Iteration 215Q: 3 clusters Score -3054044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3054038.500000 Penalty: 4994.435059
	Iteration 216Q: 3 clusters Score -3054038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3054045.250000 Penalty: 4994.435059
	Iteration 217Q: 3 clusters Score -3054045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3054046.500000 Penalty: 4994.435059
	Iteration 218Q: 3 clusters Score -3054046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3054048.750000 Penalty: 4994.435059
	Iteration 219Q: 3 clusters Score -3054049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3054046.250000 Penalty: 4994.435059
	Iteration 220F: 3 clusters Score -3054046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3054048.250000 Penalty: 4994.435059
	Iteration 221Q: 3 clusters Score -3054048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3054047.500000 Penalty: 4994.435059
	Iteration 222Q: 3 clusters Score -3054048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3054047.500000 Penalty: 4994.435059
	Iteration 223F: 3 clusters Score -3054048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Entering Unmasked Estep 
Score: -1626858.375000 Penalty: 2340.058838
	Iteration 0F: 2 clusters Score -1626858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1617522.625000 Penalty: 4680.117676
	Iteration 0F: 3 clusters Score -1617523 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1620264.500000 Penalty: 4680.117676
	Iteration 1F: 3 clusters Score -1620264 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1620590.250000 Penalty: 4680.117676
	Iteration 2F: 3 clusters Score -1620590 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1620862.875000 Penalty: 4680.117676
	Iteration 3Q: 3 clusters Score -1620863 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1621129.375000 Penalty: 4680.117676
	Iteration 4Q: 3 clusters Score -1621129 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1621475.250000 Penalty: 4680.117676
	Iteration 5Q: 3 clusters Score -1621475 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1621924.625000 Penalty: 4680.117676
	Iteration 6F: 3 clusters Score -1621925 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1622447.625000 Penalty: 4680.117676
	Iteration 7F: 3 clusters Score -1622448 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1623057.125000 Penalty: 4680.117676
	Iteration 8F: 3 clusters Score -1623057 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1623695.875000 Penalty: 4680.117676
	Iteration 9F: 3 clusters Score -1623696 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1624235.000000 Penalty: 4680.117676
	Iteration 10F: 3 clusters Score -1624235 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1624569.375000 Penalty: 4680.117676
	Iteration 11Q: 3 clusters Score -1624569 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1624773.125000 Penalty: 4680.117676
	Iteration 12Q: 3 clusters Score -1624773 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1624895.000000 Penalty: 4680.117676
	Iteration 13Q: 3 clusters Score -1624895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1624946.875000 Penalty: 4680.117676
	Iteration 14Q: 3 clusters Score -1624947 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1624971.625000 Penalty: 4680.117676
	Iteration 15Q: 3 clusters Score -1624972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1624993.125000 Penalty: 4680.117676
	Iteration 16Q: 3 clusters Score -1624993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1625004.875000 Penalty: 4680.117676
	Iteration 17Q: 3 clusters Score -1625005 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1625024.625000 Penalty: 4680.117676
	Iteration 18Q: 3 clusters Score -1625025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1625038.000000 Penalty: 4680.117676
	Iteration 19Q: 3 clusters Score -1625038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1625042.375000 Penalty: 4680.117676
	Iteration 20F: 3 clusters Score -1625042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1625048.375000 Penalty: 4680.117676
	Iteration 21Q: 3 clusters Score -1625048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1625050.750000 Penalty: 4680.117676
	Iteration 22Q: 3 clusters Score -1625051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1625055.125000 Penalty: 4680.117676
	Iteration 23Q: 3 clusters Score -1625055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1625052.250000 Penalty: 4680.117676
	Iteration 24Q: 3 clusters Score -1625052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1625058.375000 Penalty: 4680.117676
	Iteration 25Q: 3 clusters Score -1625058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1625057.000000 Penalty: 4680.117676
	Iteration 26Q: 3 clusters Score -1625057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1625058.500000 Penalty: 4680.117676
	Iteration 27Q: 3 clusters Score -1625058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1625062.375000 Penalty: 4680.117676
	Iteration 28Q: 3 clusters Score -1625062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1625060.000000 Penalty: 4680.117676
	Iteration 29Q: 3 clusters Score -1625060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1625060.000000 Penalty: 4680.117676
	Iteration 30F: 3 clusters Score -1625060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -1375240.500000 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -1375240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1366730.625000 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -1366731 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1369274.250000 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -1369274 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1369571.750000 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -1369572 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1369790.125000 Penalty: 4632.186523
	Iteration 3Q: 3 clusters Score -1369790 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1369932.375000 Penalty: 4632.186523
	Iteration 4Q: 3 clusters Score -1369932 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1370056.750000 Penalty: 4632.186523
	Iteration 5Q: 3 clusters Score -1370057 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1370177.125000 Penalty: 4632.186523
	Iteration 6Q: 3 clusters Score -1370177 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1370268.375000 Penalty: 4632.186523
	Iteration 7Q: 3 clusters Score -1370268 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1370347.000000 Penalty: 4632.186523
	Iteration 8Q: 3 clusters Score -1370347 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1370445.375000 Penalty: 4632.186523
	Iteration 9Q: 3 clusters Score -1370445 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1370529.250000 Penalty: 4632.186523
	Iteration 10Q: 3 clusters Score -1370529 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1370614.750000 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -1370615 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1370696.875000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -1370697 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1370793.000000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -1370793 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1370895.125000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -1370895 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1371025.250000 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -1371025 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1371172.000000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -1371172 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1371323.625000 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -1371324 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1371492.500000 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -1371492 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1371690.625000 Penalty: 4632.186523
	Iteration 19Q: 3 clusters Score -1371691 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1371926.000000 Penalty: 4632.186523
	Iteration 20F: 3 clusters Score -1371926 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1372178.750000 Penalty: 4632.186523
	Iteration 21Q: 3 clusters Score -1372179 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1372360.000000 Penalty: 4632.186523
	Iteration 22Q: 3 clusters Score -1372360 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1372498.125000 Penalty: 4632.186523
	Iteration 23Q: 3 clusters Score -1372498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1372595.500000 Penalty: 4632.186523
	Iteration 24Q: 3 clusters Score -1372596 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1372708.000000 Penalty: 4632.186523
	Iteration 25Q: 3 clusters Score -1372708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1372791.750000 Penalty: 4632.186523
	Iteration 26Q: 3 clusters Score -1372792 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1372866.375000 Penalty: 4632.186523
	Iteration 27Q: 3 clusters Score -1372866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1372936.750000 Penalty: 4632.186523
	Iteration 28Q: 3 clusters Score -1372937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1372993.625000 Penalty: 4632.186523
	Iteration 29Q: 3 clusters Score -1372994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1373051.875000 Penalty: 4632.186523
	Iteration 30Q: 3 clusters Score -1373052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1373097.000000 Penalty: 4632.186523
	Iteration 31Q: 3 clusters Score -1373097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1373130.125000 Penalty: 4632.186523
	Iteration 32Q: 3 clusters Score -1373130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1373151.750000 Penalty: 4632.186523
	Iteration 33Q: 3 clusters Score -1373152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1373167.500000 Penalty: 4632.186523
	Iteration 34Q: 3 clusters Score -1373168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1373182.750000 Penalty: 4632.186523
	Iteration 35Q: 3 clusters Score -1373183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1373197.125000 Penalty: 4632.186523
	Iteration 36Q: 3 clusters Score -1373197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1373213.625000 Penalty: 4632.186523
	Iteration 37Q: 3 clusters Score -1373214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1373236.375000 Penalty: 4632.186523
	Iteration 38Q: 3 clusters Score -1373236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1373251.125000 Penalty: 4632.186523
	Iteration 39Q: 3 clusters Score -1373251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1373258.250000 Penalty: 4632.186523
	Iteration 40F: 3 clusters Score -1373258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1373266.875000 Penalty: 4632.186523
	Iteration 41Q: 3 clusters Score -1373267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1373271.750000 Penalty: 4632.186523
	Iteration 42Q: 3 clusters Score -1373272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1373274.125000 Penalty: 4632.186523
	Iteration 43Q: 3 clusters Score -1373274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1373276.750000 Penalty: 4632.186523
	Iteration 44Q: 3 clusters Score -1373277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1373278.625000 Penalty: 4632.186523
	Iteration 45Q: 3 clusters Score -1373279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1373279.500000 Penalty: 4632.186523
	Iteration 46Q: 3 clusters Score -1373280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1373280.500000 Penalty: 4632.186523
	Iteration 47Q: 3 clusters Score -1373280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1373281.375000 Penalty: 4632.186523
	Iteration 48Q: 3 clusters Score -1373281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1373280.250000 Penalty: 4632.186523
	Iteration 49Q: 3 clusters Score -1373280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1373280.250000 Penalty: 4632.186523
	Iteration 50F: 3 clusters Score -1373280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Entering Unmasked Estep 
Score: -21976150.000000 Penalty: 2989.580811
	Iteration 0F: 2 clusters Score -2.197615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -21863654.000000 Penalty: 5979.161621
	Iteration 0F: 3 clusters Score -2.186365e+07 nChanged 82298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -21911592.000000 Penalty: 5979.161621
	Iteration 1F: 3 clusters Score -2.191159e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -21912532.000000 Penalty: 5979.161621
	Iteration 2Q: 3 clusters Score -2.191253e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -21913882.000000 Penalty: 5979.161621
	Iteration 3Q: 3 clusters Score -2.191388e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -21916022.000000 Penalty: 5979.161621
	Iteration 4Q: 3 clusters Score -2.191602e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -21919480.000000 Penalty: 5979.161621
	Iteration 5Q: 3 clusters Score -2.191948e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -21925072.000000 Penalty: 5979.161621
	Iteration 6F: 3 clusters Score -2.192507e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -21933216.000000 Penalty: 5979.161621
	Iteration 7F: 3 clusters Score -2.193322e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -21942730.000000 Penalty: 5979.161621
	Iteration 8F: 3 clusters Score -2.194273e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127490 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -21951452.000000 Penalty: 5979.161621
	Iteration 9F: 3 clusters Score -2.195145e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -21957582.000000 Penalty: 5979.161621
	Iteration 10F: 3 clusters Score -2.195758e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135491 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -21960834.000000 Penalty: 5979.161621
	Iteration 11Q: 3 clusters Score -2.196083e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -21962618.000000 Penalty: 5979.161621
	Iteration 12Q: 3 clusters Score -2.196262e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140416 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -21963854.000000 Penalty: 5979.161621
	Iteration 13Q: 3 clusters Score -2.196385e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142607 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -21964708.000000 Penalty: 5979.161621
	Iteration 14Q: 3 clusters Score -2.196471e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -21965552.000000 Penalty: 5979.161621
	Iteration 15Q: 3 clusters Score -2.196555e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146692 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -21966218.000000 Penalty: 5979.161621
	Iteration 16Q: 3 clusters Score -2.196622e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -21967058.000000 Penalty: 5979.161621
	Iteration 17Q: 3 clusters Score -2.196706e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -21967926.000000 Penalty: 5979.161621
	Iteration 18Q: 3 clusters Score -2.196793e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152447 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -21968536.000000 Penalty: 5979.161621
	Iteration 19Q: 3 clusters Score -2.196854e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154246 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -21969166.000000 Penalty: 5979.161621
	Iteration 20F: 3 clusters Score -2.196917e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156065 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -21969760.000000 Penalty: 5979.161621
	Iteration 21Q: 3 clusters Score -2.196976e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -21970382.000000 Penalty: 5979.161621
	Iteration 22Q: 3 clusters Score -2.197038e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159455 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -21971114.000000 Penalty: 5979.161621
	Iteration 23Q: 3 clusters Score -2.197111e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -21971578.000000 Penalty: 5979.161621
	Iteration 24Q: 3 clusters Score -2.197158e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -21971994.000000 Penalty: 5979.161621
	Iteration 25Q: 3 clusters Score -2.197199e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -21972374.000000 Penalty: 5979.161621
	Iteration 26Q: 3 clusters Score -2.197237e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164981 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -21972624.000000 Penalty: 5979.161621
	Iteration 27Q: 3 clusters Score -2.197262e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165995 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -21973050.000000 Penalty: 5979.161621
	Iteration 28Q: 3 clusters Score -2.197305e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166845 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -21973292.000000 Penalty: 5979.161621
	Iteration 29Q: 3 clusters Score -2.197329e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -21973428.000000 Penalty: 5979.161621
	Iteration 30Q: 3 clusters Score -2.197343e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168143 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21973562.000000 Penalty: 5979.161621
	Iteration 31Q: 3 clusters Score -2.197356e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21973668.000000 Penalty: 5979.161621
	Iteration 32Q: 3 clusters Score -2.197367e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -21973796.000000 Penalty: 5979.161621
	Iteration 33Q: 3 clusters Score -2.19738e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21973820.000000 Penalty: 5979.161621
	Iteration 34Q: 3 clusters Score -2.197382e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -21973886.000000 Penalty: 5979.161621
	Iteration 35Q: 3 clusters Score -2.197389e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21973956.000000 Penalty: 5979.161621
	Iteration 36Q: 3 clusters Score -2.197396e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21973988.000000 Penalty: 5979.161621
	Iteration 37Q: 3 clusters Score -2.197399e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169831 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21973948.000000 Penalty: 5979.161621
	Iteration 38Q: 3 clusters Score -2.197395e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169929 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21973936.000000 Penalty: 5979.161621
	Iteration 39Q: 3 clusters Score -2.197394e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170021 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21973958.000000 Penalty: 5979.161621
	Iteration 40F: 3 clusters Score -2.197396e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21973986.000000 Penalty: 5979.161621
	Iteration 41Q: 3 clusters Score -2.197399e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170177 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21974022.000000 Penalty: 5979.161621
	Iteration 42Q: 3 clusters Score -2.197402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21974010.000000 Penalty: 5979.161621
	Iteration 43Q: 3 clusters Score -2.197401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -21974026.000000 Penalty: 5979.161621
	Iteration 44Q: 3 clusters Score -2.197403e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -21974064.000000 Penalty: 5979.161621
	Iteration 45Q: 3 clusters Score -2.197406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170370 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -21974086.000000 Penalty: 5979.161621
	Iteration 46Q: 3 clusters Score -2.197409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -21974078.000000 Penalty: 5979.161621
	Iteration 47Q: 3 clusters Score -2.197408e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21974088.000000 Penalty: 5979.161621
	Iteration 48Q: 3 clusters Score -2.197409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21974078.000000 Penalty: 5979.161621
	Iteration 49Q: 3 clusters Score -2.197408e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170500 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21974094.000000 Penalty: 5979.161621
	Iteration 50Q: 3 clusters Score -2.197409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170517 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21974102.000000 Penalty: 5979.161621
	Iteration 51Q: 3 clusters Score -2.19741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21974098.000000 Penalty: 5979.161621
	Iteration 52Q: 3 clusters Score -2.19741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21974100.000000 Penalty: 5979.161621
	Iteration 53Q: 3 clusters Score -2.19741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170545 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21974110.000000 Penalty: 5979.161621
	Iteration 54Q: 3 clusters Score -2.197411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21974118.000000 Penalty: 5979.161621
	Iteration 55Q: 3 clusters Score -2.197412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21974114.000000 Penalty: 5979.161621
	Iteration 56Q: 3 clusters Score -2.197411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170561 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21974118.000000 Penalty: 5979.161621
	Iteration 57Q: 3 clusters Score -2.197412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21974112.000000 Penalty: 5979.161621
	Iteration 58Q: 3 clusters Score -2.197411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170565 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -21974134.000000 Penalty: 5979.161621
	Iteration 59Q: 3 clusters Score -2.197413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21974124.000000 Penalty: 5979.161621
	Iteration 60F: 3 clusters Score -2.197412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170569 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21974134.000000 Penalty: 5979.161621
	Iteration 61Q: 3 clusters Score -2.197413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170574 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -21974146.000000 Penalty: 5979.161621
	Iteration 62Q: 3 clusters Score -2.197415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170581 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21974134.000000 Penalty: 5979.161621
	Iteration 63Q: 3 clusters Score -2.197413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21974142.000000 Penalty: 5979.161621
	Iteration 64Q: 3 clusters Score -2.197414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170594 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21974142.000000 Penalty: 5979.161621
	Iteration 65Q: 3 clusters Score -2.197414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170599 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21974148.000000 Penalty: 5979.161621
	Iteration 66Q: 3 clusters Score -2.197415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21974142.000000 Penalty: 5979.161621
	Iteration 67Q: 3 clusters Score -2.197414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21974130.000000 Penalty: 5979.161621
	Iteration 68Q: 3 clusters Score -2.197413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170611 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21974144.000000 Penalty: 5979.161621
	Iteration 69Q: 3 clusters Score -2.197414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -21974148.000000 Penalty: 5979.161621
	Iteration 70Q: 3 clusters Score -2.197415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21974146.000000 Penalty: 5979.161621
	Iteration 71Q: 3 clusters Score -2.197415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21974144.000000 Penalty: 5979.161621
	Iteration 72Q: 3 clusters Score -2.197414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170616 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21974144.000000 Penalty: 5979.161621
	Iteration 73F: 3 clusters Score -2.197414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Entering Unmasked Estep 
Score: -5912034.000000 Penalty: 2660.351562
	Iteration 0F: 2 clusters Score -5912034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5881228.000000 Penalty: 5320.703125
	Iteration 0F: 3 clusters Score -5881228 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5892818.500000 Penalty: 5320.703125
	Iteration 1F: 3 clusters Score -5892818 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5893330.000000 Penalty: 5320.703125
	Iteration 2Q: 3 clusters Score -5893330 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5893956.000000 Penalty: 5320.703125
	Iteration 3Q: 3 clusters Score -5893956 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5894714.500000 Penalty: 5320.703125
	Iteration 4Q: 3 clusters Score -5894714 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5895880.500000 Penalty: 5320.703125
	Iteration 5Q: 3 clusters Score -5895880 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5897577.500000 Penalty: 5320.703125
	Iteration 6F: 3 clusters Score -5897578 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -5900028.000000 Penalty: 5320.703125
	Iteration 7F: 3 clusters Score -5900028 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -5903019.000000 Penalty: 5320.703125
	Iteration 8F: 3 clusters Score -5903019 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5905667.000000 Penalty: 5320.703125
	Iteration 9F: 3 clusters Score -5905667 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5907652.500000 Penalty: 5320.703125
	Iteration 10Q: 3 clusters Score -5907652 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5908666.500000 Penalty: 5320.703125
	Iteration 11Q: 3 clusters Score -5908666 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5909119.000000 Penalty: 5320.703125
	Iteration 12Q: 3 clusters Score -5909119 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5909336.000000 Penalty: 5320.703125
	Iteration 13Q: 3 clusters Score -5909336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5909467.500000 Penalty: 5320.703125
	Iteration 14Q: 3 clusters Score -5909468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5909534.000000 Penalty: 5320.703125
	Iteration 15Q: 3 clusters Score -5909534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5909569.500000 Penalty: 5320.703125
	Iteration 16Q: 3 clusters Score -5909570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5909604.000000 Penalty: 5320.703125
	Iteration 17Q: 3 clusters Score -5909604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5909631.500000 Penalty: 5320.703125
	Iteration 18Q: 3 clusters Score -5909632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5909655.500000 Penalty: 5320.703125
	Iteration 19Q: 3 clusters Score -5909656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5909683.000000 Penalty: 5320.703125
	Iteration 20F: 3 clusters Score -5909683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5909689.500000 Penalty: 5320.703125
	Iteration 21Q: 3 clusters Score -5909690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5909699.500000 Penalty: 5320.703125
	Iteration 22Q: 3 clusters Score -5909700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5909716.500000 Penalty: 5320.703125
	Iteration 23Q: 3 clusters Score -5909716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5909721.500000 Penalty: 5320.703125
	Iteration 24Q: 3 clusters Score -5909722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5909726.500000 Penalty: 5320.703125
	Iteration 25Q: 3 clusters Score -5909726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5909729.000000 Penalty: 5320.703125
	Iteration 26Q: 3 clusters Score -5909729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5909730.000000 Penalty: 5320.703125
	Iteration 27Q: 3 clusters Score -5909730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5909732.000000 Penalty: 5320.703125
	Iteration 28Q: 3 clusters Score -5909732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5909739.500000 Penalty: 5320.703125
	Iteration 29Q: 3 clusters Score -5909740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5909739.500000 Penalty: 5320.703125
	Iteration 30F: 3 clusters Score -5909740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Entering Unmasked Estep 
Score: -8527660.000000 Penalty: 2760.565674
	Iteration 0F: 2 clusters Score -8527660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -8481912.000000 Penalty: 5521.131348
	Iteration 0F: 3 clusters Score -8481912 nChanged 31856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8499472.000000 Penalty: 5521.131348
	Iteration 1F: 3 clusters Score -8499472 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8499954.000000 Penalty: 5521.131348
	Iteration 2Q: 3 clusters Score -8499954 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -8500294.000000 Penalty: 5521.131348
	Iteration 3Q: 3 clusters Score -8500294 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -8500719.000000 Penalty: 5521.131348
	Iteration 4Q: 3 clusters Score -8500719 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -8501164.000000 Penalty: 5521.131348
	Iteration 5Q: 3 clusters Score -8501164 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -8501787.000000 Penalty: 5521.131348
	Iteration 6Q: 3 clusters Score -8501787 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -8502817.000000 Penalty: 5521.131348
	Iteration 7Q: 3 clusters Score -8502817 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8504572.000000 Penalty: 5521.131348
	Iteration 8F: 3 clusters Score -8504572 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -8507751.000000 Penalty: 5521.131348
	Iteration 9F: 3 clusters Score -8507751 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -8512464.000000 Penalty: 5521.131348
	Iteration 10F: 3 clusters Score -8512464 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8517952.000000 Penalty: 5521.131348
	Iteration 11F: 3 clusters Score -8517952 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8522260.000000 Penalty: 5521.131348
	Iteration 12F: 3 clusters Score -8522260 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8524174.000000 Penalty: 5521.131348
	Iteration 13Q: 3 clusters Score -8524174 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8524821.000000 Penalty: 5521.131348
	Iteration 14Q: 3 clusters Score -8524821 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8525030.000000 Penalty: 5521.131348
	Iteration 15Q: 3 clusters Score -8525030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8525113.000000 Penalty: 5521.131348
	Iteration 16Q: 3 clusters Score -8525113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8525151.000000 Penalty: 5521.131348
	Iteration 17Q: 3 clusters Score -8525151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8525165.000000 Penalty: 5521.131348
	Iteration 18Q: 3 clusters Score -8525165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8525175.000000 Penalty: 5521.131348
	Iteration 19Q: 3 clusters Score -8525175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8525181.000000 Penalty: 5521.131348
	Iteration 20F: 3 clusters Score -8525181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -457195.625000 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -457195.6 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 1869 members 
Entering Unmasked Estep 
Score: -453515.843750 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -453515.8 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -454310.468750 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -454310.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -454523.812500 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -454523.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -454654.031250 Penalty: 4071.276855
	Iteration 3F: 3 clusters Score -454654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -454763.968750 Penalty: 4071.276855
	Iteration 4Q: 3 clusters Score -454764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -454859.218750 Penalty: 4071.276855
	Iteration 5Q: 3 clusters Score -454859.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -454947.500000 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -454947.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -455034.843750 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -455034.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -455126.281250 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -455126.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -455198.406250 Penalty: 4071.276855
	Iteration 9Q: 3 clusters Score -455198.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -455253.718750 Penalty: 4071.276855
	Iteration 10Q: 3 clusters Score -455253.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -455294.187500 Penalty: 4071.276855
	Iteration 11Q: 3 clusters Score -455294.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -455333.000000 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -455333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -455375.062500 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -455375.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -455408.031250 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -455408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -455438.406250 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -455438.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -455472.125000 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -455472.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -455498.843750 Penalty: 4071.276855
	Iteration 17Q: 3 clusters Score -455498.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -455517.343750 Penalty: 4071.276855
	Iteration 18Q: 3 clusters Score -455517.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -455530.187500 Penalty: 4071.276855
	Iteration 19Q: 3 clusters Score -455530.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -455543.562500 Penalty: 4071.276855
	Iteration 20F: 3 clusters Score -455543.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -455556.125000 Penalty: 4071.276855
	Iteration 21Q: 3 clusters Score -455556.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -455564.062500 Penalty: 4071.276855
	Iteration 22Q: 3 clusters Score -455564.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -455572.500000 Penalty: 4071.276855
	Iteration 23Q: 3 clusters Score -455572.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -455581.718750 Penalty: 4071.276855
	Iteration 24Q: 3 clusters Score -455581.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -455589.531250 Penalty: 4071.276855
	Iteration 25Q: 3 clusters Score -455589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -455597.718750 Penalty: 4071.276855
	Iteration 26Q: 3 clusters Score -455597.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -455611.812500 Penalty: 4071.276855
	Iteration 27Q: 3 clusters Score -455611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -455620.593750 Penalty: 4071.276855
	Iteration 28Q: 3 clusters Score -455620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -455625.406250 Penalty: 4071.276855
	Iteration 29Q: 3 clusters Score -455625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -455627.343750 Penalty: 4071.276855
	Iteration 30Q: 3 clusters Score -455627.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -455629.093750 Penalty: 4071.276855
	Iteration 31Q: 3 clusters Score -455629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -455630.125000 Penalty: 4071.276855
	Iteration 32Q: 3 clusters Score -455630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -455633.843750 Penalty: 4071.276855
	Iteration 33Q: 3 clusters Score -455633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -455636.562500 Penalty: 4071.276855
	Iteration 34Q: 3 clusters Score -455636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -455639.000000 Penalty: 4071.276855
	Iteration 35Q: 3 clusters Score -455639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -455642.531250 Penalty: 4071.276855
	Iteration 36Q: 3 clusters Score -455642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -455645.406250 Penalty: 4071.276855
	Iteration 37Q: 3 clusters Score -455645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -455649.281250 Penalty: 4071.276855
	Iteration 38Q: 3 clusters Score -455649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -455652.031250 Penalty: 4071.276855
	Iteration 39Q: 3 clusters Score -455652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -455654.125000 Penalty: 4071.276855
	Iteration 40F: 3 clusters Score -455654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -455655.343750 Penalty: 4071.276855
	Iteration 41Q: 3 clusters Score -455655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -455656.343750 Penalty: 4071.276855
	Iteration 42Q: 3 clusters Score -455656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -455656.343750 Penalty: 4071.276855
	Iteration 43F: 3 clusters Score -455656.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -674752.687500 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -674752.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -669934.062500 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -669934.1 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -671195.687500 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -671195.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -671466.062500 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -671466.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -671683.250000 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -671683.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -671886.500000 Penalty: 4271.801758
	Iteration 4Q: 3 clusters Score -671886.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -672079.000000 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -672079 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -672287.937500 Penalty: 4271.801758
	Iteration 6F: 3 clusters Score -672287.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -672497.187500 Penalty: 4271.801758
	Iteration 7F: 3 clusters Score -672497.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -672672.187500 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -672672.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -672815.750000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -672815.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -672943.750000 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -672943.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -673034.562500 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -673034.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -673105.437500 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -673105.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -673166.187500 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -673166.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -673220.937500 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -673220.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -673253.500000 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -673253.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -673291.750000 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -673291.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -673315.500000 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -673315.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -673344.750000 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -673344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -673359.000000 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -673359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -673368.312500 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -673368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -673384.375000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -673384.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -673395.312500 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -673395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -673403.375000 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -673403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -673406.062500 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -673406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -673412.875000 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -673412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -673422.625000 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -673422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -673428.875000 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -673428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -673433.250000 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -673433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -673434.187500 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -673434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -673434.500000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -673434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -673435.562500 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -673435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -673435.562500 Penalty: 4271.801758
	Iteration 32F: 3 clusters Score -673435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Entering Unmasked Estep 
Score: -1760813.125000 Penalty: 2358.975830
	Iteration 0F: 2 clusters Score -1760813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1750889.375000 Penalty: 4717.951660
	Iteration 0F: 3 clusters Score -1750889 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1753953.250000 Penalty: 4717.951660
	Iteration 1F: 3 clusters Score -1753953 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1754449.250000 Penalty: 4717.951660
	Iteration 2F: 3 clusters Score -1754449 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1754922.000000 Penalty: 4717.951660
	Iteration 3F: 3 clusters Score -1754922 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1755432.875000 Penalty: 4717.951660
	Iteration 4F: 3 clusters Score -1755433 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1755991.125000 Penalty: 4717.951660
	Iteration 5F: 3 clusters Score -1755991 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1756530.500000 Penalty: 4717.951660
	Iteration 6F: 3 clusters Score -1756530 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1757039.250000 Penalty: 4717.951660
	Iteration 7F: 3 clusters Score -1757039 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1757462.250000 Penalty: 4717.951660
	Iteration 8Q: 3 clusters Score -1757462 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1757729.125000 Penalty: 4717.951660
	Iteration 9Q: 3 clusters Score -1757729 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1757862.125000 Penalty: 4717.951660
	Iteration 10Q: 3 clusters Score -1757862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1757941.000000 Penalty: 4717.951660
	Iteration 11Q: 3 clusters Score -1757941 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1757971.500000 Penalty: 4717.951660
	Iteration 12Q: 3 clusters Score -1757972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1757990.375000 Penalty: 4717.951660
	Iteration 13Q: 3 clusters Score -1757990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1758002.625000 Penalty: 4717.951660
	Iteration 14Q: 3 clusters Score -1758003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1758010.625000 Penalty: 4717.951660
	Iteration 15Q: 3 clusters Score -1758011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1758020.625000 Penalty: 4717.951660
	Iteration 16Q: 3 clusters Score -1758021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1758025.125000 Penalty: 4717.951660
	Iteration 17Q: 3 clusters Score -1758025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1758027.625000 Penalty: 4717.951660
	Iteration 18Q: 3 clusters Score -1758028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1758037.750000 Penalty: 4717.951660
	Iteration 19Q: 3 clusters Score -1758038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1758040.000000 Penalty: 4717.951660
	Iteration 20F: 3 clusters Score -1758040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1758045.750000 Penalty: 4717.951660
	Iteration 21Q: 3 clusters Score -1758046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1758047.375000 Penalty: 4717.951660
	Iteration 22Q: 3 clusters Score -1758047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1758047.125000 Penalty: 4717.951660
	Iteration 23Q: 3 clusters Score -1758047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1758047.750000 Penalty: 4717.951660
	Iteration 24Q: 3 clusters Score -1758048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1758048.625000 Penalty: 4717.951660
	Iteration 25Q: 3 clusters Score -1758049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1758049.125000 Penalty: 4717.951660
	Iteration 26Q: 3 clusters Score -1758049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1758048.125000 Penalty: 4717.951660
	Iteration 27Q: 3 clusters Score -1758048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1758048.500000 Penalty: 4717.951660
	Iteration 28Q: 3 clusters Score -1758048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1758052.750000 Penalty: 4717.951660
	Iteration 29Q: 3 clusters Score -1758053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1758053.750000 Penalty: 4717.951660
	Iteration 30Q: 3 clusters Score -1758054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1758054.875000 Penalty: 4717.951660
	Iteration 31Q: 3 clusters Score -1758055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1758056.500000 Penalty: 4717.951660
	Iteration 32Q: 3 clusters Score -1758056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1758053.875000 Penalty: 4717.951660
	Iteration 33Q: 3 clusters Score -1758054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1758052.750000 Penalty: 4717.951660
	Iteration 34Q: 3 clusters Score -1758053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1758052.125000 Penalty: 4717.951660
	Iteration 35Q: 3 clusters Score -1758052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1758051.125000 Penalty: 4717.951660
	Iteration 36Q: 3 clusters Score -1758051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1758050.375000 Penalty: 4717.951660
	Iteration 37Q: 3 clusters Score -1758050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1758050.375000 Penalty: 4717.951660
	Iteration 38F: 3 clusters Score -1758050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95195.578125 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95195.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93369.023438 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93369.02 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93636.062500 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93636.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93724.867188 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -93724.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93758.507812 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -93758.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93783.539062 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -93783.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93815.468750 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -93815.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93856.000000 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -93856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93889.718750 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -93889.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93912.726562 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -93912.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93928.718750 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -93928.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93942.695312 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -93942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93947.671875 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -93947.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -93949.773438 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -93949.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93951.117188 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -93951.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93953.835938 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -93953.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93959.140625 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -93959.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93964.421875 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -93964.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93967.289062 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -93967.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93971.421875 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -93971.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93972.320312 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -93972.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93972.320312 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -93972.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (217646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217646 members 
Entering Unmasked Estep 
Score: -27819908.000000 Penalty: 3048.075195
	Iteration 0F: 2 clusters Score -2.781991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 108591 members 
Entering Unmasked Estep 
Score: -27683104.000000 Penalty: 6096.150391
	Iteration 0F: 3 clusters Score -2.76831e+07 nChanged 104656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114491 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -27744034.000000 Penalty: 6096.150391
	Iteration 1F: 3 clusters Score -2.774403e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118051 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -27745388.000000 Penalty: 6096.150391
	Iteration 2Q: 3 clusters Score -2.774539e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -27747532.000000 Penalty: 6096.150391
	Iteration 3Q: 3 clusters Score -2.774753e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -27751022.000000 Penalty: 6096.150391
	Iteration 4Q: 3 clusters Score -2.775102e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -27758026.000000 Penalty: 6096.150391
	Iteration 5F: 3 clusters Score -2.775803e+07 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159486 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -27770080.000000 Penalty: 6096.150391
	Iteration 6F: 3 clusters Score -2.777008e+07 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -27786490.000000 Penalty: 6096.150391
	Iteration 7F: 3 clusters Score -2.778649e+07 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196863 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -27801508.000000 Penalty: 6096.150391
	Iteration 8F: 3 clusters Score -2.780151e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209278 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -27811222.000000 Penalty: 6096.150391
	Iteration 9F: 3 clusters Score -2.781122e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215019 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -27815426.000000 Penalty: 6096.150391
	Iteration 10Q: 3 clusters Score -2.781543e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216873 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -27816592.000000 Penalty: 6096.150391
	Iteration 11Q: 3 clusters Score -2.781659e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217315 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27816958.000000 Penalty: 6096.150391
	Iteration 12Q: 3 clusters Score -2.781696e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217419 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27817084.000000 Penalty: 6096.150391
	Iteration 13Q: 3 clusters Score -2.781708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217449 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27817142.000000 Penalty: 6096.150391
	Iteration 14Q: 3 clusters Score -2.781714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217469 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27817190.000000 Penalty: 6096.150391
	Iteration 15Q: 3 clusters Score -2.781719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217473 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27817210.000000 Penalty: 6096.150391
	Iteration 16Q: 3 clusters Score -2.781721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27817228.000000 Penalty: 6096.150391
	Iteration 17Q: 3 clusters Score -2.781723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27817206.000000 Penalty: 6096.150391
	Iteration 18Q: 3 clusters Score -2.781721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27817206.000000 Penalty: 6096.150391
	Iteration 19Q: 3 clusters Score -2.781721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217480 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27817226.000000 Penalty: 6096.150391
	Iteration 20F: 3 clusters Score -2.781723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217482 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27817208.000000 Penalty: 6096.150391
	Iteration 21Q: 3 clusters Score -2.781721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217482 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27817208.000000 Penalty: 6096.150391
	Iteration 22F: 3 clusters Score -2.781721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 24285 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176358 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23610 members 
Mstep: Class 8 contains 12528 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 171916 members 
Mstep: Class 11 contains 45580 members 
Mstep: Class 12 contains 68276 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5500 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288752.000000 Penalty: 57209.031250
Iteration 79Q: 18 clusters Score -9.828875e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4293 members 
Mstep: Class 3 contains 24265 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176460 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 23606 members 
Mstep: Class 8 contains 12512 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 172013 members 
Mstep: Class 11 contains 45620 members 
Mstep: Class 12 contains 68342 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 13504 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288808.000000 Penalty: 57209.031250
Iteration 80F: 18 clusters Score -9.828881e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4249 members 
Mstep: Class 3 contains 24250 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176520 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 12508 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 172083 members 
Mstep: Class 11 contains 45678 members 
Mstep: Class 12 contains 68414 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5511 members 
Mstep: Class 15 contains 13490 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288944.000000 Penalty: 57209.031250
Iteration 81Q: 18 clusters Score -9.828894e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 24236 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176548 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 23606 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 11370 members 
Mstep: Class 10 contains 172153 members 
Mstep: Class 11 contains 45726 members 
Mstep: Class 12 contains 68469 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5516 members 
Mstep: Class 15 contains 13485 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 217125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289072.000000 Penalty: 57209.031250
Iteration 82Q: 18 clusters Score -9.828907e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 24223 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176560 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 12529 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 172227 members 
Mstep: Class 11 contains 45770 members 
Mstep: Class 12 contains 68526 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 13481 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289104.000000 Penalty: 57209.031250
Iteration 83Q: 18 clusters Score -9.82891e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4135 members 
Mstep: Class 3 contains 24210 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176604 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 172281 members 
Mstep: Class 11 contains 45801 members 
Mstep: Class 12 contains 68568 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5533 members 
Mstep: Class 15 contains 13469 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289128.000000 Penalty: 57209.031250
Iteration 84Q: 18 clusters Score -9.828913e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 24209 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176656 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23598 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 11369 members 
Mstep: Class 10 contains 172320 members 
Mstep: Class 11 contains 45834 members 
Mstep: Class 12 contains 68639 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5539 members 
Mstep: Class 15 contains 13459 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289304.000000 Penalty: 57209.031250
Iteration 85Q: 18 clusters Score -9.82893e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4040 members 
Mstep: Class 3 contains 24199 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176716 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23596 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 172364 members 
Mstep: Class 11 contains 45845 members 
Mstep: Class 12 contains 68702 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5547 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289296.000000 Penalty: 57209.031250
Iteration 86Q: 18 clusters Score -9.82893e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 24198 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176791 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 12561 members 
Mstep: Class 9 contains 11363 members 
Mstep: Class 10 contains 172384 members 
Mstep: Class 11 contains 45868 members 
Mstep: Class 12 contains 68776 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5551 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289360.000000 Penalty: 57209.031250
Iteration 87Q: 18 clusters Score -9.828936e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3959 members 
Mstep: Class 3 contains 24188 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176869 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 8 contains 12572 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 172377 members 
Mstep: Class 11 contains 45876 members 
Mstep: Class 12 contains 68838 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 13454 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289392.000000 Penalty: 57209.031250
Iteration 88Q: 18 clusters Score -9.828939e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 24180 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176931 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 12577 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 10 contains 172367 members 
Mstep: Class 11 contains 45891 members 
Mstep: Class 12 contains 68899 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5560 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289520.000000 Penalty: 57209.031250
Iteration 89Q: 18 clusters Score -9.828952e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3890 members 
Mstep: Class 3 contains 24177 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 176982 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 12581 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 172389 members 
Mstep: Class 11 contains 45909 members 
Mstep: Class 12 contains 68953 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289640.000000 Penalty: 57209.031250
Iteration 90Q: 18 clusters Score -9.828964e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 24173 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177040 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 12571 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 172371 members 
Mstep: Class 11 contains 45915 members 
Mstep: Class 12 contains 69002 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 13455 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 216014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289680.000000 Penalty: 57209.031250
Iteration 91Q: 18 clusters Score -9.828968e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 24160 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177068 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23619 members 
Mstep: Class 8 contains 12566 members 
Mstep: Class 9 contains 11362 members 
Mstep: Class 10 contains 172382 members 
Mstep: Class 11 contains 45931 members 
Mstep: Class 12 contains 69042 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 13456 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289848.000000 Penalty: 57209.031250
Iteration 92Q: 18 clusters Score -9.828985e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3820 members 
Mstep: Class 3 contains 24146 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177077 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 12565 members 
Mstep: Class 9 contains 11356 members 
Mstep: Class 10 contains 172388 members 
Mstep: Class 11 contains 45953 members 
Mstep: Class 12 contains 69085 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289928.000000 Penalty: 57209.031250
Iteration 93Q: 18 clusters Score -9.828993e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3782 members 
Mstep: Class 3 contains 24136 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177122 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 8 contains 12557 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 172385 members 
Mstep: Class 11 contains 45963 members 
Mstep: Class 12 contains 69117 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 13450 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290216.000000 Penalty: 57209.031250
Iteration 94Q: 18 clusters Score -9.829022e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3754 members 
Mstep: Class 3 contains 24134 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177164 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23601 members 
Mstep: Class 8 contains 12555 members 
Mstep: Class 9 contains 11353 members 
Mstep: Class 10 contains 172393 members 
Mstep: Class 11 contains 45972 members 
Mstep: Class 12 contains 69148 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 13448 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290216.000000 Penalty: 57209.031250
Iteration 95Q: 18 clusters Score -9.829022e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3731 members 
Mstep: Class 3 contains 24130 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177181 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23599 members 
Mstep: Class 8 contains 12553 members 
Mstep: Class 9 contains 11355 members 
Mstep: Class 10 contains 172394 members 
Mstep: Class 11 contains 45987 members 
Mstep: Class 12 contains 69183 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5567 members 
Mstep: Class 15 contains 13442 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290288.000000 Penalty: 57209.031250
Iteration 96Q: 18 clusters Score -9.829029e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 24123 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177209 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23600 members 
Mstep: Class 8 contains 12550 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 172401 members 
Mstep: Class 11 contains 46000 members 
Mstep: Class 12 contains 69211 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 13429 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290448.000000 Penalty: 57209.031250
Iteration 97Q: 18 clusters Score -9.829045e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 24120 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177222 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23607 members 
Mstep: Class 8 contains 12547 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 172397 members 
Mstep: Class 11 contains 46020 members 
Mstep: Class 12 contains 69242 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 13415 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290368.000000 Penalty: 57209.031250
Iteration 98Q: 18 clusters Score -9.829037e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 3 contains 24120 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177247 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23606 members 
Mstep: Class 8 contains 12549 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 172372 members 
Mstep: Class 11 contains 46051 members 
Mstep: Class 12 contains 69276 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290432.000000 Penalty: 57209.031250
Iteration 99Q: 18 clusters Score -9.829043e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 24118 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177273 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 12552 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 172337 members 
Mstep: Class 11 contains 46079 members 
Mstep: Class 12 contains 69304 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290480.000000 Penalty: 57209.031250
Iteration 100F: 18 clusters Score -9.829048e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 24111 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177306 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23612 members 
Mstep: Class 8 contains 12545 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 46102 members 
Mstep: Class 12 contains 69340 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 15 contains 13390 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290552.000000 Penalty: 57209.031250
Iteration 101Q: 18 clusters Score -9.829055e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 3 contains 24104 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177335 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23615 members 
Mstep: Class 8 contains 12541 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 172270 members 
Mstep: Class 11 contains 46117 members 
Mstep: Class 12 contains 69362 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 13382 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290536.000000 Penalty: 57209.031250
Iteration 102Q: 18 clusters Score -9.829054e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 24089 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177377 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 12534 members 
Mstep: Class 9 contains 11344 members 
Mstep: Class 10 contains 172263 members 
Mstep: Class 11 contains 46130 members 
Mstep: Class 12 contains 69396 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 13377 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290592.000000 Penalty: 57209.031250
Iteration 103Q: 18 clusters Score -9.829059e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3594 members 
Mstep: Class 3 contains 24071 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177423 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23621 members 
Mstep: Class 8 contains 12519 members 
Mstep: Class 9 contains 11342 members 
Mstep: Class 10 contains 172254 members 
Mstep: Class 11 contains 46143 members 
Mstep: Class 12 contains 69412 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 13374 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290712.000000 Penalty: 57209.031250
Iteration 104Q: 18 clusters Score -9.829071e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 24056 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177470 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23623 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 11341 members 
Mstep: Class 10 contains 172247 members 
Mstep: Class 11 contains 46146 members 
Mstep: Class 12 contains 69431 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290696.000000 Penalty: 57209.031250
Iteration 105Q: 18 clusters Score -9.82907e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 24046 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177516 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23620 members 
Mstep: Class 8 contains 12502 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 172222 members 
Mstep: Class 11 contains 46156 members 
Mstep: Class 12 contains 69467 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 15 contains 13366 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290784.000000 Penalty: 57209.031250
Iteration 106Q: 18 clusters Score -9.829078e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 24040 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177571 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23622 members 
Mstep: Class 8 contains 12484 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 172192 members 
Mstep: Class 11 contains 46158 members 
Mstep: Class 12 contains 69498 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290848.000000 Penalty: 57209.031250
Iteration 107Q: 18 clusters Score -9.829085e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3533 members 
Mstep: Class 3 contains 24035 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177647 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23625 members 
Mstep: Class 8 contains 12477 members 
Mstep: Class 9 contains 11334 members 
Mstep: Class 10 contains 172154 members 
Mstep: Class 11 contains 46155 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290800.000000 Penalty: 57209.031250
Iteration 108Q: 18 clusters Score -9.82908e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 24032 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177703 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23630 members 
Mstep: Class 8 contains 12470 members 
Mstep: Class 9 contains 11330 members 
Mstep: Class 10 contains 172106 members 
Mstep: Class 11 contains 46160 members 
Mstep: Class 12 contains 69551 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290952.000000 Penalty: 57209.031250
Iteration 109Q: 18 clusters Score -9.829095e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 24025 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177766 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23635 members 
Mstep: Class 8 contains 12453 members 
Mstep: Class 9 contains 11327 members 
Mstep: Class 10 contains 172083 members 
Mstep: Class 11 contains 46164 members 
Mstep: Class 12 contains 69568 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290880.000000 Penalty: 57209.031250
Iteration 110Q: 18 clusters Score -9.829088e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3493 members 
Mstep: Class 3 contains 24019 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177829 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23639 members 
Mstep: Class 8 contains 12439 members 
Mstep: Class 9 contains 11327 members 
Mstep: Class 10 contains 172037 members 
Mstep: Class 11 contains 46168 members 
Mstep: Class 12 contains 69588 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290936.000000 Penalty: 57209.031250
Iteration 111Q: 18 clusters Score -9.829094e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24014 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177906 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23643 members 
Mstep: Class 8 contains 12430 members 
Mstep: Class 9 contains 11326 members 
Mstep: Class 10 contains 171984 members 
Mstep: Class 11 contains 46168 members 
Mstep: Class 12 contains 69600 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 13340 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290984.000000 Penalty: 57209.031250
Iteration 112Q: 18 clusters Score -9.829098e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 24008 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 177989 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23642 members 
Mstep: Class 8 contains 12421 members 
Mstep: Class 9 contains 11328 members 
Mstep: Class 10 contains 171927 members 
Mstep: Class 11 contains 46171 members 
Mstep: Class 12 contains 69614 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 13340 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291008.000000 Penalty: 57209.031250
Iteration 113Q: 18 clusters Score -9.829101e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 24003 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178081 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 12416 members 
Mstep: Class 9 contains 11329 members 
Mstep: Class 10 contains 171850 members 
Mstep: Class 11 contains 46175 members 
Mstep: Class 12 contains 69632 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 15 contains 13327 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215394 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 18 clusters Score -9.829108e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 24001 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178159 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23640 members 
Mstep: Class 8 contains 12405 members 
Mstep: Class 9 contains 11334 members 
Mstep: Class 10 contains 171774 members 
Mstep: Class 11 contains 46183 members 
Mstep: Class 12 contains 69653 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5653 members 
Mstep: Class 15 contains 13319 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 18 clusters Score -9.829102e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 24000 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178233 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23635 members 
Mstep: Class 8 contains 12388 members 
Mstep: Class 9 contains 11334 members 
Mstep: Class 10 contains 171706 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 69676 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5657 members 
Mstep: Class 15 contains 13315 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 18 clusters Score -9.829097e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3437 members 
Mstep: Class 3 contains 23998 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178300 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23640 members 
Mstep: Class 8 contains 12379 members 
Mstep: Class 9 contains 11332 members 
Mstep: Class 10 contains 171659 members 
Mstep: Class 11 contains 46190 members 
Mstep: Class 12 contains 69699 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5662 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291040.000000 Penalty: 57209.031250
Iteration 117Q: 18 clusters Score -9.829104e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 23993 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178353 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23637 members 
Mstep: Class 8 contains 12372 members 
Mstep: Class 9 contains 11333 members 
Mstep: Class 10 contains 171613 members 
Mstep: Class 11 contains 46191 members 
Mstep: Class 12 contains 69723 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5665 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291032.000000 Penalty: 57209.031250
Iteration 118Q: 18 clusters Score -9.829103e+07 nChanged 333
Entering ConstructFrom: 
Score: -98291032.000000 Penalty: 57209.031250
Entering ConstructFrom: 
Trying to split cluster 1 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -81940.625000 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -81940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80278.664062 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80278.66 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81109.242188 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -81109.24 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81759.507812 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81759.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82275.351562 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -82275.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82631.960938 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -82631.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82743.085938 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -82743.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82771.945312 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -82771.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -82784.257812 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -82784.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82785.398438 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -82785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82787.460938 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -82787.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82787.460938 Penalty: 3306.810547
	Iteration 10F: 3 clusters Score -82787.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178406 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 12365 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 171581 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 69740 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215342 members 
Mstep: Class 18 contains 570 members 
Entering Unmasked Estep 
Score: -98290248.000000 Penalty: 60574.269531
Splitting cluster 1 changes total score from -98291032.000000 to -98290248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -453165.468750 Penalty: 2018.436523
	Iteration 0F: 2 clusters Score -453165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -449579.625000 Penalty: 4036.873047
	Iteration 0F: 3 clusters Score -449579.6 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -450333.062500 Penalty: 4036.873047
	Iteration 1F: 3 clusters Score -450333.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -450496.406250 Penalty: 4036.873047
	Iteration 2F: 3 clusters Score -450496.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -450587.531250 Penalty: 4036.873047
	Iteration 3Q: 3 clusters Score -450587.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -450643.343750 Penalty: 4036.873047
	Iteration 4Q: 3 clusters Score -450643.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -450683.312500 Penalty: 4036.873047
	Iteration 5Q: 3 clusters Score -450683.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450719.125000 Penalty: 4036.873047
	Iteration 6Q: 3 clusters Score -450719.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -450746.250000 Penalty: 4036.873047
	Iteration 7Q: 3 clusters Score -450746.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -450772.937500 Penalty: 4036.873047
	Iteration 8Q: 3 clusters Score -450772.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -450792.937500 Penalty: 4036.873047
	Iteration 9Q: 3 clusters Score -450792.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -450803.000000 Penalty: 4036.873047
	Iteration 10Q: 3 clusters Score -450803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -450812.781250 Penalty: 4036.873047
	Iteration 11Q: 3 clusters Score -450812.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -450822.187500 Penalty: 4036.873047
	Iteration 12Q: 3 clusters Score -450822.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -450830.437500 Penalty: 4036.873047
	Iteration 13Q: 3 clusters Score -450830.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -450837.781250 Penalty: 4036.873047
	Iteration 14Q: 3 clusters Score -450837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -450844.625000 Penalty: 4036.873047
	Iteration 15Q: 3 clusters Score -450844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -450849.343750 Penalty: 4036.873047
	Iteration 16Q: 3 clusters Score -450849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -450853.312500 Penalty: 4036.873047
	Iteration 17Q: 3 clusters Score -450853.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -450856.750000 Penalty: 4036.873047
	Iteration 18Q: 3 clusters Score -450856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -450859.593750 Penalty: 4036.873047
	Iteration 19Q: 3 clusters Score -450859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -450861.718750 Penalty: 4036.873047
	Iteration 20F: 3 clusters Score -450861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -450863.906250 Penalty: 4036.873047
	Iteration 21Q: 3 clusters Score -450863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -450867.093750 Penalty: 4036.873047
	Iteration 22Q: 3 clusters Score -450867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -450871.562500 Penalty: 4036.873047
	Iteration 23Q: 3 clusters Score -450871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -450873.843750 Penalty: 4036.873047
	Iteration 24Q: 3 clusters Score -450873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -450874.687500 Penalty: 4036.873047
	Iteration 25Q: 3 clusters Score -450874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -450876.000000 Penalty: 4036.873047
	Iteration 26Q: 3 clusters Score -450876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -450876.000000 Penalty: 4036.873047
	Iteration 27F: 3 clusters Score -450876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Entering Unmasked Estep 
Score: -3107240.000000 Penalty: 2501.156738
	Iteration 0F: 2 clusters Score -3107240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3090470.000000 Penalty: 5002.313477
	Iteration 0F: 3 clusters Score -3090470 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3096288.000000 Penalty: 5002.313477
	Iteration 1F: 3 clusters Score -3096288 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3096673.250000 Penalty: 5002.313477
	Iteration 2Q: 3 clusters Score -3096673 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3097050.000000 Penalty: 5002.313477
	Iteration 3Q: 3 clusters Score -3097050 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3097458.750000 Penalty: 5002.313477
	Iteration 4Q: 3 clusters Score -3097459 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3097996.250000 Penalty: 5002.313477
	Iteration 5Q: 3 clusters Score -3097996 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3098764.500000 Penalty: 5002.313477
	Iteration 6F: 3 clusters Score -3098764 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3099843.000000 Penalty: 5002.313477
	Iteration 7F: 3 clusters Score -3099843 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3101176.750000 Penalty: 5002.313477
	Iteration 8F: 3 clusters Score -3101177 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3102631.250000 Penalty: 5002.313477
	Iteration 9F: 3 clusters Score -3102631 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3103782.500000 Penalty: 5002.313477
	Iteration 10F: 3 clusters Score -3103782 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3104419.500000 Penalty: 5002.313477
	Iteration 11Q: 3 clusters Score -3104420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3104718.000000 Penalty: 5002.313477
	Iteration 12Q: 3 clusters Score -3104718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3104881.250000 Penalty: 5002.313477
	Iteration 13Q: 3 clusters Score -3104881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3104944.250000 Penalty: 5002.313477
	Iteration 14Q: 3 clusters Score -3104944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3104985.750000 Penalty: 5002.313477
	Iteration 15Q: 3 clusters Score -3104986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3105009.250000 Penalty: 5002.313477
	Iteration 16Q: 3 clusters Score -3105009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3105023.750000 Penalty: 5002.313477
	Iteration 17Q: 3 clusters Score -3105024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3105034.750000 Penalty: 5002.313477
	Iteration 18Q: 3 clusters Score -3105035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3105043.250000 Penalty: 5002.313477
	Iteration 19Q: 3 clusters Score -3105043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3105051.250000 Penalty: 5002.313477
	Iteration 20F: 3 clusters Score -3105051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3105072.250000 Penalty: 5002.313477
	Iteration 21Q: 3 clusters Score -3105072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3105080.750000 Penalty: 5002.313477
	Iteration 22Q: 3 clusters Score -3105081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3105088.250000 Penalty: 5002.313477
	Iteration 23Q: 3 clusters Score -3105088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3105096.750000 Penalty: 5002.313477
	Iteration 24Q: 3 clusters Score -3105097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3105098.250000 Penalty: 5002.313477
	Iteration 25Q: 3 clusters Score -3105098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3105098.250000 Penalty: 5002.313477
	Iteration 26F: 3 clusters Score -3105098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -129601.945312 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -129601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127490.554688 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -127490.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128235.375000 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -128235.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128779.304688 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -128779.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128995.148438 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -128995.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -129152.062500 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -129152.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129313.843750 Penalty: 3532.941895
	Iteration 5F: 3 clusters Score -129313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129601.859375 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -129601.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129762.046875 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -129762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -129918.914062 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -129918.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -130062.414062 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -130062.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -130247.359375 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -130247.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -130389.039062 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -130389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -130423.187500 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -130423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -130442.328125 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -130442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -130454.843750 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -130454.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -130476.390625 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -130476.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -130510.875000 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -130510.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130548.890625 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -130548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -130577.695312 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -130577.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130609.085938 Penalty: 3532.941895
	Iteration 19Q: 3 clusters Score -130609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -130632.945312 Penalty: 3532.941895
	Iteration 20F: 3 clusters Score -130632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -130678.445312 Penalty: 3532.941895
	Iteration 21Q: 3 clusters Score -130678.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -130691.390625 Penalty: 3532.941895
	Iteration 22Q: 3 clusters Score -130691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130692.937500 Penalty: 3532.941895
	Iteration 23Q: 3 clusters Score -130692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130692.937500 Penalty: 3532.941895
	Iteration 24F: 3 clusters Score -130692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 178406 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 12365 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 171581 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 69740 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215342 members 
Mstep: Class 18 contains 849 members 
Entering Unmasked Estep 
Score: -98290608.000000 Penalty: 60574.269531
Splitting cluster 4 changes total score from -98291032.000000 to -98290608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (178406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178406 members 
Entering Unmasked Estep 
Score: -22826208.000000 Penalty: 2998.770508
	Iteration 0F: 2 clusters Score -2.282621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -22709430.000000 Penalty: 5997.541016
	Iteration 0F: 3 clusters Score -2.270943e+07 nChanged 85543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -22760064.000000 Penalty: 5997.541016
	Iteration 1F: 3 clusters Score -2.276006e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -22761428.000000 Penalty: 5997.541016
	Iteration 2Q: 3 clusters Score -2.276143e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -22763016.000000 Penalty: 5997.541016
	Iteration 3Q: 3 clusters Score -2.276302e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -22765094.000000 Penalty: 5997.541016
	Iteration 4Q: 3 clusters Score -2.276509e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -22767586.000000 Penalty: 5997.541016
	Iteration 5Q: 3 clusters Score -2.276759e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -22770594.000000 Penalty: 5997.541016
	Iteration 6Q: 3 clusters Score -2.277059e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 100720 members 
Entering Unmasked Estep 
Score: -22774030.000000 Penalty: 5997.541016
	Iteration 7Q: 3 clusters Score -2.277403e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -22778668.000000 Penalty: 5997.541016
	Iteration 8Q: 3 clusters Score -2.277867e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -22784304.000000 Penalty: 5997.541016
	Iteration 9F: 3 clusters Score -2.27843e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 118176 members 
Entering Unmasked Estep 
Score: -22790578.000000 Penalty: 5997.541016
	Iteration 10F: 3 clusters Score -2.279058e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -22796864.000000 Penalty: 5997.541016
	Iteration 11F: 3 clusters Score -2.279686e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 131362 members 
Entering Unmasked Estep 
Score: -22801714.000000 Penalty: 5997.541016
	Iteration 12Q: 3 clusters Score -2.280171e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -22805468.000000 Penalty: 5997.541016
	Iteration 13Q: 3 clusters Score -2.280547e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 141728 members 
Entering Unmasked Estep 
Score: -22808284.000000 Penalty: 5997.541016
	Iteration 14Q: 3 clusters Score -2.280828e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 146154 members 
Entering Unmasked Estep 
Score: -22810554.000000 Penalty: 5997.541016
	Iteration 15Q: 3 clusters Score -2.281055e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 150405 members 
Entering Unmasked Estep 
Score: -22812850.000000 Penalty: 5997.541016
	Iteration 16Q: 3 clusters Score -2.281285e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -22815000.000000 Penalty: 5997.541016
	Iteration 17Q: 3 clusters Score -2.2815e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 157970 members 
Entering Unmasked Estep 
Score: -22817040.000000 Penalty: 5997.541016
	Iteration 18Q: 3 clusters Score -2.281704e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -22818838.000000 Penalty: 5997.541016
	Iteration 19Q: 3 clusters Score -2.281884e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 163992 members 
Entering Unmasked Estep 
Score: -22820218.000000 Penalty: 5997.541016
	Iteration 20F: 3 clusters Score -2.282022e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -22821204.000000 Penalty: 5997.541016
	Iteration 21Q: 3 clusters Score -2.28212e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -22822118.000000 Penalty: 5997.541016
	Iteration 22Q: 3 clusters Score -2.282212e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -22822792.000000 Penalty: 5997.541016
	Iteration 23Q: 3 clusters Score -2.282279e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -22823322.000000 Penalty: 5997.541016
	Iteration 24Q: 3 clusters Score -2.282332e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -22823722.000000 Penalty: 5997.541016
	Iteration 25Q: 3 clusters Score -2.282372e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 172889 members 
Entering Unmasked Estep 
Score: -22824032.000000 Penalty: 5997.541016
	Iteration 26Q: 3 clusters Score -2.282403e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 173494 members 
Entering Unmasked Estep 
Score: -22824220.000000 Penalty: 5997.541016
	Iteration 27Q: 3 clusters Score -2.282422e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -22824392.000000 Penalty: 5997.541016
	Iteration 28Q: 3 clusters Score -2.282439e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 174298 members 
Entering Unmasked Estep 
Score: -22824580.000000 Penalty: 5997.541016
	Iteration 29Q: 3 clusters Score -2.282458e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 174582 members 
Entering Unmasked Estep 
Score: -22824700.000000 Penalty: 5997.541016
	Iteration 30Q: 3 clusters Score -2.28247e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -22824782.000000 Penalty: 5997.541016
	Iteration 31Q: 3 clusters Score -2.282478e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 174942 members 
Entering Unmasked Estep 
Score: -22824896.000000 Penalty: 5997.541016
	Iteration 32Q: 3 clusters Score -2.28249e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -22824968.000000 Penalty: 5997.541016
	Iteration 33Q: 3 clusters Score -2.282497e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 175167 members 
Entering Unmasked Estep 
Score: -22825034.000000 Penalty: 5997.541016
	Iteration 34Q: 3 clusters Score -2.282503e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -22825074.000000 Penalty: 5997.541016
	Iteration 35Q: 3 clusters Score -2.282507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -22825090.000000 Penalty: 5997.541016
	Iteration 36Q: 3 clusters Score -2.282509e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 175382 members 
Entering Unmasked Estep 
Score: -22825122.000000 Penalty: 5997.541016
	Iteration 37Q: 3 clusters Score -2.282512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 175421 members 
Entering Unmasked Estep 
Score: -22825164.000000 Penalty: 5997.541016
	Iteration 38Q: 3 clusters Score -2.282516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 175460 members 
Entering Unmasked Estep 
Score: -22825146.000000 Penalty: 5997.541016
	Iteration 39Q: 3 clusters Score -2.282515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 175492 members 
Entering Unmasked Estep 
Score: -22825162.000000 Penalty: 5997.541016
	Iteration 40F: 3 clusters Score -2.282516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 175520 members 
Entering Unmasked Estep 
Score: -22825168.000000 Penalty: 5997.541016
	Iteration 41Q: 3 clusters Score -2.282517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -22825160.000000 Penalty: 5997.541016
	Iteration 42Q: 3 clusters Score -2.282516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 175564 members 
Entering Unmasked Estep 
Score: -22825134.000000 Penalty: 5997.541016
	Iteration 43Q: 3 clusters Score -2.282513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -22825152.000000 Penalty: 5997.541016
	Iteration 44Q: 3 clusters Score -2.282515e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 175581 members 
Entering Unmasked Estep 
Score: -22825174.000000 Penalty: 5997.541016
	Iteration 45Q: 3 clusters Score -2.282517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -22825170.000000 Penalty: 5997.541016
	Iteration 46Q: 3 clusters Score -2.282517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -22825136.000000 Penalty: 5997.541016
	Iteration 47Q: 3 clusters Score -2.282514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -22825138.000000 Penalty: 5997.541016
	Iteration 48Q: 3 clusters Score -2.282514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -22825142.000000 Penalty: 5997.541016
	Iteration 49Q: 3 clusters Score -2.282514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -22825150.000000 Penalty: 5997.541016
	Iteration 50Q: 3 clusters Score -2.282515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -22825140.000000 Penalty: 5997.541016
	Iteration 51Q: 3 clusters Score -2.282514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -22825136.000000 Penalty: 5997.541016
	Iteration 52Q: 3 clusters Score -2.282514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -22825160.000000 Penalty: 5997.541016
	Iteration 53Q: 3 clusters Score -2.282516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -22825166.000000 Penalty: 5997.541016
	Iteration 54Q: 3 clusters Score -2.282517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -22825160.000000 Penalty: 5997.541016
	Iteration 55Q: 3 clusters Score -2.282516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -22825162.000000 Penalty: 5997.541016
	Iteration 56Q: 3 clusters Score -2.282516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -22825162.000000 Penalty: 5997.541016
	Iteration 57Q: 3 clusters Score -2.282516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -22825172.000000 Penalty: 5997.541016
	Iteration 58Q: 3 clusters Score -2.282517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -22825174.000000 Penalty: 5997.541016
	Iteration 59Q: 3 clusters Score -2.282517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 175631 members 
Entering Unmasked Estep 
Score: -22825172.000000 Penalty: 5997.541016
	Iteration 60F: 3 clusters Score -2.282517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22825152.000000 Penalty: 5997.541016
	Iteration 61Q: 3 clusters Score -2.282515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -22825182.000000 Penalty: 5997.541016
	Iteration 62Q: 3 clusters Score -2.282518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -22825182.000000 Penalty: 5997.541016
	Iteration 63Q: 3 clusters Score -2.282518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -22825182.000000 Penalty: 5997.541016
	Iteration 64F: 3 clusters Score -2.282518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -43381.023438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -43381.02 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 215 members 
Entering Unmasked Estep 
Score: -42043.500000 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -42043.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42226.273438 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -42226.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42270.480469 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -42270.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42284.179688 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -42284.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42296.640625 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -42296.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42325.953125 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -42325.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42379.464844 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -42379.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42413.015625 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -42413.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42432.769531 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -42432.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42442.285156 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -42442.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42459.296875 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -42459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42482.371094 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -42482.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42510.492188 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -42510.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42552.152344 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -42552.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42606.781250 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -42606.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42628.242188 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -42628.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42646.671875 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -42646.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42655.074219 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -42655.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42661.980469 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -42661.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42664.707031 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -42664.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42664.707031 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -42664.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Entering Unmasked Estep 
Score: -3059837.250000 Penalty: 2497.542969
	Iteration 0F: 2 clusters Score -3059837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3043405.250000 Penalty: 4995.085938
	Iteration 0F: 3 clusters Score -3043405 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3048786.500000 Penalty: 4995.085938
	Iteration 1F: 3 clusters Score -3048786 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3049157.500000 Penalty: 4995.085938
	Iteration 2Q: 3 clusters Score -3049158 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3049472.250000 Penalty: 4995.085938
	Iteration 3Q: 3 clusters Score -3049472 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3049716.500000 Penalty: 4995.085938
	Iteration 4Q: 3 clusters Score -3049716 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3049957.000000 Penalty: 4995.085938
	Iteration 5Q: 3 clusters Score -3049957 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3050156.250000 Penalty: 4995.085938
	Iteration 6Q: 3 clusters Score -3050156 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3050455.250000 Penalty: 4995.085938
	Iteration 7Q: 3 clusters Score -3050455 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3050816.250000 Penalty: 4995.085938
	Iteration 8Q: 3 clusters Score -3050816 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3051257.500000 Penalty: 4995.085938
	Iteration 9Q: 3 clusters Score -3051258 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3051823.750000 Penalty: 4995.085938
	Iteration 10Q: 3 clusters Score -3051824 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3052546.250000 Penalty: 4995.085938
	Iteration 11F: 3 clusters Score -3052546 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3053359.250000 Penalty: 4995.085938
	Iteration 12F: 3 clusters Score -3053359 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3054179.750000 Penalty: 4995.085938
	Iteration 13F: 3 clusters Score -3054180 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3054876.000000 Penalty: 4995.085938
	Iteration 14Q: 3 clusters Score -3054876 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3055378.000000 Penalty: 4995.085938
	Iteration 15Q: 3 clusters Score -3055378 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3055626.000000 Penalty: 4995.085938
	Iteration 16Q: 3 clusters Score -3055626 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3055852.500000 Penalty: 4995.085938
	Iteration 17Q: 3 clusters Score -3055852 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3056030.750000 Penalty: 4995.085938
	Iteration 18Q: 3 clusters Score -3056031 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3056178.000000 Penalty: 4995.085938
	Iteration 19Q: 3 clusters Score -3056178 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3056296.000000 Penalty: 4995.085938
	Iteration 20F: 3 clusters Score -3056296 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3056430.750000 Penalty: 4995.085938
	Iteration 21Q: 3 clusters Score -3056431 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3056548.000000 Penalty: 4995.085938
	Iteration 22Q: 3 clusters Score -3056548 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3056655.500000 Penalty: 4995.085938
	Iteration 23Q: 3 clusters Score -3056656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3056757.250000 Penalty: 4995.085938
	Iteration 24Q: 3 clusters Score -3056757 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3056834.500000 Penalty: 4995.085938
	Iteration 25Q: 3 clusters Score -3056834 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3056909.000000 Penalty: 4995.085938
	Iteration 26Q: 3 clusters Score -3056909 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3056975.000000 Penalty: 4995.085938
	Iteration 27Q: 3 clusters Score -3056975 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3057056.000000 Penalty: 4995.085938
	Iteration 28Q: 3 clusters Score -3057056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3057127.000000 Penalty: 4995.085938
	Iteration 29Q: 3 clusters Score -3057127 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3057185.250000 Penalty: 4995.085938
	Iteration 30Q: 3 clusters Score -3057185 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3057245.000000 Penalty: 4995.085938
	Iteration 31Q: 3 clusters Score -3057245 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3057282.500000 Penalty: 4995.085938
	Iteration 32Q: 3 clusters Score -3057282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3057300.250000 Penalty: 4995.085938
	Iteration 33Q: 3 clusters Score -3057300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3057361.250000 Penalty: 4995.085938
	Iteration 34Q: 3 clusters Score -3057361 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3057395.250000 Penalty: 4995.085938
	Iteration 35Q: 3 clusters Score -3057395 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3057426.500000 Penalty: 4995.085938
	Iteration 36Q: 3 clusters Score -3057426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3057458.000000 Penalty: 4995.085938
	Iteration 37Q: 3 clusters Score -3057458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3057501.500000 Penalty: 4995.085938
	Iteration 38Q: 3 clusters Score -3057502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3057538.750000 Penalty: 4995.085938
	Iteration 39Q: 3 clusters Score -3057539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3057568.000000 Penalty: 4995.085938
	Iteration 40F: 3 clusters Score -3057568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3057594.250000 Penalty: 4995.085938
	Iteration 41Q: 3 clusters Score -3057594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3057596.500000 Penalty: 4995.085938
	Iteration 42Q: 3 clusters Score -3057596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3057605.000000 Penalty: 4995.085938
	Iteration 43Q: 3 clusters Score -3057605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3057618.500000 Penalty: 4995.085938
	Iteration 44Q: 3 clusters Score -3057618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3057648.750000 Penalty: 4995.085938
	Iteration 45Q: 3 clusters Score -3057649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3057657.500000 Penalty: 4995.085938
	Iteration 46Q: 3 clusters Score -3057658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3057674.750000 Penalty: 4995.085938
	Iteration 47Q: 3 clusters Score -3057675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3057680.500000 Penalty: 4995.085938
	Iteration 48Q: 3 clusters Score -3057680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3057682.250000 Penalty: 4995.085938
	Iteration 49Q: 3 clusters Score -3057682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3057695.250000 Penalty: 4995.085938
	Iteration 50Q: 3 clusters Score -3057695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3057696.750000 Penalty: 4995.085938
	Iteration 51Q: 3 clusters Score -3057697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3057707.250000 Penalty: 4995.085938
	Iteration 52Q: 3 clusters Score -3057707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3057708.250000 Penalty: 4995.085938
	Iteration 53Q: 3 clusters Score -3057708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3057714.250000 Penalty: 4995.085938
	Iteration 54Q: 3 clusters Score -3057714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3057729.250000 Penalty: 4995.085938
	Iteration 55Q: 3 clusters Score -3057729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3057739.000000 Penalty: 4995.085938
	Iteration 56Q: 3 clusters Score -3057739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3057742.500000 Penalty: 4995.085938
	Iteration 57Q: 3 clusters Score -3057742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3057749.000000 Penalty: 4995.085938
	Iteration 58Q: 3 clusters Score -3057749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3057758.750000 Penalty: 4995.085938
	Iteration 59Q: 3 clusters Score -3057759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3057756.250000 Penalty: 4995.085938
	Iteration 60F: 3 clusters Score -3057756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3057761.250000 Penalty: 4995.085938
	Iteration 61Q: 3 clusters Score -3057761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3057769.250000 Penalty: 4995.085938
	Iteration 62Q: 3 clusters Score -3057769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3057778.500000 Penalty: 4995.085938
	Iteration 63Q: 3 clusters Score -3057778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3057789.500000 Penalty: 4995.085938
	Iteration 64Q: 3 clusters Score -3057790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3057795.750000 Penalty: 4995.085938
	Iteration 65Q: 3 clusters Score -3057796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3057803.500000 Penalty: 4995.085938
	Iteration 66Q: 3 clusters Score -3057804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3057805.750000 Penalty: 4995.085938
	Iteration 67Q: 3 clusters Score -3057806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3057814.000000 Penalty: 4995.085938
	Iteration 68Q: 3 clusters Score -3057814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3057818.750000 Penalty: 4995.085938
	Iteration 69Q: 3 clusters Score -3057819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3057820.500000 Penalty: 4995.085938
	Iteration 70Q: 3 clusters Score -3057820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3057823.750000 Penalty: 4995.085938
	Iteration 71Q: 3 clusters Score -3057824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3057827.500000 Penalty: 4995.085938
	Iteration 72Q: 3 clusters Score -3057828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3057832.500000 Penalty: 4995.085938
	Iteration 73Q: 3 clusters Score -3057832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3057830.500000 Penalty: 4995.085938
	Iteration 74Q: 3 clusters Score -3057830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3057837.250000 Penalty: 4995.085938
	Iteration 75Q: 3 clusters Score -3057837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3057838.750000 Penalty: 4995.085938
	Iteration 76Q: 3 clusters Score -3057839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3057844.250000 Penalty: 4995.085938
	Iteration 77Q: 3 clusters Score -3057844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3057841.000000 Penalty: 4995.085938
	Iteration 78Q: 3 clusters Score -3057841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3057841.500000 Penalty: 4995.085938
	Iteration 79Q: 3 clusters Score -3057842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3057843.750000 Penalty: 4995.085938
	Iteration 80F: 3 clusters Score -3057844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3057845.000000 Penalty: 4995.085938
	Iteration 81Q: 3 clusters Score -3057845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3057848.000000 Penalty: 4995.085938
	Iteration 82Q: 3 clusters Score -3057848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3057853.750000 Penalty: 4995.085938
	Iteration 83Q: 3 clusters Score -3057854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3057849.500000 Penalty: 4995.085938
	Iteration 84Q: 3 clusters Score -3057850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3057848.250000 Penalty: 4995.085938
	Iteration 85Q: 3 clusters Score -3057848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3057849.250000 Penalty: 4995.085938
	Iteration 86Q: 3 clusters Score -3057849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3057848.000000 Penalty: 4995.085938
	Iteration 87Q: 3 clusters Score -3057848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3057850.250000 Penalty: 4995.085938
	Iteration 88Q: 3 clusters Score -3057850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3057849.000000 Penalty: 4995.085938
	Iteration 89Q: 3 clusters Score -3057849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3057850.500000 Penalty: 4995.085938
	Iteration 90Q: 3 clusters Score -3057850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3057850.750000 Penalty: 4995.085938
	Iteration 91Q: 3 clusters Score -3057851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3057850.750000 Penalty: 4995.085938
	Iteration 92F: 3 clusters Score -3057851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1606380.250000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1606380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1597238.250000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1597238 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1600003.125000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1600003 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1600353.750000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1600354 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1600726.375000 Penalty: 4673.622070
	Iteration 3F: 3 clusters Score -1600726 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1601164.375000 Penalty: 4673.622070
	Iteration 4F: 3 clusters Score -1601164 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1601690.875000 Penalty: 4673.622070
	Iteration 5F: 3 clusters Score -1601691 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1602299.125000 Penalty: 4673.622070
	Iteration 6F: 3 clusters Score -1602299 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1602946.625000 Penalty: 4673.622070
	Iteration 7F: 3 clusters Score -1602947 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1603490.500000 Penalty: 4673.622070
	Iteration 8F: 3 clusters Score -1603490 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1603862.500000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1603862 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1604088.625000 Penalty: 4673.622070
	Iteration 10Q: 3 clusters Score -1604089 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1604223.375000 Penalty: 4673.622070
	Iteration 11Q: 3 clusters Score -1604223 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1604315.375000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1604315 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1604381.000000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1604381 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1604435.250000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1604435 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1604473.125000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1604473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1604506.750000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1604507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1604523.500000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1604524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1604537.125000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1604537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1604542.000000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1604542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1604552.125000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1604552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1604559.375000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1604559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1604562.875000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1604563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1604568.250000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1604568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1604578.000000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1604578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1604580.875000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1604581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1604588.125000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1604588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1604591.875000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1604592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1604597.000000 Penalty: 4673.622070
	Iteration 28Q: 3 clusters Score -1604597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1604599.500000 Penalty: 4673.622070
	Iteration 29Q: 3 clusters Score -1604600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1604602.625000 Penalty: 4673.622070
	Iteration 30Q: 3 clusters Score -1604603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1604604.750000 Penalty: 4673.622070
	Iteration 31Q: 3 clusters Score -1604605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1604605.500000 Penalty: 4673.622070
	Iteration 32Q: 3 clusters Score -1604606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1604606.000000 Penalty: 4673.622070
	Iteration 33Q: 3 clusters Score -1604606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1604607.250000 Penalty: 4673.622070
	Iteration 34Q: 3 clusters Score -1604607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1604611.750000 Penalty: 4673.622070
	Iteration 35Q: 3 clusters Score -1604612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1604610.750000 Penalty: 4673.622070
	Iteration 36Q: 3 clusters Score -1604611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1604614.875000 Penalty: 4673.622070
	Iteration 37Q: 3 clusters Score -1604615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1604612.375000 Penalty: 4673.622070
	Iteration 38Q: 3 clusters Score -1604612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1604612.375000 Penalty: 4673.622070
	Iteration 39Q: 3 clusters Score -1604612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1604616.750000 Penalty: 4673.622070
	Iteration 40F: 3 clusters Score -1604617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1604620.750000 Penalty: 4673.622070
	Iteration 41Q: 3 clusters Score -1604621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1604624.750000 Penalty: 4673.622070
	Iteration 42Q: 3 clusters Score -1604625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1604627.375000 Penalty: 4673.622070
	Iteration 43Q: 3 clusters Score -1604627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1604630.750000 Penalty: 4673.622070
	Iteration 44Q: 3 clusters Score -1604631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1604632.375000 Penalty: 4673.622070
	Iteration 45Q: 3 clusters Score -1604632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1604635.000000 Penalty: 4673.622070
	Iteration 46Q: 3 clusters Score -1604635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1604639.125000 Penalty: 4673.622070
	Iteration 47Q: 3 clusters Score -1604639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1604636.125000 Penalty: 4673.622070
	Iteration 48Q: 3 clusters Score -1604636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1604639.250000 Penalty: 4673.622070
	Iteration 49Q: 3 clusters Score -1604639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1604639.125000 Penalty: 4673.622070
	Iteration 50Q: 3 clusters Score -1604639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1604642.375000 Penalty: 4673.622070
	Iteration 51Q: 3 clusters Score -1604642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1604643.875000 Penalty: 4673.622070
	Iteration 52Q: 3 clusters Score -1604644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1604643.125000 Penalty: 4673.622070
	Iteration 53Q: 3 clusters Score -1604643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1604648.500000 Penalty: 4673.622070
	Iteration 54Q: 3 clusters Score -1604648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1604652.500000 Penalty: 4673.622070
	Iteration 55Q: 3 clusters Score -1604652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1604653.500000 Penalty: 4673.622070
	Iteration 56Q: 3 clusters Score -1604654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1604653.625000 Penalty: 4673.622070
	Iteration 57Q: 3 clusters Score -1604654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1604657.625000 Penalty: 4673.622070
	Iteration 58Q: 3 clusters Score -1604658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1604662.125000 Penalty: 4673.622070
	Iteration 59Q: 3 clusters Score -1604662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1604661.375000 Penalty: 4673.622070
	Iteration 60F: 3 clusters Score -1604661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1604663.875000 Penalty: 4673.622070
	Iteration 61Q: 3 clusters Score -1604664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1604664.875000 Penalty: 4673.622070
	Iteration 62Q: 3 clusters Score -1604665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1604666.000000 Penalty: 4673.622070
	Iteration 63Q: 3 clusters Score -1604666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1604668.625000 Penalty: 4673.622070
	Iteration 64Q: 3 clusters Score -1604669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1604667.500000 Penalty: 4673.622070
	Iteration 65Q: 3 clusters Score -1604668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1604668.125000 Penalty: 4673.622070
	Iteration 66Q: 3 clusters Score -1604668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1604669.125000 Penalty: 4673.622070
	Iteration 67Q: 3 clusters Score -1604669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1604670.875000 Penalty: 4673.622070
	Iteration 68Q: 3 clusters Score -1604671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1604673.500000 Penalty: 4673.622070
	Iteration 69Q: 3 clusters Score -1604674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1604673.000000 Penalty: 4673.622070
	Iteration 70Q: 3 clusters Score -1604673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1604674.125000 Penalty: 4673.622070
	Iteration 71Q: 3 clusters Score -1604674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1604674.375000 Penalty: 4673.622070
	Iteration 72Q: 3 clusters Score -1604674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1604674.375000 Penalty: 4673.622070
	Iteration 73F: 3 clusters Score -1604674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -1370420.875000 Penalty: 2315.241211
	Iteration 0F: 2 clusters Score -1370421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1361944.875000 Penalty: 4630.482422
	Iteration 0F: 3 clusters Score -1361945 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1364445.375000 Penalty: 4630.482422
	Iteration 1F: 3 clusters Score -1364445 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1364794.375000 Penalty: 4630.482422
	Iteration 2F: 3 clusters Score -1364794 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1365097.625000 Penalty: 4630.482422
	Iteration 3F: 3 clusters Score -1365098 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1365379.625000 Penalty: 4630.482422
	Iteration 4Q: 3 clusters Score -1365380 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1365670.250000 Penalty: 4630.482422
	Iteration 5Q: 3 clusters Score -1365670 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1365964.250000 Penalty: 4630.482422
	Iteration 6Q: 3 clusters Score -1365964 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1366268.875000 Penalty: 4630.482422
	Iteration 7Q: 3 clusters Score -1366269 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1366567.125000 Penalty: 4630.482422
	Iteration 8Q: 3 clusters Score -1366567 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1366877.625000 Penalty: 4630.482422
	Iteration 9Q: 3 clusters Score -1366878 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1367180.750000 Penalty: 4630.482422
	Iteration 10Q: 3 clusters Score -1367181 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1367430.875000 Penalty: 4630.482422
	Iteration 11Q: 3 clusters Score -1367431 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1367650.500000 Penalty: 4630.482422
	Iteration 12Q: 3 clusters Score -1367650 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1367849.375000 Penalty: 4630.482422
	Iteration 13Q: 3 clusters Score -1367849 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1367987.000000 Penalty: 4630.482422
	Iteration 14Q: 3 clusters Score -1367987 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1368100.125000 Penalty: 4630.482422
	Iteration 15Q: 3 clusters Score -1368100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1368192.500000 Penalty: 4630.482422
	Iteration 16Q: 3 clusters Score -1368192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1368249.375000 Penalty: 4630.482422
	Iteration 17Q: 3 clusters Score -1368249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1368278.000000 Penalty: 4630.482422
	Iteration 18Q: 3 clusters Score -1368278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1368301.750000 Penalty: 4630.482422
	Iteration 19Q: 3 clusters Score -1368302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1368324.125000 Penalty: 4630.482422
	Iteration 20F: 3 clusters Score -1368324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1368337.750000 Penalty: 4630.482422
	Iteration 21Q: 3 clusters Score -1368338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1368351.875000 Penalty: 4630.482422
	Iteration 22Q: 3 clusters Score -1368352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1368355.375000 Penalty: 4630.482422
	Iteration 23Q: 3 clusters Score -1368355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1368359.375000 Penalty: 4630.482422
	Iteration 24Q: 3 clusters Score -1368359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1368359.125000 Penalty: 4630.482422
	Iteration 25Q: 3 clusters Score -1368359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1368359.250000 Penalty: 4630.482422
	Iteration 26Q: 3 clusters Score -1368359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1368362.750000 Penalty: 4630.482422
	Iteration 27Q: 3 clusters Score -1368363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1368365.250000 Penalty: 4630.482422
	Iteration 28Q: 3 clusters Score -1368365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1368364.125000 Penalty: 4630.482422
	Iteration 29Q: 3 clusters Score -1368364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1368366.750000 Penalty: 4630.482422
	Iteration 30Q: 3 clusters Score -1368367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1368369.750000 Penalty: 4630.482422
	Iteration 31Q: 3 clusters Score -1368370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1368372.625000 Penalty: 4630.482422
	Iteration 32Q: 3 clusters Score -1368373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1368375.125000 Penalty: 4630.482422
	Iteration 33Q: 3 clusters Score -1368375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1368376.125000 Penalty: 4630.482422
	Iteration 34Q: 3 clusters Score -1368376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1368377.875000 Penalty: 4630.482422
	Iteration 35Q: 3 clusters Score -1368378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1368380.000000 Penalty: 4630.482422
	Iteration 36Q: 3 clusters Score -1368380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1368380.000000 Penalty: 4630.482422
	Iteration 37F: 3 clusters Score -1368380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Entering Unmasked Estep 
Score: -21936756.000000 Penalty: 2989.097168
	Iteration 0F: 2 clusters Score -2.193676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -21824678.000000 Penalty: 5978.194336
	Iteration 0F: 3 clusters Score -2.182468e+07 nChanged 82318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -21872928.000000 Penalty: 5978.194336
	Iteration 1F: 3 clusters Score -2.187293e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -21874208.000000 Penalty: 5978.194336
	Iteration 2Q: 3 clusters Score -2.187421e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -21875708.000000 Penalty: 5978.194336
	Iteration 3Q: 3 clusters Score -2.187571e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -21878092.000000 Penalty: 5978.194336
	Iteration 4Q: 3 clusters Score -2.187809e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -21881722.000000 Penalty: 5978.194336
	Iteration 5Q: 3 clusters Score -2.188172e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -21887296.000000 Penalty: 5978.194336
	Iteration 6F: 3 clusters Score -2.18873e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -21895268.000000 Penalty: 5978.194336
	Iteration 7F: 3 clusters Score -2.189527e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -21905046.000000 Penalty: 5978.194336
	Iteration 8F: 3 clusters Score -2.190505e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -21914106.000000 Penalty: 5978.194336
	Iteration 9F: 3 clusters Score -2.191411e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -21920570.000000 Penalty: 5978.194336
	Iteration 10Q: 3 clusters Score -2.192057e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -21924434.000000 Penalty: 5978.194336
	Iteration 11Q: 3 clusters Score -2.192443e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145996 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -21926738.000000 Penalty: 5978.194336
	Iteration 12Q: 3 clusters Score -2.192674e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -21928326.000000 Penalty: 5978.194336
	Iteration 13Q: 3 clusters Score -2.192833e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -21929696.000000 Penalty: 5978.194336
	Iteration 14Q: 3 clusters Score -2.19297e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -21930870.000000 Penalty: 5978.194336
	Iteration 15Q: 3 clusters Score -2.193087e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157227 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -21931862.000000 Penalty: 5978.194336
	Iteration 16Q: 3 clusters Score -2.193186e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -21932698.000000 Penalty: 5978.194336
	Iteration 17Q: 3 clusters Score -2.19327e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -21933266.000000 Penalty: 5978.194336
	Iteration 18Q: 3 clusters Score -2.193327e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162528 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -21933794.000000 Penalty: 5978.194336
	Iteration 19Q: 3 clusters Score -2.193379e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -21934068.000000 Penalty: 5978.194336
	Iteration 20F: 3 clusters Score -2.193407e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -21934226.000000 Penalty: 5978.194336
	Iteration 21Q: 3 clusters Score -2.193423e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165539 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -21934358.000000 Penalty: 5978.194336
	Iteration 22Q: 3 clusters Score -2.193436e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21934438.000000 Penalty: 5978.194336
	Iteration 23Q: 3 clusters Score -2.193444e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -21934490.000000 Penalty: 5978.194336
	Iteration 24Q: 3 clusters Score -2.193449e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -21934572.000000 Penalty: 5978.194336
	Iteration 25Q: 3 clusters Score -2.193457e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167573 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -21934598.000000 Penalty: 5978.194336
	Iteration 26Q: 3 clusters Score -2.19346e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167829 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21934588.000000 Penalty: 5978.194336
	Iteration 27Q: 3 clusters Score -2.193459e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -21934596.000000 Penalty: 5978.194336
	Iteration 28Q: 3 clusters Score -2.19346e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -21934608.000000 Penalty: 5978.194336
	Iteration 29Q: 3 clusters Score -2.193461e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21934684.000000 Penalty: 5978.194336
	Iteration 30Q: 3 clusters Score -2.193468e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -21934690.000000 Penalty: 5978.194336
	Iteration 31Q: 3 clusters Score -2.193469e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168624 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -21934722.000000 Penalty: 5978.194336
	Iteration 32Q: 3 clusters Score -2.193472e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21934716.000000 Penalty: 5978.194336
	Iteration 33Q: 3 clusters Score -2.193472e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -21934718.000000 Penalty: 5978.194336
	Iteration 34Q: 3 clusters Score -2.193472e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -21934756.000000 Penalty: 5978.194336
	Iteration 35Q: 3 clusters Score -2.193476e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21934782.000000 Penalty: 5978.194336
	Iteration 36Q: 3 clusters Score -2.193478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21934792.000000 Penalty: 5978.194336
	Iteration 37Q: 3 clusters Score -2.193479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169111 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -21934794.000000 Penalty: 5978.194336
	Iteration 38Q: 3 clusters Score -2.193479e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -21934776.000000 Penalty: 5978.194336
	Iteration 39Q: 3 clusters Score -2.193478e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -21934804.000000 Penalty: 5978.194336
	Iteration 40F: 3 clusters Score -2.19348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21934792.000000 Penalty: 5978.194336
	Iteration 41Q: 3 clusters Score -2.193479e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21934794.000000 Penalty: 5978.194336
	Iteration 42Q: 3 clusters Score -2.193479e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21934812.000000 Penalty: 5978.194336
	Iteration 43Q: 3 clusters Score -2.193481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21934838.000000 Penalty: 5978.194336
	Iteration 44Q: 3 clusters Score -2.193484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21934816.000000 Penalty: 5978.194336
	Iteration 45Q: 3 clusters Score -2.193482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21934824.000000 Penalty: 5978.194336
	Iteration 46Q: 3 clusters Score -2.193482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -21934806.000000 Penalty: 5978.194336
	Iteration 47Q: 3 clusters Score -2.193481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -21934806.000000 Penalty: 5978.194336
	Iteration 48Q: 3 clusters Score -2.193481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -21934808.000000 Penalty: 5978.194336
	Iteration 49Q: 3 clusters Score -2.193481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169524 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21934810.000000 Penalty: 5978.194336
	Iteration 50Q: 3 clusters Score -2.193481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -21934824.000000 Penalty: 5978.194336
	Iteration 51Q: 3 clusters Score -2.193482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169549 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21934828.000000 Penalty: 5978.194336
	Iteration 52Q: 3 clusters Score -2.193483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -21934826.000000 Penalty: 5978.194336
	Iteration 53Q: 3 clusters Score -2.193483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21934834.000000 Penalty: 5978.194336
	Iteration 54Q: 3 clusters Score -2.193483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -21934842.000000 Penalty: 5978.194336
	Iteration 55Q: 3 clusters Score -2.193484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21934842.000000 Penalty: 5978.194336
	Iteration 56Q: 3 clusters Score -2.193484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -21934844.000000 Penalty: 5978.194336
	Iteration 57Q: 3 clusters Score -2.193484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169608 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -21934858.000000 Penalty: 5978.194336
	Iteration 58Q: 3 clusters Score -2.193486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -21934846.000000 Penalty: 5978.194336
	Iteration 59Q: 3 clusters Score -2.193485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169637 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -21934820.000000 Penalty: 5978.194336
	Iteration 60F: 3 clusters Score -2.193482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21934808.000000 Penalty: 5978.194336
	Iteration 61Q: 3 clusters Score -2.193481e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169694 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21934826.000000 Penalty: 5978.194336
	Iteration 62Q: 3 clusters Score -2.193483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21934832.000000 Penalty: 5978.194336
	Iteration 63Q: 3 clusters Score -2.193483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169735 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -21934820.000000 Penalty: 5978.194336
	Iteration 64Q: 3 clusters Score -2.193482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169755 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21934800.000000 Penalty: 5978.194336
	Iteration 65Q: 3 clusters Score -2.19348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21934788.000000 Penalty: 5978.194336
	Iteration 66Q: 3 clusters Score -2.193479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169794 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -21934794.000000 Penalty: 5978.194336
	Iteration 67Q: 3 clusters Score -2.193479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169814 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21934808.000000 Penalty: 5978.194336
	Iteration 68Q: 3 clusters Score -2.193481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169830 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -21934802.000000 Penalty: 5978.194336
	Iteration 69Q: 3 clusters Score -2.19348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21934802.000000 Penalty: 5978.194336
	Iteration 70Q: 3 clusters Score -2.19348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169844 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -21934794.000000 Penalty: 5978.194336
	Iteration 71Q: 3 clusters Score -2.193479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169850 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21934804.000000 Penalty: 5978.194336
	Iteration 72Q: 3 clusters Score -2.19348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169853 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21934792.000000 Penalty: 5978.194336
	Iteration 73Q: 3 clusters Score -2.193479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169858 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -21934798.000000 Penalty: 5978.194336
	Iteration 74Q: 3 clusters Score -2.19348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -21934786.000000 Penalty: 5978.194336
	Iteration 75Q: 3 clusters Score -2.193479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169866 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -21934782.000000 Penalty: 5978.194336
	Iteration 76Q: 3 clusters Score -2.193478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -21934780.000000 Penalty: 5978.194336
	Iteration 77Q: 3 clusters Score -2.193478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169869 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21934778.000000 Penalty: 5978.194336
	Iteration 78Q: 3 clusters Score -2.193478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169871 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -21934778.000000 Penalty: 5978.194336
	Iteration 79Q: 3 clusters Score -2.193478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21934780.000000 Penalty: 5978.194336
	Iteration 80F: 3 clusters Score -2.193478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169875 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21934776.000000 Penalty: 5978.194336
	Iteration 81Q: 3 clusters Score -2.193478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169878 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -21934770.000000 Penalty: 5978.194336
	Iteration 82Q: 3 clusters Score -2.193477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169881 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -21934790.000000 Penalty: 5978.194336
	Iteration 83Q: 3 clusters Score -2.193479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169884 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -21934792.000000 Penalty: 5978.194336
	Iteration 84Q: 3 clusters Score -2.193479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -21934786.000000 Penalty: 5978.194336
	Iteration 85Q: 3 clusters Score -2.193479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -21934788.000000 Penalty: 5978.194336
	Iteration 86Q: 3 clusters Score -2.193479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21934804.000000 Penalty: 5978.194336
	Iteration 87Q: 3 clusters Score -2.19348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169888 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21934804.000000 Penalty: 5978.194336
	Iteration 88Q: 3 clusters Score -2.19348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21934802.000000 Penalty: 5978.194336
	Iteration 89Q: 3 clusters Score -2.19348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -21934802.000000 Penalty: 5978.194336
	Iteration 90F: 3 clusters Score -2.19348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Entering Unmasked Estep 
Score: -5990042.500000 Penalty: 2663.621826
	Iteration 0F: 2 clusters Score -5990042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5958940.000000 Penalty: 5327.243652
	Iteration 0F: 3 clusters Score -5958940 nChanged 21273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -5970732.500000 Penalty: 5327.243652
	Iteration 1F: 3 clusters Score -5970732 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -5971450.000000 Penalty: 5327.243652
	Iteration 2Q: 3 clusters Score -5971450 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5972150.000000 Penalty: 5327.243652
	Iteration 3Q: 3 clusters Score -5972150 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5973152.000000 Penalty: 5327.243652
	Iteration 4Q: 3 clusters Score -5973152 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5974541.500000 Penalty: 5327.243652
	Iteration 5F: 3 clusters Score -5974542 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -5976717.500000 Penalty: 5327.243652
	Iteration 6F: 3 clusters Score -5976718 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5979789.000000 Penalty: 5327.243652
	Iteration 7F: 3 clusters Score -5979789 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5982778.500000 Penalty: 5327.243652
	Iteration 8F: 3 clusters Score -5982778 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -5985178.000000 Penalty: 5327.243652
	Iteration 9F: 3 clusters Score -5985178 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5986510.000000 Penalty: 5327.243652
	Iteration 10Q: 3 clusters Score -5986510 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5987135.500000 Penalty: 5327.243652
	Iteration 11Q: 3 clusters Score -5987136 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -5987433.500000 Penalty: 5327.243652
	Iteration 12Q: 3 clusters Score -5987434 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -5987580.500000 Penalty: 5327.243652
	Iteration 13Q: 3 clusters Score -5987580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -5987666.000000 Penalty: 5327.243652
	Iteration 14Q: 3 clusters Score -5987666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5987709.000000 Penalty: 5327.243652
	Iteration 15Q: 3 clusters Score -5987709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5987725.000000 Penalty: 5327.243652
	Iteration 16Q: 3 clusters Score -5987725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -5987751.000000 Penalty: 5327.243652
	Iteration 17Q: 3 clusters Score -5987751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -5987754.500000 Penalty: 5327.243652
	Iteration 18Q: 3 clusters Score -5987754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -5987766.500000 Penalty: 5327.243652
	Iteration 19Q: 3 clusters Score -5987766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -5987778.500000 Penalty: 5327.243652
	Iteration 20F: 3 clusters Score -5987778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5987780.500000 Penalty: 5327.243652
	Iteration 21Q: 3 clusters Score -5987780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5987777.500000 Penalty: 5327.243652
	Iteration 22Q: 3 clusters Score -5987778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -5987786.000000 Penalty: 5327.243652
	Iteration 23Q: 3 clusters Score -5987786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5987790.500000 Penalty: 5327.243652
	Iteration 24Q: 3 clusters Score -5987790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5987794.500000 Penalty: 5327.243652
	Iteration 25Q: 3 clusters Score -5987794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5987801.500000 Penalty: 5327.243652
	Iteration 26Q: 3 clusters Score -5987802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5987804.000000 Penalty: 5327.243652
	Iteration 27Q: 3 clusters Score -5987804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5987803.000000 Penalty: 5327.243652
	Iteration 28Q: 3 clusters Score -5987803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5987812.500000 Penalty: 5327.243652
	Iteration 29Q: 3 clusters Score -5987812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5987812.500000 Penalty: 5327.243652
	Iteration 30Q: 3 clusters Score -5987812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5987811.500000 Penalty: 5327.243652
	Iteration 31Q: 3 clusters Score -5987812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5987811.500000 Penalty: 5327.243652
	Iteration 32F: 3 clusters Score -5987812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Entering Unmasked Estep 
Score: -8712237.000000 Penalty: 2765.827393
	Iteration 0F: 2 clusters Score -8712237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -8665507.000000 Penalty: 5531.654785
	Iteration 0F: 3 clusters Score -8665507 nChanged 32451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -8683989.000000 Penalty: 5531.654785
	Iteration 1F: 3 clusters Score -8683989 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -8684624.000000 Penalty: 5531.654785
	Iteration 2Q: 3 clusters Score -8684624 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -8685402.000000 Penalty: 5531.654785
	Iteration 3Q: 3 clusters Score -8685402 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -8686546.000000 Penalty: 5531.654785
	Iteration 4Q: 3 clusters Score -8686546 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -8688411.000000 Penalty: 5531.654785
	Iteration 5F: 3 clusters Score -8688411 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -8691645.000000 Penalty: 5531.654785
	Iteration 6F: 3 clusters Score -8691645 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -8696395.000000 Penalty: 5531.654785
	Iteration 7F: 3 clusters Score -8696395 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -8702194.000000 Penalty: 5531.654785
	Iteration 8F: 3 clusters Score -8702194 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8706635.000000 Penalty: 5531.654785
	Iteration 9F: 3 clusters Score -8706635 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8708746.000000 Penalty: 5531.654785
	Iteration 10Q: 3 clusters Score -8708746 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8709411.000000 Penalty: 5531.654785
	Iteration 11Q: 3 clusters Score -8709411 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8709613.000000 Penalty: 5531.654785
	Iteration 12Q: 3 clusters Score -8709613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69527 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8709723.000000 Penalty: 5531.654785
	Iteration 13Q: 3 clusters Score -8709723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8709750.000000 Penalty: 5531.654785
	Iteration 14Q: 3 clusters Score -8709750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8709779.000000 Penalty: 5531.654785
	Iteration 15Q: 3 clusters Score -8709779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8709790.000000 Penalty: 5531.654785
	Iteration 16Q: 3 clusters Score -8709790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8709794.000000 Penalty: 5531.654785
	Iteration 17Q: 3 clusters Score -8709794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8709794.000000 Penalty: 5531.654785
	Iteration 18Q: 3 clusters Score -8709794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8709803.000000 Penalty: 5531.654785
	Iteration 19Q: 3 clusters Score -8709803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8709810.000000 Penalty: 5531.654785
	Iteration 20F: 3 clusters Score -8709810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8709811.000000 Penalty: 5531.654785
	Iteration 21Q: 3 clusters Score -8709811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8709813.000000 Penalty: 5531.654785
	Iteration 22Q: 3 clusters Score -8709813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8709811.000000 Penalty: 5531.654785
	Iteration 23Q: 3 clusters Score -8709811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8709811.000000 Penalty: 5531.654785
	Iteration 24F: 3 clusters Score -8709811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -457322.843750 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -457322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -453641.375000 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -453641.4 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -454476.156250 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -454476.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -454661.750000 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -454661.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -454766.531250 Penalty: 4071.411621
	Iteration 3Q: 3 clusters Score -454766.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -454841.906250 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -454841.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -454889.687500 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -454889.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -454927.843750 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -454927.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -454957.687500 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -454957.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -454986.093750 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -454986.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -455014.218750 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -455014.2 nChanged 54
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: -455044.843750 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -455044.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -455071.843750 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -455071.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -455098.000000 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -455098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -455122.437500 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -455122.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -455141.968750 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -455142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455159.937500 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -455159.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -455172.906250 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -455172.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -455182.843750 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -455182.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -455196.156250 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -455196.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -455210.250000 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -455210.2 nChanged 34
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: -455227.593750 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -455227.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -455243.875000 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -455243.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -455259.718750 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -455259.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -455273.468750 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -455273.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -455280.968750 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -455281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -455288.031250 Penalty: 4071.411621
	Iteration 25Q: 3 clusters Score -455288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -455291.593750 Penalty: 4071.411621
	Iteration 26Q: 3 clusters Score -455291.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -455294.843750 Penalty: 4071.411621
	Iteration 27Q: 3 clusters Score -455294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -455298.343750 Penalty: 4071.411621
	Iteration 28Q: 3 clusters Score -455298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -455301.468750 Penalty: 4071.411621
	Iteration 29Q: 3 clusters Score -455301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -455302.093750 Penalty: 4071.411621
	Iteration 30Q: 3 clusters Score -455302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -455305.062500 Penalty: 4071.411621
	Iteration 31Q: 3 clusters Score -455305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -455306.281250 Penalty: 4071.411621
	Iteration 32Q: 3 clusters Score -455306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -455306.125000 Penalty: 4071.411621
	Iteration 33Q: 3 clusters Score -455306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -455308.187500 Penalty: 4071.411621
	Iteration 34Q: 3 clusters Score -455308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -455309.500000 Penalty: 4071.411621
	Iteration 35Q: 3 clusters Score -455309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -455309.375000 Penalty: 4071.411621
	Iteration 36Q: 3 clusters Score -455309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -455309.375000 Penalty: 4071.411621
	Iteration 37F: 3 clusters Score -455309.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -695961.062500 Penalty: 2143.493896
	Iteration 0F: 2 clusters Score -695961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -691037.312500 Penalty: 4286.987793
	Iteration 0F: 3 clusters Score -691037.3 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -692255.125000 Penalty: 4286.987793
	Iteration 1F: 3 clusters Score -692255.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -692551.437500 Penalty: 4286.987793
	Iteration 2F: 3 clusters Score -692551.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -692840.125000 Penalty: 4286.987793
	Iteration 3F: 3 clusters Score -692840.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -693072.062500 Penalty: 4286.987793
	Iteration 4F: 3 clusters Score -693072.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -693259.000000 Penalty: 4286.987793
	Iteration 5Q: 3 clusters Score -693259 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -693425.500000 Penalty: 4286.987793
	Iteration 6Q: 3 clusters Score -693425.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -693558.750000 Penalty: 4286.987793
	Iteration 7Q: 3 clusters Score -693558.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -693689.187500 Penalty: 4286.987793
	Iteration 8Q: 3 clusters Score -693689.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -693794.375000 Penalty: 4286.987793
	Iteration 9Q: 3 clusters Score -693794.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -693893.812500 Penalty: 4286.987793
	Iteration 10Q: 3 clusters Score -693893.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -693978.375000 Penalty: 4286.987793
	Iteration 11Q: 3 clusters Score -693978.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -694048.312500 Penalty: 4286.987793
	Iteration 12Q: 3 clusters Score -694048.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -694089.187500 Penalty: 4286.987793
	Iteration 13Q: 3 clusters Score -694089.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -694124.562500 Penalty: 4286.987793
	Iteration 14Q: 3 clusters Score -694124.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -694154.687500 Penalty: 4286.987793
	Iteration 15Q: 3 clusters Score -694154.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -694178.562500 Penalty: 4286.987793
	Iteration 16Q: 3 clusters Score -694178.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -694208.750000 Penalty: 4286.987793
	Iteration 17Q: 3 clusters Score -694208.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -694241.312500 Penalty: 4286.987793
	Iteration 18Q: 3 clusters Score -694241.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -694266.875000 Penalty: 4286.987793
	Iteration 19Q: 3 clusters Score -694266.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -694297.812500 Penalty: 4286.987793
	Iteration 20F: 3 clusters Score -694297.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -694327.000000 Penalty: 4286.987793
	Iteration 21Q: 3 clusters Score -694327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -694355.500000 Penalty: 4286.987793
	Iteration 22Q: 3 clusters Score -694355.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -694377.562500 Penalty: 4286.987793
	Iteration 23Q: 3 clusters Score -694377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -694393.437500 Penalty: 4286.987793
	Iteration 24Q: 3 clusters Score -694393.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -694405.500000 Penalty: 4286.987793
	Iteration 25Q: 3 clusters Score -694405.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -694422.562500 Penalty: 4286.987793
	Iteration 26Q: 3 clusters Score -694422.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -694434.937500 Penalty: 4286.987793
	Iteration 27Q: 3 clusters Score -694434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -694441.500000 Penalty: 4286.987793
	Iteration 28Q: 3 clusters Score -694441.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -694446.750000 Penalty: 4286.987793
	Iteration 29Q: 3 clusters Score -694446.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -694454.375000 Penalty: 4286.987793
	Iteration 30Q: 3 clusters Score -694454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -694463.937500 Penalty: 4286.987793
	Iteration 31Q: 3 clusters Score -694463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -694471.000000 Penalty: 4286.987793
	Iteration 32Q: 3 clusters Score -694471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -694479.500000 Penalty: 4286.987793
	Iteration 33Q: 3 clusters Score -694479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -694484.000000 Penalty: 4286.987793
	Iteration 34Q: 3 clusters Score -694484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -694488.500000 Penalty: 4286.987793
	Iteration 35Q: 3 clusters Score -694488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -694491.375000 Penalty: 4286.987793
	Iteration 36Q: 3 clusters Score -694491.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -694498.062500 Penalty: 4286.987793
	Iteration 37Q: 3 clusters Score -694498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -694505.375000 Penalty: 4286.987793
	Iteration 38Q: 3 clusters Score -694505.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -694518.437500 Penalty: 4286.987793
	Iteration 39Q: 3 clusters Score -694518.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -694532.000000 Penalty: 4286.987793
	Iteration 40F: 3 clusters Score -694532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -694547.062500 Penalty: 4286.987793
	Iteration 41Q: 3 clusters Score -694547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -694553.562500 Penalty: 4286.987793
	Iteration 42Q: 3 clusters Score -694553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -694564.000000 Penalty: 4286.987793
	Iteration 43Q: 3 clusters Score -694564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -694569.062500 Penalty: 4286.987793
	Iteration 44Q: 3 clusters Score -694569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -694573.000000 Penalty: 4286.987793
	Iteration 45Q: 3 clusters Score -694573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -694573.312500 Penalty: 4286.987793
	Iteration 46Q: 3 clusters Score -694573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -694574.937500 Penalty: 4286.987793
	Iteration 47Q: 3 clusters Score -694574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -694575.562500 Penalty: 4286.987793
	Iteration 48Q: 3 clusters Score -694575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -694577.937500 Penalty: 4286.987793
	Iteration 49Q: 3 clusters Score -694577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -694582.687500 Penalty: 4286.987793
	Iteration 50Q: 3 clusters Score -694582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -694581.312500 Penalty: 4286.987793
	Iteration 51Q: 3 clusters Score -694581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -694588.375000 Penalty: 4286.987793
	Iteration 52Q: 3 clusters Score -694588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -694591.562500 Penalty: 4286.987793
	Iteration 53Q: 3 clusters Score -694591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -694591.500000 Penalty: 4286.987793
	Iteration 54Q: 3 clusters Score -694591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -694591.500000 Penalty: 4286.987793
	Iteration 55F: 3 clusters Score -694591.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Entering Unmasked Estep 
Score: -1729902.125000 Penalty: 2354.534424
	Iteration 0F: 2 clusters Score -1729902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1720212.625000 Penalty: 4709.068848
	Iteration 0F: 3 clusters Score -1720213 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1723219.500000 Penalty: 4709.068848
	Iteration 1F: 3 clusters Score -1723220 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1723538.625000 Penalty: 4709.068848
	Iteration 2F: 3 clusters Score -1723539 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1723736.375000 Penalty: 4709.068848
	Iteration 3Q: 3 clusters Score -1723736 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1723894.125000 Penalty: 4709.068848
	Iteration 4Q: 3 clusters Score -1723894 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1724025.000000 Penalty: 4709.068848
	Iteration 5Q: 3 clusters Score -1724025 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1724168.000000 Penalty: 4709.068848
	Iteration 6Q: 3 clusters Score -1724168 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1724322.125000 Penalty: 4709.068848
	Iteration 7Q: 3 clusters Score -1724322 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1724507.250000 Penalty: 4709.068848
	Iteration 8Q: 3 clusters Score -1724507 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1724730.500000 Penalty: 4709.068848
	Iteration 9Q: 3 clusters Score -1724730 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1724991.750000 Penalty: 4709.068848
	Iteration 10Q: 3 clusters Score -1724992 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1725374.625000 Penalty: 4709.068848
	Iteration 11Q: 3 clusters Score -1725375 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1725821.375000 Penalty: 4709.068848
	Iteration 12Q: 3 clusters Score -1725821 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1726298.375000 Penalty: 4709.068848
	Iteration 13Q: 3 clusters Score -1726298 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1726766.125000 Penalty: 4709.068848
	Iteration 14Q: 3 clusters Score -1726766 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1727154.500000 Penalty: 4709.068848
	Iteration 15Q: 3 clusters Score -1727154 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1727419.500000 Penalty: 4709.068848
	Iteration 16Q: 3 clusters Score -1727420 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1727563.625000 Penalty: 4709.068848
	Iteration 17Q: 3 clusters Score -1727564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1727652.000000 Penalty: 4709.068848
	Iteration 18Q: 3 clusters Score -1727652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1727700.000000 Penalty: 4709.068848
	Iteration 19Q: 3 clusters Score -1727700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1727745.375000 Penalty: 4709.068848
	Iteration 20F: 3 clusters Score -1727745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1727776.875000 Penalty: 4709.068848
	Iteration 21Q: 3 clusters Score -1727777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1727797.000000 Penalty: 4709.068848
	Iteration 22Q: 3 clusters Score -1727797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1727825.500000 Penalty: 4709.068848
	Iteration 23Q: 3 clusters Score -1727826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1727834.000000 Penalty: 4709.068848
	Iteration 24Q: 3 clusters Score -1727834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1727843.875000 Penalty: 4709.068848
	Iteration 25Q: 3 clusters Score -1727844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1727854.000000 Penalty: 4709.068848
	Iteration 26Q: 3 clusters Score -1727854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1727862.125000 Penalty: 4709.068848
	Iteration 27Q: 3 clusters Score -1727862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1727877.125000 Penalty: 4709.068848
	Iteration 28Q: 3 clusters Score -1727877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1727886.750000 Penalty: 4709.068848
	Iteration 29Q: 3 clusters Score -1727887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1727893.250000 Penalty: 4709.068848
	Iteration 30Q: 3 clusters Score -1727893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1727895.125000 Penalty: 4709.068848
	Iteration 31Q: 3 clusters Score -1727895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1727897.250000 Penalty: 4709.068848
	Iteration 32Q: 3 clusters Score -1727897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1727899.375000 Penalty: 4709.068848
	Iteration 33Q: 3 clusters Score -1727899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1727898.500000 Penalty: 4709.068848
	Iteration 34Q: 3 clusters Score -1727898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1727901.000000 Penalty: 4709.068848
	Iteration 35Q: 3 clusters Score -1727901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1727903.750000 Penalty: 4709.068848
	Iteration 36Q: 3 clusters Score -1727904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1727909.375000 Penalty: 4709.068848
	Iteration 37Q: 3 clusters Score -1727909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1727908.750000 Penalty: 4709.068848
	Iteration 38Q: 3 clusters Score -1727909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1727913.000000 Penalty: 4709.068848
	Iteration 39Q: 3 clusters Score -1727913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1727916.250000 Penalty: 4709.068848
	Iteration 40F: 3 clusters Score -1727916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1727914.750000 Penalty: 4709.068848
	Iteration 41Q: 3 clusters Score -1727915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1727919.875000 Penalty: 4709.068848
	Iteration 42Q: 3 clusters Score -1727920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1727923.500000 Penalty: 4709.068848
	Iteration 43Q: 3 clusters Score -1727924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1727922.125000 Penalty: 4709.068848
	Iteration 44Q: 3 clusters Score -1727922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1727927.625000 Penalty: 4709.068848
	Iteration 45Q: 3 clusters Score -1727928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1727929.625000 Penalty: 4709.068848
	Iteration 46Q: 3 clusters Score -1727930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1727931.750000 Penalty: 4709.068848
	Iteration 47Q: 3 clusters Score -1727932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1727937.125000 Penalty: 4709.068848
	Iteration 48Q: 3 clusters Score -1727937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1727936.125000 Penalty: 4709.068848
	Iteration 49Q: 3 clusters Score -1727936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1727937.125000 Penalty: 4709.068848
	Iteration 50Q: 3 clusters Score -1727937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1727937.750000 Penalty: 4709.068848
	Iteration 51Q: 3 clusters Score -1727938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1727937.000000 Penalty: 4709.068848
	Iteration 52Q: 3 clusters Score -1727937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1727937.875000 Penalty: 4709.068848
	Iteration 53Q: 3 clusters Score -1727938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1727938.500000 Penalty: 4709.068848
	Iteration 54Q: 3 clusters Score -1727938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1727938.750000 Penalty: 4709.068848
	Iteration 55Q: 3 clusters Score -1727939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1727939.500000 Penalty: 4709.068848
	Iteration 56Q: 3 clusters Score -1727940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1727939.500000 Penalty: 4709.068848
	Iteration 57F: 3 clusters Score -1727940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95195.578125 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95195.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93442.320312 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93442.32 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93747.546875 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93747.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93916.789062 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -93916.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94015.976562 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -94015.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94112.234375 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -94112.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94190.617188 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -94190.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94261.460938 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -94261.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94305.882812 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -94305.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94360.054688 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -94360.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -94432.164062 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -94432.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94488.625000 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -94488.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94587.109375 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -94587.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94724.757812 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -94724.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94899.695312 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -94899.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95070.992188 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -95070.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95138.898438 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -95138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95180.203125 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -95180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95211.257812 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -95211.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95259.320312 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -95259.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95324.710938 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -95324.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95345.546875 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -95345.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -95347.976562 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -95347.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95350.460938 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -95350.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -95350.460938 Penalty: 3331.430908
	Iteration 23F: 3 clusters Score -95350.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178406 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 12365 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 171581 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 69740 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 215342 members 
Mstep: Class 18 contains 475 members 
Entering Unmasked Estep 
Score: -98289624.000000 Penalty: 60574.269531
Splitting cluster 16 changes total score from -98291032.000000 to -98289624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (215342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215342 members 
Entering Unmasked Estep 
Score: -27532680.000000 Penalty: 3045.435791
	Iteration 0F: 2 clusters Score -2.753268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -27397088.000000 Penalty: 6090.871582
	Iteration 0F: 3 clusters Score -2.739709e+07 nChanged 103500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 108748 members 
Entering Unmasked Estep 
Score: -27457616.000000 Penalty: 6090.871582
	Iteration 1F: 3 clusters Score -2.745762e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -27458760.000000 Penalty: 6090.871582
	Iteration 2Q: 3 clusters Score -2.745876e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -27460582.000000 Penalty: 6090.871582
	Iteration 3Q: 3 clusters Score -2.746058e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -27462768.000000 Penalty: 6090.871582
	Iteration 4Q: 3 clusters Score -2.746277e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -27467086.000000 Penalty: 6090.871582
	Iteration 5Q: 3 clusters Score -2.746709e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -27474810.000000 Penalty: 6090.871582
	Iteration 6F: 3 clusters Score -2.747481e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -27487026.000000 Penalty: 6090.871582
	Iteration 7F: 3 clusters Score -2.748703e+07 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 116552 members 
Entering Unmasked Estep 
Score: -27499390.000000 Penalty: 6090.871582
	Iteration 8F: 3 clusters Score -2.749939e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 118352 members 
Entering Unmasked Estep 
Score: -27505620.000000 Penalty: 6090.871582
	Iteration 9F: 3 clusters Score -2.750562e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 119933 members 
Entering Unmasked Estep 
Score: -27507566.000000 Penalty: 6090.871582
	Iteration 10Q: 3 clusters Score -2.750757e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -27508836.000000 Penalty: 6090.871582
	Iteration 11Q: 3 clusters Score -2.750884e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -27509924.000000 Penalty: 6090.871582
	Iteration 12Q: 3 clusters Score -2.750992e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 125748 members 
Entering Unmasked Estep 
Score: -27511236.000000 Penalty: 6090.871582
	Iteration 13Q: 3 clusters Score -2.751124e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 128139 members 
Entering Unmasked Estep 
Score: -27512382.000000 Penalty: 6090.871582
	Iteration 14Q: 3 clusters Score -2.751238e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 130825 members 
Entering Unmasked Estep 
Score: -27513946.000000 Penalty: 6090.871582
	Iteration 15Q: 3 clusters Score -2.751395e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 133744 members 
Entering Unmasked Estep 
Score: -27515678.000000 Penalty: 6090.871582
	Iteration 16Q: 3 clusters Score -2.751568e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -27517460.000000 Penalty: 6090.871582
	Iteration 17Q: 3 clusters Score -2.751746e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Mstep: Class 2 contains 139730 members 
Entering Unmasked Estep 
Score: -27519134.000000 Penalty: 6090.871582
	Iteration 18Q: 3 clusters Score -2.751913e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 142710 members 
Entering Unmasked Estep 
Score: -27520686.000000 Penalty: 6090.871582
	Iteration 19Q: 3 clusters Score -2.752069e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 145662 members 
Entering Unmasked Estep 
Score: -27522246.000000 Penalty: 6090.871582
	Iteration 20F: 3 clusters Score -2.752225e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -27523370.000000 Penalty: 6090.871582
	Iteration 21Q: 3 clusters Score -2.752337e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 151238 members 
Entering Unmasked Estep 
Score: -27524598.000000 Penalty: 6090.871582
	Iteration 22Q: 3 clusters Score -2.75246e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 153978 members 
Entering Unmasked Estep 
Score: -27525820.000000 Penalty: 6090.871582
	Iteration 23Q: 3 clusters Score -2.752582e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -27526854.000000 Penalty: 6090.871582
	Iteration 24Q: 3 clusters Score -2.752685e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -27527682.000000 Penalty: 6090.871582
	Iteration 25Q: 3 clusters Score -2.752768e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -27528202.000000 Penalty: 6090.871582
	Iteration 26Q: 3 clusters Score -2.75282e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -27528610.000000 Penalty: 6090.871582
	Iteration 27Q: 3 clusters Score -2.752861e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 165616 members 
Entering Unmasked Estep 
Score: -27528982.000000 Penalty: 6090.871582
	Iteration 28Q: 3 clusters Score -2.752898e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 167538 members 
Entering Unmasked Estep 
Score: -27529274.000000 Penalty: 6090.871582
	Iteration 29Q: 3 clusters Score -2.752927e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -27529666.000000 Penalty: 6090.871582
	Iteration 30Q: 3 clusters Score -2.752967e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -27530082.000000 Penalty: 6090.871582
	Iteration 31Q: 3 clusters Score -2.753008e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 173178 members 
Entering Unmasked Estep 
Score: -27530486.000000 Penalty: 6090.871582
	Iteration 32Q: 3 clusters Score -2.753049e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -27530746.000000 Penalty: 6090.871582
	Iteration 33Q: 3 clusters Score -2.753075e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 176633 members 
Entering Unmasked Estep 
Score: -27530982.000000 Penalty: 6090.871582
	Iteration 34Q: 3 clusters Score -2.753098e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 178218 members 
Entering Unmasked Estep 
Score: -27531268.000000 Penalty: 6090.871582
	Iteration 35Q: 3 clusters Score -2.753127e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 179763 members 
Entering Unmasked Estep 
Score: -27531330.000000 Penalty: 6090.871582
	Iteration 36Q: 3 clusters Score -2.753133e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 181278 members 
Entering Unmasked Estep 
Score: -27531490.000000 Penalty: 6090.871582
	Iteration 37Q: 3 clusters Score -2.753149e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 182758 members 
Entering Unmasked Estep 
Score: -27531560.000000 Penalty: 6090.871582
	Iteration 38Q: 3 clusters Score -2.753156e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 184120 members 
Entering Unmasked Estep 
Score: -27531698.000000 Penalty: 6090.871582
	Iteration 39Q: 3 clusters Score -2.75317e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 185429 members 
Entering Unmasked Estep 
Score: -27531792.000000 Penalty: 6090.871582
	Iteration 40F: 3 clusters Score -2.753179e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 186698 members 
Entering Unmasked Estep 
Score: -27531878.000000 Penalty: 6090.871582
	Iteration 41Q: 3 clusters Score -2.753188e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 187891 members 
Entering Unmasked Estep 
Score: -27531920.000000 Penalty: 6090.871582
	Iteration 42Q: 3 clusters Score -2.753192e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 189029 members 
Entering Unmasked Estep 
Score: -27532006.000000 Penalty: 6090.871582
	Iteration 43Q: 3 clusters Score -2.753201e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 190154 members 
Entering Unmasked Estep 
Score: -27532044.000000 Penalty: 6090.871582
	Iteration 44Q: 3 clusters Score -2.753204e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 191260 members 
Entering Unmasked Estep 
Score: -27532056.000000 Penalty: 6090.871582
	Iteration 45Q: 3 clusters Score -2.753206e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 192293 members 
Entering Unmasked Estep 
Score: -27532032.000000 Penalty: 6090.871582
	Iteration 46Q: 3 clusters Score -2.753203e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -27532130.000000 Penalty: 6090.871582
	Iteration 47Q: 3 clusters Score -2.753213e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 194124 members 
Entering Unmasked Estep 
Score: -27532100.000000 Penalty: 6090.871582
	Iteration 48Q: 3 clusters Score -2.75321e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 194910 members 
Entering Unmasked Estep 
Score: -27532052.000000 Penalty: 6090.871582
	Iteration 49Q: 3 clusters Score -2.753205e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 195697 members 
Entering Unmasked Estep 
Score: -27532070.000000 Penalty: 6090.871582
	Iteration 50Q: 3 clusters Score -2.753207e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 196453 members 
Entering Unmasked Estep 
Score: -27532086.000000 Penalty: 6090.871582
	Iteration 51Q: 3 clusters Score -2.753209e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 197146 members 
Entering Unmasked Estep 
Score: -27532102.000000 Penalty: 6090.871582
	Iteration 52Q: 3 clusters Score -2.75321e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 197838 members 
Entering Unmasked Estep 
Score: -27532098.000000 Penalty: 6090.871582
	Iteration 53Q: 3 clusters Score -2.75321e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 198473 members 
Entering Unmasked Estep 
Score: -27532078.000000 Penalty: 6090.871582
	Iteration 54Q: 3 clusters Score -2.753208e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 199104 members 
Entering Unmasked Estep 
Score: -27532054.000000 Penalty: 6090.871582
	Iteration 55Q: 3 clusters Score -2.753205e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 199736 members 
Entering Unmasked Estep 
Score: -27532004.000000 Penalty: 6090.871582
	Iteration 56Q: 3 clusters Score -2.7532e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 200332 members 
Entering Unmasked Estep 
Score: -27532088.000000 Penalty: 6090.871582
	Iteration 57Q: 3 clusters Score -2.753209e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 200892 members 
Entering Unmasked Estep 
Score: -27532152.000000 Penalty: 6090.871582
	Iteration 58Q: 3 clusters Score -2.753215e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 201446 members 
Entering Unmasked Estep 
Score: -27532266.000000 Penalty: 6090.871582
	Iteration 59Q: 3 clusters Score -2.753227e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 201946 members 
Entering Unmasked Estep 
Score: -27532216.000000 Penalty: 6090.871582
	Iteration 60F: 3 clusters Score -2.753222e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 202426 members 
Entering Unmasked Estep 
Score: -27532144.000000 Penalty: 6090.871582
	Iteration 61Q: 3 clusters Score -2.753214e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 202891 members 
Entering Unmasked Estep 
Score: -27532074.000000 Penalty: 6090.871582
	Iteration 62Q: 3 clusters Score -2.753207e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 203339 members 
Entering Unmasked Estep 
Score: -27532104.000000 Penalty: 6090.871582
	Iteration 63Q: 3 clusters Score -2.75321e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 203747 members 
Entering Unmasked Estep 
Score: -27532082.000000 Penalty: 6090.871582
	Iteration 64Q: 3 clusters Score -2.753208e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 204119 members 
Entering Unmasked Estep 
Score: -27532062.000000 Penalty: 6090.871582
	Iteration 65Q: 3 clusters Score -2.753206e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 204470 members 
Entering Unmasked Estep 
Score: -27531984.000000 Penalty: 6090.871582
	Iteration 66Q: 3 clusters Score -2.753198e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 204785 members 
Entering Unmasked Estep 
Score: -27531962.000000 Penalty: 6090.871582
	Iteration 67Q: 3 clusters Score -2.753196e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 205103 members 
Entering Unmasked Estep 
Score: -27531910.000000 Penalty: 6090.871582
	Iteration 68Q: 3 clusters Score -2.753191e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 205408 members 
Entering Unmasked Estep 
Score: -27531848.000000 Penalty: 6090.871582
	Iteration 69Q: 3 clusters Score -2.753185e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 205713 members 
Entering Unmasked Estep 
Score: -27531782.000000 Penalty: 6090.871582
	Iteration 70Q: 3 clusters Score -2.753178e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 205995 members 
Entering Unmasked Estep 
Score: -27531728.000000 Penalty: 6090.871582
	Iteration 71Q: 3 clusters Score -2.753173e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 206270 members 
Entering Unmasked Estep 
Score: -27531732.000000 Penalty: 6090.871582
	Iteration 72Q: 3 clusters Score -2.753173e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 206556 members 
Entering Unmasked Estep 
Score: -27531728.000000 Penalty: 6090.871582
	Iteration 73Q: 3 clusters Score -2.753173e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 206819 members 
Entering Unmasked Estep 
Score: -27531714.000000 Penalty: 6090.871582
	Iteration 74Q: 3 clusters Score -2.753171e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 207058 members 
Entering Unmasked Estep 
Score: -27531640.000000 Penalty: 6090.871582
	Iteration 75Q: 3 clusters Score -2.753164e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 207307 members 
Entering Unmasked Estep 
Score: -27531588.000000 Penalty: 6090.871582
	Iteration 76Q: 3 clusters Score -2.753159e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 207567 members 
Entering Unmasked Estep 
Score: -27531564.000000 Penalty: 6090.871582
	Iteration 77Q: 3 clusters Score -2.753156e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 207807 members 
Entering Unmasked Estep 
Score: -27531638.000000 Penalty: 6090.871582
	Iteration 78Q: 3 clusters Score -2.753164e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -27531644.000000 Penalty: 6090.871582
	Iteration 79Q: 3 clusters Score -2.753164e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 208237 members 
Entering Unmasked Estep 
Score: -27531564.000000 Penalty: 6090.871582
	Iteration 80F: 3 clusters Score -2.753156e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 208431 members 
Entering Unmasked Estep 
Score: -27531568.000000 Penalty: 6090.871582
	Iteration 81Q: 3 clusters Score -2.753157e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 208624 members 
Entering Unmasked Estep 
Score: -27531550.000000 Penalty: 6090.871582
	Iteration 82Q: 3 clusters Score -2.753155e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 208833 members 
Entering Unmasked Estep 
Score: -27531542.000000 Penalty: 6090.871582
	Iteration 83Q: 3 clusters Score -2.753154e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 209019 members 
Entering Unmasked Estep 
Score: -27531512.000000 Penalty: 6090.871582
	Iteration 84Q: 3 clusters Score -2.753151e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 209183 members 
Entering Unmasked Estep 
Score: -27531454.000000 Penalty: 6090.871582
	Iteration 85Q: 3 clusters Score -2.753145e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 209336 members 
Entering Unmasked Estep 
Score: -27531460.000000 Penalty: 6090.871582
	Iteration 86Q: 3 clusters Score -2.753146e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 209478 members 
Entering Unmasked Estep 
Score: -27531480.000000 Penalty: 6090.871582
	Iteration 87Q: 3 clusters Score -2.753148e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 209614 members 
Entering Unmasked Estep 
Score: -27531516.000000 Penalty: 6090.871582
	Iteration 88Q: 3 clusters Score -2.753152e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 209743 members 
Entering Unmasked Estep 
Score: -27531454.000000 Penalty: 6090.871582
	Iteration 89Q: 3 clusters Score -2.753145e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 209868 members 
Entering Unmasked Estep 
Score: -27531372.000000 Penalty: 6090.871582
	Iteration 90Q: 3 clusters Score -2.753137e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 209997 members 
Entering Unmasked Estep 
Score: -27531360.000000 Penalty: 6090.871582
	Iteration 91Q: 3 clusters Score -2.753136e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 210134 members 
Entering Unmasked Estep 
Score: -27531358.000000 Penalty: 6090.871582
	Iteration 92Q: 3 clusters Score -2.753136e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 210252 members 
Entering Unmasked Estep 
Score: -27531340.000000 Penalty: 6090.871582
	Iteration 93Q: 3 clusters Score -2.753134e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 210342 members 
Entering Unmasked Estep 
Score: -27531348.000000 Penalty: 6090.871582
	Iteration 94Q: 3 clusters Score -2.753135e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 210421 members 
Entering Unmasked Estep 
Score: -27531348.000000 Penalty: 6090.871582
	Iteration 95Q: 3 clusters Score -2.753135e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 210497 members 
Entering Unmasked Estep 
Score: -27531340.000000 Penalty: 6090.871582
	Iteration 96Q: 3 clusters Score -2.753134e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 210568 members 
Entering Unmasked Estep 
Score: -27531314.000000 Penalty: 6090.871582
	Iteration 97Q: 3 clusters Score -2.753131e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 210629 members 
Entering Unmasked Estep 
Score: -27531282.000000 Penalty: 6090.871582
	Iteration 98Q: 3 clusters Score -2.753128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 210683 members 
Entering Unmasked Estep 
Score: -27531286.000000 Penalty: 6090.871582
	Iteration 99Q: 3 clusters Score -2.753129e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 210740 members 
Entering Unmasked Estep 
Score: -27531294.000000 Penalty: 6090.871582
	Iteration 100F: 3 clusters Score -2.753129e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 210793 members 
Entering Unmasked Estep 
Score: -27531272.000000 Penalty: 6090.871582
	Iteration 101Q: 3 clusters Score -2.753127e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 210861 members 
Entering Unmasked Estep 
Score: -27531276.000000 Penalty: 6090.871582
	Iteration 102Q: 3 clusters Score -2.753128e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 210924 members 
Entering Unmasked Estep 
Score: -27531292.000000 Penalty: 6090.871582
	Iteration 103Q: 3 clusters Score -2.753129e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 210991 members 
Entering Unmasked Estep 
Score: -27531312.000000 Penalty: 6090.871582
	Iteration 104Q: 3 clusters Score -2.753131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 211058 members 
Entering Unmasked Estep 
Score: -27531338.000000 Penalty: 6090.871582
	Iteration 105Q: 3 clusters Score -2.753134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 211110 members 
Entering Unmasked Estep 
Score: -27531290.000000 Penalty: 6090.871582
	Iteration 106Q: 3 clusters Score -2.753129e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 211156 members 
Entering Unmasked Estep 
Score: -27531278.000000 Penalty: 6090.871582
	Iteration 107Q: 3 clusters Score -2.753128e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 211202 members 
Entering Unmasked Estep 
Score: -27531276.000000 Penalty: 6090.871582
	Iteration 108Q: 3 clusters Score -2.753128e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 211241 members 
Entering Unmasked Estep 
Score: -27531288.000000 Penalty: 6090.871582
	Iteration 109Q: 3 clusters Score -2.753129e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 211273 members 
Entering Unmasked Estep 
Score: -27531278.000000 Penalty: 6090.871582
	Iteration 110Q: 3 clusters Score -2.753128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 211301 members 
Entering Unmasked Estep 
Score: -27531222.000000 Penalty: 6090.871582
	Iteration 111Q: 3 clusters Score -2.753122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 211321 members 
Entering Unmasked Estep 
Score: -27531234.000000 Penalty: 6090.871582
	Iteration 112Q: 3 clusters Score -2.753123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 211341 members 
Entering Unmasked Estep 
Score: -27531238.000000 Penalty: 6090.871582
	Iteration 113Q: 3 clusters Score -2.753124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 211374 members 
Entering Unmasked Estep 
Score: -27531196.000000 Penalty: 6090.871582
	Iteration 114Q: 3 clusters Score -2.75312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 211401 members 
Entering Unmasked Estep 
Score: -27531192.000000 Penalty: 6090.871582
	Iteration 115Q: 3 clusters Score -2.753119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 211425 members 
Entering Unmasked Estep 
Score: -27531186.000000 Penalty: 6090.871582
	Iteration 116Q: 3 clusters Score -2.753119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 211453 members 
Entering Unmasked Estep 
Score: -27531168.000000 Penalty: 6090.871582
	Iteration 117Q: 3 clusters Score -2.753117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 211483 members 
Entering Unmasked Estep 
Score: -27531142.000000 Penalty: 6090.871582
	Iteration 118Q: 3 clusters Score -2.753114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 211518 members 
Entering Unmasked Estep 
Score: -27531178.000000 Penalty: 6090.871582
	Iteration 119Q: 3 clusters Score -2.753118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 211542 members 
Entering Unmasked Estep 
Score: -27531172.000000 Penalty: 6090.871582
	Iteration 120F: 3 clusters Score -2.753117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -27531144.000000 Penalty: 6090.871582
	Iteration 121Q: 3 clusters Score -2.753114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 211596 members 
Entering Unmasked Estep 
Score: -27531166.000000 Penalty: 6090.871582
	Iteration 122Q: 3 clusters Score -2.753117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 211625 members 
Entering Unmasked Estep 
Score: -27531148.000000 Penalty: 6090.871582
	Iteration 123Q: 3 clusters Score -2.753115e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 211655 members 
Entering Unmasked Estep 
Score: -27531148.000000 Penalty: 6090.871582
	Iteration 124Q: 3 clusters Score -2.753115e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 211687 members 
Entering Unmasked Estep 
Score: -27531122.000000 Penalty: 6090.871582
	Iteration 125Q: 3 clusters Score -2.753112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 211717 members 
Entering Unmasked Estep 
Score: -27531130.000000 Penalty: 6090.871582
	Iteration 126Q: 3 clusters Score -2.753113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 211754 members 
Entering Unmasked Estep 
Score: -27531118.000000 Penalty: 6090.871582
	Iteration 127Q: 3 clusters Score -2.753112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 211780 members 
Entering Unmasked Estep 
Score: -27531148.000000 Penalty: 6090.871582
	Iteration 128Q: 3 clusters Score -2.753115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 211797 members 
Entering Unmasked Estep 
Score: -27531126.000000 Penalty: 6090.871582
	Iteration 129Q: 3 clusters Score -2.753113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 211815 members 
Entering Unmasked Estep 
Score: -27531126.000000 Penalty: 6090.871582
	Iteration 130Q: 3 clusters Score -2.753113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 211834 members 
Entering Unmasked Estep 
Score: -27531116.000000 Penalty: 6090.871582
	Iteration 131Q: 3 clusters Score -2.753112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 211865 members 
Entering Unmasked Estep 
Score: -27531066.000000 Penalty: 6090.871582
	Iteration 132Q: 3 clusters Score -2.753107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 211896 members 
Entering Unmasked Estep 
Score: -27531072.000000 Penalty: 6090.871582
	Iteration 133Q: 3 clusters Score -2.753107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 211930 members 
Entering Unmasked Estep 
Score: -27531074.000000 Penalty: 6090.871582
	Iteration 134Q: 3 clusters Score -2.753107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 211969 members 
Entering Unmasked Estep 
Score: -27531056.000000 Penalty: 6090.871582
	Iteration 135Q: 3 clusters Score -2.753106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 212003 members 
Entering Unmasked Estep 
Score: -27531030.000000 Penalty: 6090.871582
	Iteration 136Q: 3 clusters Score -2.753103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 212036 members 
Entering Unmasked Estep 
Score: -27531010.000000 Penalty: 6090.871582
	Iteration 137Q: 3 clusters Score -2.753101e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -27530976.000000 Penalty: 6090.871582
	Iteration 138Q: 3 clusters Score -2.753098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 212103 members 
Entering Unmasked Estep 
Score: -27530980.000000 Penalty: 6090.871582
	Iteration 139Q: 3 clusters Score -2.753098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 212134 members 
Entering Unmasked Estep 
Score: -27530956.000000 Penalty: 6090.871582
	Iteration 140F: 3 clusters Score -2.753096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 212162 members 
Entering Unmasked Estep 
Score: -27530982.000000 Penalty: 6090.871582
	Iteration 141Q: 3 clusters Score -2.753098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 212182 members 
Entering Unmasked Estep 
Score: -27530962.000000 Penalty: 6090.871582
	Iteration 142Q: 3 clusters Score -2.753096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 212195 members 
Entering Unmasked Estep 
Score: -27530924.000000 Penalty: 6090.871582
	Iteration 143Q: 3 clusters Score -2.753092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 212207 members 
Entering Unmasked Estep 
Score: -27530922.000000 Penalty: 6090.871582
	Iteration 144Q: 3 clusters Score -2.753092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 212219 members 
Entering Unmasked Estep 
Score: -27530914.000000 Penalty: 6090.871582
	Iteration 145Q: 3 clusters Score -2.753091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 212235 members 
Entering Unmasked Estep 
Score: -27530936.000000 Penalty: 6090.871582
	Iteration 146Q: 3 clusters Score -2.753094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 212247 members 
Entering Unmasked Estep 
Score: -27530932.000000 Penalty: 6090.871582
	Iteration 147Q: 3 clusters Score -2.753093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 212261 members 
Entering Unmasked Estep 
Score: -27530912.000000 Penalty: 6090.871582
	Iteration 148Q: 3 clusters Score -2.753091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 212273 members 
Entering Unmasked Estep 
Score: -27530902.000000 Penalty: 6090.871582
	Iteration 149Q: 3 clusters Score -2.75309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 212286 members 
Entering Unmasked Estep 
Score: -27530910.000000 Penalty: 6090.871582
	Iteration 150Q: 3 clusters Score -2.753091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -27530910.000000 Penalty: 6090.871582
	Iteration 151Q: 3 clusters Score -2.753091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 212316 members 
Entering Unmasked Estep 
Score: -27530908.000000 Penalty: 6090.871582
	Iteration 152Q: 3 clusters Score -2.753091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 212328 members 
Entering Unmasked Estep 
Score: -27530902.000000 Penalty: 6090.871582
	Iteration 153Q: 3 clusters Score -2.75309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 212340 members 
Entering Unmasked Estep 
Score: -27530898.000000 Penalty: 6090.871582
	Iteration 154Q: 3 clusters Score -2.75309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 212353 members 
Entering Unmasked Estep 
Score: -27530908.000000 Penalty: 6090.871582
	Iteration 155Q: 3 clusters Score -2.753091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 212362 members 
Entering Unmasked Estep 
Score: -27530892.000000 Penalty: 6090.871582
	Iteration 156Q: 3 clusters Score -2.753089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 212373 members 
Entering Unmasked Estep 
Score: -27530876.000000 Penalty: 6090.871582
	Iteration 157Q: 3 clusters Score -2.753088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 212383 members 
Entering Unmasked Estep 
Score: -27530896.000000 Penalty: 6090.871582
	Iteration 158Q: 3 clusters Score -2.75309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 212394 members 
Entering Unmasked Estep 
Score: -27530892.000000 Penalty: 6090.871582
	Iteration 159Q: 3 clusters Score -2.753089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 212405 members 
Entering Unmasked Estep 
Score: -27530890.000000 Penalty: 6090.871582
	Iteration 160F: 3 clusters Score -2.753089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 212417 members 
Entering Unmasked Estep 
Score: -27530886.000000 Penalty: 6090.871582
	Iteration 161Q: 3 clusters Score -2.753089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 212426 members 
Entering Unmasked Estep 
Score: -27530862.000000 Penalty: 6090.871582
	Iteration 162Q: 3 clusters Score -2.753086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 212438 members 
Entering Unmasked Estep 
Score: -27530868.000000 Penalty: 6090.871582
	Iteration 163Q: 3 clusters Score -2.753087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 212447 members 
Entering Unmasked Estep 
Score: -27530866.000000 Penalty: 6090.871582
	Iteration 164Q: 3 clusters Score -2.753087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 212454 members 
Entering Unmasked Estep 
Score: -27530852.000000 Penalty: 6090.871582
	Iteration 165Q: 3 clusters Score -2.753085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 212460 members 
Entering Unmasked Estep 
Score: -27530868.000000 Penalty: 6090.871582
	Iteration 166Q: 3 clusters Score -2.753087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 212463 members 
Entering Unmasked Estep 
Score: -27530862.000000 Penalty: 6090.871582
	Iteration 167Q: 3 clusters Score -2.753086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 212465 members 
Entering Unmasked Estep 
Score: -27530862.000000 Penalty: 6090.871582
	Iteration 168Q: 3 clusters Score -2.753086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 212466 members 
Entering Unmasked Estep 
Score: -27530866.000000 Penalty: 6090.871582
	Iteration 169Q: 3 clusters Score -2.753087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 212467 members 
Entering Unmasked Estep 
Score: -27530872.000000 Penalty: 6090.871582
	Iteration 170Q: 3 clusters Score -2.753087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 212468 members 
Entering Unmasked Estep 
Score: -27530870.000000 Penalty: 6090.871582
	Iteration 171Q: 3 clusters Score -2.753087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 212469 members 
Entering Unmasked Estep 
Score: -27530874.000000 Penalty: 6090.871582
	Iteration 172Q: 3 clusters Score -2.753087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 212472 members 
Entering Unmasked Estep 
Score: -27530862.000000 Penalty: 6090.871582
	Iteration 173Q: 3 clusters Score -2.753086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 212476 members 
Entering Unmasked Estep 
Score: -27530854.000000 Penalty: 6090.871582
	Iteration 174Q: 3 clusters Score -2.753085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 212479 members 
Entering Unmasked Estep 
Score: -27530862.000000 Penalty: 6090.871582
	Iteration 175Q: 3 clusters Score -2.753086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 212482 members 
Entering Unmasked Estep 
Score: -27530876.000000 Penalty: 6090.871582
	Iteration 176Q: 3 clusters Score -2.753088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 212485 members 
Entering Unmasked Estep 
Score: -27530864.000000 Penalty: 6090.871582
	Iteration 177Q: 3 clusters Score -2.753086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 212489 members 
Entering Unmasked Estep 
Score: -27530878.000000 Penalty: 6090.871582
	Iteration 178Q: 3 clusters Score -2.753088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 212492 members 
Entering Unmasked Estep 
Score: -27530868.000000 Penalty: 6090.871582
	Iteration 179Q: 3 clusters Score -2.753087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 212493 members 
Entering Unmasked Estep 
Score: -27530866.000000 Penalty: 6090.871582
	Iteration 180F: 3 clusters Score -2.753087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 212494 members 
Entering Unmasked Estep 
Score: -27530876.000000 Penalty: 6090.871582
	Iteration 181Q: 3 clusters Score -2.753088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 212494 members 
Entering Unmasked Estep 
Score: -27530876.000000 Penalty: 6090.871582
	Iteration 182F: 3 clusters Score -2.753088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 23988 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178406 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 12365 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 171581 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 69740 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291120.000000 Penalty: 57209.031250
Iteration 119Q: 18 clusters Score -9.829112e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178455 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23637 members 
Mstep: Class 8 contains 12360 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 171537 members 
Mstep: Class 11 contains 46185 members 
Mstep: Class 12 contains 69751 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5676 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290992.000000 Penalty: 57209.031250
Iteration 120F: 18 clusters Score -9.829099e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 23984 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178488 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23638 members 
Mstep: Class 8 contains 12350 members 
Mstep: Class 9 contains 11339 members 
Mstep: Class 10 contains 171473 members 
Mstep: Class 11 contains 46187 members 
Mstep: Class 12 contains 69769 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5678 members 
Mstep: Class 15 contains 13268 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290896.000000 Penalty: 57209.031250
Iteration 121Q: 18 clusters Score -9.82909e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 23985 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178491 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23644 members 
Mstep: Class 8 contains 12347 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 171440 members 
Mstep: Class 11 contains 46189 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5681 members 
Mstep: Class 15 contains 13264 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291016.000000 Penalty: 57209.031250
Iteration 122Q: 18 clusters Score -9.829102e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 23984 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178477 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23645 members 
Mstep: Class 8 contains 12340 members 
Mstep: Class 9 contains 11334 members 
Mstep: Class 10 contains 171434 members 
Mstep: Class 11 contains 46200 members 
Mstep: Class 12 contains 69810 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 13260 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290976.000000 Penalty: 57209.031250
Iteration 123Q: 18 clusters Score -9.829098e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 3 contains 23984 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178466 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23646 members 
Mstep: Class 8 contains 12332 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 171421 members 
Mstep: Class 11 contains 46211 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291008.000000 Penalty: 57209.031250
Iteration 124Q: 18 clusters Score -9.829101e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 23986 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178465 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23650 members 
Mstep: Class 8 contains 12322 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 171401 members 
Mstep: Class 11 contains 46214 members 
Mstep: Class 12 contains 69848 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291024.000000 Penalty: 57209.031250
Iteration 125Q: 18 clusters Score -9.829102e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 23986 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178468 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23656 members 
Mstep: Class 8 contains 12313 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 171376 members 
Mstep: Class 11 contains 46216 members 
Mstep: Class 12 contains 69860 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291240.000000 Penalty: 57209.031250
Iteration 126Q: 18 clusters Score -9.829124e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3401 members 
Mstep: Class 3 contains 23984 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178461 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23658 members 
Mstep: Class 8 contains 12303 members 
Mstep: Class 9 contains 11338 members 
Mstep: Class 10 contains 171354 members 
Mstep: Class 11 contains 46220 members 
Mstep: Class 12 contains 69872 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291152.000000 Penalty: 57209.031250
Iteration 127Q: 18 clusters Score -9.829115e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3395 members 
Mstep: Class 3 contains 23979 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178460 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23662 members 
Mstep: Class 8 contains 12292 members 
Mstep: Class 9 contains 11339 members 
Mstep: Class 10 contains 171337 members 
Mstep: Class 11 contains 46227 members 
Mstep: Class 12 contains 69885 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5683 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291192.000000 Penalty: 57209.031250
Iteration 128Q: 18 clusters Score -9.829119e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 23977 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178461 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23666 members 
Mstep: Class 8 contains 12287 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 10 contains 171329 members 
Mstep: Class 11 contains 46226 members 
Mstep: Class 12 contains 69893 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5686 members 
Mstep: Class 15 contains 13245 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291176.000000 Penalty: 57209.031250
Iteration 129Q: 18 clusters Score -9.829118e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3381 members 
Mstep: Class 3 contains 23976 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178473 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23673 members 
Mstep: Class 8 contains 12272 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 10 contains 171314 members 
Mstep: Class 11 contains 46229 members 
Mstep: Class 12 contains 69900 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5692 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291056.000000 Penalty: 57209.031250
Iteration 130Q: 18 clusters Score -9.829106e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 23968 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178495 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23675 members 
Mstep: Class 8 contains 12260 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 10 contains 171301 members 
Mstep: Class 11 contains 46232 members 
Mstep: Class 12 contains 69905 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5701 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291176.000000 Penalty: 57209.031250
Iteration 131Q: 18 clusters Score -9.829118e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 23965 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178505 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23677 members 
Mstep: Class 8 contains 12256 members 
Mstep: Class 9 contains 11341 members 
Mstep: Class 10 contains 171289 members 
Mstep: Class 11 contains 46238 members 
Mstep: Class 12 contains 69907 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5715 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291344.000000 Penalty: 57209.031250
Iteration 132Q: 18 clusters Score -9.829134e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 23965 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178491 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23685 members 
Mstep: Class 8 contains 12250 members 
Mstep: Class 9 contains 11341 members 
Mstep: Class 10 contains 171295 members 
Mstep: Class 11 contains 46246 members 
Mstep: Class 12 contains 69907 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5726 members 
Mstep: Class 15 contains 13242 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291304.000000 Penalty: 57209.031250
Iteration 133Q: 18 clusters Score -9.82913e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3363 members 
Mstep: Class 3 contains 23963 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178501 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23683 members 
Mstep: Class 8 contains 12246 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 171283 members 
Mstep: Class 11 contains 46248 members 
Mstep: Class 12 contains 69906 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291288.000000 Penalty: 57209.031250
Iteration 134Q: 18 clusters Score -9.829129e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3363 members 
Mstep: Class 3 contains 23963 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178481 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23683 members 
Mstep: Class 8 contains 12242 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 171281 members 
Mstep: Class 11 contains 46252 members 
Mstep: Class 12 contains 69907 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291328.000000 Penalty: 57209.031250
Iteration 135Q: 18 clusters Score -9.829133e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3360 members 
Mstep: Class 3 contains 23966 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178475 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23682 members 
Mstep: Class 8 contains 12234 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 171267 members 
Mstep: Class 11 contains 46259 members 
Mstep: Class 12 contains 69911 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291288.000000 Penalty: 57209.031250
Iteration 136Q: 18 clusters Score -9.829129e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 23962 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178459 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23685 members 
Mstep: Class 8 contains 12227 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 171266 members 
Mstep: Class 11 contains 46259 members 
Mstep: Class 12 contains 69915 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291312.000000 Penalty: 57209.031250
Iteration 137Q: 18 clusters Score -9.829131e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 23956 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178451 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23689 members 
Mstep: Class 8 contains 12217 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171272 members 
Mstep: Class 11 contains 46260 members 
Mstep: Class 12 contains 69913 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5780 members 
Mstep: Class 15 contains 13242 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291344.000000 Penalty: 57209.031250
Iteration 138Q: 18 clusters Score -9.829134e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3352 members 
Mstep: Class 3 contains 23948 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178460 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23692 members 
Mstep: Class 8 contains 12212 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171268 members 
Mstep: Class 11 contains 46265 members 
Mstep: Class 12 contains 69915 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5788 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291352.000000 Penalty: 57209.031250
Iteration 139Q: 18 clusters Score -9.829135e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 23944 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178475 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23696 members 
Mstep: Class 8 contains 12208 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 171265 members 
Mstep: Class 11 contains 46263 members 
Mstep: Class 12 contains 69916 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5797 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291312.000000 Penalty: 57209.031250
Iteration 140F: 18 clusters Score -9.829131e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 23944 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178478 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23702 members 
Mstep: Class 8 contains 12205 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171262 members 
Mstep: Class 11 contains 46267 members 
Mstep: Class 12 contains 69917 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291344.000000 Penalty: 57209.031250
Iteration 141Q: 18 clusters Score -9.829134e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 23941 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178481 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23708 members 
Mstep: Class 8 contains 12202 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171260 members 
Mstep: Class 11 contains 46263 members 
Mstep: Class 12 contains 69917 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291464.000000 Penalty: 57209.031250
Iteration 142Q: 18 clusters Score -9.829146e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 23935 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178475 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23708 members 
Mstep: Class 8 contains 12200 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171277 members 
Mstep: Class 11 contains 46261 members 
Mstep: Class 12 contains 69918 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5814 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291528.000000 Penalty: 57209.031250
Iteration 143Q: 18 clusters Score -9.829153e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3325 members 
Mstep: Class 3 contains 23932 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178475 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 12194 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171292 members 
Mstep: Class 11 contains 46261 members 
Mstep: Class 12 contains 69917 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5820 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291496.000000 Penalty: 57209.031250
Iteration 144Q: 18 clusters Score -9.82915e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3322 members 
Mstep: Class 3 contains 23933 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178469 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23709 members 
Mstep: Class 8 contains 12190 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171305 members 
Mstep: Class 11 contains 46262 members 
Mstep: Class 12 contains 69918 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5824 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291448.000000 Penalty: 57209.031250
Iteration 145Q: 18 clusters Score -9.829145e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 23933 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178464 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 12186 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171310 members 
Mstep: Class 11 contains 46264 members 
Mstep: Class 12 contains 69923 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291456.000000 Penalty: 57209.031250
Iteration 146Q: 18 clusters Score -9.829146e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 23932 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178466 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23716 members 
Mstep: Class 8 contains 12180 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171312 members 
Mstep: Class 11 contains 46265 members 
Mstep: Class 12 contains 69931 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 5832 members 
Mstep: Class 15 contains 13213 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291520.000000 Penalty: 57209.031250
Iteration 147Q: 18 clusters Score -9.829152e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 23930 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178469 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23721 members 
Mstep: Class 8 contains 12172 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171311 members 
Mstep: Class 11 contains 46268 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5835 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291464.000000 Penalty: 57209.031250
Iteration 148Q: 18 clusters Score -9.829146e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 23929 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178480 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23722 members 
Mstep: Class 8 contains 12163 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171310 members 
Mstep: Class 11 contains 46270 members 
Mstep: Class 12 contains 69940 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 13211 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291400.000000 Penalty: 57209.031250
Iteration 149Q: 18 clusters Score -9.82914e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178488 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23722 members 
Mstep: Class 8 contains 12158 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 171308 members 
Mstep: Class 11 contains 46269 members 
Mstep: Class 12 contains 69941 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291368.000000 Penalty: 57209.031250
Iteration 150Q: 18 clusters Score -9.829137e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 23925 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178505 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23722 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 171305 members 
Mstep: Class 11 contains 46269 members 
Mstep: Class 12 contains 69941 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291456.000000 Penalty: 57209.031250
Iteration 151Q: 18 clusters Score -9.829146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 23925 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178522 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23726 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 171295 members 
Mstep: Class 11 contains 46270 members 
Mstep: Class 12 contains 69939 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291416.000000 Penalty: 57209.031250
Iteration 152Q: 18 clusters Score -9.829142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178529 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23731 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 171289 members 
Mstep: Class 11 contains 46268 members 
Mstep: Class 12 contains 69939 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291464.000000 Penalty: 57209.031250
Iteration 153Q: 18 clusters Score -9.829146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3286 members 
Mstep: Class 3 contains 23926 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178549 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23731 members 
Mstep: Class 8 contains 12141 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 171272 members 
Mstep: Class 11 contains 46267 members 
Mstep: Class 12 contains 69939 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291456.000000 Penalty: 57209.031250
Iteration 154Q: 18 clusters Score -9.829146e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 23922 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178557 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23735 members 
Mstep: Class 8 contains 12141 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171270 members 
Mstep: Class 11 contains 46265 members 
Mstep: Class 12 contains 69940 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291528.000000 Penalty: 57209.031250
Iteration 155Q: 18 clusters Score -9.829153e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 23917 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178557 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23739 members 
Mstep: Class 8 contains 12141 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171270 members 
Mstep: Class 11 contains 46268 members 
Mstep: Class 12 contains 69943 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291616.000000 Penalty: 57209.031250
Iteration 156Q: 18 clusters Score -9.829162e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3273 members 
Mstep: Class 3 contains 23913 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178564 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23738 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171277 members 
Mstep: Class 11 contains 46268 members 
Mstep: Class 12 contains 69946 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291600.000000 Penalty: 57209.031250
Iteration 157Q: 18 clusters Score -9.82916e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178573 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23740 members 
Mstep: Class 8 contains 12143 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171276 members 
Mstep: Class 11 contains 46270 members 
Mstep: Class 12 contains 69946 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291520.000000 Penalty: 57209.031250
Iteration 158Q: 18 clusters Score -9.829152e+07 nChanged 42
Entering ConstructFrom: 
Score: -98291520.000000 Penalty: 57209.031250
Entering ConstructFrom: 
Trying to split cluster 1 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -81940.625000 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -81940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80253.062500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80253.06 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80745.078125 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -80745.08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81043.539062 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81043.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81220.390625 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -81220.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81367.953125 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -81367.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81555.031250 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -81555.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81721.140625 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -81721.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81891.929688 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -81891.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81932.812500 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -81932.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81947.414062 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -81947.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81963.476562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -81963.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81970.992188 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -81970.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81974.929688 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -81974.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81974.929688 Penalty: 3306.810547
	Iteration 13F: 3 clusters Score -81974.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178584 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23742 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171267 members 
Mstep: Class 11 contains 46272 members 
Mstep: Class 12 contains 69947 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215431 members 
Mstep: Class 18 contains 403 members 
Entering Unmasked Estep 
Score: -98289888.000000 Penalty: 60574.269531
Splitting cluster 1 changes total score from -98291520.000000 to -98289888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -432858.093750 Penalty: 2006.875366
	Iteration 0F: 2 clusters Score -432858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -429418.218750 Penalty: 4013.750732
	Iteration 0F: 3 clusters Score -429418.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -430128.531250 Penalty: 4013.750732
	Iteration 1F: 3 clusters Score -430128.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -430278.375000 Penalty: 4013.750732
	Iteration 2F: 3 clusters Score -430278.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -430365.156250 Penalty: 4013.750732
	Iteration 3Q: 3 clusters Score -430365.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -430414.875000 Penalty: 4013.750732
	Iteration 4Q: 3 clusters Score -430414.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -430447.625000 Penalty: 4013.750732
	Iteration 5Q: 3 clusters Score -430447.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -430470.218750 Penalty: 4013.750732
	Iteration 6Q: 3 clusters Score -430470.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -430485.718750 Penalty: 4013.750732
	Iteration 7Q: 3 clusters Score -430485.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -430497.250000 Penalty: 4013.750732
	Iteration 8Q: 3 clusters Score -430497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -430509.156250 Penalty: 4013.750732
	Iteration 9Q: 3 clusters Score -430509.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -430519.343750 Penalty: 4013.750732
	Iteration 10Q: 3 clusters Score -430519.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -430525.468750 Penalty: 4013.750732
	Iteration 11Q: 3 clusters Score -430525.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -430531.343750 Penalty: 4013.750732
	Iteration 12Q: 3 clusters Score -430531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -430534.468750 Penalty: 4013.750732
	Iteration 13Q: 3 clusters Score -430534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -430536.718750 Penalty: 4013.750732
	Iteration 14Q: 3 clusters Score -430536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -430538.687500 Penalty: 4013.750732
	Iteration 15Q: 3 clusters Score -430538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -430541.000000 Penalty: 4013.750732
	Iteration 16Q: 3 clusters Score -430541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -430544.062500 Penalty: 4013.750732
	Iteration 17Q: 3 clusters Score -430544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -430548.718750 Penalty: 4013.750732
	Iteration 18Q: 3 clusters Score -430548.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -430552.312500 Penalty: 4013.750732
	Iteration 19Q: 3 clusters Score -430552.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -430556.406250 Penalty: 4013.750732
	Iteration 20F: 3 clusters Score -430556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -430559.000000 Penalty: 4013.750732
	Iteration 21Q: 3 clusters Score -430559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -430561.343750 Penalty: 4013.750732
	Iteration 22Q: 3 clusters Score -430561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -430565.031250 Penalty: 4013.750732
	Iteration 23Q: 3 clusters Score -430565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -430567.750000 Penalty: 4013.750732
	Iteration 24Q: 3 clusters Score -430567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -430568.375000 Penalty: 4013.750732
	Iteration 25Q: 3 clusters Score -430568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -430569.187500 Penalty: 4013.750732
	Iteration 26Q: 3 clusters Score -430569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -430569.968750 Penalty: 4013.750732
	Iteration 27Q: 3 clusters Score -430570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -430570.250000 Penalty: 4013.750732
	Iteration 28Q: 3 clusters Score -430570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -430570.375000 Penalty: 4013.750732
	Iteration 29Q: 3 clusters Score -430570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -430570.406250 Penalty: 4013.750732
	Iteration 30Q: 3 clusters Score -430570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -430570.406250 Penalty: 4013.750732
	Iteration 31F: 3 clusters Score -430570.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Entering Unmasked Estep 
Score: -3097548.750000 Penalty: 2500.369873
	Iteration 0F: 2 clusters Score -3097549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3080941.000000 Penalty: 5000.739746
	Iteration 0F: 3 clusters Score -3080941 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3086737.250000 Penalty: 5000.739746
	Iteration 1F: 3 clusters Score -3086737 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3087055.500000 Penalty: 5000.739746
	Iteration 2Q: 3 clusters Score -3087056 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3087295.250000 Penalty: 5000.739746
	Iteration 3Q: 3 clusters Score -3087295 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3087489.500000 Penalty: 5000.739746
	Iteration 4Q: 3 clusters Score -3087490 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3087656.000000 Penalty: 5000.739746
	Iteration 5Q: 3 clusters Score -3087656 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3087848.500000 Penalty: 5000.739746
	Iteration 6Q: 3 clusters Score -3087848 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3088026.750000 Penalty: 5000.739746
	Iteration 7Q: 3 clusters Score -3088027 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3088272.500000 Penalty: 5000.739746
	Iteration 8Q: 3 clusters Score -3088272 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3088575.750000 Penalty: 5000.739746
	Iteration 9Q: 3 clusters Score -3088576 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3089083.250000 Penalty: 5000.739746
	Iteration 10Q: 3 clusters Score -3089083 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3089674.750000 Penalty: 5000.739746
	Iteration 11Q: 3 clusters Score -3089675 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3090371.500000 Penalty: 5000.739746
	Iteration 12Q: 3 clusters Score -3090372 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3091122.500000 Penalty: 5000.739746
	Iteration 13Q: 3 clusters Score -3091122 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3091894.000000 Penalty: 5000.739746
	Iteration 14Q: 3 clusters Score -3091894 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3092650.500000 Penalty: 5000.739746
	Iteration 15Q: 3 clusters Score -3092650 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3093345.250000 Penalty: 5000.739746
	Iteration 16Q: 3 clusters Score -3093345 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3093891.000000 Penalty: 5000.739746
	Iteration 17Q: 3 clusters Score -3093891 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3094328.750000 Penalty: 5000.739746
	Iteration 18Q: 3 clusters Score -3094329 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3094651.500000 Penalty: 5000.739746
	Iteration 19Q: 3 clusters Score -3094652 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3094860.750000 Penalty: 5000.739746
	Iteration 20F: 3 clusters Score -3094861 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3095003.250000 Penalty: 5000.739746
	Iteration 21Q: 3 clusters Score -3095003 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3095098.750000 Penalty: 5000.739746
	Iteration 22Q: 3 clusters Score -3095099 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3095174.000000 Penalty: 5000.739746
	Iteration 23Q: 3 clusters Score -3095174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3095231.250000 Penalty: 5000.739746
	Iteration 24Q: 3 clusters Score -3095231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3095274.500000 Penalty: 5000.739746
	Iteration 25Q: 3 clusters Score -3095274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3095311.750000 Penalty: 5000.739746
	Iteration 26Q: 3 clusters Score -3095312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3095328.500000 Penalty: 5000.739746
	Iteration 27Q: 3 clusters Score -3095328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3095353.250000 Penalty: 5000.739746
	Iteration 28Q: 3 clusters Score -3095353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3095369.000000 Penalty: 5000.739746
	Iteration 29Q: 3 clusters Score -3095369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3095383.250000 Penalty: 5000.739746
	Iteration 30Q: 3 clusters Score -3095383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3095404.500000 Penalty: 5000.739746
	Iteration 31Q: 3 clusters Score -3095404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3095414.500000 Penalty: 5000.739746
	Iteration 32Q: 3 clusters Score -3095414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3095420.500000 Penalty: 5000.739746
	Iteration 33Q: 3 clusters Score -3095420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3095424.250000 Penalty: 5000.739746
	Iteration 34Q: 3 clusters Score -3095424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3095429.250000 Penalty: 5000.739746
	Iteration 35Q: 3 clusters Score -3095429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3095430.000000 Penalty: 5000.739746
	Iteration 36Q: 3 clusters Score -3095430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3095439.750000 Penalty: 5000.739746
	Iteration 37Q: 3 clusters Score -3095440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3095443.000000 Penalty: 5000.739746
	Iteration 38Q: 3 clusters Score -3095443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3095445.250000 Penalty: 5000.739746
	Iteration 39Q: 3 clusters Score -3095445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3095448.250000 Penalty: 5000.739746
	Iteration 40F: 3 clusters Score -3095448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3095458.750000 Penalty: 5000.739746
	Iteration 41Q: 3 clusters Score -3095459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3095461.000000 Penalty: 5000.739746
	Iteration 42Q: 3 clusters Score -3095461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3095461.000000 Penalty: 5000.739746
	Iteration 43F: 3 clusters Score -3095461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -129601.945312 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -129601.9 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 633 members 
Entering Unmasked Estep 
Score: -127592.562500 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -127592.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128078.742188 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -128078.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128319.687500 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -128319.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128475.242188 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -128475.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -128675.460938 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -128675.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -128943.789062 Penalty: 3532.941895
	Iteration 5F: 3 clusters Score -128943.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -129401.906250 Penalty: 3532.941895
	Iteration 6F: 3 clusters Score -129401.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -129733.320312 Penalty: 3532.941895
	Iteration 7F: 3 clusters Score -129733.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -130089.257812 Penalty: 3532.941895
	Iteration 8F: 3 clusters Score -130089.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -130269.671875 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -130269.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -130419.078125 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -130419.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130591.164062 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -130591.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -130782.023438 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -130782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -130809.507812 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -130809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -130819.367188 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -130819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -130829.500000 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -130829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -130849.421875 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -130849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -130863.468750 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -130863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -130887.656250 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -130887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -130914.531250 Penalty: 3532.941895
	Iteration 19Q: 3 clusters Score -130914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -130933.726562 Penalty: 3532.941895
	Iteration 20F: 3 clusters Score -130933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -130949.507812 Penalty: 3532.941895
	Iteration 21Q: 3 clusters Score -130949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -130961.117188 Penalty: 3532.941895
	Iteration 22Q: 3 clusters Score -130961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -130964.023438 Penalty: 3532.941895
	Iteration 23Q: 3 clusters Score -130964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -130968.039062 Penalty: 3532.941895
	Iteration 24Q: 3 clusters Score -130968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -130968.039062 Penalty: 3532.941895
	Iteration 25F: 3 clusters Score -130968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 292 members 
Mstep: Class 5 contains 178584 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23742 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171267 members 
Mstep: Class 11 contains 46272 members 
Mstep: Class 12 contains 69947 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215431 members 
Mstep: Class 18 contains 948 members 
Entering Unmasked Estep 
Score: -98291392.000000 Penalty: 60574.269531
Splitting cluster 4 changes total score from -98291520.000000 to -98291392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (178584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Entering Unmasked Estep 
Score: -22848106.000000 Penalty: 2999.018066
	Iteration 0F: 2 clusters Score -2.284811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -22731294.000000 Penalty: 5998.036133
	Iteration 0F: 3 clusters Score -2.273129e+07 nChanged 85594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -22782082.000000 Penalty: 5998.036133
	Iteration 1F: 3 clusters Score -2.278208e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -22784360.000000 Penalty: 5998.036133
	Iteration 2Q: 3 clusters Score -2.278436e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -22788956.000000 Penalty: 5998.036133
	Iteration 3F: 3 clusters Score -2.278896e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -22797284.000000 Penalty: 5998.036133
	Iteration 4F: 3 clusters Score -2.279728e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -22810520.000000 Penalty: 5998.036133
	Iteration 5F: 3 clusters Score -2.281052e+07 nChanged 16067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -22826374.000000 Penalty: 5998.036133
	Iteration 6F: 3 clusters Score -2.282637e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167840 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -22837520.000000 Penalty: 5998.036133
	Iteration 7F: 3 clusters Score -2.283752e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -22842516.000000 Penalty: 5998.036133
	Iteration 8Q: 3 clusters Score -2.284252e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175853 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -22844494.000000 Penalty: 5998.036133
	Iteration 9Q: 3 clusters Score -2.284449e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22845256.000000 Penalty: 5998.036133
	Iteration 10Q: 3 clusters Score -2.284526e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -22845660.000000 Penalty: 5998.036133
	Iteration 11Q: 3 clusters Score -2.284566e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177139 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22845852.000000 Penalty: 5998.036133
	Iteration 12Q: 3 clusters Score -2.284585e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177215 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22845996.000000 Penalty: 5998.036133
	Iteration 13Q: 3 clusters Score -2.2846e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177255 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22846094.000000 Penalty: 5998.036133
	Iteration 14Q: 3 clusters Score -2.284609e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177286 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22846208.000000 Penalty: 5998.036133
	Iteration 15Q: 3 clusters Score -2.284621e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177299 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -22846266.000000 Penalty: 5998.036133
	Iteration 16Q: 3 clusters Score -2.284627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177304 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -22846312.000000 Penalty: 5998.036133
	Iteration 17Q: 3 clusters Score -2.284631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22846360.000000 Penalty: 5998.036133
	Iteration 18Q: 3 clusters Score -2.284636e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177313 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22846350.000000 Penalty: 5998.036133
	Iteration 19Q: 3 clusters Score -2.284635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22846382.000000 Penalty: 5998.036133
	Iteration 20F: 3 clusters Score -2.284638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -22846412.000000 Penalty: 5998.036133
	Iteration 21Q: 3 clusters Score -2.284641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22846406.000000 Penalty: 5998.036133
	Iteration 22Q: 3 clusters Score -2.284641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177302 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22846400.000000 Penalty: 5998.036133
	Iteration 23Q: 3 clusters Score -2.28464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22846384.000000 Penalty: 5998.036133
	Iteration 24Q: 3 clusters Score -2.284638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22846386.000000 Penalty: 5998.036133
	Iteration 25Q: 3 clusters Score -2.284639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177299 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -22846384.000000 Penalty: 5998.036133
	Iteration 26Q: 3 clusters Score -2.284638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177297 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22846384.000000 Penalty: 5998.036133
	Iteration 27Q: 3 clusters Score -2.284638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22846392.000000 Penalty: 5998.036133
	Iteration 28Q: 3 clusters Score -2.284639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177301 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22846384.000000 Penalty: 5998.036133
	Iteration 29Q: 3 clusters Score -2.284638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177300 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22846386.000000 Penalty: 5998.036133
	Iteration 30Q: 3 clusters Score -2.284639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177297 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22846392.000000 Penalty: 5998.036133
	Iteration 31Q: 3 clusters Score -2.284639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177296 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -22846406.000000 Penalty: 5998.036133
	Iteration 32Q: 3 clusters Score -2.284641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177297 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22846390.000000 Penalty: 5998.036133
	Iteration 33Q: 3 clusters Score -2.284639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177291 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22846404.000000 Penalty: 5998.036133
	Iteration 34Q: 3 clusters Score -2.28464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177289 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22846398.000000 Penalty: 5998.036133
	Iteration 35Q: 3 clusters Score -2.28464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177285 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22846412.000000 Penalty: 5998.036133
	Iteration 36Q: 3 clusters Score -2.284641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177283 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22846416.000000 Penalty: 5998.036133
	Iteration 37Q: 3 clusters Score -2.284642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22846406.000000 Penalty: 5998.036133
	Iteration 38Q: 3 clusters Score -2.284641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22846406.000000 Penalty: 5998.036133
	Iteration 39F: 3 clusters Score -2.284641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -43381.023438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -43381.02 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 205 members 
Entering Unmasked Estep 
Score: -42043.695312 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -42043.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42401.343750 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -42401.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42558.843750 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -42558.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42654.847656 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -42654.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42714.539062 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -42714.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42876.718750 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -42876.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42934.476562 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -42934.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42950.226562 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -42950.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42961.234375 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -42961.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42978.148438 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -42978.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42993.734375 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -42993.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43001.859375 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -43001.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43025.457031 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -43025.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43039.132812 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -43039.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43055.679688 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -43055.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43069.582031 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -43069.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43079.617188 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -43079.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43115.375000 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -43115.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43120.691406 Penalty: 2995.966309
	Iteration 18Q: 3 clusters Score -43120.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43120.691406 Penalty: 2995.966309
	Iteration 19F: 3 clusters Score -43120.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Entering Unmasked Estep 
Score: -3072696.000000 Penalty: 2498.600098
	Iteration 0F: 2 clusters Score -3072696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3056185.250000 Penalty: 4997.200195
	Iteration 0F: 3 clusters Score -3056185 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3061819.250000 Penalty: 4997.200195
	Iteration 1F: 3 clusters Score -3061819 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3062172.750000 Penalty: 4997.200195
	Iteration 2Q: 3 clusters Score -3062173 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3062476.500000 Penalty: 4997.200195
	Iteration 3Q: 3 clusters Score -3062476 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3062710.250000 Penalty: 4997.200195
	Iteration 4Q: 3 clusters Score -3062710 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3062910.000000 Penalty: 4997.200195
	Iteration 5Q: 3 clusters Score -3062910 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3063125.250000 Penalty: 4997.200195
	Iteration 6Q: 3 clusters Score -3063125 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3063357.250000 Penalty: 4997.200195
	Iteration 7Q: 3 clusters Score -3063357 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3063625.500000 Penalty: 4997.200195
	Iteration 8Q: 3 clusters Score -3063626 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3063942.000000 Penalty: 4997.200195
	Iteration 9Q: 3 clusters Score -3063942 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3064355.000000 Penalty: 4997.200195
	Iteration 10Q: 3 clusters Score -3064355 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3064872.250000 Penalty: 4997.200195
	Iteration 11Q: 3 clusters Score -3064872 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3065575.750000 Penalty: 4997.200195
	Iteration 12Q: 3 clusters Score -3065576 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3066372.750000 Penalty: 4997.200195
	Iteration 13Q: 3 clusters Score -3066373 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3066999.000000 Penalty: 4997.200195
	Iteration 14Q: 3 clusters Score -3066999 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3067329.750000 Penalty: 4997.200195
	Iteration 15Q: 3 clusters Score -3067330 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3067516.250000 Penalty: 4997.200195
	Iteration 16Q: 3 clusters Score -3067516 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3067603.750000 Penalty: 4997.200195
	Iteration 17Q: 3 clusters Score -3067604 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3067679.250000 Penalty: 4997.200195
	Iteration 18Q: 3 clusters Score -3067679 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3067735.750000 Penalty: 4997.200195
	Iteration 19Q: 3 clusters Score -3067736 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3067781.750000 Penalty: 4997.200195
	Iteration 20F: 3 clusters Score -3067782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3067814.250000 Penalty: 4997.200195
	Iteration 21Q: 3 clusters Score -3067814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3067867.750000 Penalty: 4997.200195
	Iteration 22Q: 3 clusters Score -3067868 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3067934.250000 Penalty: 4997.200195
	Iteration 23Q: 3 clusters Score -3067934 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3067993.500000 Penalty: 4997.200195
	Iteration 24Q: 3 clusters Score -3067994 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3068041.000000 Penalty: 4997.200195
	Iteration 25Q: 3 clusters Score -3068041 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3068119.500000 Penalty: 4997.200195
	Iteration 26Q: 3 clusters Score -3068120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3068186.750000 Penalty: 4997.200195
	Iteration 27Q: 3 clusters Score -3068187 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3068266.500000 Penalty: 4997.200195
	Iteration 28Q: 3 clusters Score -3068266 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3068365.250000 Penalty: 4997.200195
	Iteration 29Q: 3 clusters Score -3068365 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3068426.250000 Penalty: 4997.200195
	Iteration 30Q: 3 clusters Score -3068426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3068518.500000 Penalty: 4997.200195
	Iteration 31Q: 3 clusters Score -3068518 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3068600.000000 Penalty: 4997.200195
	Iteration 32Q: 3 clusters Score -3068600 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3068690.500000 Penalty: 4997.200195
	Iteration 33Q: 3 clusters Score -3068690 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3068789.000000 Penalty: 4997.200195
	Iteration 34Q: 3 clusters Score -3068789 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3068869.500000 Penalty: 4997.200195
	Iteration 35Q: 3 clusters Score -3068870 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3068966.000000 Penalty: 4997.200195
	Iteration 36Q: 3 clusters Score -3068966 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3069042.500000 Penalty: 4997.200195
	Iteration 37Q: 3 clusters Score -3069042 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3069108.750000 Penalty: 4997.200195
	Iteration 38Q: 3 clusters Score -3069109 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3069180.750000 Penalty: 4997.200195
	Iteration 39Q: 3 clusters Score -3069181 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3069261 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3069328 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3069383 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3069436 nChanged 193
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Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3069486 nChanged 174
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Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3069525 nChanged 184
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Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3069578 nChanged 202
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3069638 nChanged 188
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Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3069685 nChanged 181
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Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3069740 nChanged 179
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Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3069785 nChanged 202
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Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3069851 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3069909 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3069966 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3070018 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3070065 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3070116 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3070144 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3070197 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3070223 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3070258 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3070290 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3070320 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3070370 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3070403 nChanged 105
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3070438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3070465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3070473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3070487 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3070500 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3070519 nChanged 50
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3070526 nChanged 50
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Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3070538 nChanged 43
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Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3070549 nChanged 42
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3070553 nChanged 40
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Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3070561 nChanged 28
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Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3070566 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3070574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3070575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3070586.000000 Penalty: 4997.200195
	Iteration 79Q: 3 clusters Score -3070586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3070593.250000 Penalty: 4997.200195
	Iteration 80F: 3 clusters Score -3070593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3070594.500000 Penalty: 4997.200195
	Iteration 81Q: 3 clusters Score -3070594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3070604.000000 Penalty: 4997.200195
	Iteration 82Q: 3 clusters Score -3070604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3070621.000000 Penalty: 4997.200195
	Iteration 83Q: 3 clusters Score -3070621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3070624.500000 Penalty: 4997.200195
	Iteration 84Q: 3 clusters Score -3070624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3070634.750000 Penalty: 4997.200195
	Iteration 85Q: 3 clusters Score -3070635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3070637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3070647.750000 Penalty: 4997.200195
	Iteration 87Q: 3 clusters Score -3070648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3070647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3070663.000000 Penalty: 4997.200195
	Iteration 89Q: 3 clusters Score -3070663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3070674.000000 Penalty: 4997.200195
	Iteration 90Q: 3 clusters Score -3070674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3070679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3070680.750000 Penalty: 4997.200195
	Iteration 92Q: 3 clusters Score -3070681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3070685.250000 Penalty: 4997.200195
	Iteration 93Q: 3 clusters Score -3070685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3070690.750000 Penalty: 4997.200195
	Iteration 94Q: 3 clusters Score -3070691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3070692.250000 Penalty: 4997.200195
	Iteration 95Q: 3 clusters Score -3070692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3070698.000000 Penalty: 4997.200195
	Iteration 96Q: 3 clusters Score -3070698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3070692.500000 Penalty: 4997.200195
	Iteration 97Q: 3 clusters Score -3070692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3070701.750000 Penalty: 4997.200195
	Iteration 98Q: 3 clusters Score -3070702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3070700.000000 Penalty: 4997.200195
	Iteration 99Q: 3 clusters Score -3070700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3070700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3070700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3070702 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3070708.000000 Penalty: 4997.200195
	Iteration 103Q: 3 clusters Score -3070708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3070709.750000 Penalty: 4997.200195
	Iteration 104Q: 3 clusters Score -3070710 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3070706.500000 Penalty: 4997.200195
	Iteration 105Q: 3 clusters Score -3070706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3070709.000000 Penalty: 4997.200195
	Iteration 106Q: 3 clusters Score -3070709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -3070715.750000 Penalty: 4997.200195
	Iteration 107Q: 3 clusters Score -3070716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3070711.250000 Penalty: 4997.200195
	Iteration 108Q: 3 clusters Score -3070711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3070710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3070714.500000 Penalty: 4997.200195
	Iteration 110Q: 3 clusters Score -3070714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3070709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3070708 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3070713.000000 Penalty: 4997.200195
	Iteration 113Q: 3 clusters Score -3070713 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3070714 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3070715 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3070716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3070713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3070714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3070716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3070718.250000 Penalty: 4997.200195
	Iteration 120F: 3 clusters Score -3070718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3070715.000000 Penalty: 4997.200195
	Iteration 121Q: 3 clusters Score -3070715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3070716.000000 Penalty: 4997.200195
	Iteration 122Q: 3 clusters Score -3070716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3070717.000000 Penalty: 4997.200195
	Iteration 123Q: 3 clusters Score -3070717 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3070717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3070722.500000 Penalty: 4997.200195
	Iteration 125Q: 3 clusters Score -3070722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3070719 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
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	Iteration 127F: 3 clusters Score -3070719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12142 members 
Entering Unmasked Estep 
Score: -1577524.250000 Penalty: 2332.297607
	Iteration 0F: 2 clusters Score -1577524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1568448 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1571108 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1571477 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1571838.625000 Penalty: 4664.595215
	Iteration 3F: 3 clusters Score -1571839 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1572149.750000 Penalty: 4664.595215
	Iteration 4Q: 3 clusters Score -1572150 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1572446.500000 Penalty: 4664.595215
	Iteration 5Q: 3 clusters Score -1572446 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1572809 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1573245.500000 Penalty: 4664.595215
	Iteration 7F: 3 clusters Score -1573246 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1573742.750000 Penalty: 4664.595215
	Iteration 8F: 3 clusters Score -1573743 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1574233.000000 Penalty: 4664.595215
	Iteration 9F: 3 clusters Score -1574233 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1574664.375000 Penalty: 4664.595215
	Iteration 10F: 3 clusters Score -1574664 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1574966 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1575144.500000 Penalty: 4664.595215
	Iteration 12Q: 3 clusters Score -1575144 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1575237.500000 Penalty: 4664.595215
	Iteration 13Q: 3 clusters Score -1575238 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1575295.500000 Penalty: 4664.595215
	Iteration 14Q: 3 clusters Score -1575296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1575328.875000 Penalty: 4664.595215
	Iteration 15Q: 3 clusters Score -1575329 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1575360.500000 Penalty: 4664.595215
	Iteration 16Q: 3 clusters Score -1575360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1575380.625000 Penalty: 4664.595215
	Iteration 17Q: 3 clusters Score -1575381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1575396.000000 Penalty: 4664.595215
	Iteration 18Q: 3 clusters Score -1575396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1575414.125000 Penalty: 4664.595215
	Iteration 19Q: 3 clusters Score -1575414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1575424.875000 Penalty: 4664.595215
	Iteration 20F: 3 clusters Score -1575425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1575443.000000 Penalty: 4664.595215
	Iteration 21Q: 3 clusters Score -1575443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1575459.250000 Penalty: 4664.595215
	Iteration 22Q: 3 clusters Score -1575459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1575467.250000 Penalty: 4664.595215
	Iteration 23Q: 3 clusters Score -1575467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1575482.250000 Penalty: 4664.595215
	Iteration 24Q: 3 clusters Score -1575482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1575489.875000 Penalty: 4664.595215
	Iteration 25Q: 3 clusters Score -1575490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1575499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1575503.750000 Penalty: 4664.595215
	Iteration 27Q: 3 clusters Score -1575504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1575510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1575519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1575528.000000 Penalty: 4664.595215
	Iteration 30Q: 3 clusters Score -1575528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1575540.875000 Penalty: 4664.595215
	Iteration 31Q: 3 clusters Score -1575541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1575548.625000 Penalty: 4664.595215
	Iteration 32Q: 3 clusters Score -1575549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1575553.625000 Penalty: 4664.595215
	Iteration 33Q: 3 clusters Score -1575554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1575564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1575575.625000 Penalty: 4664.595215
	Iteration 35Q: 3 clusters Score -1575576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1575590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1575594.250000 Penalty: 4664.595215
	Iteration 37Q: 3 clusters Score -1575594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1575597.750000 Penalty: 4664.595215
	Iteration 38Q: 3 clusters Score -1575598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1575604.625000 Penalty: 4664.595215
	Iteration 39Q: 3 clusters Score -1575605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1575611.750000 Penalty: 4664.595215
	Iteration 40F: 3 clusters Score -1575612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1575617.875000 Penalty: 4664.595215
	Iteration 41Q: 3 clusters Score -1575618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1575624.125000 Penalty: 4664.595215
	Iteration 42Q: 3 clusters Score -1575624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1575634.625000 Penalty: 4664.595215
	Iteration 43Q: 3 clusters Score -1575635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1575639.750000 Penalty: 4664.595215
	Iteration 44Q: 3 clusters Score -1575640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1575652.125000 Penalty: 4664.595215
	Iteration 45Q: 3 clusters Score -1575652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1575648.875000 Penalty: 4664.595215
	Iteration 46Q: 3 clusters Score -1575649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1575659.375000 Penalty: 4664.595215
	Iteration 47Q: 3 clusters Score -1575659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1575661.000000 Penalty: 4664.595215
	Iteration 48Q: 3 clusters Score -1575661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1575668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1575675.250000 Penalty: 4664.595215
	Iteration 50Q: 3 clusters Score -1575675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1575684.750000 Penalty: 4664.595215
	Iteration 51Q: 3 clusters Score -1575685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1575684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1575687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1575689.375000 Penalty: 4664.595215
	Iteration 54Q: 3 clusters Score -1575689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1575688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1575693.500000 Penalty: 4664.595215
	Iteration 56Q: 3 clusters Score -1575694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1575696.625000 Penalty: 4664.595215
	Iteration 57Q: 3 clusters Score -1575697 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1575700.000000 Penalty: 4664.595215
	Iteration 58Q: 3 clusters Score -1575700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1575704.750000 Penalty: 4664.595215
	Iteration 59Q: 3 clusters Score -1575705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1575699.375000 Penalty: 4664.595215
	Iteration 60F: 3 clusters Score -1575699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1575706.125000 Penalty: 4664.595215
	Iteration 61Q: 3 clusters Score -1575706 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1575706 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1575708.625000 Penalty: 4664.595215
	Iteration 63Q: 3 clusters Score -1575709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1575708.250000 Penalty: 4664.595215
	Iteration 64Q: 3 clusters Score -1575708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1575708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1575711.375000 Penalty: 4664.595215
	Iteration 66Q: 3 clusters Score -1575711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1575711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1575709.375000 Penalty: 4664.595215
	Iteration 68Q: 3 clusters Score -1575709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1575709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1575712.875000 Penalty: 4664.595215
	Iteration 70Q: 3 clusters Score -1575713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1575715.375000 Penalty: 4664.595215
	Iteration 71Q: 3 clusters Score -1575715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1575718.375000 Penalty: 4664.595215
	Iteration 72Q: 3 clusters Score -1575718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1575720.125000 Penalty: 4664.595215
	Iteration 73Q: 3 clusters Score -1575720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1575723.750000 Penalty: 4664.595215
	Iteration 74Q: 3 clusters Score -1575724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1575727.250000 Penalty: 4664.595215
	Iteration 75Q: 3 clusters Score -1575727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1575727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1575727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1575729.000000 Penalty: 4664.595215
	Iteration 78Q: 3 clusters Score -1575729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1575732.625000 Penalty: 4664.595215
	Iteration 79Q: 3 clusters Score -1575733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1575735.000000 Penalty: 4664.595215
	Iteration 80F: 3 clusters Score -1575735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1575736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1575741.375000 Penalty: 4664.595215
	Iteration 82Q: 3 clusters Score -1575741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1575744.250000 Penalty: 4664.595215
	Iteration 83Q: 3 clusters Score -1575744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1575747.000000 Penalty: 4664.595215
	Iteration 84Q: 3 clusters Score -1575747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1575750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1575751.125000 Penalty: 4664.595215
	Iteration 86Q: 3 clusters Score -1575751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1575755.000000 Penalty: 4664.595215
	Iteration 87Q: 3 clusters Score -1575755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1575758.000000 Penalty: 4664.595215
	Iteration 88Q: 3 clusters Score -1575758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1575759.000000 Penalty: 4664.595215
	Iteration 89Q: 3 clusters Score -1575759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1575761.625000 Penalty: 4664.595215
	Iteration 90Q: 3 clusters Score -1575762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1575762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1575765.750000 Penalty: 4664.595215
	Iteration 92Q: 3 clusters Score -1575766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1575763.750000 Penalty: 4664.595215
	Iteration 93Q: 3 clusters Score -1575764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1575764 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1575763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9030 members 
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	Iteration 96Q: 3 clusters Score -1575764 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1575764 nChanged 0
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Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1575763.500000 Penalty: 4664.595215
	Iteration 98F: 3 clusters Score -1575764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1371785.375000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1371785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1363268.750000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1363269 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1365757.750000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1365758 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1366045.750000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1366046 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1366267.500000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1366268 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1366416.125000 Penalty: 4630.963867
	Iteration 4Q: 3 clusters Score -1366416 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1366545.625000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1366546 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1366657.500000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1366658 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1366764.875000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1366765 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1366874.000000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1366874 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1366968.625000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1366969 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1367065.125000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1367065 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1367177.875000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1367178 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1367293.375000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1367293 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1367428.125000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1367428 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1367575.125000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1367575 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1367753.500000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1367754 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1367976.000000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1367976 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1368232.750000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1368233 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1368477.500000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1368478 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1368752.250000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1368752 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1368982.000000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1368982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1369169.000000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1369169 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1369328.500000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1369328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1369445.000000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1369445 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1369531.375000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1369531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1369607.000000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1369607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1369649.375000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1369649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1369680.125000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1369680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1369709.625000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1369710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1369726.500000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1369726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1369742.250000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1369742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1369753.375000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1369753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1369759.250000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1369759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1369763.375000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1369763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1369768.250000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1369768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1369766.375000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1369766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1369769.125000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1369769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1369770.500000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1369770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1369770.000000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1369770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1369773.750000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1369774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1369773.625000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1369774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1369776.500000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1369776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1369784.625000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1369785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1369790.500000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1369790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1369795.500000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1369796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1369800.000000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1369800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1369806.750000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1369807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1369811.375000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1369811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1369811.375000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1369811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1369812.375000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1369812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1369812.375000 Penalty: 4630.963867
	Iteration 50F: 3 clusters Score -1369812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Entering Unmasked Estep 
Score: -21897164.000000 Penalty: 2988.642822
	Iteration 0F: 2 clusters Score -2.189716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -21784974.000000 Penalty: 5977.285645
	Iteration 0F: 3 clusters Score -2.178497e+07 nChanged 82051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -21833002.000000 Penalty: 5977.285645
	Iteration 1F: 3 clusters Score -2.1833e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -21834120.000000 Penalty: 5977.285645
	Iteration 2Q: 3 clusters Score -2.183412e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -21836088.000000 Penalty: 5977.285645
	Iteration 3Q: 3 clusters Score -2.183609e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -21839046.000000 Penalty: 5977.285645
	Iteration 4Q: 3 clusters Score -2.183905e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -21844284.000000 Penalty: 5977.285645
	Iteration 5F: 3 clusters Score -2.184428e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112287 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -21852760.000000 Penalty: 5977.285645
	Iteration 6F: 3 clusters Score -2.185276e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -21863486.000000 Penalty: 5977.285645
	Iteration 7F: 3 clusters Score -2.186349e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -21874600.000000 Penalty: 5977.285645
	Iteration 8F: 3 clusters Score -2.18746e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140772 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -21882560.000000 Penalty: 5977.285645
	Iteration 9F: 3 clusters Score -2.188256e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145811 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -21887076.000000 Penalty: 5977.285645
	Iteration 10Q: 3 clusters Score -2.188708e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -21889502.000000 Penalty: 5977.285645
	Iteration 11Q: 3 clusters Score -2.18895e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -21890944.000000 Penalty: 5977.285645
	Iteration 12Q: 3 clusters Score -2.189094e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -21892116.000000 Penalty: 5977.285645
	Iteration 13Q: 3 clusters Score -2.189212e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156762 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -21892880.000000 Penalty: 5977.285645
	Iteration 14Q: 3 clusters Score -2.189288e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -21893560.000000 Penalty: 5977.285645
	Iteration 15Q: 3 clusters Score -2.189356e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -21894084.000000 Penalty: 5977.285645
	Iteration 16Q: 3 clusters Score -2.189408e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -21894340.000000 Penalty: 5977.285645
	Iteration 17Q: 3 clusters Score -2.189434e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162627 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -21894646.000000 Penalty: 5977.285645
	Iteration 18Q: 3 clusters Score -2.189465e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -21894836.000000 Penalty: 5977.285645
	Iteration 19Q: 3 clusters Score -2.189484e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -21894948.000000 Penalty: 5977.285645
	Iteration 20F: 3 clusters Score -2.189495e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -21895024.000000 Penalty: 5977.285645
	Iteration 21Q: 3 clusters Score -2.189502e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165702 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -21895066.000000 Penalty: 5977.285645
	Iteration 22Q: 3 clusters Score -2.189507e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166182 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -21895088.000000 Penalty: 5977.285645
	Iteration 23Q: 3 clusters Score -2.189509e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -21895092.000000 Penalty: 5977.285645
	Iteration 24Q: 3 clusters Score -2.189509e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166965 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21895140.000000 Penalty: 5977.285645
	Iteration 25Q: 3 clusters Score -2.189514e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -21895194.000000 Penalty: 5977.285645
	Iteration 26Q: 3 clusters Score -2.189519e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -21895212.000000 Penalty: 5977.285645
	Iteration 27Q: 3 clusters Score -2.189521e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -21895300.000000 Penalty: 5977.285645
	Iteration 28Q: 3 clusters Score -2.18953e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167987 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -21895332.000000 Penalty: 5977.285645
	Iteration 29Q: 3 clusters Score -2.189533e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21895376.000000 Penalty: 5977.285645
	Iteration 30Q: 3 clusters Score -2.189538e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21895368.000000 Penalty: 5977.285645
	Iteration 31Q: 3 clusters Score -2.189537e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21895404.000000 Penalty: 5977.285645
	Iteration 32Q: 3 clusters Score -2.18954e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168549 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -21895424.000000 Penalty: 5977.285645
	Iteration 33Q: 3 clusters Score -2.189542e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168646 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21895464.000000 Penalty: 5977.285645
	Iteration 34Q: 3 clusters Score -2.189546e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168705 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21895426.000000 Penalty: 5977.285645
	Iteration 35Q: 3 clusters Score -2.189543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168748 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -21895442.000000 Penalty: 5977.285645
	Iteration 36Q: 3 clusters Score -2.189544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21895418.000000 Penalty: 5977.285645
	Iteration 37Q: 3 clusters Score -2.189542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168801 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -21895402.000000 Penalty: 5977.285645
	Iteration 38Q: 3 clusters Score -2.18954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -21895396.000000 Penalty: 5977.285645
	Iteration 39Q: 3 clusters Score -2.18954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21895402.000000 Penalty: 5977.285645
	Iteration 40F: 3 clusters Score -2.18954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21895402.000000 Penalty: 5977.285645
	Iteration 41Q: 3 clusters Score -2.18954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -21895400.000000 Penalty: 5977.285645
	Iteration 42Q: 3 clusters Score -2.18954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21895394.000000 Penalty: 5977.285645
	Iteration 43Q: 3 clusters Score -2.189539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168929 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -21895396.000000 Penalty: 5977.285645
	Iteration 44Q: 3 clusters Score -2.18954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168945 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21895394.000000 Penalty: 5977.285645
	Iteration 45Q: 3 clusters Score -2.189539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -21895398.000000 Penalty: 5977.285645
	Iteration 46Q: 3 clusters Score -2.18954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -21895376.000000 Penalty: 5977.285645
	Iteration 47Q: 3 clusters Score -2.189538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21895386.000000 Penalty: 5977.285645
	Iteration 48Q: 3 clusters Score -2.189539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21895368.000000 Penalty: 5977.285645
	Iteration 49Q: 3 clusters Score -2.189537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21895374.000000 Penalty: 5977.285645
	Iteration 50Q: 3 clusters Score -2.189537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21895378.000000 Penalty: 5977.285645
	Iteration 51Q: 3 clusters Score -2.189538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21895386.000000 Penalty: 5977.285645
	Iteration 52Q: 3 clusters Score -2.189539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21895392.000000 Penalty: 5977.285645
	Iteration 53Q: 3 clusters Score -2.189539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21895396.000000 Penalty: 5977.285645
	Iteration 54Q: 3 clusters Score -2.18954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21895396.000000 Penalty: 5977.285645
	Iteration 55Q: 3 clusters Score -2.18954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21895406.000000 Penalty: 5977.285645
	Iteration 56Q: 3 clusters Score -2.189541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21895408.000000 Penalty: 5977.285645
	Iteration 57Q: 3 clusters Score -2.189541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -21895414.000000 Penalty: 5977.285645
	Iteration 58Q: 3 clusters Score -2.189541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21895396.000000 Penalty: 5977.285645
	Iteration 59Q: 3 clusters Score -2.18954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21895396.000000 Penalty: 5977.285645
	Iteration 60F: 3 clusters Score -2.18954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Entering Unmasked Estep 
Score: -6001216.000000 Penalty: 2664.088623
	Iteration 0F: 2 clusters Score -6001216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5969968.500000 Penalty: 5328.177246
	Iteration 0F: 3 clusters Score -5969968 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -5981638.500000 Penalty: 5328.177246
	Iteration 1F: 3 clusters Score -5981638 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5982212.500000 Penalty: 5328.177246
	Iteration 2Q: 3 clusters Score -5982212 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5982818.000000 Penalty: 5328.177246
	Iteration 3Q: 3 clusters Score -5982818 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5983582.500000 Penalty: 5328.177246
	Iteration 4Q: 3 clusters Score -5983582 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5984670.500000 Penalty: 5328.177246
	Iteration 5Q: 3 clusters Score -5984670 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5986162.000000 Penalty: 5328.177246
	Iteration 6Q: 3 clusters Score -5986162 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5987953.500000 Penalty: 5328.177246
	Iteration 7F: 3 clusters Score -5987954 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -5990152.000000 Penalty: 5328.177246
	Iteration 8F: 3 clusters Score -5990152 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5992257.500000 Penalty: 5328.177246
	Iteration 9F: 3 clusters Score -5992258 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -5994088.000000 Penalty: 5328.177246
	Iteration 10Q: 3 clusters Score -5994088 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5995476.500000 Penalty: 5328.177246
	Iteration 11Q: 3 clusters Score -5995476 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5996454.500000 Penalty: 5328.177246
	Iteration 12Q: 3 clusters Score -5996454 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5997117.000000 Penalty: 5328.177246
	Iteration 13Q: 3 clusters Score -5997117 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5997608.000000 Penalty: 5328.177246
	Iteration 14Q: 3 clusters Score -5997608 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5998036.000000 Penalty: 5328.177246
	Iteration 15Q: 3 clusters Score -5998036 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5998347.500000 Penalty: 5328.177246
	Iteration 16Q: 3 clusters Score -5998348 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5998530.000000 Penalty: 5328.177246
	Iteration 17Q: 3 clusters Score -5998530 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5998667.000000 Penalty: 5328.177246
	Iteration 18Q: 3 clusters Score -5998667 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5998771.500000 Penalty: 5328.177246
	Iteration 19Q: 3 clusters Score -5998772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5998839.000000 Penalty: 5328.177246
	Iteration 20F: 3 clusters Score -5998839 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5998870.500000 Penalty: 5328.177246
	Iteration 21Q: 3 clusters Score -5998870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5998911.000000 Penalty: 5328.177246
	Iteration 22Q: 3 clusters Score -5998911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5998938.500000 Penalty: 5328.177246
	Iteration 23Q: 3 clusters Score -5998938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5998977.500000 Penalty: 5328.177246
	Iteration 24Q: 3 clusters Score -5998978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5998988.500000 Penalty: 5328.177246
	Iteration 25Q: 3 clusters Score -5998988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5999007.500000 Penalty: 5328.177246
	Iteration 26Q: 3 clusters Score -5999008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5999023.500000 Penalty: 5328.177246
	Iteration 27Q: 3 clusters Score -5999024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5999025.000000 Penalty: 5328.177246
	Iteration 28Q: 3 clusters Score -5999025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5999038.000000 Penalty: 5328.177246
	Iteration 29Q: 3 clusters Score -5999038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5999043.000000 Penalty: 5328.177246
	Iteration 30Q: 3 clusters Score -5999043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5999051.500000 Penalty: 5328.177246
	Iteration 31Q: 3 clusters Score -5999052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5999052.500000 Penalty: 5328.177246
	Iteration 32Q: 3 clusters Score -5999052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5999052.500000 Penalty: 5328.177246
	Iteration 33Q: 3 clusters Score -5999052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5999054.500000 Penalty: 5328.177246
	Iteration 34Q: 3 clusters Score -5999054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5999054.500000 Penalty: 5328.177246
	Iteration 35F: 3 clusters Score -5999054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Entering Unmasked Estep 
Score: -8739309.000000 Penalty: 2766.562256
	Iteration 0F: 2 clusters Score -8739309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -8692784.000000 Penalty: 5533.124512
	Iteration 0F: 3 clusters Score -8692784 nChanged 32699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -8710560.000000 Penalty: 5533.124512
	Iteration 1F: 3 clusters Score -8710560 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8711046.000000 Penalty: 5533.124512
	Iteration 2Q: 3 clusters Score -8711046 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -8711535.000000 Penalty: 5533.124512
	Iteration 3Q: 3 clusters Score -8711535 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8712049.000000 Penalty: 5533.124512
	Iteration 4Q: 3 clusters Score -8712049 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -8712617.000000 Penalty: 5533.124512
	Iteration 5Q: 3 clusters Score -8712617 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8713528.000000 Penalty: 5533.124512
	Iteration 6Q: 3 clusters Score -8713528 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -8714807.000000 Penalty: 5533.124512
	Iteration 7Q: 3 clusters Score -8714807 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8716969.000000 Penalty: 5533.124512
	Iteration 8Q: 3 clusters Score -8716969 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8720026.000000 Penalty: 5533.124512
	Iteration 9F: 3 clusters Score -8720026 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -8723472.000000 Penalty: 5533.124512
	Iteration 10F: 3 clusters Score -8723472 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -8726770.000000 Penalty: 5533.124512
	Iteration 11F: 3 clusters Score -8726770 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -8729305.000000 Penalty: 5533.124512
	Iteration 12F: 3 clusters Score -8729305 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -8731161.000000 Penalty: 5533.124512
	Iteration 13Q: 3 clusters Score -8731161 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -8732436.000000 Penalty: 5533.124512
	Iteration 14Q: 3 clusters Score -8732436 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -8733421.000000 Penalty: 5533.124512
	Iteration 15Q: 3 clusters Score -8733421 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -8734176.000000 Penalty: 5533.124512
	Iteration 16Q: 3 clusters Score -8734176 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -8734687.000000 Penalty: 5533.124512
	Iteration 17Q: 3 clusters Score -8734687 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -8735019.000000 Penalty: 5533.124512
	Iteration 18Q: 3 clusters Score -8735019 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -8735292.000000 Penalty: 5533.124512
	Iteration 19Q: 3 clusters Score -8735292 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -8735543.000000 Penalty: 5533.124512
	Iteration 20F: 3 clusters Score -8735543 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -8735771.000000 Penalty: 5533.124512
	Iteration 21Q: 3 clusters Score -8735771 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -8735967.000000 Penalty: 5533.124512
	Iteration 22Q: 3 clusters Score -8735967 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -8736092.000000 Penalty: 5533.124512
	Iteration 23Q: 3 clusters Score -8736092 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -8736217.000000 Penalty: 5533.124512
	Iteration 24Q: 3 clusters Score -8736217 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -8736315.000000 Penalty: 5533.124512
	Iteration 25Q: 3 clusters Score -8736315 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -8736400.000000 Penalty: 5533.124512
	Iteration 26Q: 3 clusters Score -8736400 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -8736486.000000 Penalty: 5533.124512
	Iteration 27Q: 3 clusters Score -8736486 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -8736536.000000 Penalty: 5533.124512
	Iteration 28Q: 3 clusters Score -8736536 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -8736602.000000 Penalty: 5533.124512
	Iteration 29Q: 3 clusters Score -8736602 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -8736688.000000 Penalty: 5533.124512
	Iteration 30Q: 3 clusters Score -8736688 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -8736736.000000 Penalty: 5533.124512
	Iteration 31Q: 3 clusters Score -8736736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -8736790.000000 Penalty: 5533.124512
	Iteration 32Q: 3 clusters Score -8736790 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -8736803.000000 Penalty: 5533.124512
	Iteration 33Q: 3 clusters Score -8736803 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -8736840.000000 Penalty: 5533.124512
	Iteration 34Q: 3 clusters Score -8736840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -8736891.000000 Penalty: 5533.124512
	Iteration 35Q: 3 clusters Score -8736891 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -8736900.000000 Penalty: 5533.124512
	Iteration 36Q: 3 clusters Score -8736900 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -8736936.000000 Penalty: 5533.124512
	Iteration 37Q: 3 clusters Score -8736936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -8736976.000000 Penalty: 5533.124512
	Iteration 38Q: 3 clusters Score -8736976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -8737001.000000 Penalty: 5533.124512
	Iteration 39Q: 3 clusters Score -8737001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -8737023.000000 Penalty: 5533.124512
	Iteration 40F: 3 clusters Score -8737023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -8737055.000000 Penalty: 5533.124512
	Iteration 41Q: 3 clusters Score -8737055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -8737051.000000 Penalty: 5533.124512
	Iteration 42Q: 3 clusters Score -8737051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -8737072.000000 Penalty: 5533.124512
	Iteration 43Q: 3 clusters Score -8737072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -8737079.000000 Penalty: 5533.124512
	Iteration 44Q: 3 clusters Score -8737079 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -8737077.000000 Penalty: 5533.124512
	Iteration 45Q: 3 clusters Score -8737077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -8737081.000000 Penalty: 5533.124512
	Iteration 46Q: 3 clusters Score -8737081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -8737097.000000 Penalty: 5533.124512
	Iteration 47Q: 3 clusters Score -8737097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8737103.000000 Penalty: 5533.124512
	Iteration 48Q: 3 clusters Score -8737103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -8737114.000000 Penalty: 5533.124512
	Iteration 49Q: 3 clusters Score -8737114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -8737113.000000 Penalty: 5533.124512
	Iteration 50Q: 3 clusters Score -8737113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -8737133.000000 Penalty: 5533.124512
	Iteration 51Q: 3 clusters Score -8737133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8737132.000000 Penalty: 5533.124512
	Iteration 52Q: 3 clusters Score -8737132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -8737138.000000 Penalty: 5533.124512
	Iteration 53Q: 3 clusters Score -8737138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -8737130.000000 Penalty: 5533.124512
	Iteration 54Q: 3 clusters Score -8737130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -8737144.000000 Penalty: 5533.124512
	Iteration 55Q: 3 clusters Score -8737144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -8737138.000000 Penalty: 5533.124512
	Iteration 56Q: 3 clusters Score -8737138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -8737148.000000 Penalty: 5533.124512
	Iteration 57Q: 3 clusters Score -8737148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8737138.000000 Penalty: 5533.124512
	Iteration 58Q: 3 clusters Score -8737138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -8737146.000000 Penalty: 5533.124512
	Iteration 59Q: 3 clusters Score -8737146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -8737146.000000 Penalty: 5533.124512
	Iteration 60F: 3 clusters Score -8737146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -8737149.000000 Penalty: 5533.124512
	Iteration 61Q: 3 clusters Score -8737149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -8737145.000000 Penalty: 5533.124512
	Iteration 62Q: 3 clusters Score -8737145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -8737142.000000 Penalty: 5533.124512
	Iteration 63Q: 3 clusters Score -8737142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -8737141.000000 Penalty: 5533.124512
	Iteration 64Q: 3 clusters Score -8737141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -8737151.000000 Penalty: 5533.124512
	Iteration 65Q: 3 clusters Score -8737151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -8737159.000000 Penalty: 5533.124512
	Iteration 66Q: 3 clusters Score -8737159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -8737158.000000 Penalty: 5533.124512
	Iteration 67Q: 3 clusters Score -8737158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -8737163.000000 Penalty: 5533.124512
	Iteration 68Q: 3 clusters Score -8737163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -8737158.000000 Penalty: 5533.124512
	Iteration 69Q: 3 clusters Score -8737158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -8737158.000000 Penalty: 5533.124512
	Iteration 70Q: 3 clusters Score -8737158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8737162.000000 Penalty: 5533.124512
	Iteration 71Q: 3 clusters Score -8737162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -8737174.000000 Penalty: 5533.124512
	Iteration 72Q: 3 clusters Score -8737174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -8737162.000000 Penalty: 5533.124512
	Iteration 73Q: 3 clusters Score -8737162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -8737174.000000 Penalty: 5533.124512
	Iteration 74Q: 3 clusters Score -8737174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -8737180.000000 Penalty: 5533.124512
	Iteration 75Q: 3 clusters Score -8737180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -8737188.000000 Penalty: 5533.124512
	Iteration 76Q: 3 clusters Score -8737188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8737186.000000 Penalty: 5533.124512
	Iteration 77Q: 3 clusters Score -8737186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8737190.000000 Penalty: 5533.124512
	Iteration 78Q: 3 clusters Score -8737190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -8737181.000000 Penalty: 5533.124512
	Iteration 79Q: 3 clusters Score -8737181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -8737182.000000 Penalty: 5533.124512
	Iteration 80F: 3 clusters Score -8737182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -8737187.000000 Penalty: 5533.124512
	Iteration 81Q: 3 clusters Score -8737187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -8737200.000000 Penalty: 5533.124512
	Iteration 82Q: 3 clusters Score -8737200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -8737191.000000 Penalty: 5533.124512
	Iteration 83Q: 3 clusters Score -8737191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -8737190.000000 Penalty: 5533.124512
	Iteration 84Q: 3 clusters Score -8737190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -8737189.000000 Penalty: 5533.124512
	Iteration 85Q: 3 clusters Score -8737189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8737191.000000 Penalty: 5533.124512
	Iteration 86Q: 3 clusters Score -8737191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -8737212.000000 Penalty: 5533.124512
	Iteration 87Q: 3 clusters Score -8737212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8737211.000000 Penalty: 5533.124512
	Iteration 88Q: 3 clusters Score -8737211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -8737205.000000 Penalty: 5533.124512
	Iteration 89Q: 3 clusters Score -8737205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -8737204.000000 Penalty: 5533.124512
	Iteration 90Q: 3 clusters Score -8737204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -8737203.000000 Penalty: 5533.124512
	Iteration 91Q: 3 clusters Score -8737203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -8737203.000000 Penalty: 5533.124512
	Iteration 92Q: 3 clusters Score -8737203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -8737206.000000 Penalty: 5533.124512
	Iteration 93Q: 3 clusters Score -8737206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -8737202.000000 Penalty: 5533.124512
	Iteration 94Q: 3 clusters Score -8737202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -8737199.000000 Penalty: 5533.124512
	Iteration 95Q: 3 clusters Score -8737199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -8737203.000000 Penalty: 5533.124512
	Iteration 96Q: 3 clusters Score -8737203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -8737204.000000 Penalty: 5533.124512
	Iteration 97Q: 3 clusters Score -8737204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -8737202.000000 Penalty: 5533.124512
	Iteration 98Q: 3 clusters Score -8737202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -8737194.000000 Penalty: 5533.124512
	Iteration 99Q: 3 clusters Score -8737194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -8737198.000000 Penalty: 5533.124512
	Iteration 100F: 3 clusters Score -8737198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -8737196.000000 Penalty: 5533.124512
	Iteration 101Q: 3 clusters Score -8737196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -8737205.000000 Penalty: 5533.124512
	Iteration 102Q: 3 clusters Score -8737205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -8737212.000000 Penalty: 5533.124512
	Iteration 103Q: 3 clusters Score -8737212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -8737212.000000 Penalty: 5533.124512
	Iteration 104Q: 3 clusters Score -8737212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -8737216.000000 Penalty: 5533.124512
	Iteration 105Q: 3 clusters Score -8737216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -8737216.000000 Penalty: 5533.124512
	Iteration 106Q: 3 clusters Score -8737216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -8737213.000000 Penalty: 5533.124512
	Iteration 107Q: 3 clusters Score -8737213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -8737222.000000 Penalty: 5533.124512
	Iteration 108Q: 3 clusters Score -8737222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -8737224.000000 Penalty: 5533.124512
	Iteration 109Q: 3 clusters Score -8737224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -8737232.000000 Penalty: 5533.124512
	Iteration 110Q: 3 clusters Score -8737232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -8737225.000000 Penalty: 5533.124512
	Iteration 111Q: 3 clusters Score -8737225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -8737223.000000 Penalty: 5533.124512
	Iteration 112Q: 3 clusters Score -8737223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -8737221.000000 Penalty: 5533.124512
	Iteration 113Q: 3 clusters Score -8737221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -8737216.000000 Penalty: 5533.124512
	Iteration 114Q: 3 clusters Score -8737216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -8737227.000000 Penalty: 5533.124512
	Iteration 115Q: 3 clusters Score -8737227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -8737231.000000 Penalty: 5533.124512
	Iteration 116Q: 3 clusters Score -8737231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -8737230.000000 Penalty: 5533.124512
	Iteration 117Q: 3 clusters Score -8737230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -8737230.000000 Penalty: 5533.124512
	Iteration 118F: 3 clusters Score -8737230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -457322.625000 Penalty: 2035.705811
	Iteration 0F: 2 clusters Score -457322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -453651.343750 Penalty: 4071.411621
	Iteration 0F: 3 clusters Score -453651.3 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -454445.031250 Penalty: 4071.411621
	Iteration 1F: 3 clusters Score -454445 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -454645.500000 Penalty: 4071.411621
	Iteration 2F: 3 clusters Score -454645.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -454782.687500 Penalty: 4071.411621
	Iteration 3F: 3 clusters Score -454782.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -454862.812500 Penalty: 4071.411621
	Iteration 4Q: 3 clusters Score -454862.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454921.343750 Penalty: 4071.411621
	Iteration 5Q: 3 clusters Score -454921.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -454972.812500 Penalty: 4071.411621
	Iteration 6Q: 3 clusters Score -454972.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -455013.187500 Penalty: 4071.411621
	Iteration 7Q: 3 clusters Score -455013.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -455052.562500 Penalty: 4071.411621
	Iteration 8Q: 3 clusters Score -455052.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455083.218750 Penalty: 4071.411621
	Iteration 9Q: 3 clusters Score -455083.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -455106.593750 Penalty: 4071.411621
	Iteration 10Q: 3 clusters Score -455106.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -455128.718750 Penalty: 4071.411621
	Iteration 11Q: 3 clusters Score -455128.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -455150.437500 Penalty: 4071.411621
	Iteration 12Q: 3 clusters Score -455150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -455172.875000 Penalty: 4071.411621
	Iteration 13Q: 3 clusters Score -455172.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -455192.343750 Penalty: 4071.411621
	Iteration 14Q: 3 clusters Score -455192.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -455206.750000 Penalty: 4071.411621
	Iteration 15Q: 3 clusters Score -455206.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -455220.500000 Penalty: 4071.411621
	Iteration 16Q: 3 clusters Score -455220.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -455237.843750 Penalty: 4071.411621
	Iteration 17Q: 3 clusters Score -455237.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -455267.281250 Penalty: 4071.411621
	Iteration 18Q: 3 clusters Score -455267.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -455291.781250 Penalty: 4071.411621
	Iteration 19Q: 3 clusters Score -455291.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -455312.593750 Penalty: 4071.411621
	Iteration 20F: 3 clusters Score -455312.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -455336.750000 Penalty: 4071.411621
	Iteration 21Q: 3 clusters Score -455336.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -455374.375000 Penalty: 4071.411621
	Iteration 22Q: 3 clusters Score -455374.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -455414.875000 Penalty: 4071.411621
	Iteration 23Q: 3 clusters Score -455414.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -455454.875000 Penalty: 4071.411621
	Iteration 24Q: 3 clusters Score -455454.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -455506.468750 Penalty: 4071.411621
	Iteration 25Q: 3 clusters Score -455506.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -455571.625000 Penalty: 4071.411621
	Iteration 26Q: 3 clusters Score -455571.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -455634.468750 Penalty: 4071.411621
	Iteration 27Q: 3 clusters Score -455634.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -455696.000000 Penalty: 4071.411621
	Iteration 28Q: 3 clusters Score -455696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -455747.031250 Penalty: 4071.411621
	Iteration 29Q: 3 clusters Score -455747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -455795.593750 Penalty: 4071.411621
	Iteration 30Q: 3 clusters Score -455795.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -455844.281250 Penalty: 4071.411621
	Iteration 31Q: 3 clusters Score -455844.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -455901.343750 Penalty: 4071.411621
	Iteration 32Q: 3 clusters Score -455901.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -455957.687500 Penalty: 4071.411621
	Iteration 33Q: 3 clusters Score -455957.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -456001.156250 Penalty: 4071.411621
	Iteration 34Q: 3 clusters Score -456001.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -456036.531250 Penalty: 4071.411621
	Iteration 35Q: 3 clusters Score -456036.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -456064.562500 Penalty: 4071.411621
	Iteration 36Q: 3 clusters Score -456064.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -456090.281250 Penalty: 4071.411621
	Iteration 37Q: 3 clusters Score -456090.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -456102.218750 Penalty: 4071.411621
	Iteration 38Q: 3 clusters Score -456102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -456107.281250 Penalty: 4071.411621
	Iteration 39Q: 3 clusters Score -456107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -456109.593750 Penalty: 4071.411621
	Iteration 40F: 3 clusters Score -456109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -456111.187500 Penalty: 4071.411621
	Iteration 41Q: 3 clusters Score -456111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -456114.468750 Penalty: 4071.411621
	Iteration 42Q: 3 clusters Score -456114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -456115.375000 Penalty: 4071.411621
	Iteration 43Q: 3 clusters Score -456115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -456115.375000 Penalty: 4071.411621
	Iteration 44F: 3 clusters Score -456115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -716647.250000 Penalty: 2150.691650
	Iteration 0F: 2 clusters Score -716647.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -711560.937500 Penalty: 4301.383301
	Iteration 0F: 3 clusters Score -711560.9 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -712768.625000 Penalty: 4301.383301
	Iteration 1F: 3 clusters Score -712768.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -713020.562500 Penalty: 4301.383301
	Iteration 2F: 3 clusters Score -713020.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -713197.625000 Penalty: 4301.383301
	Iteration 3F: 3 clusters Score -713197.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -713337.250000 Penalty: 4301.383301
	Iteration 4Q: 3 clusters Score -713337.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -713464.750000 Penalty: 4301.383301
	Iteration 5Q: 3 clusters Score -713464.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -713572.312500 Penalty: 4301.383301
	Iteration 6Q: 3 clusters Score -713572.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -713704.500000 Penalty: 4301.383301
	Iteration 7Q: 3 clusters Score -713704.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -713833.375000 Penalty: 4301.383301
	Iteration 8Q: 3 clusters Score -713833.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -713976.875000 Penalty: 4301.383301
	Iteration 9Q: 3 clusters Score -713976.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -714132.687500 Penalty: 4301.383301
	Iteration 10Q: 3 clusters Score -714132.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -714274.375000 Penalty: 4301.383301
	Iteration 11Q: 3 clusters Score -714274.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -714414.062500 Penalty: 4301.383301
	Iteration 12Q: 3 clusters Score -714414.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -714535.000000 Penalty: 4301.383301
	Iteration 13Q: 3 clusters Score -714535 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -714652.812500 Penalty: 4301.383301
	Iteration 14Q: 3 clusters Score -714652.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -714754.562500 Penalty: 4301.383301
	Iteration 15Q: 3 clusters Score -714754.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -714834.500000 Penalty: 4301.383301
	Iteration 16Q: 3 clusters Score -714834.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -714902.375000 Penalty: 4301.383301
	Iteration 17Q: 3 clusters Score -714902.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -714963.750000 Penalty: 4301.383301
	Iteration 18Q: 3 clusters Score -714963.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -715024.437500 Penalty: 4301.383301
	Iteration 19Q: 3 clusters Score -715024.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -715066.875000 Penalty: 4301.383301
	Iteration 20F: 3 clusters Score -715066.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -715107.187500 Penalty: 4301.383301
	Iteration 21Q: 3 clusters Score -715107.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -715133.250000 Penalty: 4301.383301
	Iteration 22Q: 3 clusters Score -715133.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -715153.312500 Penalty: 4301.383301
	Iteration 23Q: 3 clusters Score -715153.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -715170.312500 Penalty: 4301.383301
	Iteration 24Q: 3 clusters Score -715170.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -715187.437500 Penalty: 4301.383301
	Iteration 25Q: 3 clusters Score -715187.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -715203.812500 Penalty: 4301.383301
	Iteration 26Q: 3 clusters Score -715203.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -715216.250000 Penalty: 4301.383301
	Iteration 27Q: 3 clusters Score -715216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -715232.875000 Penalty: 4301.383301
	Iteration 28Q: 3 clusters Score -715232.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -715244.375000 Penalty: 4301.383301
	Iteration 29Q: 3 clusters Score -715244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -715250.687500 Penalty: 4301.383301
	Iteration 30Q: 3 clusters Score -715250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -715253.062500 Penalty: 4301.383301
	Iteration 31Q: 3 clusters Score -715253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -715257.437500 Penalty: 4301.383301
	Iteration 32Q: 3 clusters Score -715257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -715262.250000 Penalty: 4301.383301
	Iteration 33Q: 3 clusters Score -715262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -715266.562500 Penalty: 4301.383301
	Iteration 34Q: 3 clusters Score -715266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -715273.187500 Penalty: 4301.383301
	Iteration 35Q: 3 clusters Score -715273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -715280.750000 Penalty: 4301.383301
	Iteration 36Q: 3 clusters Score -715280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -715285.062500 Penalty: 4301.383301
	Iteration 37Q: 3 clusters Score -715285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -715288.062500 Penalty: 4301.383301
	Iteration 38Q: 3 clusters Score -715288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -715293.125000 Penalty: 4301.383301
	Iteration 39Q: 3 clusters Score -715293.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -715298.437500 Penalty: 4301.383301
	Iteration 40F: 3 clusters Score -715298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -715301.750000 Penalty: 4301.383301
	Iteration 41Q: 3 clusters Score -715301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -715305.187500 Penalty: 4301.383301
	Iteration 42Q: 3 clusters Score -715305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -715310.937500 Penalty: 4301.383301
	Iteration 43Q: 3 clusters Score -715310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -715317.687500 Penalty: 4301.383301
	Iteration 44Q: 3 clusters Score -715317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -715319.000000 Penalty: 4301.383301
	Iteration 45Q: 3 clusters Score -715319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -715324.812500 Penalty: 4301.383301
	Iteration 46Q: 3 clusters Score -715324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -715333.500000 Penalty: 4301.383301
	Iteration 47Q: 3 clusters Score -715333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -715333.875000 Penalty: 4301.383301
	Iteration 48Q: 3 clusters Score -715333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -715335.750000 Penalty: 4301.383301
	Iteration 49Q: 3 clusters Score -715335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -715336.625000 Penalty: 4301.383301
	Iteration 50Q: 3 clusters Score -715336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -715336.625000 Penalty: 4301.383301
	Iteration 51F: 3 clusters Score -715336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Entering Unmasked Estep 
Score: -1720737.125000 Penalty: 2353.204834
	Iteration 0F: 2 clusters Score -1720737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1711009.375000 Penalty: 4706.409668
	Iteration 0F: 3 clusters Score -1711009 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1713998.750000 Penalty: 4706.409668
	Iteration 1F: 3 clusters Score -1713999 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1714372.625000 Penalty: 4706.409668
	Iteration 2F: 3 clusters Score -1714373 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1714686.125000 Penalty: 4706.409668
	Iteration 3F: 3 clusters Score -1714686 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1714963.750000 Penalty: 4706.409668
	Iteration 4Q: 3 clusters Score -1714964 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1715206.875000 Penalty: 4706.409668
	Iteration 5Q: 3 clusters Score -1715207 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1715449.375000 Penalty: 4706.409668
	Iteration 6Q: 3 clusters Score -1715449 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1715717.250000 Penalty: 4706.409668
	Iteration 7Q: 3 clusters Score -1715717 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1716011.625000 Penalty: 4706.409668
	Iteration 8Q: 3 clusters Score -1716012 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1716318.000000 Penalty: 4706.409668
	Iteration 9Q: 3 clusters Score -1716318 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1716635.750000 Penalty: 4706.409668
	Iteration 10Q: 3 clusters Score -1716636 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1716929.125000 Penalty: 4706.409668
	Iteration 11Q: 3 clusters Score -1716929 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1717196.000000 Penalty: 4706.409668
	Iteration 12Q: 3 clusters Score -1717196 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1717395.375000 Penalty: 4706.409668
	Iteration 13Q: 3 clusters Score -1717395 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1717524.500000 Penalty: 4706.409668
	Iteration 14Q: 3 clusters Score -1717524 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1717616.875000 Penalty: 4706.409668
	Iteration 15Q: 3 clusters Score -1717617 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1717674.875000 Penalty: 4706.409668
	Iteration 16Q: 3 clusters Score -1717675 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1717717.375000 Penalty: 4706.409668
	Iteration 17Q: 3 clusters Score -1717717 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1717748.875000 Penalty: 4706.409668
	Iteration 18Q: 3 clusters Score -1717749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1717777.125000 Penalty: 4706.409668
	Iteration 19Q: 3 clusters Score -1717777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1717804.500000 Penalty: 4706.409668
	Iteration 20F: 3 clusters Score -1717804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1717822.750000 Penalty: 4706.409668
	Iteration 21Q: 3 clusters Score -1717823 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1717840.250000 Penalty: 4706.409668
	Iteration 22Q: 3 clusters Score -1717840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1717856.375000 Penalty: 4706.409668
	Iteration 23Q: 3 clusters Score -1717856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1717869.250000 Penalty: 4706.409668
	Iteration 24Q: 3 clusters Score -1717869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1717884.625000 Penalty: 4706.409668
	Iteration 25Q: 3 clusters Score -1717885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1717896.375000 Penalty: 4706.409668
	Iteration 26Q: 3 clusters Score -1717896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1717907.250000 Penalty: 4706.409668
	Iteration 27Q: 3 clusters Score -1717907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1717921.750000 Penalty: 4706.409668
	Iteration 28Q: 3 clusters Score -1717922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1717939.250000 Penalty: 4706.409668
	Iteration 29Q: 3 clusters Score -1717939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1717946.375000 Penalty: 4706.409668
	Iteration 30Q: 3 clusters Score -1717946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1717954.750000 Penalty: 4706.409668
	Iteration 31Q: 3 clusters Score -1717955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1717971.250000 Penalty: 4706.409668
	Iteration 32Q: 3 clusters Score -1717971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1717976.250000 Penalty: 4706.409668
	Iteration 33Q: 3 clusters Score -1717976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1717983.375000 Penalty: 4706.409668
	Iteration 34Q: 3 clusters Score -1717983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1717986.750000 Penalty: 4706.409668
	Iteration 35Q: 3 clusters Score -1717987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1717996.125000 Penalty: 4706.409668
	Iteration 36Q: 3 clusters Score -1717996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1718002.875000 Penalty: 4706.409668
	Iteration 37Q: 3 clusters Score -1718003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1718010.000000 Penalty: 4706.409668
	Iteration 38Q: 3 clusters Score -1718010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1718016.375000 Penalty: 4706.409668
	Iteration 39Q: 3 clusters Score -1718016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1718024.000000 Penalty: 4706.409668
	Iteration 40F: 3 clusters Score -1718024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1718025.875000 Penalty: 4706.409668
	Iteration 41Q: 3 clusters Score -1718026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1718024.750000 Penalty: 4706.409668
	Iteration 42Q: 3 clusters Score -1718025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1718033.125000 Penalty: 4706.409668
	Iteration 43Q: 3 clusters Score -1718033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1718041.125000 Penalty: 4706.409668
	Iteration 44Q: 3 clusters Score -1718041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1718045.875000 Penalty: 4706.409668
	Iteration 45Q: 3 clusters Score -1718046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1718044.625000 Penalty: 4706.409668
	Iteration 46Q: 3 clusters Score -1718045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1718046.875000 Penalty: 4706.409668
	Iteration 47Q: 3 clusters Score -1718047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1718048.375000 Penalty: 4706.409668
	Iteration 48Q: 3 clusters Score -1718048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1718050.125000 Penalty: 4706.409668
	Iteration 49Q: 3 clusters Score -1718050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1718052.000000 Penalty: 4706.409668
	Iteration 50Q: 3 clusters Score -1718052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1718054.625000 Penalty: 4706.409668
	Iteration 51Q: 3 clusters Score -1718055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1718056.875000 Penalty: 4706.409668
	Iteration 52Q: 3 clusters Score -1718057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1718053.625000 Penalty: 4706.409668
	Iteration 53Q: 3 clusters Score -1718054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1718061.875000 Penalty: 4706.409668
	Iteration 54Q: 3 clusters Score -1718062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1718065.625000 Penalty: 4706.409668
	Iteration 55Q: 3 clusters Score -1718066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1718069.375000 Penalty: 4706.409668
	Iteration 56Q: 3 clusters Score -1718069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1718071.000000 Penalty: 4706.409668
	Iteration 57Q: 3 clusters Score -1718071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1718074.375000 Penalty: 4706.409668
	Iteration 58Q: 3 clusters Score -1718074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1718078.875000 Penalty: 4706.409668
	Iteration 59Q: 3 clusters Score -1718079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1718081.125000 Penalty: 4706.409668
	Iteration 60F: 3 clusters Score -1718081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1718091.125000 Penalty: 4706.409668
	Iteration 61Q: 3 clusters Score -1718091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1718095.000000 Penalty: 4706.409668
	Iteration 62Q: 3 clusters Score -1718095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1718105.500000 Penalty: 4706.409668
	Iteration 63Q: 3 clusters Score -1718106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1718110.000000 Penalty: 4706.409668
	Iteration 64Q: 3 clusters Score -1718110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1718117.000000 Penalty: 4706.409668
	Iteration 65Q: 3 clusters Score -1718117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1718126.750000 Penalty: 4706.409668
	Iteration 66Q: 3 clusters Score -1718127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1718126.375000 Penalty: 4706.409668
	Iteration 67Q: 3 clusters Score -1718126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1718129.500000 Penalty: 4706.409668
	Iteration 68Q: 3 clusters Score -1718130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1718135.500000 Penalty: 4706.409668
	Iteration 69Q: 3 clusters Score -1718136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1718141.250000 Penalty: 4706.409668
	Iteration 70Q: 3 clusters Score -1718141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1718147.125000 Penalty: 4706.409668
	Iteration 71Q: 3 clusters Score -1718147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1718152.375000 Penalty: 4706.409668
	Iteration 72Q: 3 clusters Score -1718152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1718159.875000 Penalty: 4706.409668
	Iteration 73Q: 3 clusters Score -1718160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1718168.000000 Penalty: 4706.409668
	Iteration 74Q: 3 clusters Score -1718168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1718171.875000 Penalty: 4706.409668
	Iteration 75Q: 3 clusters Score -1718172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1718175.875000 Penalty: 4706.409668
	Iteration 76Q: 3 clusters Score -1718176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1718174.625000 Penalty: 4706.409668
	Iteration 77Q: 3 clusters Score -1718175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1718174.000000 Penalty: 4706.409668
	Iteration 78Q: 3 clusters Score -1718174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1718175.000000 Penalty: 4706.409668
	Iteration 79Q: 3 clusters Score -1718175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1718176.000000 Penalty: 4706.409668
	Iteration 80F: 3 clusters Score -1718176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1718180.125000 Penalty: 4706.409668
	Iteration 81Q: 3 clusters Score -1718180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1718181.625000 Penalty: 4706.409668
	Iteration 82Q: 3 clusters Score -1718182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1718184.625000 Penalty: 4706.409668
	Iteration 83Q: 3 clusters Score -1718185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1718187.250000 Penalty: 4706.409668
	Iteration 84Q: 3 clusters Score -1718187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1718189.875000 Penalty: 4706.409668
	Iteration 85Q: 3 clusters Score -1718190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1718196.375000 Penalty: 4706.409668
	Iteration 86Q: 3 clusters Score -1718196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
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Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3165 members 
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Mstep: Class 1 contains 10058 members 
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Mstep: Class 1 contains 10066 members 
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Mstep: Class 1 contains 10094 members 
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Mstep: Class 1 contains 10109 members 
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3088 members 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3078 members 
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	Iteration 95Q: 3 clusters Score -1718222 nChanged 14
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Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3064 members 
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	Iteration 96Q: 3 clusters Score -1718223 nChanged 13
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Mstep: Class 1 contains 10159 members 
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	Iteration 97Q: 3 clusters Score -1718227 nChanged 15
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Mstep: Class 1 contains 10172 members 
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	Iteration 98Q: 3 clusters Score -1718231 nChanged 20
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Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3024 members 
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3011 members 
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	Iteration 100F: 3 clusters Score -1718237 nChanged 15
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Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1718241 nChanged 14
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Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1718240 nChanged 14
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2970 members 
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	Iteration 103Q: 3 clusters Score -1718242 nChanged 13
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Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2957 members 
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	Iteration 104Q: 3 clusters Score -1718244 nChanged 17
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Mstep: Class 1 contains 10270 members 
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	Iteration 105Q: 3 clusters Score -1718249 nChanged 18
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Mstep: Class 1 contains 10288 members 
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	Iteration 106Q: 3 clusters Score -1718254 nChanged 16
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	Iteration 107Q: 3 clusters Score -1718256 nChanged 18
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Mstep: Class 1 contains 10320 members 
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	Iteration 108Q: 3 clusters Score -1718258 nChanged 21
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	Iteration 109Q: 3 clusters Score -1718271 nChanged 22
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Mstep: Class 2 contains 2849 members 
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	Iteration 112Q: 3 clusters Score -1718275 nChanged 12
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	Iteration 114Q: 3 clusters Score -1718280 nChanged 12
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	Iteration 115Q: 3 clusters Score -1718288 nChanged 13
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	Iteration 116Q: 3 clusters Score -1718290 nChanged 15
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	Iteration 117Q: 3 clusters Score -1718289 nChanged 11
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	Iteration 118Q: 3 clusters Score -1718289 nChanged 11
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	Iteration 119Q: 3 clusters Score -1718292 nChanged 13
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	Iteration 120F: 3 clusters Score -1718294 nChanged 10
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	Iteration 121Q: 3 clusters Score -1718292 nChanged 5
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	Iteration 122Q: 3 clusters Score -1718292 nChanged 9
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	Iteration 123Q: 3 clusters Score -1718297 nChanged 10
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	Iteration 124Q: 3 clusters Score -1718299 nChanged 14
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	Iteration 126Q: 3 clusters Score -1718305 nChanged 12
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	Iteration 127Q: 3 clusters Score -1718310 nChanged 9
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	Iteration 128Q: 3 clusters Score -1718310 nChanged 19
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Mstep: Class 2 contains 2657 members 
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	Iteration 129Q: 3 clusters Score -1718306 nChanged 17
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	Iteration 130Q: 3 clusters Score -1718314 nChanged 20
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	Iteration 131Q: 3 clusters Score -1718318 nChanged 15
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	Iteration 132Q: 3 clusters Score -1718319 nChanged 19
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	Iteration 133Q: 3 clusters Score -1718329 nChanged 21
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	Iteration 134Q: 3 clusters Score -1718331 nChanged 22
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	Iteration 135Q: 3 clusters Score -1718336 nChanged 17
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	Iteration 136Q: 3 clusters Score -1718338 nChanged 21
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	Iteration 137Q: 3 clusters Score -1718343 nChanged 18
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	Iteration 139Q: 3 clusters Score -1718350 nChanged 10
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	Iteration 142Q: 3 clusters Score -1718357 nChanged 9
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	Iteration 143Q: 3 clusters Score -1718359 nChanged 9
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Mstep: Class 1 contains 10780 members 
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Mstep: Class 1 contains 10784 members 
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	Iteration 145Q: 3 clusters Score -1718364 nChanged 7
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	Iteration 147Q: 3 clusters Score -1718364 nChanged 4
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	Iteration 149Q: 3 clusters Score -1718370 nChanged 8
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	Iteration 150Q: 3 clusters Score -1718367 nChanged 9
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	Iteration 151Q: 3 clusters Score -1718371 nChanged 10
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	Iteration 152Q: 3 clusters Score -1718374 nChanged 5
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	Iteration 153Q: 3 clusters Score -1718376 nChanged 5
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	Iteration 154Q: 3 clusters Score -1718377 nChanged 8
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	Iteration 155Q: 3 clusters Score -1718380 nChanged 6
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	Iteration 156Q: 3 clusters Score -1718381 nChanged 8
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	Iteration 157Q: 3 clusters Score -1718380 nChanged 4
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	Iteration 158Q: 3 clusters Score -1718380 nChanged 5
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	Iteration 159Q: 3 clusters Score -1718382 nChanged 5
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	Iteration 160F: 3 clusters Score -1718380 nChanged 4
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	Iteration 162Q: 3 clusters Score -1718381 nChanged 5
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	Iteration 163Q: 3 clusters Score -1718378 nChanged 4
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	Iteration 164Q: 3 clusters Score -1718381 nChanged 6
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	Iteration 165Q: 3 clusters Score -1718384 nChanged 4
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	Iteration 167Q: 3 clusters Score -1718386 nChanged 2
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	Iteration 168Q: 3 clusters Score -1718389 nChanged 3
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	Iteration 169Q: 3 clusters Score -1718387 nChanged 9
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	Iteration 170Q: 3 clusters Score -1718391 nChanged 9
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	Iteration 171Q: 3 clusters Score -1718389 nChanged 9
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	Iteration 172Q: 3 clusters Score -1718396 nChanged 4
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	Iteration 173Q: 3 clusters Score -1718397 nChanged 4
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	Iteration 174Q: 3 clusters Score -1718396 nChanged 5
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	Iteration 175Q: 3 clusters Score -1718397 nChanged 1
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	Iteration 176Q: 3 clusters Score -1718396 nChanged 3
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	Iteration 177Q: 3 clusters Score -1718396 nChanged 3
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	Iteration 178Q: 3 clusters Score -1718395 nChanged 5
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	Iteration 179Q: 3 clusters Score -1718395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1718398.125000 Penalty: 4706.409668
	Iteration 180F: 3 clusters Score -1718398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1718399.125000 Penalty: 4706.409668
	Iteration 181Q: 3 clusters Score -1718399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1718400.500000 Penalty: 4706.409668
	Iteration 182Q: 3 clusters Score -1718400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1718398.500000 Penalty: 4706.409668
	Iteration 183Q: 3 clusters Score -1718398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1718398.750000 Penalty: 4706.409668
	Iteration 184Q: 3 clusters Score -1718399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1718400.125000 Penalty: 4706.409668
	Iteration 185Q: 3 clusters Score -1718400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1718400.125000 Penalty: 4706.409668
	Iteration 186F: 3 clusters Score -1718400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95195.578125 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95195.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93431.265625 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93431.27 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93770.187500 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93770.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93873.187500 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -93873.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93918.398438 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -93918.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93949.890625 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -93949.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93968.156250 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -93968.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93976.984375 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -93976.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93979.859375 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -93979.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93984.289062 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -93984.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93986.906250 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -93986.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93996.007812 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -93996.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94010.539062 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -94010.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94018.906250 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -94018.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94028.937500 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -94028.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94033.609375 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -94033.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94036.351562 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -94036.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94042.429688 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -94042.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94046.859375 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -94046.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94049.953125 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -94049.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94059.757812 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -94059.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94064.695312 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -94064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94071.593750 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -94071.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94080.664062 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -94080.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94081.757812 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -94081.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -94081.757812 Penalty: 3331.430908
	Iteration 24F: 3 clusters Score -94081.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (215431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215431 members 
Entering Unmasked Estep 
Score: -27544766.000000 Penalty: 3045.538086
	Iteration 0F: 2 clusters Score -2.754477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108137 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -27408342.000000 Penalty: 6091.076172
	Iteration 0F: 3 clusters Score -2.740834e+07 nChanged 103943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115794 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -27469904.000000 Penalty: 6091.076172
	Iteration 1F: 3 clusters Score -2.74699e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -27471598.000000 Penalty: 6091.076172
	Iteration 2Q: 3 clusters Score -2.74716e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127449 members 
Mstep: Class 2 contains 87982 members 
Entering Unmasked Estep 
Score: -27474248.000000 Penalty: 6091.076172
	Iteration 3Q: 3 clusters Score -2.747425e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137898 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -27479722.000000 Penalty: 6091.076172
	Iteration 4F: 3 clusters Score -2.747972e+07 nChanged 14976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152770 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -27489942.000000 Penalty: 6091.076172
	Iteration 5F: 3 clusters Score -2.748994e+07 nChanged 18839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -27505248.000000 Penalty: 6091.076172
	Iteration 6F: 3 clusters Score -2.750525e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190292 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -27521196.000000 Penalty: 6091.076172
	Iteration 7F: 3 clusters Score -2.75212e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203516 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -27532020.000000 Penalty: 6091.076172
	Iteration 8F: 3 clusters Score -2.753202e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210281 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -27537502.000000 Penalty: 6091.076172
	Iteration 9Q: 3 clusters Score -2.75375e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213239 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -27540138.000000 Penalty: 6091.076172
	Iteration 10Q: 3 clusters Score -2.754014e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214328 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -27541150.000000 Penalty: 6091.076172
	Iteration 11Q: 3 clusters Score -2.754115e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214723 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -27541514.000000 Penalty: 6091.076172
	Iteration 12Q: 3 clusters Score -2.754151e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214867 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -27541700.000000 Penalty: 6091.076172
	Iteration 13Q: 3 clusters Score -2.75417e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214950 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -27541826.000000 Penalty: 6091.076172
	Iteration 14Q: 3 clusters Score -2.754183e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214996 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27541848.000000 Penalty: 6091.076172
	Iteration 15Q: 3 clusters Score -2.754185e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215025 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27541884.000000 Penalty: 6091.076172
	Iteration 16Q: 3 clusters Score -2.754188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215044 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -27541942.000000 Penalty: 6091.076172
	Iteration 17Q: 3 clusters Score -2.754194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215049 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27541960.000000 Penalty: 6091.076172
	Iteration 18Q: 3 clusters Score -2.754196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215055 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27541978.000000 Penalty: 6091.076172
	Iteration 19Q: 3 clusters Score -2.754198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215055 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -27541990.000000 Penalty: 6091.076172
	Iteration 20F: 3 clusters Score -2.754199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215059 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27542002.000000 Penalty: 6091.076172
	Iteration 21Q: 3 clusters Score -2.7542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215060 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27542008.000000 Penalty: 6091.076172
	Iteration 22Q: 3 clusters Score -2.754201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215061 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27542022.000000 Penalty: 6091.076172
	Iteration 23Q: 3 clusters Score -2.754202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215064 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27542030.000000 Penalty: 6091.076172
	Iteration 24Q: 3 clusters Score -2.754203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215065 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27542016.000000 Penalty: 6091.076172
	Iteration 25Q: 3 clusters Score -2.754202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27542048.000000 Penalty: 6091.076172
	Iteration 26Q: 3 clusters Score -2.754205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27542050.000000 Penalty: 6091.076172
	Iteration 27Q: 3 clusters Score -2.754205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215074 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27542048.000000 Penalty: 6091.076172
	Iteration 28Q: 3 clusters Score -2.754205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215078 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27542058.000000 Penalty: 6091.076172
	Iteration 29Q: 3 clusters Score -2.754206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215081 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27542054.000000 Penalty: 6091.076172
	Iteration 30Q: 3 clusters Score -2.754205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215082 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27542060.000000 Penalty: 6091.076172
	Iteration 31Q: 3 clusters Score -2.754206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215081 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27542066.000000 Penalty: 6091.076172
	Iteration 32Q: 3 clusters Score -2.754207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215079 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27542068.000000 Penalty: 6091.076172
	Iteration 33Q: 3 clusters Score -2.754207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215079 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -27542068.000000 Penalty: 6091.076172
	Iteration 34F: 3 clusters Score -2.754207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178584 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23742 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171267 members 
Mstep: Class 11 contains 46272 members 
Mstep: Class 12 contains 69947 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291632.000000 Penalty: 57209.031250
Iteration 159Q: 18 clusters Score -9.829163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3269 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178596 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23742 members 
Mstep: Class 8 contains 12144 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171256 members 
Mstep: Class 11 contains 46272 members 
Mstep: Class 12 contains 69948 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291592.000000 Penalty: 57209.031250
Iteration 160F: 18 clusters Score -9.829159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178606 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23741 members 
Mstep: Class 8 contains 12144 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171248 members 
Mstep: Class 11 contains 46273 members 
Mstep: Class 12 contains 69951 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291560.000000 Penalty: 57209.031250
Iteration 161Q: 18 clusters Score -9.829156e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178627 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23741 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 171239 members 
Mstep: Class 11 contains 46275 members 
Mstep: Class 12 contains 69953 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291592.000000 Penalty: 57209.031250
Iteration 162Q: 18 clusters Score -9.829159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 23911 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178636 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23741 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 171230 members 
Mstep: Class 11 contains 46277 members 
Mstep: Class 12 contains 69954 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291632.000000 Penalty: 57209.031250
Iteration 163Q: 18 clusters Score -9.829163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3251 members 
Mstep: Class 3 contains 23911 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178643 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23740 members 
Mstep: Class 8 contains 12146 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 171219 members 
Mstep: Class 11 contains 46279 members 
Mstep: Class 12 contains 69957 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291600.000000 Penalty: 57209.031250
Iteration 164Q: 18 clusters Score -9.82916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178639 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23740 members 
Mstep: Class 8 contains 12149 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171212 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 69961 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291560.000000 Penalty: 57209.031250
Iteration 165Q: 18 clusters Score -9.829156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 23911 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178638 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23740 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171201 members 
Mstep: Class 11 contains 46282 members 
Mstep: Class 12 contains 69962 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291552.000000 Penalty: 57209.031250
Iteration 166Q: 18 clusters Score -9.829155e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178652 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23740 members 
Mstep: Class 8 contains 12143 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171187 members 
Mstep: Class 11 contains 46280 members 
Mstep: Class 12 contains 69961 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291552.000000 Penalty: 57209.031250
Iteration 167Q: 18 clusters Score -9.829155e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3245 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178660 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23741 members 
Mstep: Class 8 contains 12141 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171174 members 
Mstep: Class 11 contains 46282 members 
Mstep: Class 12 contains 69962 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291552.000000 Penalty: 57209.031250
Iteration 168Q: 18 clusters Score -9.829155e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178664 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23741 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 171170 members 
Mstep: Class 11 contains 46280 members 
Mstep: Class 12 contains 69966 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291472.000000 Penalty: 57209.031250
Iteration 169Q: 18 clusters Score -9.829147e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178673 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23742 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171163 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 69966 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291544.000000 Penalty: 57209.031250
Iteration 170Q: 18 clusters Score -9.829154e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178680 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23744 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171156 members 
Mstep: Class 11 contains 46281 members 
Mstep: Class 12 contains 69964 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291576.000000 Penalty: 57209.031250
Iteration 171Q: 18 clusters Score -9.829158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178683 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23745 members 
Mstep: Class 8 contains 12135 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171150 members 
Mstep: Class 11 contains 46283 members 
Mstep: Class 12 contains 69965 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291624.000000 Penalty: 57209.031250
Iteration 172Q: 18 clusters Score -9.829162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178676 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23745 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171142 members 
Mstep: Class 11 contains 46286 members 
Mstep: Class 12 contains 69965 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291648.000000 Penalty: 57209.031250
Iteration 173Q: 18 clusters Score -9.829165e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23906 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178671 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23745 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 11346 members 
Mstep: Class 10 contains 171138 members 
Mstep: Class 11 contains 46288 members 
Mstep: Class 12 contains 69966 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13211 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291648.000000 Penalty: 57209.031250
Iteration 174Q: 18 clusters Score -9.829165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178657 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23744 members 
Mstep: Class 8 contains 12137 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 171132 members 
Mstep: Class 11 contains 46290 members 
Mstep: Class 12 contains 69968 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13210 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291688.000000 Penalty: 57209.031250
Iteration 175Q: 18 clusters Score -9.829169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178656 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23745 members 
Mstep: Class 8 contains 12135 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 171119 members 
Mstep: Class 11 contains 46289 members 
Mstep: Class 12 contains 69967 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291664.000000 Penalty: 57209.031250
Iteration 176Q: 18 clusters Score -9.829166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178652 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23748 members 
Mstep: Class 8 contains 12133 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 171109 members 
Mstep: Class 11 contains 46292 members 
Mstep: Class 12 contains 69967 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291600.000000 Penalty: 57209.031250
Iteration 177Q: 18 clusters Score -9.82916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178658 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23751 members 
Mstep: Class 8 contains 12131 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171095 members 
Mstep: Class 11 contains 46293 members 
Mstep: Class 12 contains 69968 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291640.000000 Penalty: 57209.031250
Iteration 178Q: 18 clusters Score -9.829164e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3244 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178655 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12131 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171087 members 
Mstep: Class 11 contains 46294 members 
Mstep: Class 12 contains 69969 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291632.000000 Penalty: 57209.031250
Iteration 179Q: 18 clusters Score -9.829163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3242 members 
Mstep: Class 3 contains 23901 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178661 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12129 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171082 members 
Mstep: Class 11 contains 46297 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291576.000000 Penalty: 57209.031250
Iteration 180F: 18 clusters Score -9.829158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3239 members 
Mstep: Class 3 contains 23897 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178671 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12128 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171068 members 
Mstep: Class 11 contains 46298 members 
Mstep: Class 12 contains 69972 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 13206 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291560.000000 Penalty: 57209.031250
Iteration 181Q: 18 clusters Score -9.829156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178681 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23756 members 
Mstep: Class 8 contains 12128 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171060 members 
Mstep: Class 11 contains 46299 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291560.000000 Penalty: 57209.031250
Iteration 182Q: 18 clusters Score -9.829156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178679 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23757 members 
Mstep: Class 8 contains 12126 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171053 members 
Mstep: Class 11 contains 46303 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291544.000000 Penalty: 57209.031250
Iteration 183Q: 18 clusters Score -9.829154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178681 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23757 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171052 members 
Mstep: Class 11 contains 46306 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5842 members 
Mstep: Class 15 contains 13207 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291552.000000 Penalty: 57209.031250
Iteration 184Q: 18 clusters Score -9.829155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178681 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23757 members 
Mstep: Class 8 contains 12125 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171050 members 
Mstep: Class 11 contains 46308 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291584.000000 Penalty: 57209.031250
Iteration 185Q: 18 clusters Score -9.829158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178687 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23757 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171043 members 
Mstep: Class 11 contains 46308 members 
Mstep: Class 12 contains 69970 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291616.000000 Penalty: 57209.031250
Iteration 186Q: 18 clusters Score -9.829162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23897 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178687 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23757 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171043 members 
Mstep: Class 11 contains 46307 members 
Mstep: Class 12 contains 69970 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291608.000000 Penalty: 57209.031250
Iteration 187Q: 18 clusters Score -9.829161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178688 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23758 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171041 members 
Mstep: Class 11 contains 46307 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291640.000000 Penalty: 57209.031250
Iteration 188Q: 18 clusters Score -9.829164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23894 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178688 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23756 members 
Mstep: Class 8 contains 12124 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171037 members 
Mstep: Class 11 contains 46309 members 
Mstep: Class 12 contains 69972 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291664.000000 Penalty: 57209.031250
Iteration 189Q: 18 clusters Score -9.829166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23894 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178689 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12123 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171032 members 
Mstep: Class 11 contains 46310 members 
Mstep: Class 12 contains 69973 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291600.000000 Penalty: 57209.031250
Iteration 190Q: 18 clusters Score -9.82916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23893 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178691 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12122 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171033 members 
Mstep: Class 11 contains 46308 members 
Mstep: Class 12 contains 69973 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291624.000000 Penalty: 57209.031250
Iteration 191Q: 18 clusters Score -9.829162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178690 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12121 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171034 members 
Mstep: Class 11 contains 46308 members 
Mstep: Class 12 contains 69973 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291632.000000 Penalty: 57209.031250
Iteration 192Q: 18 clusters Score -9.829163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178686 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171035 members 
Mstep: Class 11 contains 46308 members 
Mstep: Class 12 contains 69974 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291688.000000 Penalty: 57209.031250
Iteration 193Q: 18 clusters Score -9.829169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178687 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171029 members 
Mstep: Class 11 contains 46308 members 
Mstep: Class 12 contains 69974 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291656.000000 Penalty: 57209.031250
Iteration 194Q: 18 clusters Score -9.829166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178690 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171025 members 
Mstep: Class 11 contains 46309 members 
Mstep: Class 12 contains 69974 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291664.000000 Penalty: 57209.031250
Iteration 195Q: 18 clusters Score -9.829166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178689 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 171024 members 
Mstep: Class 11 contains 46309 members 
Mstep: Class 12 contains 69975 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291688.000000 Penalty: 57209.031250
Iteration 196Q: 18 clusters Score -9.829169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178688 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23751 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11351 members 
Mstep: Class 10 contains 171023 members 
Mstep: Class 11 contains 46310 members 
Mstep: Class 12 contains 69974 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291688.000000 Penalty: 57209.031250
Iteration 197Q: 18 clusters Score -9.829169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178685 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23752 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171021 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 69974 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291656.000000 Penalty: 57209.031250
Iteration 198Q: 18 clusters Score -9.829166e+07 nChanged 6
Entering ConstructFrom: 
Score: -98291656.000000 Penalty: 57209.031250
Entering ConstructFrom: 
Trying to split cluster 1 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -81940.625000 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -81940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80288.406250 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80288.41 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81192.945312 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -81192.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81816.593750 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81816.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82472.390625 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -82472.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82656.156250 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -82656.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -82832.234375 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -82832.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -82923.679688 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -82923.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -82925.085938 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -82925.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -82925.085938 Penalty: 3306.810547
	Iteration 8F: 3 clusters Score -82925.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178682 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171021 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 69975 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215572 members 
Mstep: Class 18 contains 130 members 
Entering Unmasked Estep 
Score: -98290912.000000 Penalty: 60574.269531
Splitting cluster 1 changes total score from -98291656.000000 to -98290912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -427606.312500 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -427606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -424160.718750 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -424160.7 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -424814.781250 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -424814.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424959.437500 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -424959.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -425061.000000 Penalty: 4007.644043
	Iteration 3Q: 3 clusters Score -425061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -425121.000000 Penalty: 4007.644043
	Iteration 4Q: 3 clusters Score -425121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -425162.156250 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -425162.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -425194.718750 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -425194.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -425215.218750 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -425215.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -425228.437500 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -425228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -425239.281250 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -425239.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -425247.687500 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -425247.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -425255.406250 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -425255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -425260.750000 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -425260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -425267.218750 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -425267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -425274.093750 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -425274.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -425279.593750 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -425279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -425282.125000 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -425282.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -425285.250000 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -425285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -425287.906250 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -425287.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -425293.250000 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -425293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -425294.750000 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -425294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -425296.312500 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -425296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -425299.718750 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -425299.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -425302.000000 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -425302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -425304.750000 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -425304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -425305.437500 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -425305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -425306.656250 Penalty: 4007.644043
	Iteration 26Q: 3 clusters Score -425306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -425305.812500 Penalty: 4007.644043
	Iteration 27Q: 3 clusters Score -425305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -425307.375000 Penalty: 4007.644043
	Iteration 28Q: 3 clusters Score -425307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -425308.375000 Penalty: 4007.644043
	Iteration 29Q: 3 clusters Score -425308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -425309.062500 Penalty: 4007.644043
	Iteration 30Q: 3 clusters Score -425309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -425310.718750 Penalty: 4007.644043
	Iteration 31Q: 3 clusters Score -425310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -425311.187500 Penalty: 4007.644043
	Iteration 32Q: 3 clusters Score -425311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -425311.187500 Penalty: 4007.644043
	Iteration 33F: 3 clusters Score -425311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Entering Unmasked Estep 
Score: -3094981.750000 Penalty: 2500.162109
	Iteration 0F: 2 clusters Score -3094982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3078372.750000 Penalty: 5000.324219
	Iteration 0F: 3 clusters Score -3078373 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3084058.750000 Penalty: 5000.324219
	Iteration 1F: 3 clusters Score -3084059 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3084508.750000 Penalty: 5000.324219
	Iteration 2F: 3 clusters Score -3084509 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3084933.500000 Penalty: 5000.324219
	Iteration 3Q: 3 clusters Score -3084934 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3085388.500000 Penalty: 5000.324219
	Iteration 4Q: 3 clusters Score -3085388 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3086015.750000 Penalty: 5000.324219
	Iteration 5Q: 3 clusters Score -3086016 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3086930.000000 Penalty: 5000.324219
	Iteration 6F: 3 clusters Score -3086930 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3088226.000000 Penalty: 5000.324219
	Iteration 7F: 3 clusters Score -3088226 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3089712.500000 Penalty: 5000.324219
	Iteration 8F: 3 clusters Score -3089712 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3090981.500000 Penalty: 5000.324219
	Iteration 9F: 3 clusters Score -3090982 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3091826.750000 Penalty: 5000.324219
	Iteration 10Q: 3 clusters Score -3091827 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3092253.000000 Penalty: 5000.324219
	Iteration 11Q: 3 clusters Score -3092253 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3092481.000000 Penalty: 5000.324219
	Iteration 12Q: 3 clusters Score -3092481 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3092605.250000 Penalty: 5000.324219
	Iteration 13Q: 3 clusters Score -3092605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3092676.250000 Penalty: 5000.324219
	Iteration 14Q: 3 clusters Score -3092676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3092737.000000 Penalty: 5000.324219
	Iteration 15Q: 3 clusters Score -3092737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3092793.750000 Penalty: 5000.324219
	Iteration 16Q: 3 clusters Score -3092794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3092830.750000 Penalty: 5000.324219
	Iteration 17Q: 3 clusters Score -3092831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3092850.250000 Penalty: 5000.324219
	Iteration 18Q: 3 clusters Score -3092850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3092863.500000 Penalty: 5000.324219
	Iteration 19Q: 3 clusters Score -3092864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3092877.000000 Penalty: 5000.324219
	Iteration 20F: 3 clusters Score -3092877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3092883.500000 Penalty: 5000.324219
	Iteration 21Q: 3 clusters Score -3092884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3092881.500000 Penalty: 5000.324219
	Iteration 22Q: 3 clusters Score -3092882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3092887.750000 Penalty: 5000.324219
	Iteration 23Q: 3 clusters Score -3092888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3092889.000000 Penalty: 5000.324219
	Iteration 24Q: 3 clusters Score -3092889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3092896.500000 Penalty: 5000.324219
	Iteration 25Q: 3 clusters Score -3092896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3092899.000000 Penalty: 5000.324219
	Iteration 26Q: 3 clusters Score -3092899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3092900.000000 Penalty: 5000.324219
	Iteration 27Q: 3 clusters Score -3092900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3092897.750000 Penalty: 5000.324219
	Iteration 28Q: 3 clusters Score -3092898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3092897.750000 Penalty: 5000.324219
	Iteration 29Q: 3 clusters Score -3092898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3092901.000000 Penalty: 5000.324219
	Iteration 30Q: 3 clusters Score -3092901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3092901.000000 Penalty: 5000.324219
	Iteration 31F: 3 clusters Score -3092901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -129601.945312 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -129601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127563.765625 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -127563.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128618.171875 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -128618.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129668.718750 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -129668.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130500.179688 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -130500.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130766.828125 Penalty: 3532.941895
	Iteration 4Q: 3 clusters Score -130766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130825.203125 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -130825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130871.000000 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -130871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -130892.367188 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -130892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -130909.562500 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -130909.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -130933.015625 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -130933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130963.015625 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -130963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131016.554688 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -131016.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -131044.578125 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -131044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131056.234375 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -131056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -131061.867188 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -131061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131077.625000 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -131077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131081.312500 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -131081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131083.890625 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -131083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131083.890625 Penalty: 3532.941895
	Iteration 18F: 3 clusters Score -131083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 765 members 
Mstep: Class 5 contains 178682 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171021 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 69975 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215572 members 
Mstep: Class 18 contains 475 members 
Entering Unmasked Estep 
Score: -98291536.000000 Penalty: 60574.269531
Splitting cluster 4 changes total score from -98291656.000000 to -98291536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (178682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178682 members 
Entering Unmasked Estep 
Score: -22860386.000000 Penalty: 2999.154053
	Iteration 0F: 2 clusters Score -2.286039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -22743574.000000 Penalty: 5998.308105
	Iteration 0F: 3 clusters Score -2.274357e+07 nChanged 85706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -22793304.000000 Penalty: 5998.308105
	Iteration 1F: 3 clusters Score -2.27933e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Mstep: Class 2 contains 86481 members 
Entering Unmasked Estep 
Score: -22794292.000000 Penalty: 5998.308105
	Iteration 2Q: 3 clusters Score -2.279429e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -22795948.000000 Penalty: 5998.308105
	Iteration 3Q: 3 clusters Score -2.279595e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -22798046.000000 Penalty: 5998.308105
	Iteration 4Q: 3 clusters Score -2.279805e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -22800760.000000 Penalty: 5998.308105
	Iteration 5Q: 3 clusters Score -2.280076e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -22804370.000000 Penalty: 5998.308105
	Iteration 6Q: 3 clusters Score -2.280437e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106006 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -22809140.000000 Penalty: 5998.308105
	Iteration 7Q: 3 clusters Score -2.280914e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 67964 members 
Entering Unmasked Estep 
Score: -22814914.000000 Penalty: 5998.308105
	Iteration 8F: 3 clusters Score -2.281491e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -22821822.000000 Penalty: 5998.308105
	Iteration 9F: 3 clusters Score -2.282182e+07 nChanged 10559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119804 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -22829238.000000 Penalty: 5998.308105
	Iteration 10F: 3 clusters Score -2.282924e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123219 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -22835050.000000 Penalty: 5998.308105
	Iteration 11F: 3 clusters Score -2.283505e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126068 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -22838218.000000 Penalty: 5998.308105
	Iteration 12Q: 3 clusters Score -2.283822e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -22839988.000000 Penalty: 5998.308105
	Iteration 13Q: 3 clusters Score -2.283999e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -22841142.000000 Penalty: 5998.308105
	Iteration 14Q: 3 clusters Score -2.284114e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134396 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -22842210.000000 Penalty: 5998.308105
	Iteration 15Q: 3 clusters Score -2.284221e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137267 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -22843252.000000 Penalty: 5998.308105
	Iteration 16Q: 3 clusters Score -2.284325e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140171 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -22844186.000000 Penalty: 5998.308105
	Iteration 17Q: 3 clusters Score -2.284419e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -22845200.000000 Penalty: 5998.308105
	Iteration 18Q: 3 clusters Score -2.28452e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -22846498.000000 Penalty: 5998.308105
	Iteration 19Q: 3 clusters Score -2.28465e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -22847874.000000 Penalty: 5998.308105
	Iteration 20F: 3 clusters Score -2.284787e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -22849200.000000 Penalty: 5998.308105
	Iteration 21Q: 3 clusters Score -2.28492e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -22850356.000000 Penalty: 5998.308105
	Iteration 22Q: 3 clusters Score -2.285036e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158270 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -22851598.000000 Penalty: 5998.308105
	Iteration 23Q: 3 clusters Score -2.28516e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -22852632.000000 Penalty: 5998.308105
	Iteration 24Q: 3 clusters Score -2.285263e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -22853660.000000 Penalty: 5998.308105
	Iteration 25Q: 3 clusters Score -2.285366e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -22854422.000000 Penalty: 5998.308105
	Iteration 26Q: 3 clusters Score -2.285442e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -22855172.000000 Penalty: 5998.308105
	Iteration 27Q: 3 clusters Score -2.285517e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -22855850.000000 Penalty: 5998.308105
	Iteration 28Q: 3 clusters Score -2.285585e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170959 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -22856150.000000 Penalty: 5998.308105
	Iteration 29Q: 3 clusters Score -2.285615e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -22856496.000000 Penalty: 5998.308105
	Iteration 30Q: 3 clusters Score -2.28565e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -22856746.000000 Penalty: 5998.308105
	Iteration 31Q: 3 clusters Score -2.285675e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -22856916.000000 Penalty: 5998.308105
	Iteration 32Q: 3 clusters Score -2.285692e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174677 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -22857038.000000 Penalty: 5998.308105
	Iteration 33Q: 3 clusters Score -2.285704e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175241 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -22857284.000000 Penalty: 5998.308105
	Iteration 34Q: 3 clusters Score -2.285728e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22857362.000000 Penalty: 5998.308105
	Iteration 35Q: 3 clusters Score -2.285736e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176009 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22857434.000000 Penalty: 5998.308105
	Iteration 36Q: 3 clusters Score -2.285743e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22857526.000000 Penalty: 5998.308105
	Iteration 37Q: 3 clusters Score -2.285753e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22857642.000000 Penalty: 5998.308105
	Iteration 38Q: 3 clusters Score -2.285764e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22857622.000000 Penalty: 5998.308105
	Iteration 39Q: 3 clusters Score -2.285762e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22857696.000000 Penalty: 5998.308105
	Iteration 40F: 3 clusters Score -2.28577e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22857708.000000 Penalty: 5998.308105
	Iteration 41Q: 3 clusters Score -2.285771e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22857754.000000 Penalty: 5998.308105
	Iteration 42Q: 3 clusters Score -2.285775e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177116 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -22857802.000000 Penalty: 5998.308105
	Iteration 43Q: 3 clusters Score -2.28578e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177188 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22857840.000000 Penalty: 5998.308105
	Iteration 44Q: 3 clusters Score -2.285784e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -22857842.000000 Penalty: 5998.308105
	Iteration 45Q: 3 clusters Score -2.285784e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177316 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22857846.000000 Penalty: 5998.308105
	Iteration 46Q: 3 clusters Score -2.285785e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177349 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22857850.000000 Penalty: 5998.308105
	Iteration 47Q: 3 clusters Score -2.285785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177378 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -22857850.000000 Penalty: 5998.308105
	Iteration 48Q: 3 clusters Score -2.285785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177395 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22857856.000000 Penalty: 5998.308105
	Iteration 49Q: 3 clusters Score -2.285786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -22857854.000000 Penalty: 5998.308105
	Iteration 50Q: 3 clusters Score -2.285785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22857864.000000 Penalty: 5998.308105
	Iteration 51Q: 3 clusters Score -2.285786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177436 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22857886.000000 Penalty: 5998.308105
	Iteration 52Q: 3 clusters Score -2.285789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177444 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -22857878.000000 Penalty: 5998.308105
	Iteration 53Q: 3 clusters Score -2.285788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177457 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22857878.000000 Penalty: 5998.308105
	Iteration 54Q: 3 clusters Score -2.285788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22857888.000000 Penalty: 5998.308105
	Iteration 55Q: 3 clusters Score -2.285789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177489 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22857884.000000 Penalty: 5998.308105
	Iteration 56Q: 3 clusters Score -2.285788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177504 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22857886.000000 Penalty: 5998.308105
	Iteration 57Q: 3 clusters Score -2.285789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177509 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -22857892.000000 Penalty: 5998.308105
	Iteration 58Q: 3 clusters Score -2.285789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177524 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22857886.000000 Penalty: 5998.308105
	Iteration 59Q: 3 clusters Score -2.285789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22857894.000000 Penalty: 5998.308105
	Iteration 60F: 3 clusters Score -2.285789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22857884.000000 Penalty: 5998.308105
	Iteration 61Q: 3 clusters Score -2.285788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177563 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22857896.000000 Penalty: 5998.308105
	Iteration 62Q: 3 clusters Score -2.28579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177575 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22857910.000000 Penalty: 5998.308105
	Iteration 63Q: 3 clusters Score -2.285791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -22857926.000000 Penalty: 5998.308105
	Iteration 64Q: 3 clusters Score -2.285793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22857918.000000 Penalty: 5998.308105
	Iteration 65Q: 3 clusters Score -2.285792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22857932.000000 Penalty: 5998.308105
	Iteration 66Q: 3 clusters Score -2.285793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22857932.000000 Penalty: 5998.308105
	Iteration 67Q: 3 clusters Score -2.285793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177616 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22857916.000000 Penalty: 5998.308105
	Iteration 68Q: 3 clusters Score -2.285792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22857936.000000 Penalty: 5998.308105
	Iteration 69Q: 3 clusters Score -2.285794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177624 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22857938.000000 Penalty: 5998.308105
	Iteration 70Q: 3 clusters Score -2.285794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177627 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -22857938.000000 Penalty: 5998.308105
	Iteration 71Q: 3 clusters Score -2.285794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22857936.000000 Penalty: 5998.308105
	Iteration 72Q: 3 clusters Score -2.285794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -22857944.000000 Penalty: 5998.308105
	Iteration 73Q: 3 clusters Score -2.285794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177646 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22857948.000000 Penalty: 5998.308105
	Iteration 74Q: 3 clusters Score -2.285795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177651 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22857942.000000 Penalty: 5998.308105
	Iteration 75Q: 3 clusters Score -2.285794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177655 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22857952.000000 Penalty: 5998.308105
	Iteration 76Q: 3 clusters Score -2.285795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177659 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -22857960.000000 Penalty: 5998.308105
	Iteration 77Q: 3 clusters Score -2.285796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177664 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22857964.000000 Penalty: 5998.308105
	Iteration 78Q: 3 clusters Score -2.285796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22857968.000000 Penalty: 5998.308105
	Iteration 79Q: 3 clusters Score -2.285797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177673 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -22857962.000000 Penalty: 5998.308105
	Iteration 80F: 3 clusters Score -2.285796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22857968.000000 Penalty: 5998.308105
	Iteration 81Q: 3 clusters Score -2.285797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -22857970.000000 Penalty: 5998.308105
	Iteration 82Q: 3 clusters Score -2.285797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -22857970.000000 Penalty: 5998.308105
	Iteration 83Q: 3 clusters Score -2.285797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177684 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22857960.000000 Penalty: 5998.308105
	Iteration 84Q: 3 clusters Score -2.285796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22857956.000000 Penalty: 5998.308105
	Iteration 85Q: 3 clusters Score -2.285796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22857962.000000 Penalty: 5998.308105
	Iteration 86Q: 3 clusters Score -2.285796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177690 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -22857960.000000 Penalty: 5998.308105
	Iteration 87Q: 3 clusters Score -2.285796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22857976.000000 Penalty: 5998.308105
	Iteration 88Q: 3 clusters Score -2.285798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22857980.000000 Penalty: 5998.308105
	Iteration 89Q: 3 clusters Score -2.285798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -22857998.000000 Penalty: 5998.308105
	Iteration 90Q: 3 clusters Score -2.2858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177701 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -22857992.000000 Penalty: 5998.308105
	Iteration 91Q: 3 clusters Score -2.285799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -22857996.000000 Penalty: 5998.308105
	Iteration 92Q: 3 clusters Score -2.2858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177705 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -22857998.000000 Penalty: 5998.308105
	Iteration 93Q: 3 clusters Score -2.2858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177710 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22857992.000000 Penalty: 5998.308105
	Iteration 94Q: 3 clusters Score -2.285799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22858006.000000 Penalty: 5998.308105
	Iteration 95Q: 3 clusters Score -2.285801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22858000.000000 Penalty: 5998.308105
	Iteration 96Q: 3 clusters Score -2.2858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22858008.000000 Penalty: 5998.308105
	Iteration 97Q: 3 clusters Score -2.285801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22858008.000000 Penalty: 5998.308105
	Iteration 98F: 3 clusters Score -2.285801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -43381.023438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -43381.02 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 204 members 
Entering Unmasked Estep 
Score: -42073.156250 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -42073.16 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42341.339844 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -42341.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -42462.519531 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -42462.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -42527.609375 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -42527.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -42563.804688 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -42563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42577.675781 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -42577.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42589.738281 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -42589.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42589.738281 Penalty: 2995.966309
	Iteration 7F: 3 clusters Score -42589.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Entering Unmasked Estep 
Score: -3074107.000000 Penalty: 2498.715088
	Iteration 0F: 2 clusters Score -3074107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3057668.500000 Penalty: 4997.430176
	Iteration 0F: 3 clusters Score -3057668 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3063366.250000 Penalty: 4997.430176
	Iteration 1F: 3 clusters Score -3063366 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3063769.750000 Penalty: 4997.430176
	Iteration 2Q: 3 clusters Score -3063770 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3064174.250000 Penalty: 4997.430176
	Iteration 3Q: 3 clusters Score -3064174 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3064548.500000 Penalty: 4997.430176
	Iteration 4Q: 3 clusters Score -3064548 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3065010.500000 Penalty: 4997.430176
	Iteration 5Q: 3 clusters Score -3065010 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3065591.750000 Penalty: 4997.430176
	Iteration 6Q: 3 clusters Score -3065592 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3066421.750000 Penalty: 4997.430176
	Iteration 7F: 3 clusters Score -3066422 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3067475.250000 Penalty: 4997.430176
	Iteration 8F: 3 clusters Score -3067475 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3068573.750000 Penalty: 4997.430176
	Iteration 9F: 3 clusters Score -3068574 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3069533.750000 Penalty: 4997.430176
	Iteration 10F: 3 clusters Score -3069534 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3070194.250000 Penalty: 4997.430176
	Iteration 11Q: 3 clusters Score -3070194 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3070515.500000 Penalty: 4997.430176
	Iteration 12Q: 3 clusters Score -3070516 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3070669.250000 Penalty: 4997.430176
	Iteration 13Q: 3 clusters Score -3070669 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3070776.750000 Penalty: 4997.430176
	Iteration 14Q: 3 clusters Score -3070777 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3070872.750000 Penalty: 4997.430176
	Iteration 15Q: 3 clusters Score -3070873 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3070945.000000 Penalty: 4997.430176
	Iteration 16Q: 3 clusters Score -3070945 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3071029.500000 Penalty: 4997.430176
	Iteration 17Q: 3 clusters Score -3071030 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3071097.750000 Penalty: 4997.430176
	Iteration 18Q: 3 clusters Score -3071098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3071176.250000 Penalty: 4997.430176
	Iteration 19Q: 3 clusters Score -3071176 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3071233.000000 Penalty: 4997.430176
	Iteration 20F: 3 clusters Score -3071233 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3071287.750000 Penalty: 4997.430176
	Iteration 21Q: 3 clusters Score -3071288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3071345.000000 Penalty: 4997.430176
	Iteration 22Q: 3 clusters Score -3071345 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3071390.000000 Penalty: 4997.430176
	Iteration 23Q: 3 clusters Score -3071390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3071431.750000 Penalty: 4997.430176
	Iteration 24Q: 3 clusters Score -3071432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3071490.000000 Penalty: 4997.430176
	Iteration 25Q: 3 clusters Score -3071490 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3071540.750000 Penalty: 4997.430176
	Iteration 26Q: 3 clusters Score -3071541 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3071592.000000 Penalty: 4997.430176
	Iteration 27Q: 3 clusters Score -3071592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3071640.750000 Penalty: 4997.430176
	Iteration 28Q: 3 clusters Score -3071641 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3071676.750000 Penalty: 4997.430176
	Iteration 29Q: 3 clusters Score -3071677 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3071715.500000 Penalty: 4997.430176
	Iteration 30Q: 3 clusters Score -3071716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3071765.250000 Penalty: 4997.430176
	Iteration 31Q: 3 clusters Score -3071765 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3071787.000000 Penalty: 4997.430176
	Iteration 32Q: 3 clusters Score -3071787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3071820.500000 Penalty: 4997.430176
	Iteration 33Q: 3 clusters Score -3071820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3071855.750000 Penalty: 4997.430176
	Iteration 34Q: 3 clusters Score -3071856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3071886.000000 Penalty: 4997.430176
	Iteration 35Q: 3 clusters Score -3071886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3071910.250000 Penalty: 4997.430176
	Iteration 36Q: 3 clusters Score -3071910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3071920.750000 Penalty: 4997.430176
	Iteration 37Q: 3 clusters Score -3071921 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3071930.750000 Penalty: 4997.430176
	Iteration 38Q: 3 clusters Score -3071931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3071941.500000 Penalty: 4997.430176
	Iteration 39Q: 3 clusters Score -3071942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3071955.250000 Penalty: 4997.430176
	Iteration 40F: 3 clusters Score -3071955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3071961.000000 Penalty: 4997.430176
	Iteration 41Q: 3 clusters Score -3071961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3071972.500000 Penalty: 4997.430176
	Iteration 42Q: 3 clusters Score -3071972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3071984.500000 Penalty: 4997.430176
	Iteration 43Q: 3 clusters Score -3071984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3071987.500000 Penalty: 4997.430176
	Iteration 44Q: 3 clusters Score -3071988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3071996.500000 Penalty: 4997.430176
	Iteration 45Q: 3 clusters Score -3071996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3071992.250000 Penalty: 4997.430176
	Iteration 46Q: 3 clusters Score -3071992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3072000.500000 Penalty: 4997.430176
	Iteration 47Q: 3 clusters Score -3072000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3072008.750000 Penalty: 4997.430176
	Iteration 48Q: 3 clusters Score -3072009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3072015.250000 Penalty: 4997.430176
	Iteration 49Q: 3 clusters Score -3072015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3072016.000000 Penalty: 4997.430176
	Iteration 50Q: 3 clusters Score -3072016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3072026.750000 Penalty: 4997.430176
	Iteration 51Q: 3 clusters Score -3072027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3072034.250000 Penalty: 4997.430176
	Iteration 52Q: 3 clusters Score -3072034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3072040.250000 Penalty: 4997.430176
	Iteration 53Q: 3 clusters Score -3072040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3072041.750000 Penalty: 4997.430176
	Iteration 54Q: 3 clusters Score -3072042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3072043.750000 Penalty: 4997.430176
	Iteration 55Q: 3 clusters Score -3072044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3072054.000000 Penalty: 4997.430176
	Iteration 56Q: 3 clusters Score -3072054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3072057.000000 Penalty: 4997.430176
	Iteration 57Q: 3 clusters Score -3072057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3072063.750000 Penalty: 4997.430176
	Iteration 58Q: 3 clusters Score -3072064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3072078.000000 Penalty: 4997.430176
	Iteration 59Q: 3 clusters Score -3072078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3072080.750000 Penalty: 4997.430176
	Iteration 60F: 3 clusters Score -3072081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3072086.750000 Penalty: 4997.430176
	Iteration 61Q: 3 clusters Score -3072087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3072083.500000 Penalty: 4997.430176
	Iteration 62Q: 3 clusters Score -3072084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3072091.500000 Penalty: 4997.430176
	Iteration 63Q: 3 clusters Score -3072092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3072103.250000 Penalty: 4997.430176
	Iteration 64Q: 3 clusters Score -3072103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3072108.500000 Penalty: 4997.430176
	Iteration 65Q: 3 clusters Score -3072108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3072110.750000 Penalty: 4997.430176
	Iteration 66Q: 3 clusters Score -3072111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3072111.000000 Penalty: 4997.430176
	Iteration 67Q: 3 clusters Score -3072111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3072115.000000 Penalty: 4997.430176
	Iteration 68Q: 3 clusters Score -3072115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3072111.500000 Penalty: 4997.430176
	Iteration 69Q: 3 clusters Score -3072112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3072118.000000 Penalty: 4997.430176
	Iteration 70Q: 3 clusters Score -3072118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3072119.250000 Penalty: 4997.430176
	Iteration 71Q: 3 clusters Score -3072119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3072117.000000 Penalty: 4997.430176
	Iteration 72Q: 3 clusters Score -3072117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3072116.250000 Penalty: 4997.430176
	Iteration 73Q: 3 clusters Score -3072116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3072120.000000 Penalty: 4997.430176
	Iteration 74Q: 3 clusters Score -3072120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3072121.250000 Penalty: 4997.430176
	Iteration 75Q: 3 clusters Score -3072121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3072121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3072118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3072120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3072123.000000 Penalty: 4997.430176
	Iteration 79Q: 3 clusters Score -3072123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3072122.250000 Penalty: 4997.430176
	Iteration 80F: 3 clusters Score -3072122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3072123.000000 Penalty: 4997.430176
	Iteration 81Q: 3 clusters Score -3072123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3072121.500000 Penalty: 4997.430176
	Iteration 82Q: 3 clusters Score -3072122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3072123.000000 Penalty: 4997.430176
	Iteration 83Q: 3 clusters Score -3072123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3072128.500000 Penalty: 4997.430176
	Iteration 84Q: 3 clusters Score -3072128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3072128.500000 Penalty: 4997.430176
	Iteration 85F: 3 clusters Score -3072128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Entering Unmasked Estep 
Score: -1574691.500000 Penalty: 2331.847900
	Iteration 0F: 2 clusters Score -1574692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1565680 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1568378 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1568705 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1568947 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1569156 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1569320 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1569452.500000 Penalty: 4663.695801
	Iteration 6Q: 3 clusters Score -1569452 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1569563.875000 Penalty: 4663.695801
	Iteration 7Q: 3 clusters Score -1569564 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1569679 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1569790 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1569922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1570087 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1570291 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1570530.875000 Penalty: 4663.695801
	Iteration 13Q: 3 clusters Score -1570531 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1570841.125000 Penalty: 4663.695801
	Iteration 14Q: 3 clusters Score -1570841 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1571173.875000 Penalty: 4663.695801
	Iteration 15Q: 3 clusters Score -1571174 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1571491.375000 Penalty: 4663.695801
	Iteration 16Q: 3 clusters Score -1571491 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1571751.500000 Penalty: 4663.695801
	Iteration 17Q: 3 clusters Score -1571752 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1571940.125000 Penalty: 4663.695801
	Iteration 18Q: 3 clusters Score -1571940 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1572090.125000 Penalty: 4663.695801
	Iteration 19Q: 3 clusters Score -1572090 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1572223.250000 Penalty: 4663.695801
	Iteration 20F: 3 clusters Score -1572223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1572345.250000 Penalty: 4663.695801
	Iteration 21Q: 3 clusters Score -1572345 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1572457.250000 Penalty: 4663.695801
	Iteration 22Q: 3 clusters Score -1572457 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1572573.250000 Penalty: 4663.695801
	Iteration 23Q: 3 clusters Score -1572573 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1572659.750000 Penalty: 4663.695801
	Iteration 24Q: 3 clusters Score -1572660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1572726.375000 Penalty: 4663.695801
	Iteration 25Q: 3 clusters Score -1572726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1572789.625000 Penalty: 4663.695801
	Iteration 26Q: 3 clusters Score -1572790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1572844.625000 Penalty: 4663.695801
	Iteration 27Q: 3 clusters Score -1572845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1572880.250000 Penalty: 4663.695801
	Iteration 28Q: 3 clusters Score -1572880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1572900.500000 Penalty: 4663.695801
	Iteration 29Q: 3 clusters Score -1572900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1572913.250000 Penalty: 4663.695801
	Iteration 30Q: 3 clusters Score -1572913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1572925.125000 Penalty: 4663.695801
	Iteration 31Q: 3 clusters Score -1572925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1572934.125000 Penalty: 4663.695801
	Iteration 32Q: 3 clusters Score -1572934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1572943.500000 Penalty: 4663.695801
	Iteration 33Q: 3 clusters Score -1572944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1572947.750000 Penalty: 4663.695801
	Iteration 34Q: 3 clusters Score -1572948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1572952.500000 Penalty: 4663.695801
	Iteration 35Q: 3 clusters Score -1572952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1572955.625000 Penalty: 4663.695801
	Iteration 36Q: 3 clusters Score -1572956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1572956.875000 Penalty: 4663.695801
	Iteration 37Q: 3 clusters Score -1572957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1572954.375000 Penalty: 4663.695801
	Iteration 38Q: 3 clusters Score -1572954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1572959.750000 Penalty: 4663.695801
	Iteration 39Q: 3 clusters Score -1572960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1572960.125000 Penalty: 4663.695801
	Iteration 40F: 3 clusters Score -1572960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1572957.000000 Penalty: 4663.695801
	Iteration 41Q: 3 clusters Score -1572957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1572958.125000 Penalty: 4663.695801
	Iteration 42Q: 3 clusters Score -1572958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1572965.375000 Penalty: 4663.695801
	Iteration 43Q: 3 clusters Score -1572965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1572966.750000 Penalty: 4663.695801
	Iteration 44Q: 3 clusters Score -1572967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1572964.875000 Penalty: 4663.695801
	Iteration 45Q: 3 clusters Score -1572965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1572966.875000 Penalty: 4663.695801
	Iteration 46Q: 3 clusters Score -1572967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1572970.000000 Penalty: 4663.695801
	Iteration 47Q: 3 clusters Score -1572970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1572973.125000 Penalty: 4663.695801
	Iteration 48Q: 3 clusters Score -1572973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1572975.625000 Penalty: 4663.695801
	Iteration 49Q: 3 clusters Score -1572976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1572977.250000 Penalty: 4663.695801
	Iteration 50Q: 3 clusters Score -1572977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1572982.125000 Penalty: 4663.695801
	Iteration 51Q: 3 clusters Score -1572982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1572981.000000 Penalty: 4663.695801
	Iteration 52Q: 3 clusters Score -1572981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1572981.250000 Penalty: 4663.695801
	Iteration 53Q: 3 clusters Score -1572981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1572979.125000 Penalty: 4663.695801
	Iteration 54Q: 3 clusters Score -1572979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1572980.125000 Penalty: 4663.695801
	Iteration 55Q: 3 clusters Score -1572980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1572980.750000 Penalty: 4663.695801
	Iteration 56Q: 3 clusters Score -1572981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1572978.625000 Penalty: 4663.695801
	Iteration 57Q: 3 clusters Score -1572979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1572981.000000 Penalty: 4663.695801
	Iteration 58Q: 3 clusters Score -1572981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1572980.875000 Penalty: 4663.695801
	Iteration 59Q: 3 clusters Score -1572981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1572985.375000 Penalty: 4663.695801
	Iteration 60F: 3 clusters Score -1572985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1572987.375000 Penalty: 4663.695801
	Iteration 61Q: 3 clusters Score -1572987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1572987.000000 Penalty: 4663.695801
	Iteration 62Q: 3 clusters Score -1572987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1572986.000000 Penalty: 4663.695801
	Iteration 63Q: 3 clusters Score -1572986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1572988.125000 Penalty: 4663.695801
	Iteration 64Q: 3 clusters Score -1572988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1572989.500000 Penalty: 4663.695801
	Iteration 65Q: 3 clusters Score -1572990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1572992.750000 Penalty: 4663.695801
	Iteration 66Q: 3 clusters Score -1572993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1572995.125000 Penalty: 4663.695801
	Iteration 67Q: 3 clusters Score -1572995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1572994.375000 Penalty: 4663.695801
	Iteration 68Q: 3 clusters Score -1572994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1572995.250000 Penalty: 4663.695801
	Iteration 69Q: 3 clusters Score -1572995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1572995.250000 Penalty: 4663.695801
	Iteration 70F: 3 clusters Score -1572995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Entering Unmasked Estep 
Score: -1372522.875000 Penalty: 2315.613037
	Iteration 0F: 2 clusters Score -1372523 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 5670 members 
Entering Unmasked Estep 
Score: -1364029.250000 Penalty: 4631.226074
	Iteration 0F: 3 clusters Score -1364029 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1366635.875000 Penalty: 4631.226074
	Iteration 1F: 3 clusters Score -1366636 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1366957.750000 Penalty: 4631.226074
	Iteration 2F: 3 clusters Score -1366958 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1367170.250000 Penalty: 4631.226074
	Iteration 3Q: 3 clusters Score -1367170 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1367342.750000 Penalty: 4631.226074
	Iteration 4Q: 3 clusters Score -1367343 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1367464.750000 Penalty: 4631.226074
	Iteration 5Q: 3 clusters Score -1367465 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1367570.625000 Penalty: 4631.226074
	Iteration 6Q: 3 clusters Score -1367571 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1367661.250000 Penalty: 4631.226074
	Iteration 7Q: 3 clusters Score -1367661 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1367732.000000 Penalty: 4631.226074
	Iteration 8Q: 3 clusters Score -1367732 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1367807.875000 Penalty: 4631.226074
	Iteration 9Q: 3 clusters Score -1367808 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1367878.375000 Penalty: 4631.226074
	Iteration 10Q: 3 clusters Score -1367878 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1367964.750000 Penalty: 4631.226074
	Iteration 11Q: 3 clusters Score -1367965 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1368051.125000 Penalty: 4631.226074
	Iteration 12Q: 3 clusters Score -1368051 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1368145.500000 Penalty: 4631.226074
	Iteration 13Q: 3 clusters Score -1368146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1368267.875000 Penalty: 4631.226074
	Iteration 14Q: 3 clusters Score -1368268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1368375.375000 Penalty: 4631.226074
	Iteration 15Q: 3 clusters Score -1368375 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1368484.125000 Penalty: 4631.226074
	Iteration 16Q: 3 clusters Score -1368484 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1368591.500000 Penalty: 4631.226074
	Iteration 17Q: 3 clusters Score -1368592 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1368727.750000 Penalty: 4631.226074
	Iteration 18Q: 3 clusters Score -1368728 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1368890.250000 Penalty: 4631.226074
	Iteration 19Q: 3 clusters Score -1368890 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1369055.125000 Penalty: 4631.226074
	Iteration 20F: 3 clusters Score -1369055 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1369204.750000 Penalty: 4631.226074
	Iteration 21Q: 3 clusters Score -1369205 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1369340.000000 Penalty: 4631.226074
	Iteration 22Q: 3 clusters Score -1369340 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1369478.125000 Penalty: 4631.226074
	Iteration 23Q: 3 clusters Score -1369478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1369594.750000 Penalty: 4631.226074
	Iteration 24Q: 3 clusters Score -1369595 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1369689.625000 Penalty: 4631.226074
	Iteration 25Q: 3 clusters Score -1369690 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1369772.250000 Penalty: 4631.226074
	Iteration 26Q: 3 clusters Score -1369772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1369827.750000 Penalty: 4631.226074
	Iteration 27Q: 3 clusters Score -1369828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1369878.500000 Penalty: 4631.226074
	Iteration 28Q: 3 clusters Score -1369878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1369917.000000 Penalty: 4631.226074
	Iteration 29Q: 3 clusters Score -1369917 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1369954.125000 Penalty: 4631.226074
	Iteration 30Q: 3 clusters Score -1369954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1369994.000000 Penalty: 4631.226074
	Iteration 31Q: 3 clusters Score -1369994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1370027.625000 Penalty: 4631.226074
	Iteration 32Q: 3 clusters Score -1370028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1370057.625000 Penalty: 4631.226074
	Iteration 33Q: 3 clusters Score -1370058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1370082.125000 Penalty: 4631.226074
	Iteration 34Q: 3 clusters Score -1370082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1370100.250000 Penalty: 4631.226074
	Iteration 35Q: 3 clusters Score -1370100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1370112.125000 Penalty: 4631.226074
	Iteration 36Q: 3 clusters Score -1370112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1370124.125000 Penalty: 4631.226074
	Iteration 37Q: 3 clusters Score -1370124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1370136.375000 Penalty: 4631.226074
	Iteration 38Q: 3 clusters Score -1370136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1370148.250000 Penalty: 4631.226074
	Iteration 39Q: 3 clusters Score -1370148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1370160.000000 Penalty: 4631.226074
	Iteration 40F: 3 clusters Score -1370160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1370169.875000 Penalty: 4631.226074
	Iteration 41Q: 3 clusters Score -1370170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1370187.625000 Penalty: 4631.226074
	Iteration 42Q: 3 clusters Score -1370188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1370200.750000 Penalty: 4631.226074
	Iteration 43Q: 3 clusters Score -1370201 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1370223.750000 Penalty: 4631.226074
	Iteration 44Q: 3 clusters Score -1370224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1370246.875000 Penalty: 4631.226074
	Iteration 45Q: 3 clusters Score -1370247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1370264.875000 Penalty: 4631.226074
	Iteration 46Q: 3 clusters Score -1370265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1370280.500000 Penalty: 4631.226074
	Iteration 47Q: 3 clusters Score -1370280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1370299.500000 Penalty: 4631.226074
	Iteration 48Q: 3 clusters Score -1370300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1370312.625000 Penalty: 4631.226074
	Iteration 49Q: 3 clusters Score -1370313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1370330.625000 Penalty: 4631.226074
	Iteration 50Q: 3 clusters Score -1370331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1370348.250000 Penalty: 4631.226074
	Iteration 51Q: 3 clusters Score -1370348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1370363.000000 Penalty: 4631.226074
	Iteration 52Q: 3 clusters Score -1370363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1370387.875000 Penalty: 4631.226074
	Iteration 53Q: 3 clusters Score -1370388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1370404.750000 Penalty: 4631.226074
	Iteration 54Q: 3 clusters Score -1370405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1370426.625000 Penalty: 4631.226074
	Iteration 55Q: 3 clusters Score -1370427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1370441.250000 Penalty: 4631.226074
	Iteration 56Q: 3 clusters Score -1370441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1370451.250000 Penalty: 4631.226074
	Iteration 57Q: 3 clusters Score -1370451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1370460.000000 Penalty: 4631.226074
	Iteration 58Q: 3 clusters Score -1370460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1370466.000000 Penalty: 4631.226074
	Iteration 59Q: 3 clusters Score -1370466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1370475.750000 Penalty: 4631.226074
	Iteration 60F: 3 clusters Score -1370476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1370481.000000 Penalty: 4631.226074
	Iteration 61Q: 3 clusters Score -1370481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1370484.875000 Penalty: 4631.226074
	Iteration 62Q: 3 clusters Score -1370485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1370492.750000 Penalty: 4631.226074
	Iteration 63Q: 3 clusters Score -1370493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1370492.125000 Penalty: 4631.226074
	Iteration 64Q: 3 clusters Score -1370492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1370492.625000 Penalty: 4631.226074
	Iteration 65Q: 3 clusters Score -1370493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1370494.000000 Penalty: 4631.226074
	Iteration 66Q: 3 clusters Score -1370494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1370493.750000 Penalty: 4631.226074
	Iteration 67Q: 3 clusters Score -1370494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1370496.000000 Penalty: 4631.226074
	Iteration 68Q: 3 clusters Score -1370496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1370497.625000 Penalty: 4631.226074
	Iteration 69Q: 3 clusters Score -1370498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1370498.500000 Penalty: 4631.226074
	Iteration 70Q: 3 clusters Score -1370498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1370500.500000 Penalty: 4631.226074
	Iteration 71Q: 3 clusters Score -1370500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1370502.375000 Penalty: 4631.226074
	Iteration 72Q: 3 clusters Score -1370502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1370508.250000 Penalty: 4631.226074
	Iteration 73Q: 3 clusters Score -1370508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1370506.250000 Penalty: 4631.226074
	Iteration 74Q: 3 clusters Score -1370506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1370507.500000 Penalty: 4631.226074
	Iteration 75Q: 3 clusters Score -1370508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1370507.750000 Penalty: 4631.226074
	Iteration 76Q: 3 clusters Score -1370508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1370508.625000 Penalty: 4631.226074
	Iteration 77Q: 3 clusters Score -1370509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1370508.375000 Penalty: 4631.226074
	Iteration 78Q: 3 clusters Score -1370508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1370507.875000 Penalty: 4631.226074
	Iteration 79Q: 3 clusters Score -1370508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1370507.875000 Penalty: 4631.226074
	Iteration 80F: 3 clusters Score -1370508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Entering Unmasked Estep 
Score: -21866206.000000 Penalty: 2988.286377
	Iteration 0F: 2 clusters Score -2.186621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -21754206.000000 Penalty: 5976.572754
	Iteration 0F: 3 clusters Score -2.175421e+07 nChanged 81928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -21801760.000000 Penalty: 5976.572754
	Iteration 1F: 3 clusters Score -2.180176e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -21803054.000000 Penalty: 5976.572754
	Iteration 2Q: 3 clusters Score -2.180305e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -21804824.000000 Penalty: 5976.572754
	Iteration 3Q: 3 clusters Score -2.180482e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -21807090.000000 Penalty: 5976.572754
	Iteration 4Q: 3 clusters Score -2.180709e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 88783 members 
Entering Unmasked Estep 
Score: -21810228.000000 Penalty: 5976.572754
	Iteration 5Q: 3 clusters Score -2.181023e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -21814218.000000 Penalty: 5976.572754
	Iteration 6Q: 3 clusters Score -2.181422e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -21819292.000000 Penalty: 5976.572754
	Iteration 7F: 3 clusters Score -2.181929e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -21825672.000000 Penalty: 5976.572754
	Iteration 8F: 3 clusters Score -2.182567e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -21832946.000000 Penalty: 5976.572754
	Iteration 9F: 3 clusters Score -2.183295e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -21839258.000000 Penalty: 5976.572754
	Iteration 10F: 3 clusters Score -2.183926e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -21842946.000000 Penalty: 5976.572754
	Iteration 11Q: 3 clusters Score -2.184295e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -21844516.000000 Penalty: 5976.572754
	Iteration 12Q: 3 clusters Score -2.184452e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -21845008.000000 Penalty: 5976.572754
	Iteration 13Q: 3 clusters Score -2.184501e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 91800 members 
Entering Unmasked Estep 
Score: -21845220.000000 Penalty: 5976.572754
	Iteration 14Q: 3 clusters Score -2.184522e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -21845398.000000 Penalty: 5976.572754
	Iteration 15Q: 3 clusters Score -2.18454e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -21845504.000000 Penalty: 5976.572754
	Iteration 16Q: 3 clusters Score -2.18455e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -21845642.000000 Penalty: 5976.572754
	Iteration 17Q: 3 clusters Score -2.184564e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -21845732.000000 Penalty: 5976.572754
	Iteration 18Q: 3 clusters Score -2.184573e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77990 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -21845872.000000 Penalty: 5976.572754
	Iteration 19Q: 3 clusters Score -2.184587e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -21845924.000000 Penalty: 5976.572754
	Iteration 20F: 3 clusters Score -2.184592e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -21846100.000000 Penalty: 5976.572754
	Iteration 21Q: 3 clusters Score -2.18461e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -21846262.000000 Penalty: 5976.572754
	Iteration 22Q: 3 clusters Score -2.184626e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -21846450.000000 Penalty: 5976.572754
	Iteration 23Q: 3 clusters Score -2.184645e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -21846530.000000 Penalty: 5976.572754
	Iteration 24Q: 3 clusters Score -2.184653e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -21846664.000000 Penalty: 5976.572754
	Iteration 25Q: 3 clusters Score -2.184666e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -21846836.000000 Penalty: 5976.572754
	Iteration 26Q: 3 clusters Score -2.184684e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -21847078.000000 Penalty: 5976.572754
	Iteration 27Q: 3 clusters Score -2.184708e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -21847262.000000 Penalty: 5976.572754
	Iteration 28Q: 3 clusters Score -2.184726e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -21847566.000000 Penalty: 5976.572754
	Iteration 29Q: 3 clusters Score -2.184757e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -21847666.000000 Penalty: 5976.572754
	Iteration 30Q: 3 clusters Score -2.184767e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -21847880.000000 Penalty: 5976.572754
	Iteration 31Q: 3 clusters Score -2.184788e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -21848102.000000 Penalty: 5976.572754
	Iteration 32Q: 3 clusters Score -2.18481e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -21848362.000000 Penalty: 5976.572754
	Iteration 33Q: 3 clusters Score -2.184836e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -21848566.000000 Penalty: 5976.572754
	Iteration 34Q: 3 clusters Score -2.184857e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -21848850.000000 Penalty: 5976.572754
	Iteration 35Q: 3 clusters Score -2.184885e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -21849076.000000 Penalty: 5976.572754
	Iteration 36Q: 3 clusters Score -2.184908e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 105393 members 
Entering Unmasked Estep 
Score: -21849346.000000 Penalty: 5976.572754
	Iteration 37Q: 3 clusters Score -2.184935e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -21849608.000000 Penalty: 5976.572754
	Iteration 38Q: 3 clusters Score -2.184961e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -21849802.000000 Penalty: 5976.572754
	Iteration 39Q: 3 clusters Score -2.18498e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -21849938.000000 Penalty: 5976.572754
	Iteration 40F: 3 clusters Score -2.184994e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -21850172.000000 Penalty: 5976.572754
	Iteration 41Q: 3 clusters Score -2.185017e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -21850358.000000 Penalty: 5976.572754
	Iteration 42Q: 3 clusters Score -2.185036e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -21850610.000000 Penalty: 5976.572754
	Iteration 43Q: 3 clusters Score -2.185061e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -21850798.000000 Penalty: 5976.572754
	Iteration 44Q: 3 clusters Score -2.18508e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -21850976.000000 Penalty: 5976.572754
	Iteration 45Q: 3 clusters Score -2.185098e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -21851158.000000 Penalty: 5976.572754
	Iteration 46Q: 3 clusters Score -2.185116e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 113473 members 
Entering Unmasked Estep 
Score: -21851274.000000 Penalty: 5976.572754
	Iteration 47Q: 3 clusters Score -2.185127e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -21851536.000000 Penalty: 5976.572754
	Iteration 48Q: 3 clusters Score -2.185154e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -21851650.000000 Penalty: 5976.572754
	Iteration 49Q: 3 clusters Score -2.185165e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -21851750.000000 Penalty: 5976.572754
	Iteration 50Q: 3 clusters Score -2.185175e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 116383 members 
Entering Unmasked Estep 
Score: -21851970.000000 Penalty: 5976.572754
	Iteration 51Q: 3 clusters Score -2.185197e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 117044 members 
Entering Unmasked Estep 
Score: -21852136.000000 Penalty: 5976.572754
	Iteration 52Q: 3 clusters Score -2.185214e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -21852220.000000 Penalty: 5976.572754
	Iteration 53Q: 3 clusters Score -2.185222e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 118328 members 
Entering Unmasked Estep 
Score: -21852204.000000 Penalty: 5976.572754
	Iteration 54Q: 3 clusters Score -2.18522e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 118964 members 
Entering Unmasked Estep 
Score: -21852346.000000 Penalty: 5976.572754
	Iteration 55Q: 3 clusters Score -2.185235e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 119603 members 
Entering Unmasked Estep 
Score: -21852490.000000 Penalty: 5976.572754
	Iteration 56Q: 3 clusters Score -2.185249e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 120207 members 
Entering Unmasked Estep 
Score: -21852620.000000 Penalty: 5976.572754
	Iteration 57Q: 3 clusters Score -2.185262e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -21852672.000000 Penalty: 5976.572754
	Iteration 58Q: 3 clusters Score -2.185267e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 121411 members 
Entering Unmasked Estep 
Score: -21852762.000000 Penalty: 5976.572754
	Iteration 59Q: 3 clusters Score -2.185276e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -21852842.000000 Penalty: 5976.572754
	Iteration 60F: 3 clusters Score -2.185284e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -21852922.000000 Penalty: 5976.572754
	Iteration 61Q: 3 clusters Score -2.185292e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -21853086.000000 Penalty: 5976.572754
	Iteration 62Q: 3 clusters Score -2.185309e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -21853170.000000 Penalty: 5976.572754
	Iteration 63Q: 3 clusters Score -2.185317e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -21853282.000000 Penalty: 5976.572754
	Iteration 64Q: 3 clusters Score -2.185328e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -21853366.000000 Penalty: 5976.572754
	Iteration 65Q: 3 clusters Score -2.185337e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -21853394.000000 Penalty: 5976.572754
	Iteration 66Q: 3 clusters Score -2.185339e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -21853502.000000 Penalty: 5976.572754
	Iteration 67Q: 3 clusters Score -2.18535e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 126452 members 
Entering Unmasked Estep 
Score: -21853638.000000 Penalty: 5976.572754
	Iteration 68Q: 3 clusters Score -2.185364e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 126980 members 
Entering Unmasked Estep 
Score: -21853674.000000 Penalty: 5976.572754
	Iteration 69Q: 3 clusters Score -2.185367e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -21853666.000000 Penalty: 5976.572754
	Iteration 70Q: 3 clusters Score -2.185367e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 128043 members 
Entering Unmasked Estep 
Score: -21853712.000000 Penalty: 5976.572754
	Iteration 71Q: 3 clusters Score -2.185371e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -21853808.000000 Penalty: 5976.572754
	Iteration 72Q: 3 clusters Score -2.185381e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 129146 members 
Entering Unmasked Estep 
Score: -21853898.000000 Penalty: 5976.572754
	Iteration 73Q: 3 clusters Score -2.18539e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 129719 members 
Entering Unmasked Estep 
Score: -21853934.000000 Penalty: 5976.572754
	Iteration 74Q: 3 clusters Score -2.185393e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -21854092.000000 Penalty: 5976.572754
	Iteration 75Q: 3 clusters Score -2.185409e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 130870 members 
Entering Unmasked Estep 
Score: -21854154.000000 Penalty: 5976.572754
	Iteration 76Q: 3 clusters Score -2.185415e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 131466 members 
Entering Unmasked Estep 
Score: -21854254.000000 Penalty: 5976.572754
	Iteration 77Q: 3 clusters Score -2.185425e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 132100 members 
Entering Unmasked Estep 
Score: -21854292.000000 Penalty: 5976.572754
	Iteration 78Q: 3 clusters Score -2.185429e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -21854372.000000 Penalty: 5976.572754
	Iteration 79Q: 3 clusters Score -2.185437e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 133472 members 
Entering Unmasked Estep 
Score: -21854496.000000 Penalty: 5976.572754
	Iteration 80F: 3 clusters Score -2.18545e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 134194 members 
Entering Unmasked Estep 
Score: -21854544.000000 Penalty: 5976.572754
	Iteration 81Q: 3 clusters Score -2.185454e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 134953 members 
Entering Unmasked Estep 
Score: -21854700.000000 Penalty: 5976.572754
	Iteration 82Q: 3 clusters Score -2.18547e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 135709 members 
Entering Unmasked Estep 
Score: -21854766.000000 Penalty: 5976.572754
	Iteration 83Q: 3 clusters Score -2.185477e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
Score: -21854974.000000 Penalty: 5976.572754
	Iteration 84Q: 3 clusters Score -2.185497e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -21855134.000000 Penalty: 5976.572754
	Iteration 85Q: 3 clusters Score -2.185513e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -21855310.000000 Penalty: 5976.572754
	Iteration 86Q: 3 clusters Score -2.185531e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -21855458.000000 Penalty: 5976.572754
	Iteration 87Q: 3 clusters Score -2.185546e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 140199 members 
Entering Unmasked Estep 
Score: -21855626.000000 Penalty: 5976.572754
	Iteration 88Q: 3 clusters Score -2.185563e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 141215 members 
Entering Unmasked Estep 
Score: -21855776.000000 Penalty: 5976.572754
	Iteration 89Q: 3 clusters Score -2.185578e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 142280 members 
Entering Unmasked Estep 
Score: -21856022.000000 Penalty: 5976.572754
	Iteration 90Q: 3 clusters Score -2.185602e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -21856138.000000 Penalty: 5976.572754
	Iteration 91Q: 3 clusters Score -2.185614e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 144639 members 
Entering Unmasked Estep 
Score: -21856394.000000 Penalty: 5976.572754
	Iteration 92Q: 3 clusters Score -2.185639e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 145985 members 
Entering Unmasked Estep 
Score: -21856754.000000 Penalty: 5976.572754
	Iteration 93Q: 3 clusters Score -2.185675e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -21856994.000000 Penalty: 5976.572754
	Iteration 94Q: 3 clusters Score -2.185699e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -21857524.000000 Penalty: 5976.572754
	Iteration 95Q: 3 clusters Score -2.185752e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -21857958.000000 Penalty: 5976.572754
	Iteration 96Q: 3 clusters Score -2.185796e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -21858344.000000 Penalty: 5976.572754
	Iteration 97Q: 3 clusters Score -2.185834e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -21858756.000000 Penalty: 5976.572754
	Iteration 98Q: 3 clusters Score -2.185876e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -21859238.000000 Penalty: 5976.572754
	Iteration 99Q: 3 clusters Score -2.185924e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -21859876.000000 Penalty: 5976.572754
	Iteration 100F: 3 clusters Score -2.185988e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21860390.000000 Penalty: 5976.572754
	Iteration 101Q: 3 clusters Score -2.186039e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 160026 members 
Entering Unmasked Estep 
Score: -21860890.000000 Penalty: 5976.572754
	Iteration 102Q: 3 clusters Score -2.186089e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -21861410.000000 Penalty: 5976.572754
	Iteration 103Q: 3 clusters Score -2.186141e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -21861938.000000 Penalty: 5976.572754
	Iteration 104Q: 3 clusters Score -2.186194e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 164106 members 
Entering Unmasked Estep 
Score: -21862416.000000 Penalty: 5976.572754
	Iteration 105Q: 3 clusters Score -2.186242e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 165177 members 
Entering Unmasked Estep 
Score: -21862704.000000 Penalty: 5976.572754
	Iteration 106Q: 3 clusters Score -2.18627e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -21862966.000000 Penalty: 5976.572754
	Iteration 107Q: 3 clusters Score -2.186297e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 166744 members 
Entering Unmasked Estep 
Score: -21863140.000000 Penalty: 5976.572754
	Iteration 108Q: 3 clusters Score -2.186314e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -21863300.000000 Penalty: 5976.572754
	Iteration 109Q: 3 clusters Score -2.18633e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -21863354.000000 Penalty: 5976.572754
	Iteration 110Q: 3 clusters Score -2.186335e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 168005 members 
Entering Unmasked Estep 
Score: -21863434.000000 Penalty: 5976.572754
	Iteration 111Q: 3 clusters Score -2.186343e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -21863516.000000 Penalty: 5976.572754
	Iteration 112Q: 3 clusters Score -2.186352e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -21863574.000000 Penalty: 5976.572754
	Iteration 113Q: 3 clusters Score -2.186357e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -21863596.000000 Penalty: 5976.572754
	Iteration 114Q: 3 clusters Score -2.18636e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -21863644.000000 Penalty: 5976.572754
	Iteration 115Q: 3 clusters Score -2.186364e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -21863720.000000 Penalty: 5976.572754
	Iteration 116Q: 3 clusters Score -2.186372e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -21863754.000000 Penalty: 5976.572754
	Iteration 117Q: 3 clusters Score -2.186375e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -21863762.000000 Penalty: 5976.572754
	Iteration 118Q: 3 clusters Score -2.186376e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 169286 members 
Entering Unmasked Estep 
Score: -21863804.000000 Penalty: 5976.572754
	Iteration 119Q: 3 clusters Score -2.18638e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -21863802.000000 Penalty: 5976.572754
	Iteration 120F: 3 clusters Score -2.18638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -21863856.000000 Penalty: 5976.572754
	Iteration 121Q: 3 clusters Score -2.186386e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 169479 members 
Entering Unmasked Estep 
Score: -21863896.000000 Penalty: 5976.572754
	Iteration 122Q: 3 clusters Score -2.18639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 169520 members 
Entering Unmasked Estep 
Score: -21863916.000000 Penalty: 5976.572754
	Iteration 123Q: 3 clusters Score -2.186392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 169552 members 
Entering Unmasked Estep 
Score: -21863940.000000 Penalty: 5976.572754
	Iteration 124Q: 3 clusters Score -2.186394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -21863962.000000 Penalty: 5976.572754
	Iteration 125Q: 3 clusters Score -2.186396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -21863962.000000 Penalty: 5976.572754
	Iteration 126Q: 3 clusters Score -2.186396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 169622 members 
Entering Unmasked Estep 
Score: -21863978.000000 Penalty: 5976.572754
	Iteration 127Q: 3 clusters Score -2.186398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 169637 members 
Entering Unmasked Estep 
Score: -21863992.000000 Penalty: 5976.572754
	Iteration 128Q: 3 clusters Score -2.186399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -21863976.000000 Penalty: 5976.572754
	Iteration 129Q: 3 clusters Score -2.186398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -21863982.000000 Penalty: 5976.572754
	Iteration 130Q: 3 clusters Score -2.186398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -21863990.000000 Penalty: 5976.572754
	Iteration 131Q: 3 clusters Score -2.186399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 169672 members 
Entering Unmasked Estep 
Score: -21863992.000000 Penalty: 5976.572754
	Iteration 132Q: 3 clusters Score -2.186399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -21864014.000000 Penalty: 5976.572754
	Iteration 133Q: 3 clusters Score -2.186401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -21864014.000000 Penalty: 5976.572754
	Iteration 134Q: 3 clusters Score -2.186401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 169681 members 
Entering Unmasked Estep 
Score: -21864018.000000 Penalty: 5976.572754
	Iteration 135Q: 3 clusters Score -2.186402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 169683 members 
Entering Unmasked Estep 
Score: -21864004.000000 Penalty: 5976.572754
	Iteration 136Q: 3 clusters Score -2.1864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -21864012.000000 Penalty: 5976.572754
	Iteration 137Q: 3 clusters Score -2.186401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -21864012.000000 Penalty: 5976.572754
	Iteration 138F: 3 clusters Score -2.186401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Entering Unmasked Estep 
Score: -6006296.500000 Penalty: 2664.297363
	Iteration 0F: 2 clusters Score -6006296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -5975052.000000 Penalty: 5328.594727
	Iteration 0F: 3 clusters Score -5975052 nChanged 21330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5986965.000000 Penalty: 5328.594727
	Iteration 1F: 3 clusters Score -5986965 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5987438.000000 Penalty: 5328.594727
	Iteration 2Q: 3 clusters Score -5987438 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -5987793.000000 Penalty: 5328.594727
	Iteration 3Q: 3 clusters Score -5987793 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5988151.500000 Penalty: 5328.594727
	Iteration 4Q: 3 clusters Score -5988152 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5988507.000000 Penalty: 5328.594727
	Iteration 5Q: 3 clusters Score -5988507 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -5988928.000000 Penalty: 5328.594727
	Iteration 6Q: 3 clusters Score -5988928 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5989443.500000 Penalty: 5328.594727
	Iteration 7Q: 3 clusters Score -5989444 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -5990125.500000 Penalty: 5328.594727
	Iteration 8Q: 3 clusters Score -5990126 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -5991101.000000 Penalty: 5328.594727
	Iteration 9Q: 3 clusters Score -5991101 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -5992393.000000 Penalty: 5328.594727
	Iteration 10Q: 3 clusters Score -5992393 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -5993980.000000 Penalty: 5328.594727
	Iteration 11F: 3 clusters Score -5993980 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -5995934.000000 Penalty: 5328.594727
	Iteration 12F: 3 clusters Score -5995934 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -5998020.500000 Penalty: 5328.594727
	Iteration 13F: 3 clusters Score -5998020 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -5999880.000000 Penalty: 5328.594727
	Iteration 14F: 3 clusters Score -5999880 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6001411.000000 Penalty: 5328.594727
	Iteration 15Q: 3 clusters Score -6001411 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6002369.500000 Penalty: 5328.594727
	Iteration 16Q: 3 clusters Score -6002370 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6002976.000000 Penalty: 5328.594727
	Iteration 17Q: 3 clusters Score -6002976 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6003377.000000 Penalty: 5328.594727
	Iteration 18Q: 3 clusters Score -6003377 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6003619.000000 Penalty: 5328.594727
	Iteration 19Q: 3 clusters Score -6003619 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6003789.000000 Penalty: 5328.594727
	Iteration 20F: 3 clusters Score -6003789 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6003898.500000 Penalty: 5328.594727
	Iteration 21Q: 3 clusters Score -6003898 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6004019.500000 Penalty: 5328.594727
	Iteration 22Q: 3 clusters Score -6004020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6004092.500000 Penalty: 5328.594727
	Iteration 23Q: 3 clusters Score -6004092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6004120.500000 Penalty: 5328.594727
	Iteration 24Q: 3 clusters Score -6004120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6004179.000000 Penalty: 5328.594727
	Iteration 25Q: 3 clusters Score -6004179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6004197.000000 Penalty: 5328.594727
	Iteration 26Q: 3 clusters Score -6004197 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6004216.500000 Penalty: 5328.594727
	Iteration 27Q: 3 clusters Score -6004216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6004228.500000 Penalty: 5328.594727
	Iteration 28Q: 3 clusters Score -6004228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6004241.000000 Penalty: 5328.594727
	Iteration 29Q: 3 clusters Score -6004241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6004249.500000 Penalty: 5328.594727
	Iteration 30Q: 3 clusters Score -6004250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6004264.500000 Penalty: 5328.594727
	Iteration 31Q: 3 clusters Score -6004264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6004271.500000 Penalty: 5328.594727
	Iteration 32Q: 3 clusters Score -6004272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6004284.000000 Penalty: 5328.594727
	Iteration 33Q: 3 clusters Score -6004284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6004306.000000 Penalty: 5328.594727
	Iteration 34Q: 3 clusters Score -6004306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6004312.000000 Penalty: 5328.594727
	Iteration 35Q: 3 clusters Score -6004312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6004315.500000 Penalty: 5328.594727
	Iteration 36Q: 3 clusters Score -6004316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6004308.500000 Penalty: 5328.594727
	Iteration 37Q: 3 clusters Score -6004308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6004313.500000 Penalty: 5328.594727
	Iteration 38Q: 3 clusters Score -6004314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6004312.500000 Penalty: 5328.594727
	Iteration 39Q: 3 clusters Score -6004312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6004318.000000 Penalty: 5328.594727
	Iteration 40F: 3 clusters Score -6004318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6004316.000000 Penalty: 5328.594727
	Iteration 41Q: 3 clusters Score -6004316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6004320.000000 Penalty: 5328.594727
	Iteration 42Q: 3 clusters Score -6004320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6004325.000000 Penalty: 5328.594727
	Iteration 43Q: 3 clusters Score -6004325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6004319.500000 Penalty: 5328.594727
	Iteration 44Q: 3 clusters Score -6004320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6004318.500000 Penalty: 5328.594727
	Iteration 45Q: 3 clusters Score -6004318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6004318.000000 Penalty: 5328.594727
	Iteration 46Q: 3 clusters Score -6004318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6004318.000000 Penalty: 5328.594727
	Iteration 47F: 3 clusters Score -6004318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Entering Unmasked Estep 
Score: -8742875.000000 Penalty: 2766.661621
	Iteration 0F: 2 clusters Score -8742875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -8696062.000000 Penalty: 5533.323242
	Iteration 0F: 3 clusters Score -8696062 nChanged 32744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -8714400.000000 Penalty: 5533.323242
	Iteration 1F: 3 clusters Score -8714400 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8714961.000000 Penalty: 5533.323242
	Iteration 2Q: 3 clusters Score -8714961 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -8715554.000000 Penalty: 5533.323242
	Iteration 3Q: 3 clusters Score -8715554 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -8716224.000000 Penalty: 5533.323242
	Iteration 4Q: 3 clusters Score -8716224 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -8717075.000000 Penalty: 5533.323242
	Iteration 5Q: 3 clusters Score -8717075 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -8718423.000000 Penalty: 5533.323242
	Iteration 6Q: 3 clusters Score -8718423 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -8720524.000000 Penalty: 5533.323242
	Iteration 7Q: 3 clusters Score -8720524 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -8723420.000000 Penalty: 5533.323242
	Iteration 8F: 3 clusters Score -8723420 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -8726946.000000 Penalty: 5533.323242
	Iteration 9F: 3 clusters Score -8726946 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -8730360.000000 Penalty: 5533.323242
	Iteration 10F: 3 clusters Score -8730360 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -8732889.000000 Penalty: 5533.323242
	Iteration 11F: 3 clusters Score -8732889 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -8734756.000000 Penalty: 5533.323242
	Iteration 12Q: 3 clusters Score -8734756 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -8736052.000000 Penalty: 5533.323242
	Iteration 13Q: 3 clusters Score -8736052 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -8737056.000000 Penalty: 5533.323242
	Iteration 14Q: 3 clusters Score -8737056 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -8737782.000000 Penalty: 5533.323242
	Iteration 15Q: 3 clusters Score -8737782 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -8738313.000000 Penalty: 5533.323242
	Iteration 16Q: 3 clusters Score -8738313 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -8738735.000000 Penalty: 5533.323242
	Iteration 17Q: 3 clusters Score -8738735 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -8739018.000000 Penalty: 5533.323242
	Iteration 18Q: 3 clusters Score -8739018 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -8739281.000000 Penalty: 5533.323242
	Iteration 19Q: 3 clusters Score -8739281 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -8739468.000000 Penalty: 5533.323242
	Iteration 20F: 3 clusters Score -8739468 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -8739634.000000 Penalty: 5533.323242
	Iteration 21Q: 3 clusters Score -8739634 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8739779.000000 Penalty: 5533.323242
	Iteration 22Q: 3 clusters Score -8739779 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8739930.000000 Penalty: 5533.323242
	Iteration 23Q: 3 clusters Score -8739930 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8740022.000000 Penalty: 5533.323242
	Iteration 24Q: 3 clusters Score -8740022 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8740102.000000 Penalty: 5533.323242
	Iteration 25Q: 3 clusters Score -8740102 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -8740130.000000 Penalty: 5533.323242
	Iteration 26Q: 3 clusters Score -8740130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8740178.000000 Penalty: 5533.323242
	Iteration 27Q: 3 clusters Score -8740178 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -8740235.000000 Penalty: 5533.323242
	Iteration 28Q: 3 clusters Score -8740235 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8740277.000000 Penalty: 5533.323242
	Iteration 29Q: 3 clusters Score -8740277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8740326.000000 Penalty: 5533.323242
	Iteration 30Q: 3 clusters Score -8740326 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8740370.000000 Penalty: 5533.323242
	Iteration 31Q: 3 clusters Score -8740370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8740404.000000 Penalty: 5533.323242
	Iteration 32Q: 3 clusters Score -8740404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8740454.000000 Penalty: 5533.323242
	Iteration 33Q: 3 clusters Score -8740454 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8740449.000000 Penalty: 5533.323242
	Iteration 34Q: 3 clusters Score -8740449 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8740473.000000 Penalty: 5533.323242
	Iteration 35Q: 3 clusters Score -8740473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8740522.000000 Penalty: 5533.323242
	Iteration 36Q: 3 clusters Score -8740522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8740520.000000 Penalty: 5533.323242
	Iteration 37Q: 3 clusters Score -8740520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8740538.000000 Penalty: 5533.323242
	Iteration 38Q: 3 clusters Score -8740538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8740552.000000 Penalty: 5533.323242
	Iteration 39Q: 3 clusters Score -8740552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8740574.000000 Penalty: 5533.323242
	Iteration 40F: 3 clusters Score -8740574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8740591.000000 Penalty: 5533.323242
	Iteration 41Q: 3 clusters Score -8740591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8740610.000000 Penalty: 5533.323242
	Iteration 42Q: 3 clusters Score -8740610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8740606.000000 Penalty: 5533.323242
	Iteration 43Q: 3 clusters Score -8740606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66774 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8740617.000000 Penalty: 5533.323242
	Iteration 44Q: 3 clusters Score -8740617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8740627.000000 Penalty: 5533.323242
	Iteration 45Q: 3 clusters Score -8740627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8740646.000000 Penalty: 5533.323242
	Iteration 46Q: 3 clusters Score -8740646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8740660.000000 Penalty: 5533.323242
	Iteration 47Q: 3 clusters Score -8740660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8740668.000000 Penalty: 5533.323242
	Iteration 48Q: 3 clusters Score -8740668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8740680.000000 Penalty: 5533.323242
	Iteration 49Q: 3 clusters Score -8740680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8740669.000000 Penalty: 5533.323242
	Iteration 50Q: 3 clusters Score -8740669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8740683.000000 Penalty: 5533.323242
	Iteration 51Q: 3 clusters Score -8740683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8740690.000000 Penalty: 5533.323242
	Iteration 52Q: 3 clusters Score -8740690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8740698.000000 Penalty: 5533.323242
	Iteration 53Q: 3 clusters Score -8740698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8740717.000000 Penalty: 5533.323242
	Iteration 54Q: 3 clusters Score -8740717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8740721.000000 Penalty: 5533.323242
	Iteration 55Q: 3 clusters Score -8740721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8740735.000000 Penalty: 5533.323242
	Iteration 56Q: 3 clusters Score -8740735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8740748.000000 Penalty: 5533.323242
	Iteration 57Q: 3 clusters Score -8740748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8740757.000000 Penalty: 5533.323242
	Iteration 58Q: 3 clusters Score -8740757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8740775.000000 Penalty: 5533.323242
	Iteration 59Q: 3 clusters Score -8740775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8740774.000000 Penalty: 5533.323242
	Iteration 60F: 3 clusters Score -8740774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8740786.000000 Penalty: 5533.323242
	Iteration 61Q: 3 clusters Score -8740786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8740783.000000 Penalty: 5533.323242
	Iteration 62Q: 3 clusters Score -8740783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8740797.000000 Penalty: 5533.323242
	Iteration 63Q: 3 clusters Score -8740797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8740798.000000 Penalty: 5533.323242
	Iteration 64Q: 3 clusters Score -8740798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8740787.000000 Penalty: 5533.323242
	Iteration 65Q: 3 clusters Score -8740787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8740801.000000 Penalty: 5533.323242
	Iteration 66Q: 3 clusters Score -8740801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8740809.000000 Penalty: 5533.323242
	Iteration 67Q: 3 clusters Score -8740809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8740809.000000 Penalty: 5533.323242
	Iteration 68Q: 3 clusters Score -8740809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8740808.000000 Penalty: 5533.323242
	Iteration 69Q: 3 clusters Score -8740808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8740816.000000 Penalty: 5533.323242
	Iteration 70Q: 3 clusters Score -8740816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8740812.000000 Penalty: 5533.323242
	Iteration 71Q: 3 clusters Score -8740812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8740806.000000 Penalty: 5533.323242
	Iteration 72Q: 3 clusters Score -8740806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8740806.000000 Penalty: 5533.323242
	Iteration 73Q: 3 clusters Score -8740806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8740806.000000 Penalty: 5533.323242
	Iteration 74Q: 3 clusters Score -8740806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8740811.000000 Penalty: 5533.323242
	Iteration 75Q: 3 clusters Score -8740811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8740816.000000 Penalty: 5533.323242
	Iteration 76Q: 3 clusters Score -8740816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8740827.000000 Penalty: 5533.323242
	Iteration 77Q: 3 clusters Score -8740827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8740826.000000 Penalty: 5533.323242
	Iteration 78Q: 3 clusters Score -8740826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8740814.000000 Penalty: 5533.323242
	Iteration 79Q: 3 clusters Score -8740814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8740815.000000 Penalty: 5533.323242
	Iteration 80F: 3 clusters Score -8740815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8740819.000000 Penalty: 5533.323242
	Iteration 81Q: 3 clusters Score -8740819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8740822.000000 Penalty: 5533.323242
	Iteration 82Q: 3 clusters Score -8740822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8740827.000000 Penalty: 5533.323242
	Iteration 83Q: 3 clusters Score -8740827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8740820.000000 Penalty: 5533.323242
	Iteration 84Q: 3 clusters Score -8740820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8740824.000000 Penalty: 5533.323242
	Iteration 85Q: 3 clusters Score -8740824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8740827.000000 Penalty: 5533.323242
	Iteration 86Q: 3 clusters Score -8740827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8740823.000000 Penalty: 5533.323242
	Iteration 87Q: 3 clusters Score -8740823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8740829.000000 Penalty: 5533.323242
	Iteration 88Q: 3 clusters Score -8740829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8740834.000000 Penalty: 5533.323242
	Iteration 89Q: 3 clusters Score -8740834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8740827.000000 Penalty: 5533.323242
	Iteration 90Q: 3 clusters Score -8740827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8740833.000000 Penalty: 5533.323242
	Iteration 91Q: 3 clusters Score -8740833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8740831.000000 Penalty: 5533.323242
	Iteration 92Q: 3 clusters Score -8740831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8740823.000000 Penalty: 5533.323242
	Iteration 93Q: 3 clusters Score -8740823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8740823.000000 Penalty: 5533.323242
	Iteration 94F: 3 clusters Score -8740823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -457443.500000 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -457443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -453730.437500 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -453730.4 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -454501.625000 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -454501.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -454684.093750 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -454684.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -454812.562500 Penalty: 4071.546875
	Iteration 3F: 3 clusters Score -454812.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -454886.250000 Penalty: 4071.546875
	Iteration 4Q: 3 clusters Score -454886.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -454936.625000 Penalty: 4071.546875
	Iteration 5Q: 3 clusters Score -454936.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -454980.968750 Penalty: 4071.546875
	Iteration 6Q: 3 clusters Score -454981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -455014.343750 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -455014.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -455038.312500 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -455038.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -455062.468750 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -455062.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -455085.750000 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -455085.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -455109.656250 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -455109.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -455143.343750 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -455143.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -455178.968750 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -455179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -455202.281250 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -455202.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -455218.625000 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -455218.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -455226.875000 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -455226.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -455232.375000 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -455232.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -455235.968750 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -455236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -455237.437500 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -455237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -455240.875000 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -455240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -455241.062500 Penalty: 4071.546875
	Iteration 21Q: 3 clusters Score -455241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -455244.031250 Penalty: 4071.546875
	Iteration 22Q: 3 clusters Score -455244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -455246.875000 Penalty: 4071.546875
	Iteration 23Q: 3 clusters Score -455246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -455253.843750 Penalty: 4071.546875
	Iteration 24Q: 3 clusters Score -455253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -455259.062500 Penalty: 4071.546875
	Iteration 25Q: 3 clusters Score -455259.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -455266.031250 Penalty: 4071.546875
	Iteration 26Q: 3 clusters Score -455266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -455271.062500 Penalty: 4071.546875
	Iteration 27Q: 3 clusters Score -455271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -455276.562500 Penalty: 4071.546875
	Iteration 28Q: 3 clusters Score -455276.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -455280.968750 Penalty: 4071.546875
	Iteration 29Q: 3 clusters Score -455281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -455288.093750 Penalty: 4071.546875
	Iteration 30Q: 3 clusters Score -455288.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -455293.406250 Penalty: 4071.546875
	Iteration 31Q: 3 clusters Score -455293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -455299.968750 Penalty: 4071.546875
	Iteration 32Q: 3 clusters Score -455300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -455304.937500 Penalty: 4071.546875
	Iteration 33Q: 3 clusters Score -455304.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -455307.281250 Penalty: 4071.546875
	Iteration 34Q: 3 clusters Score -455307.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -455315.656250 Penalty: 4071.546875
	Iteration 35Q: 3 clusters Score -455315.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -455324.218750 Penalty: 4071.546875
	Iteration 36Q: 3 clusters Score -455324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -455331.000000 Penalty: 4071.546875
	Iteration 37Q: 3 clusters Score -455331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -455337.812500 Penalty: 4071.546875
	Iteration 38Q: 3 clusters Score -455337.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -455344.937500 Penalty: 4071.546875
	Iteration 39Q: 3 clusters Score -455344.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -455350.437500 Penalty: 4071.546875
	Iteration 40F: 3 clusters Score -455350.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -455355.437500 Penalty: 4071.546875
	Iteration 41Q: 3 clusters Score -455355.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -455360.750000 Penalty: 4071.546875
	Iteration 42Q: 3 clusters Score -455360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -455368.656250 Penalty: 4071.546875
	Iteration 43Q: 3 clusters Score -455368.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -455374.750000 Penalty: 4071.546875
	Iteration 44Q: 3 clusters Score -455374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -455379.843750 Penalty: 4071.546875
	Iteration 45Q: 3 clusters Score -455379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -455379.343750 Penalty: 4071.546875
	Iteration 46Q: 3 clusters Score -455379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -455379.750000 Penalty: 4071.546875
	Iteration 47Q: 3 clusters Score -455379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -455382.843750 Penalty: 4071.546875
	Iteration 48Q: 3 clusters Score -455382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -455387.906250 Penalty: 4071.546875
	Iteration 49Q: 3 clusters Score -455387.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -455392.250000 Penalty: 4071.546875
	Iteration 50Q: 3 clusters Score -455392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -455395.062500 Penalty: 4071.546875
	Iteration 51Q: 3 clusters Score -455395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -455398.593750 Penalty: 4071.546875
	Iteration 52Q: 3 clusters Score -455398.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -455401.625000 Penalty: 4071.546875
	Iteration 53Q: 3 clusters Score -455401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -455405.781250 Penalty: 4071.546875
	Iteration 54Q: 3 clusters Score -455405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -455409.062500 Penalty: 4071.546875
	Iteration 55Q: 3 clusters Score -455409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -455414.156250 Penalty: 4071.546875
	Iteration 56Q: 3 clusters Score -455414.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -455420.156250 Penalty: 4071.546875
	Iteration 57Q: 3 clusters Score -455420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -455425.750000 Penalty: 4071.546875
	Iteration 58Q: 3 clusters Score -455425.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -455432.406250 Penalty: 4071.546875
	Iteration 59Q: 3 clusters Score -455432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -455437.062500 Penalty: 4071.546875
	Iteration 60F: 3 clusters Score -455437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -455440.968750 Penalty: 4071.546875
	Iteration 61Q: 3 clusters Score -455441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -455449.937500 Penalty: 4071.546875
	Iteration 62Q: 3 clusters Score -455449.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -455458.781250 Penalty: 4071.546875
	Iteration 63Q: 3 clusters Score -455458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -455471.312500 Penalty: 4071.546875
	Iteration 64Q: 3 clusters Score -455471.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -455487.437500 Penalty: 4071.546875
	Iteration 65Q: 3 clusters Score -455487.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -455495.312500 Penalty: 4071.546875
	Iteration 66Q: 3 clusters Score -455495.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -455508.281250 Penalty: 4071.546875
	Iteration 67Q: 3 clusters Score -455508.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -455522.531250 Penalty: 4071.546875
	Iteration 68Q: 3 clusters Score -455522.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -455545.500000 Penalty: 4071.546875
	Iteration 69Q: 3 clusters Score -455545.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455564.437500 Penalty: 4071.546875
	Iteration 70Q: 3 clusters Score -455564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -455582.062500 Penalty: 4071.546875
	Iteration 71Q: 3 clusters Score -455582.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -455603.593750 Penalty: 4071.546875
	Iteration 72Q: 3 clusters Score -455603.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -455621.437500 Penalty: 4071.546875
	Iteration 73Q: 3 clusters Score -455621.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -455639.125000 Penalty: 4071.546875
	Iteration 74Q: 3 clusters Score -455639.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -455658.187500 Penalty: 4071.546875
	Iteration 75Q: 3 clusters Score -455658.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -455676.687500 Penalty: 4071.546875
	Iteration 76Q: 3 clusters Score -455676.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -455699.468750 Penalty: 4071.546875
	Iteration 77Q: 3 clusters Score -455699.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -455714.812500 Penalty: 4071.546875
	Iteration 78Q: 3 clusters Score -455714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -455735.312500 Penalty: 4071.546875
	Iteration 79Q: 3 clusters Score -455735.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -455748.500000 Penalty: 4071.546875
	Iteration 80F: 3 clusters Score -455748.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -455763.250000 Penalty: 4071.546875
	Iteration 81Q: 3 clusters Score -455763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -455778.500000 Penalty: 4071.546875
	Iteration 82Q: 3 clusters Score -455778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -455788.781250 Penalty: 4071.546875
	Iteration 83Q: 3 clusters Score -455788.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -455797.843750 Penalty: 4071.546875
	Iteration 84Q: 3 clusters Score -455797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -455805.093750 Penalty: 4071.546875
	Iteration 85Q: 3 clusters Score -455805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -455810.156250 Penalty: 4071.546875
	Iteration 86Q: 3 clusters Score -455810.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -455820.875000 Penalty: 4071.546875
	Iteration 87Q: 3 clusters Score -455820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -455832.656250 Penalty: 4071.546875
	Iteration 88Q: 3 clusters Score -455832.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -455844.468750 Penalty: 4071.546875
	Iteration 89Q: 3 clusters Score -455844.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -455859.593750 Penalty: 4071.546875
	Iteration 90Q: 3 clusters Score -455859.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -455871.093750 Penalty: 4071.546875
	Iteration 91Q: 3 clusters Score -455871.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -455878.750000 Penalty: 4071.546875
	Iteration 92Q: 3 clusters Score -455878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -455883.937500 Penalty: 4071.546875
	Iteration 93Q: 3 clusters Score -455883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -455886.093750 Penalty: 4071.546875
	Iteration 94Q: 3 clusters Score -455886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -455892.031250 Penalty: 4071.546875
	Iteration 95Q: 3 clusters Score -455892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -455895.968750 Penalty: 4071.546875
	Iteration 96Q: 3 clusters Score -455896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -455899.312500 Penalty: 4071.546875
	Iteration 97Q: 3 clusters Score -455899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -455902.406250 Penalty: 4071.546875
	Iteration 98Q: 3 clusters Score -455902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -455904.562500 Penalty: 4071.546875
	Iteration 99Q: 3 clusters Score -455904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -455904.562500 Penalty: 4071.546875
	Iteration 100F: 3 clusters Score -455904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -717398.437500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -717398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -712368.500000 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -712368.5 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -713746.125000 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -713746.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -714174.250000 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -714174.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -714569.937500 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -714569.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -714909.312500 Penalty: 4301.893066
	Iteration 4F: 3 clusters Score -714909.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -715205.687500 Penalty: 4301.893066
	Iteration 5F: 3 clusters Score -715205.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -715445.375000 Penalty: 4301.893066
	Iteration 6F: 3 clusters Score -715445.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -715612.875000 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -715612.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -715703.875000 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -715703.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -715768.750000 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -715768.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -715832.437500 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -715832.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -715872.000000 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -715872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -715909.812500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -715909.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -715936.875000 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -715936.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -715957.250000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -715957.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -715972.187500 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -715972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -715982.625000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -715982.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -715988.625000 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -715988.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -715997.000000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -715997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -716002.500000 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -716002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -716007.375000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -716007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -716014.562500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -716014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -716020.312500 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -716020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -716024.562500 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -716024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -716029.812500 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -716029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -716032.812500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -716032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -716038.062500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -716038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -716043.000000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -716043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -716049.250000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -716049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -716053.937500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -716053.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -716058.125000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -716058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -716061.187500 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -716061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -716062.312500 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -716062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -716063.625000 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -716063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -716063.625000 Penalty: 4301.893066
	Iteration 34F: 3 clusters Score -716063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Entering Unmasked Estep 
Score: -1720480.875000 Penalty: 2353.167236
	Iteration 0F: 2 clusters Score -1720481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1710742.750000 Penalty: 4706.334473
	Iteration 0F: 3 clusters Score -1710743 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1713611.625000 Penalty: 4706.334473
	Iteration 1F: 3 clusters Score -1713612 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1713922.875000 Penalty: 4706.334473
	Iteration 2F: 3 clusters Score -1713923 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1714130.875000 Penalty: 4706.334473
	Iteration 3Q: 3 clusters Score -1714131 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1714296.750000 Penalty: 4706.334473
	Iteration 4Q: 3 clusters Score -1714297 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1714443.000000 Penalty: 4706.334473
	Iteration 5Q: 3 clusters Score -1714443 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1714583.250000 Penalty: 4706.334473
	Iteration 6Q: 3 clusters Score -1714583 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1714701.750000 Penalty: 4706.334473
	Iteration 7Q: 3 clusters Score -1714702 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1714843.000000 Penalty: 4706.334473
	Iteration 8Q: 3 clusters Score -1714843 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1715006.375000 Penalty: 4706.334473
	Iteration 9Q: 3 clusters Score -1715006 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1715175.500000 Penalty: 4706.334473
	Iteration 10Q: 3 clusters Score -1715176 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1715343.125000 Penalty: 4706.334473
	Iteration 11Q: 3 clusters Score -1715343 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1715548.125000 Penalty: 4706.334473
	Iteration 12Q: 3 clusters Score -1715548 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1715789.750000 Penalty: 4706.334473
	Iteration 13Q: 3 clusters Score -1715790 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1716068.750000 Penalty: 4706.334473
	Iteration 14Q: 3 clusters Score -1716069 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1716380.375000 Penalty: 4706.334473
	Iteration 15Q: 3 clusters Score -1716380 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1716667.375000 Penalty: 4706.334473
	Iteration 16Q: 3 clusters Score -1716667 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1716940.250000 Penalty: 4706.334473
	Iteration 17Q: 3 clusters Score -1716940 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1717102.250000 Penalty: 4706.334473
	Iteration 18Q: 3 clusters Score -1717102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1717201.250000 Penalty: 4706.334473
	Iteration 19Q: 3 clusters Score -1717201 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1717273.500000 Penalty: 4706.334473
	Iteration 20F: 3 clusters Score -1717274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1717324.500000 Penalty: 4706.334473
	Iteration 21Q: 3 clusters Score -1717324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1717365.250000 Penalty: 4706.334473
	Iteration 22Q: 3 clusters Score -1717365 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1717402.250000 Penalty: 4706.334473
	Iteration 23Q: 3 clusters Score -1717402 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1717430.000000 Penalty: 4706.334473
	Iteration 24Q: 3 clusters Score -1717430 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1717462.250000 Penalty: 4706.334473
	Iteration 25Q: 3 clusters Score -1717462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1717485.250000 Penalty: 4706.334473
	Iteration 26Q: 3 clusters Score -1717485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1717504.875000 Penalty: 4706.334473
	Iteration 27Q: 3 clusters Score -1717505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1717525.875000 Penalty: 4706.334473
	Iteration 28Q: 3 clusters Score -1717526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1717542.250000 Penalty: 4706.334473
	Iteration 29Q: 3 clusters Score -1717542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1717552.625000 Penalty: 4706.334473
	Iteration 30Q: 3 clusters Score -1717553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1717555.125000 Penalty: 4706.334473
	Iteration 31Q: 3 clusters Score -1717555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1717561.750000 Penalty: 4706.334473
	Iteration 32Q: 3 clusters Score -1717562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1717569.125000 Penalty: 4706.334473
	Iteration 33Q: 3 clusters Score -1717569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1717571.375000 Penalty: 4706.334473
	Iteration 34Q: 3 clusters Score -1717571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1717576.125000 Penalty: 4706.334473
	Iteration 35Q: 3 clusters Score -1717576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1717582.000000 Penalty: 4706.334473
	Iteration 36Q: 3 clusters Score -1717582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1717582.000000 Penalty: 4706.334473
	Iteration 37Q: 3 clusters Score -1717582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1717584.000000 Penalty: 4706.334473
	Iteration 38Q: 3 clusters Score -1717584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1717584.250000 Penalty: 4706.334473
	Iteration 39Q: 3 clusters Score -1717584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1717584.625000 Penalty: 4706.334473
	Iteration 40F: 3 clusters Score -1717585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1717582.875000 Penalty: 4706.334473
	Iteration 41Q: 3 clusters Score -1717583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1717589.625000 Penalty: 4706.334473
	Iteration 42Q: 3 clusters Score -1717590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1717594.625000 Penalty: 4706.334473
	Iteration 43Q: 3 clusters Score -1717595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1717590.500000 Penalty: 4706.334473
	Iteration 44Q: 3 clusters Score -1717590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1717597.750000 Penalty: 4706.334473
	Iteration 45Q: 3 clusters Score -1717598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1717601.750000 Penalty: 4706.334473
	Iteration 46Q: 3 clusters Score -1717602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1717603.875000 Penalty: 4706.334473
	Iteration 47Q: 3 clusters Score -1717604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1717604.625000 Penalty: 4706.334473
	Iteration 48Q: 3 clusters Score -1717605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1717607.375000 Penalty: 4706.334473
	Iteration 49Q: 3 clusters Score -1717607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1717614.625000 Penalty: 4706.334473
	Iteration 50Q: 3 clusters Score -1717615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1717615.375000 Penalty: 4706.334473
	Iteration 51Q: 3 clusters Score -1717615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1717613.875000 Penalty: 4706.334473
	Iteration 52Q: 3 clusters Score -1717614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1717613.750000 Penalty: 4706.334473
	Iteration 53Q: 3 clusters Score -1717614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1717621.000000 Penalty: 4706.334473
	Iteration 54Q: 3 clusters Score -1717621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1717621.125000 Penalty: 4706.334473
	Iteration 55Q: 3 clusters Score -1717621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1717621.625000 Penalty: 4706.334473
	Iteration 56Q: 3 clusters Score -1717622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1717625.125000 Penalty: 4706.334473
	Iteration 57Q: 3 clusters Score -1717625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1717624.500000 Penalty: 4706.334473
	Iteration 58Q: 3 clusters Score -1717624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1717628.125000 Penalty: 4706.334473
	Iteration 59Q: 3 clusters Score -1717628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1717628.000000 Penalty: 4706.334473
	Iteration 60F: 3 clusters Score -1717628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1717627.500000 Penalty: 4706.334473
	Iteration 61Q: 3 clusters Score -1717628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1717629.125000 Penalty: 4706.334473
	Iteration 62Q: 3 clusters Score -1717629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1717632.125000 Penalty: 4706.334473
	Iteration 63Q: 3 clusters Score -1717632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1717633.875000 Penalty: 4706.334473
	Iteration 64Q: 3 clusters Score -1717634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1717634.125000 Penalty: 4706.334473
	Iteration 65Q: 3 clusters Score -1717634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1717633.500000 Penalty: 4706.334473
	Iteration 66Q: 3 clusters Score -1717634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1717636.875000 Penalty: 4706.334473
	Iteration 67Q: 3 clusters Score -1717637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1717644.875000 Penalty: 4706.334473
	Iteration 68Q: 3 clusters Score -1717645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1717641.125000 Penalty: 4706.334473
	Iteration 69Q: 3 clusters Score -1717641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1717642.375000 Penalty: 4706.334473
	Iteration 70Q: 3 clusters Score -1717642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1717646.750000 Penalty: 4706.334473
	Iteration 71Q: 3 clusters Score -1717647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1717649.000000 Penalty: 4706.334473
	Iteration 72Q: 3 clusters Score -1717649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1717649.750000 Penalty: 4706.334473
	Iteration 73Q: 3 clusters Score -1717650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1717649.875000 Penalty: 4706.334473
	Iteration 74Q: 3 clusters Score -1717650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1717651.250000 Penalty: 4706.334473
	Iteration 75Q: 3 clusters Score -1717651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1717655.750000 Penalty: 4706.334473
	Iteration 76Q: 3 clusters Score -1717656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1717653.500000 Penalty: 4706.334473
	Iteration 77Q: 3 clusters Score -1717654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1717654.750000 Penalty: 4706.334473
	Iteration 78Q: 3 clusters Score -1717655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1717652.625000 Penalty: 4706.334473
	Iteration 79Q: 3 clusters Score -1717653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1717654.500000 Penalty: 4706.334473
	Iteration 80F: 3 clusters Score -1717654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1717653.875000 Penalty: 4706.334473
	Iteration 81Q: 3 clusters Score -1717654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1717654.375000 Penalty: 4706.334473
	Iteration 82Q: 3 clusters Score -1717654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1717657.250000 Penalty: 4706.334473
	Iteration 83Q: 3 clusters Score -1717657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1717659.000000 Penalty: 4706.334473
	Iteration 84Q: 3 clusters Score -1717659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1717662.875000 Penalty: 4706.334473
	Iteration 85Q: 3 clusters Score -1717663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1717659.375000 Penalty: 4706.334473
	Iteration 86Q: 3 clusters Score -1717659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1717663.375000 Penalty: 4706.334473
	Iteration 87Q: 3 clusters Score -1717663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1717665.250000 Penalty: 4706.334473
	Iteration 88Q: 3 clusters Score -1717665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1717666.250000 Penalty: 4706.334473
	Iteration 89Q: 3 clusters Score -1717666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1717670.125000 Penalty: 4706.334473
	Iteration 90Q: 3 clusters Score -1717670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1717669.250000 Penalty: 4706.334473
	Iteration 91Q: 3 clusters Score -1717669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1717670.750000 Penalty: 4706.334473
	Iteration 92Q: 3 clusters Score -1717671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1717674.500000 Penalty: 4706.334473
	Iteration 93Q: 3 clusters Score -1717674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1717673.375000 Penalty: 4706.334473
	Iteration 94Q: 3 clusters Score -1717673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1717674.750000 Penalty: 4706.334473
	Iteration 95Q: 3 clusters Score -1717675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1717674.250000 Penalty: 4706.334473
	Iteration 96Q: 3 clusters Score -1717674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1717674.750000 Penalty: 4706.334473
	Iteration 97Q: 3 clusters Score -1717675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1717674.375000 Penalty: 4706.334473
	Iteration 98Q: 3 clusters Score -1717674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1717674.375000 Penalty: 4706.334473
	Iteration 99F: 3 clusters Score -1717674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95195.578125 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95195.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93402.265625 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93402.27 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93670.593750 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93670.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93777.007812 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -93777.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93845.367188 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -93845.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93921.273438 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -93921.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93979.234375 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -93979.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94045.992188 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -94045.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -94102.468750 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -94102.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94169.640625 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -94169.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -94247.671875 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -94247.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94331.921875 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -94331.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -94450.078125 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -94450.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94587.070312 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -94587.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94714.226562 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -94714.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94857.570312 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -94857.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94890.882812 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -94890.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94909.664062 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -94909.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -94913.796875 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -94913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94914.710938 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -94914.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94914.710938 Penalty: 3331.430908
	Iteration 19F: 3 clusters Score -94914.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (215572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215572 members 
Entering Unmasked Estep 
Score: -27562558.000000 Penalty: 3045.700684
	Iteration 0F: 2 clusters Score -2.756256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -27426348.000000 Penalty: 6091.401367
	Iteration 0F: 3 clusters Score -2.742635e+07 nChanged 104035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -27487400.000000 Penalty: 6091.401367
	Iteration 1F: 3 clusters Score -2.74874e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -27489710.000000 Penalty: 6091.401367
	Iteration 2Q: 3 clusters Score -2.748971e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -27493842.000000 Penalty: 6091.401367
	Iteration 3Q: 3 clusters Score -2.749384e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -27502746.000000 Penalty: 6091.401367
	Iteration 4F: 3 clusters Score -2.750275e+07 nChanged 18992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -27518514.000000 Penalty: 6091.401367
	Iteration 5F: 3 clusters Score -2.751851e+07 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187735 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -27537032.000000 Penalty: 6091.401367
	Iteration 6F: 3 clusters Score -2.753703e+07 nChanged 16240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203975 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -27550748.000000 Penalty: 6091.401367
	Iteration 7F: 3 clusters Score -2.755075e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211770 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -27556806.000000 Penalty: 6091.401367
	Iteration 8Q: 3 clusters Score -2.755681e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214361 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -27558712.000000 Penalty: 6091.401367
	Iteration 9Q: 3 clusters Score -2.755871e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215059 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -27559412.000000 Penalty: 6091.401367
	Iteration 10Q: 3 clusters Score -2.755941e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215235 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27559662.000000 Penalty: 6091.401367
	Iteration 11Q: 3 clusters Score -2.755966e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215292 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27559760.000000 Penalty: 6091.401367
	Iteration 12Q: 3 clusters Score -2.755976e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215309 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27559788.000000 Penalty: 6091.401367
	Iteration 13Q: 3 clusters Score -2.755979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215319 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27559808.000000 Penalty: 6091.401367
	Iteration 14Q: 3 clusters Score -2.755981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215324 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27559850.000000 Penalty: 6091.401367
	Iteration 15Q: 3 clusters Score -2.755985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215326 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27559876.000000 Penalty: 6091.401367
	Iteration 16Q: 3 clusters Score -2.755988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215330 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27559854.000000 Penalty: 6091.401367
	Iteration 17Q: 3 clusters Score -2.755985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215337 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27559884.000000 Penalty: 6091.401367
	Iteration 18Q: 3 clusters Score -2.755988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215340 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27559884.000000 Penalty: 6091.401367
	Iteration 19Q: 3 clusters Score -2.755988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215342 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27559876.000000 Penalty: 6091.401367
	Iteration 20F: 3 clusters Score -2.755988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215343 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27559890.000000 Penalty: 6091.401367
	Iteration 21Q: 3 clusters Score -2.755989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215345 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27559878.000000 Penalty: 6091.401367
	Iteration 22Q: 3 clusters Score -2.755988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215344 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27559892.000000 Penalty: 6091.401367
	Iteration 23Q: 3 clusters Score -2.755989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215344 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27559892.000000 Penalty: 6091.401367
	Iteration 24F: 3 clusters Score -2.755989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178682 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171021 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 69975 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291648.000000 Penalty: 57209.031250
Iteration 199Q: 18 clusters Score -9.829165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178677 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171023 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 69976 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291672.000000 Penalty: 57209.031250
Iteration 200F: 18 clusters Score -9.829167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178675 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23753 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171023 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 69977 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291616.000000 Penalty: 57209.031250
Iteration 201Q: 18 clusters Score -9.829162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178672 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171024 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69978 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291624.000000 Penalty: 57209.031250
Iteration 202Q: 18 clusters Score -9.829162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171024 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69979 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291688.000000 Penalty: 57209.031250
Iteration 203Q: 18 clusters Score -9.829169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171024 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69980 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291696.000000 Penalty: 57209.031250
Iteration 204Q: 18 clusters Score -9.82917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171025 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291696.000000 Penalty: 57209.031250
Iteration 205Q: 18 clusters Score -9.82917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171026 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291696.000000 Penalty: 57209.031250
Iteration 206Q: 18 clusters Score -9.82917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171026 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291696.000000 Penalty: 57209.031250
Iteration 207F: 18 clusters Score -9.82917e+07 nChanged 0
Entering ConstructFrom: 
Score: -98291696.000000 Penalty: 57209.031250
Entering ConstructFrom: 
Trying to split cluster 1 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -81940.625000 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -81940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80288.882812 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80288.88 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80939.359375 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -80939.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81357.117188 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81357.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81672.820312 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -81672.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81941.101562 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -81941.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82065.960938 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -82065.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82134.859375 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -82134.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -82187.156250 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -82187.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82206.617188 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -82206.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -82210.234375 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -82210.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82216.351562 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -82216.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82221.539062 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -82221.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82230.429688 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -82230.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -82244.351562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -82244.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -82257.093750 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -82257.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82262.726562 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -82262.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82262.726562 Penalty: 3306.810547
	Iteration 16F: 3 clusters Score -82262.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171026 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215570 members 
Mstep: Class 18 contains 183 members 
Entering Unmasked Estep 
Score: -98290280.000000 Penalty: 60574.269531
Splitting cluster 1 changes total score from -98291696.000000 to -98290280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -427606.312500 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -427606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -424201.843750 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -424201.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -424836.843750 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -424836.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -424991.250000 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -424991.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -425078.375000 Penalty: 4007.644043
	Iteration 3Q: 3 clusters Score -425078.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -425126.718750 Penalty: 4007.644043
	Iteration 4Q: 3 clusters Score -425126.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -425156.062500 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -425156.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -425175.218750 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -425175.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -425191.218750 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -425191.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -425211.031250 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -425211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -425231.781250 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -425231.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -425248.250000 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -425248.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -425262.187500 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -425262.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -425275.906250 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -425275.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -425291.281250 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -425291.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -425307.000000 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -425307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -425318.562500 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -425318.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -425327.375000 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -425327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -425334.968750 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -425335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -425338.843750 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -425338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -425343.031250 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -425343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -425346.500000 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -425346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -425349.937500 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -425349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -425352.437500 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -425352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -425353.625000 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -425353.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -425354.750000 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -425354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -425355.843750 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -425355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -425356.812500 Penalty: 4007.644043
	Iteration 26Q: 3 clusters Score -425356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -425356.812500 Penalty: 4007.644043
	Iteration 27F: 3 clusters Score -425356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Entering Unmasked Estep 
Score: -3094981.750000 Penalty: 2500.162109
	Iteration 0F: 2 clusters Score -3094982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3078463.500000 Penalty: 5000.324219
	Iteration 0F: 3 clusters Score -3078464 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3084090.750000 Penalty: 5000.324219
	Iteration 1F: 3 clusters Score -3084091 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3084492.000000 Penalty: 5000.324219
	Iteration 2Q: 3 clusters Score -3084492 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3084834.500000 Penalty: 5000.324219
	Iteration 3Q: 3 clusters Score -3084834 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3085136.250000 Penalty: 5000.324219
	Iteration 4Q: 3 clusters Score -3085136 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3085422.500000 Penalty: 5000.324219
	Iteration 5Q: 3 clusters Score -3085422 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3085713.000000 Penalty: 5000.324219
	Iteration 6Q: 3 clusters Score -3085713 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3086137.250000 Penalty: 5000.324219
	Iteration 7Q: 3 clusters Score -3086137 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3086721.250000 Penalty: 5000.324219
	Iteration 8Q: 3 clusters Score -3086721 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3087516.000000 Penalty: 5000.324219
	Iteration 9F: 3 clusters Score -3087516 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3088472.000000 Penalty: 5000.324219
	Iteration 10F: 3 clusters Score -3088472 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3089584.250000 Penalty: 5000.324219
	Iteration 11F: 3 clusters Score -3089584 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3090718.000000 Penalty: 5000.324219
	Iteration 12F: 3 clusters Score -3090718 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3091556.750000 Penalty: 5000.324219
	Iteration 13Q: 3 clusters Score -3091557 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3092100.250000 Penalty: 5000.324219
	Iteration 14Q: 3 clusters Score -3092100 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3092393.000000 Penalty: 5000.324219
	Iteration 15Q: 3 clusters Score -3092393 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3092530.250000 Penalty: 5000.324219
	Iteration 16Q: 3 clusters Score -3092530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3092612.750000 Penalty: 5000.324219
	Iteration 17Q: 3 clusters Score -3092613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3092655.000000 Penalty: 5000.324219
	Iteration 18Q: 3 clusters Score -3092655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3092681.500000 Penalty: 5000.324219
	Iteration 19Q: 3 clusters Score -3092682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3092696.250000 Penalty: 5000.324219
	Iteration 20F: 3 clusters Score -3092696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3092697.250000 Penalty: 5000.324219
	Iteration 21Q: 3 clusters Score -3092697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3092700.500000 Penalty: 5000.324219
	Iteration 22Q: 3 clusters Score -3092700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3092703.500000 Penalty: 5000.324219
	Iteration 23Q: 3 clusters Score -3092704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3092703.000000 Penalty: 5000.324219
	Iteration 24Q: 3 clusters Score -3092703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3092703.250000 Penalty: 5000.324219
	Iteration 25Q: 3 clusters Score -3092703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3092705.750000 Penalty: 5000.324219
	Iteration 26Q: 3 clusters Score -3092706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3092708.750000 Penalty: 5000.324219
	Iteration 27Q: 3 clusters Score -3092709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3092720.250000 Penalty: 5000.324219
	Iteration 28Q: 3 clusters Score -3092720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3092725.000000 Penalty: 5000.324219
	Iteration 29Q: 3 clusters Score -3092725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3092739.750000 Penalty: 5000.324219
	Iteration 30Q: 3 clusters Score -3092740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3092742.000000 Penalty: 5000.324219
	Iteration 31Q: 3 clusters Score -3092742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3092742.750000 Penalty: 5000.324219
	Iteration 32Q: 3 clusters Score -3092743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3092751.500000 Penalty: 5000.324219
	Iteration 33Q: 3 clusters Score -3092752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3092751.500000 Penalty: 5000.324219
	Iteration 34Q: 3 clusters Score -3092752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3092751.500000 Penalty: 5000.324219
	Iteration 35F: 3 clusters Score -3092752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -129601.945312 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -129601.9 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 625 members 
Entering Unmasked Estep 
Score: -127626.406250 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -127626.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128388.507812 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -128388.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128821.023438 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -128821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129259.132812 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -129259.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129483.203125 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -129483.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129637.804688 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -129637.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129749.531250 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -129749.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129841.140625 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -129841.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -129950.757812 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -129950.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130127.273438 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -130127.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130288.835938 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -130288.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -130444.203125 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -130444.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130491.046875 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -130491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130513.617188 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -130513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -130540.046875 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -130540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130567.367188 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -130567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130609.320312 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -130609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130645.390625 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -130645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130669.203125 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -130669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130694.039062 Penalty: 3532.941895
	Iteration 19Q: 3 clusters Score -130694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -130720.960938 Penalty: 3532.941895
	Iteration 20F: 3 clusters Score -130721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -130789.390625 Penalty: 3532.941895
	Iteration 21Q: 3 clusters Score -130789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -130797.093750 Penalty: 3532.941895
	Iteration 22Q: 3 clusters Score -130797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130801.726562 Penalty: 3532.941895
	Iteration 23Q: 3 clusters Score -130801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130801.726562 Penalty: 3532.941895
	Iteration 24F: 3 clusters Score -130801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 816 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171026 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 215570 members 
Mstep: Class 18 contains 424 members 
Entering Unmasked Estep 
Score: -98291344.000000 Penalty: 60574.269531
Splitting cluster 4 changes total score from -98291696.000000 to -98291344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (178670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Entering Unmasked Estep 
Score: -22858864.000000 Penalty: 2999.137451
	Iteration 0F: 2 clusters Score -2.285886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -22742164.000000 Penalty: 5998.274902
	Iteration 0F: 3 clusters Score -2.274216e+07 nChanged 85650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -22791488.000000 Penalty: 5998.274902
	Iteration 1F: 3 clusters Score -2.279149e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -22792706.000000 Penalty: 5998.274902
	Iteration 2Q: 3 clusters Score -2.279271e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -22794584.000000 Penalty: 5998.274902
	Iteration 3Q: 3 clusters Score -2.279458e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -22797854.000000 Penalty: 5998.274902
	Iteration 4Q: 3 clusters Score -2.279785e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -22803194.000000 Penalty: 5998.274902
	Iteration 5F: 3 clusters Score -2.280319e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -22811712.000000 Penalty: 5998.274902
	Iteration 6F: 3 clusters Score -2.281171e+07 nChanged 14402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -22824130.000000 Penalty: 5998.274902
	Iteration 7F: 3 clusters Score -2.282413e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154932 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -22836900.000000 Penalty: 5998.274902
	Iteration 8F: 3 clusters Score -2.28369e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -22846748.000000 Penalty: 5998.274902
	Iteration 9F: 3 clusters Score -2.284675e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171786 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -22851892.000000 Penalty: 5998.274902
	Iteration 10Q: 3 clusters Score -2.285189e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175016 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -22854022.000000 Penalty: 5998.274902
	Iteration 11Q: 3 clusters Score -2.285402e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22855108.000000 Penalty: 5998.274902
	Iteration 12Q: 3 clusters Score -2.285511e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177217 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22855676.000000 Penalty: 5998.274902
	Iteration 13Q: 3 clusters Score -2.285568e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177561 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22855932.000000 Penalty: 5998.274902
	Iteration 14Q: 3 clusters Score -2.285593e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177726 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22856104.000000 Penalty: 5998.274902
	Iteration 15Q: 3 clusters Score -2.28561e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177833 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -22856198.000000 Penalty: 5998.274902
	Iteration 16Q: 3 clusters Score -2.28562e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22856260.000000 Penalty: 5998.274902
	Iteration 17Q: 3 clusters Score -2.285626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22856328.000000 Penalty: 5998.274902
	Iteration 18Q: 3 clusters Score -2.285633e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177962 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22856352.000000 Penalty: 5998.274902
	Iteration 19Q: 3 clusters Score -2.285635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177985 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22856388.000000 Penalty: 5998.274902
	Iteration 20F: 3 clusters Score -2.285639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178004 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22856394.000000 Penalty: 5998.274902
	Iteration 21Q: 3 clusters Score -2.285639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178007 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22856390.000000 Penalty: 5998.274902
	Iteration 22Q: 3 clusters Score -2.285639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178015 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22856386.000000 Penalty: 5998.274902
	Iteration 23Q: 3 clusters Score -2.285639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22856426.000000 Penalty: 5998.274902
	Iteration 24Q: 3 clusters Score -2.285643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22856444.000000 Penalty: 5998.274902
	Iteration 25Q: 3 clusters Score -2.285644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22856450.000000 Penalty: 5998.274902
	Iteration 26Q: 3 clusters Score -2.285645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178017 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22856458.000000 Penalty: 5998.274902
	Iteration 27Q: 3 clusters Score -2.285646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22856448.000000 Penalty: 5998.274902
	Iteration 28Q: 3 clusters Score -2.285645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178022 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -22856454.000000 Penalty: 5998.274902
	Iteration 29Q: 3 clusters Score -2.285645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22856482.000000 Penalty: 5998.274902
	Iteration 30Q: 3 clusters Score -2.285648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22856468.000000 Penalty: 5998.274902
	Iteration 31Q: 3 clusters Score -2.285647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22856478.000000 Penalty: 5998.274902
	Iteration 32Q: 3 clusters Score -2.285648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22856478.000000 Penalty: 5998.274902
	Iteration 33F: 3 clusters Score -2.285648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -43381.023438 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -43381.02 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 204 members 
Entering Unmasked Estep 
Score: -42012.531250 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -42012.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42276.027344 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -42276.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42394.246094 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -42394.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42475.597656 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -42475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42544.527344 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -42544.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42613.000000 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -42613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42679.738281 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -42679.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42711.621094 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -42711.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42771.902344 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -42771.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42893.425781 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -42893.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42926.363281 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -42926.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42944.753906 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -42944.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42949.433594 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -42949.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42958.851562 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -42958.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42958.851562 Penalty: 2995.966309
	Iteration 14F: 3 clusters Score -42958.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Entering Unmasked Estep 
Score: -3074366.250000 Penalty: 2498.735840
	Iteration 0F: 2 clusters Score -3074366 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 11837 members 
Entering Unmasked Estep 
Score: -3057807.750000 Penalty: 4997.471680
	Iteration 0F: 3 clusters Score -3057808 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3063449.500000 Penalty: 4997.471680
	Iteration 1F: 3 clusters Score -3063450 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3063849.000000 Penalty: 4997.471680
	Iteration 2Q: 3 clusters Score -3063849 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3064214.500000 Penalty: 4997.471680
	Iteration 3Q: 3 clusters Score -3064214 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3064612.750000 Penalty: 4997.471680
	Iteration 4Q: 3 clusters Score -3064613 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3065130.250000 Penalty: 4997.471680
	Iteration 5Q: 3 clusters Score -3065130 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3065776.500000 Penalty: 4997.471680
	Iteration 6F: 3 clusters Score -3065776 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3066600.750000 Penalty: 4997.471680
	Iteration 7F: 3 clusters Score -3066601 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3067632.500000 Penalty: 4997.471680
	Iteration 8F: 3 clusters Score -3067632 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3068822.000000 Penalty: 4997.471680
	Iteration 9F: 3 clusters Score -3068822 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3069937.250000 Penalty: 4997.471680
	Iteration 10F: 3 clusters Score -3069937 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3070853.000000 Penalty: 4997.471680
	Iteration 11Q: 3 clusters Score -3070853 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3071455.000000 Penalty: 4997.471680
	Iteration 12Q: 3 clusters Score -3071455 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3071739.500000 Penalty: 4997.471680
	Iteration 13Q: 3 clusters Score -3071740 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3071911.000000 Penalty: 4997.471680
	Iteration 14Q: 3 clusters Score -3071911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3071986.500000 Penalty: 4997.471680
	Iteration 15Q: 3 clusters Score -3071986 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3072044.000000 Penalty: 4997.471680
	Iteration 16Q: 3 clusters Score -3072044 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3072100.750000 Penalty: 4997.471680
	Iteration 17Q: 3 clusters Score -3072101 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3072135.250000 Penalty: 4997.471680
	Iteration 18Q: 3 clusters Score -3072135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3072178.250000 Penalty: 4997.471680
	Iteration 19Q: 3 clusters Score -3072178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3072206.500000 Penalty: 4997.471680
	Iteration 20F: 3 clusters Score -3072206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3072222.500000 Penalty: 4997.471680
	Iteration 21Q: 3 clusters Score -3072222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3072246.250000 Penalty: 4997.471680
	Iteration 22Q: 3 clusters Score -3072246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3072260.750000 Penalty: 4997.471680
	Iteration 23Q: 3 clusters Score -3072261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3072275.000000 Penalty: 4997.471680
	Iteration 24Q: 3 clusters Score -3072275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3072286.500000 Penalty: 4997.471680
	Iteration 25Q: 3 clusters Score -3072286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3072300.500000 Penalty: 4997.471680
	Iteration 26Q: 3 clusters Score -3072300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3072306.500000 Penalty: 4997.471680
	Iteration 27Q: 3 clusters Score -3072306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3072324.000000 Penalty: 4997.471680
	Iteration 28Q: 3 clusters Score -3072324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3072329.750000 Penalty: 4997.471680
	Iteration 29Q: 3 clusters Score -3072330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3072333.750000 Penalty: 4997.471680
	Iteration 30Q: 3 clusters Score -3072334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3072344.000000 Penalty: 4997.471680
	Iteration 31Q: 3 clusters Score -3072344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3072352.000000 Penalty: 4997.471680
	Iteration 32Q: 3 clusters Score -3072352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3072364.750000 Penalty: 4997.471680
	Iteration 33Q: 3 clusters Score -3072365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3072373.500000 Penalty: 4997.471680
	Iteration 34Q: 3 clusters Score -3072374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3072378.750000 Penalty: 4997.471680
	Iteration 35Q: 3 clusters Score -3072379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3072382.250000 Penalty: 4997.471680
	Iteration 36Q: 3 clusters Score -3072382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3072381.500000 Penalty: 4997.471680
	Iteration 37Q: 3 clusters Score -3072382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3072385.750000 Penalty: 4997.471680
	Iteration 38Q: 3 clusters Score -3072386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3072394.250000 Penalty: 4997.471680
	Iteration 39Q: 3 clusters Score -3072394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3072397.750000 Penalty: 4997.471680
	Iteration 40F: 3 clusters Score -3072398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3072400.750000 Penalty: 4997.471680
	Iteration 41Q: 3 clusters Score -3072401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3072401.000000 Penalty: 4997.471680
	Iteration 42Q: 3 clusters Score -3072401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3072403.000000 Penalty: 4997.471680
	Iteration 43Q: 3 clusters Score -3072403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3072402.750000 Penalty: 4997.471680
	Iteration 44Q: 3 clusters Score -3072403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3072409.750000 Penalty: 4997.471680
	Iteration 45Q: 3 clusters Score -3072410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3072410.000000 Penalty: 4997.471680
	Iteration 46Q: 3 clusters Score -3072410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3072412.250000 Penalty: 4997.471680
	Iteration 47Q: 3 clusters Score -3072412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3072418.500000 Penalty: 4997.471680
	Iteration 48Q: 3 clusters Score -3072418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3072416.000000 Penalty: 4997.471680
	Iteration 49Q: 3 clusters Score -3072416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3072421.500000 Penalty: 4997.471680
	Iteration 50Q: 3 clusters Score -3072422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3072421.000000 Penalty: 4997.471680
	Iteration 51Q: 3 clusters Score -3072421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3072421.500000 Penalty: 4997.471680
	Iteration 52Q: 3 clusters Score -3072422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3072417.250000 Penalty: 4997.471680
	Iteration 53Q: 3 clusters Score -3072417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3072417.750000 Penalty: 4997.471680
	Iteration 54Q: 3 clusters Score -3072418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3072423.750000 Penalty: 4997.471680
	Iteration 55Q: 3 clusters Score -3072424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3072422.500000 Penalty: 4997.471680
	Iteration 56Q: 3 clusters Score -3072422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3072422.500000 Penalty: 4997.471680
	Iteration 57F: 3 clusters Score -3072422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Entering Unmasked Estep 
Score: -1574691.500000 Penalty: 2331.847900
	Iteration 0F: 2 clusters Score -1574692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1565701.875000 Penalty: 4663.695801
	Iteration 0F: 3 clusters Score -1565702 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1568543.875000 Penalty: 4663.695801
	Iteration 1F: 3 clusters Score -1568544 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1568879.000000 Penalty: 4663.695801
	Iteration 2F: 3 clusters Score -1568879 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1569110.125000 Penalty: 4663.695801
	Iteration 3Q: 3 clusters Score -1569110 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1569275.125000 Penalty: 4663.695801
	Iteration 4Q: 3 clusters Score -1569275 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1569419.750000 Penalty: 4663.695801
	Iteration 5Q: 3 clusters Score -1569420 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1569556.375000 Penalty: 4663.695801
	Iteration 6Q: 3 clusters Score -1569556 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1569696.500000 Penalty: 4663.695801
	Iteration 7Q: 3 clusters Score -1569696 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1569872.875000 Penalty: 4663.695801
	Iteration 8Q: 3 clusters Score -1569873 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1570104.750000 Penalty: 4663.695801
	Iteration 9Q: 3 clusters Score -1570105 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1570394.000000 Penalty: 4663.695801
	Iteration 10Q: 3 clusters Score -1570394 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1570769.875000 Penalty: 4663.695801
	Iteration 11Q: 3 clusters Score -1570770 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1571190.250000 Penalty: 4663.695801
	Iteration 12Q: 3 clusters Score -1571190 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1571620.125000 Penalty: 4663.695801
	Iteration 13Q: 3 clusters Score -1571620 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1571958.125000 Penalty: 4663.695801
	Iteration 14Q: 3 clusters Score -1571958 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1572153.000000 Penalty: 4663.695801
	Iteration 15Q: 3 clusters Score -1572153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1572275.250000 Penalty: 4663.695801
	Iteration 16Q: 3 clusters Score -1572275 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1572378.375000 Penalty: 4663.695801
	Iteration 17Q: 3 clusters Score -1572378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1572451.000000 Penalty: 4663.695801
	Iteration 18Q: 3 clusters Score -1572451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1572502.375000 Penalty: 4663.695801
	Iteration 19Q: 3 clusters Score -1572502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1572538.000000 Penalty: 4663.695801
	Iteration 20F: 3 clusters Score -1572538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1572573.000000 Penalty: 4663.695801
	Iteration 21Q: 3 clusters Score -1572573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1572612.500000 Penalty: 4663.695801
	Iteration 22Q: 3 clusters Score -1572612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1572647.000000 Penalty: 4663.695801
	Iteration 23Q: 3 clusters Score -1572647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1572681.000000 Penalty: 4663.695801
	Iteration 24Q: 3 clusters Score -1572681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1572710.875000 Penalty: 4663.695801
	Iteration 25Q: 3 clusters Score -1572711 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1572737.875000 Penalty: 4663.695801
	Iteration 26Q: 3 clusters Score -1572738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1572759.250000 Penalty: 4663.695801
	Iteration 27Q: 3 clusters Score -1572759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1572784.625000 Penalty: 4663.695801
	Iteration 28Q: 3 clusters Score -1572785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1572799.375000 Penalty: 4663.695801
	Iteration 29Q: 3 clusters Score -1572799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1572820.500000 Penalty: 4663.695801
	Iteration 30Q: 3 clusters Score -1572820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1572842.625000 Penalty: 4663.695801
	Iteration 31Q: 3 clusters Score -1572843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1572857.000000 Penalty: 4663.695801
	Iteration 32Q: 3 clusters Score -1572857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1572870.500000 Penalty: 4663.695801
	Iteration 33Q: 3 clusters Score -1572870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1572877.000000 Penalty: 4663.695801
	Iteration 34Q: 3 clusters Score -1572877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1572887.750000 Penalty: 4663.695801
	Iteration 35Q: 3 clusters Score -1572888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1572896.250000 Penalty: 4663.695801
	Iteration 36Q: 3 clusters Score -1572896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1572906.875000 Penalty: 4663.695801
	Iteration 37Q: 3 clusters Score -1572907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1572911.000000 Penalty: 4663.695801
	Iteration 38Q: 3 clusters Score -1572911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1572919.750000 Penalty: 4663.695801
	Iteration 39Q: 3 clusters Score -1572920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1572927.500000 Penalty: 4663.695801
	Iteration 40F: 3 clusters Score -1572928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1572925.750000 Penalty: 4663.695801
	Iteration 41Q: 3 clusters Score -1572926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1572928.250000 Penalty: 4663.695801
	Iteration 42Q: 3 clusters Score -1572928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1572935.750000 Penalty: 4663.695801
	Iteration 43Q: 3 clusters Score -1572936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1572947.125000 Penalty: 4663.695801
	Iteration 44Q: 3 clusters Score -1572947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1572949.250000 Penalty: 4663.695801
	Iteration 45Q: 3 clusters Score -1572949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1572954.375000 Penalty: 4663.695801
	Iteration 46Q: 3 clusters Score -1572954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1572958.000000 Penalty: 4663.695801
	Iteration 47Q: 3 clusters Score -1572958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1572958.500000 Penalty: 4663.695801
	Iteration 48Q: 3 clusters Score -1572958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1572963.250000 Penalty: 4663.695801
	Iteration 49Q: 3 clusters Score -1572963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1572968.250000 Penalty: 4663.695801
	Iteration 50Q: 3 clusters Score -1572968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1572970.125000 Penalty: 4663.695801
	Iteration 51Q: 3 clusters Score -1572970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1572972.000000 Penalty: 4663.695801
	Iteration 52Q: 3 clusters Score -1572972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1572971.375000 Penalty: 4663.695801
	Iteration 53Q: 3 clusters Score -1572971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1572971.875000 Penalty: 4663.695801
	Iteration 54Q: 3 clusters Score -1572972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1572972.500000 Penalty: 4663.695801
	Iteration 55Q: 3 clusters Score -1572972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1572971.500000 Penalty: 4663.695801
	Iteration 56Q: 3 clusters Score -1572972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1572970.875000 Penalty: 4663.695801
	Iteration 57Q: 3 clusters Score -1572971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1572970.875000 Penalty: 4663.695801
	Iteration 58F: 3 clusters Score -1572971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Entering Unmasked Estep 
Score: -1372522.875000 Penalty: 2315.613037
	Iteration 0F: 2 clusters Score -1372523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1364013.125000 Penalty: 4631.226074
	Iteration 0F: 3 clusters Score -1364013 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1366723.125000 Penalty: 4631.226074
	Iteration 1F: 3 clusters Score -1366723 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1367127.125000 Penalty: 4631.226074
	Iteration 2F: 3 clusters Score -1367127 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1367436.250000 Penalty: 4631.226074
	Iteration 3F: 3 clusters Score -1367436 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1367735.750000 Penalty: 4631.226074
	Iteration 4Q: 3 clusters Score -1367736 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1368027.625000 Penalty: 4631.226074
	Iteration 5Q: 3 clusters Score -1368028 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1368315.750000 Penalty: 4631.226074
	Iteration 6Q: 3 clusters Score -1368316 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1368617.375000 Penalty: 4631.226074
	Iteration 7Q: 3 clusters Score -1368617 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1368888.125000 Penalty: 4631.226074
	Iteration 8Q: 3 clusters Score -1368888 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1369126.000000 Penalty: 4631.226074
	Iteration 9Q: 3 clusters Score -1369126 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1369333.875000 Penalty: 4631.226074
	Iteration 10Q: 3 clusters Score -1369334 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1369507.125000 Penalty: 4631.226074
	Iteration 11Q: 3 clusters Score -1369507 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1369646.750000 Penalty: 4631.226074
	Iteration 12Q: 3 clusters Score -1369647 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1369793.875000 Penalty: 4631.226074
	Iteration 13Q: 3 clusters Score -1369794 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1369900.625000 Penalty: 4631.226074
	Iteration 14Q: 3 clusters Score -1369901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1369998.250000 Penalty: 4631.226074
	Iteration 15Q: 3 clusters Score -1369998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1370086.875000 Penalty: 4631.226074
	Iteration 16Q: 3 clusters Score -1370087 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1370157.250000 Penalty: 4631.226074
	Iteration 17Q: 3 clusters Score -1370157 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1370218.375000 Penalty: 4631.226074
	Iteration 18Q: 3 clusters Score -1370218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1370270.625000 Penalty: 4631.226074
	Iteration 19Q: 3 clusters Score -1370271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1370315.125000 Penalty: 4631.226074
	Iteration 20F: 3 clusters Score -1370315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1370354.625000 Penalty: 4631.226074
	Iteration 21Q: 3 clusters Score -1370355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1370383.875000 Penalty: 4631.226074
	Iteration 22Q: 3 clusters Score -1370384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1370403.500000 Penalty: 4631.226074
	Iteration 23Q: 3 clusters Score -1370404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1370421.250000 Penalty: 4631.226074
	Iteration 24Q: 3 clusters Score -1370421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1370432.875000 Penalty: 4631.226074
	Iteration 25Q: 3 clusters Score -1370433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1370446.250000 Penalty: 4631.226074
	Iteration 26Q: 3 clusters Score -1370446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1370455.375000 Penalty: 4631.226074
	Iteration 27Q: 3 clusters Score -1370455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1370461.000000 Penalty: 4631.226074
	Iteration 28Q: 3 clusters Score -1370461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1370464.250000 Penalty: 4631.226074
	Iteration 29Q: 3 clusters Score -1370464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1370470.125000 Penalty: 4631.226074
	Iteration 30Q: 3 clusters Score -1370470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1370474.375000 Penalty: 4631.226074
	Iteration 31Q: 3 clusters Score -1370474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1370477.625000 Penalty: 4631.226074
	Iteration 32Q: 3 clusters Score -1370478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1370477.125000 Penalty: 4631.226074
	Iteration 33Q: 3 clusters Score -1370477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1370477.000000 Penalty: 4631.226074
	Iteration 34Q: 3 clusters Score -1370477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1370477.000000 Penalty: 4631.226074
	Iteration 35F: 3 clusters Score -1370477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Entering Unmasked Estep 
Score: -21866846.000000 Penalty: 2988.293701
	Iteration 0F: 2 clusters Score -2.186685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -21754216.000000 Penalty: 5976.587402
	Iteration 0F: 3 clusters Score -2.175422e+07 nChanged 82431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -21802896.000000 Penalty: 5976.587402
	Iteration 1F: 3 clusters Score -2.18029e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -21804740.000000 Penalty: 5976.587402
	Iteration 2Q: 3 clusters Score -2.180474e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -21807748.000000 Penalty: 5976.587402
	Iteration 3Q: 3 clusters Score -2.180775e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -21812184.000000 Penalty: 5976.587402
	Iteration 4Q: 3 clusters Score -2.181218e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 5976.587402
	Iteration 5F: 3 clusters Score -2.181863e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -21827822.000000 Penalty: 5976.587402
	Iteration 6F: 3 clusters Score -2.182782e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -21838734.000000 Penalty: 5976.587402
	Iteration 7F: 3 clusters Score -2.183873e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -21846772.000000 Penalty: 5976.587402
	Iteration 8F: 3 clusters Score -2.184677e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -21850328.000000 Penalty: 5976.587402
	Iteration 9Q: 3 clusters Score -2.185033e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -21851530.000000 Penalty: 5976.587402
	Iteration 10Q: 3 clusters Score -2.185153e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -21851954.000000 Penalty: 5976.587402
	Iteration 11Q: 3 clusters Score -2.185195e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -21852172.000000 Penalty: 5976.587402
	Iteration 12Q: 3 clusters Score -2.185217e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -21852382.000000 Penalty: 5976.587402
	Iteration 13Q: 3 clusters Score -2.185238e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -21852458.000000 Penalty: 5976.587402
	Iteration 14Q: 3 clusters Score -2.185246e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 87139 members 
Entering Unmasked Estep 
Score: -21852654.000000 Penalty: 5976.587402
	Iteration 15Q: 3 clusters Score -2.185265e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -21852806.000000 Penalty: 5976.587402
	Iteration 16Q: 3 clusters Score -2.185281e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -21852842.000000 Penalty: 5976.587402
	Iteration 17Q: 3 clusters Score -2.185284e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -21852880.000000 Penalty: 5976.587402
	Iteration 18Q: 3 clusters Score -2.185288e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -21852904.000000 Penalty: 5976.587402
	Iteration 19Q: 3 clusters Score -2.18529e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -21853010.000000 Penalty: 5976.587402
	Iteration 20F: 3 clusters Score -2.185301e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -21853106.000000 Penalty: 5976.587402
	Iteration 21Q: 3 clusters Score -2.185311e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -21853164.000000 Penalty: 5976.587402
	Iteration 22Q: 3 clusters Score -2.185316e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -21853188.000000 Penalty: 5976.587402
	Iteration 23Q: 3 clusters Score -2.185319e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -21853188.000000 Penalty: 5976.587402
	Iteration 24Q: 3 clusters Score -2.185319e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -21853178.000000 Penalty: 5976.587402
	Iteration 25Q: 3 clusters Score -2.185318e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -21853204.000000 Penalty: 5976.587402
	Iteration 26Q: 3 clusters Score -2.18532e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -21853180.000000 Penalty: 5976.587402
	Iteration 27Q: 3 clusters Score -2.185318e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -21853186.000000 Penalty: 5976.587402
	Iteration 28Q: 3 clusters Score -2.185319e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -21853216.000000 Penalty: 5976.587402
	Iteration 29Q: 3 clusters Score -2.185322e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -21853232.000000 Penalty: 5976.587402
	Iteration 30Q: 3 clusters Score -2.185323e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -21853214.000000 Penalty: 5976.587402
	Iteration 31Q: 3 clusters Score -2.185321e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -21853232.000000 Penalty: 5976.587402
	Iteration 32Q: 3 clusters Score -2.185323e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -21853238.000000 Penalty: 5976.587402
	Iteration 33Q: 3 clusters Score -2.185324e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -21853270.000000 Penalty: 5976.587402
	Iteration 34Q: 3 clusters Score -2.185327e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -21853312.000000 Penalty: 5976.587402
	Iteration 35Q: 3 clusters Score -2.185331e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -21853294.000000 Penalty: 5976.587402
	Iteration 36Q: 3 clusters Score -2.185329e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -21853344.000000 Penalty: 5976.587402
	Iteration 37Q: 3 clusters Score -2.185334e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 89521 members 
Entering Unmasked Estep 
Score: -21853358.000000 Penalty: 5976.587402
	Iteration 38Q: 3 clusters Score -2.185336e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81408 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -21853342.000000 Penalty: 5976.587402
	Iteration 39Q: 3 clusters Score -2.185334e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -21853336.000000 Penalty: 5976.587402
	Iteration 40F: 3 clusters Score -2.185334e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -21853368.000000 Penalty: 5976.587402
	Iteration 41Q: 3 clusters Score -2.185337e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -21853380.000000 Penalty: 5976.587402
	Iteration 42Q: 3 clusters Score -2.185338e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -21853366.000000 Penalty: 5976.587402
	Iteration 43Q: 3 clusters Score -2.185337e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -21853380.000000 Penalty: 5976.587402
	Iteration 44Q: 3 clusters Score -2.185338e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -21853352.000000 Penalty: 5976.587402
	Iteration 45Q: 3 clusters Score -2.185335e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -21853372.000000 Penalty: 5976.587402
	Iteration 46Q: 3 clusters Score -2.185337e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -21853358.000000 Penalty: 5976.587402
	Iteration 47Q: 3 clusters Score -2.185336e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -21853366.000000 Penalty: 5976.587402
	Iteration 48Q: 3 clusters Score -2.185337e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -21853370.000000 Penalty: 5976.587402
	Iteration 49Q: 3 clusters Score -2.185337e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -21853362.000000 Penalty: 5976.587402
	Iteration 50Q: 3 clusters Score -2.185336e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -21853382.000000 Penalty: 5976.587402
	Iteration 51Q: 3 clusters Score -2.185338e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -21853358.000000 Penalty: 5976.587402
	Iteration 52Q: 3 clusters Score -2.185336e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -21853370.000000 Penalty: 5976.587402
	Iteration 53Q: 3 clusters Score -2.185337e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -21853404.000000 Penalty: 5976.587402
	Iteration 54Q: 3 clusters Score -2.18534e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -21853460.000000 Penalty: 5976.587402
	Iteration 55Q: 3 clusters Score -2.185346e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -21853442.000000 Penalty: 5976.587402
	Iteration 56Q: 3 clusters Score -2.185344e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79818 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -21853432.000000 Penalty: 5976.587402
	Iteration 57Q: 3 clusters Score -2.185343e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -21853408.000000 Penalty: 5976.587402
	Iteration 58Q: 3 clusters Score -2.185341e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -21853432.000000 Penalty: 5976.587402
	Iteration 59Q: 3 clusters Score -2.185343e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -21853416.000000 Penalty: 5976.587402
	Iteration 60F: 3 clusters Score -2.185342e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -21853346.000000 Penalty: 5976.587402
	Iteration 61Q: 3 clusters Score -2.185335e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -21853390.000000 Penalty: 5976.587402
	Iteration 62Q: 3 clusters Score -2.185339e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -21853468.000000 Penalty: 5976.587402
	Iteration 63Q: 3 clusters Score -2.185347e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -21853474.000000 Penalty: 5976.587402
	Iteration 64Q: 3 clusters Score -2.185347e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -21853462.000000 Penalty: 5976.587402
	Iteration 65Q: 3 clusters Score -2.185346e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -21853470.000000 Penalty: 5976.587402
	Iteration 66Q: 3 clusters Score -2.185347e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -21853424.000000 Penalty: 5976.587402
	Iteration 67Q: 3 clusters Score -2.185342e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -21853418.000000 Penalty: 5976.587402
	Iteration 68Q: 3 clusters Score -2.185342e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -21853402.000000 Penalty: 5976.587402
	Iteration 69Q: 3 clusters Score -2.18534e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -21853438.000000 Penalty: 5976.587402
	Iteration 70Q: 3 clusters Score -2.185344e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -21853454.000000 Penalty: 5976.587402
	Iteration 71Q: 3 clusters Score -2.185345e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -21853464.000000 Penalty: 5976.587402
	Iteration 72Q: 3 clusters Score -2.185346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -21853480.000000 Penalty: 5976.587402
	Iteration 73Q: 3 clusters Score -2.185348e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -21853508.000000 Penalty: 5976.587402
	Iteration 74Q: 3 clusters Score -2.185351e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -21853550.000000 Penalty: 5976.587402
	Iteration 75Q: 3 clusters Score -2.185355e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -21853548.000000 Penalty: 5976.587402
	Iteration 76Q: 3 clusters Score -2.185355e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -21853516.000000 Penalty: 5976.587402
	Iteration 77Q: 3 clusters Score -2.185352e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -21853506.000000 Penalty: 5976.587402
	Iteration 78Q: 3 clusters Score -2.185351e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -21853522.000000 Penalty: 5976.587402
	Iteration 79Q: 3 clusters Score -2.185352e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -21853474.000000 Penalty: 5976.587402
	Iteration 80F: 3 clusters Score -2.185347e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -21853470.000000 Penalty: 5976.587402
	Iteration 81Q: 3 clusters Score -2.185347e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -21853452.000000 Penalty: 5976.587402
	Iteration 82Q: 3 clusters Score -2.185345e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -21853436.000000 Penalty: 5976.587402
	Iteration 83Q: 3 clusters Score -2.185344e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -21853464.000000 Penalty: 5976.587402
	Iteration 84Q: 3 clusters Score -2.185346e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -21853478.000000 Penalty: 5976.587402
	Iteration 85Q: 3 clusters Score -2.185348e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -21853456.000000 Penalty: 5976.587402
	Iteration 86Q: 3 clusters Score -2.185346e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -21853452.000000 Penalty: 5976.587402
	Iteration 87Q: 3 clusters Score -2.185345e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -21853482.000000 Penalty: 5976.587402
	Iteration 88Q: 3 clusters Score -2.185348e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -21853518.000000 Penalty: 5976.587402
	Iteration 89Q: 3 clusters Score -2.185352e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -21853506.000000 Penalty: 5976.587402
	Iteration 90Q: 3 clusters Score -2.185351e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -21853526.000000 Penalty: 5976.587402
	Iteration 91Q: 3 clusters Score -2.185353e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -21853540.000000 Penalty: 5976.587402
	Iteration 92Q: 3 clusters Score -2.185354e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -21853490.000000 Penalty: 5976.587402
	Iteration 93Q: 3 clusters Score -2.185349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -21853474.000000 Penalty: 5976.587402
	Iteration 94Q: 3 clusters Score -2.185347e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -21853470.000000 Penalty: 5976.587402
	Iteration 95Q: 3 clusters Score -2.185347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -21853450.000000 Penalty: 5976.587402
	Iteration 96Q: 3 clusters Score -2.185345e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -21853420.000000 Penalty: 5976.587402
	Iteration 97Q: 3 clusters Score -2.185342e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -21853418.000000 Penalty: 5976.587402
	Iteration 98Q: 3 clusters Score -2.185342e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -21853416.000000 Penalty: 5976.587402
	Iteration 99Q: 3 clusters Score -2.185342e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -21853424.000000 Penalty: 5976.587402
	Iteration 100F: 3 clusters Score -2.185342e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -21853414.000000 Penalty: 5976.587402
	Iteration 101Q: 3 clusters Score -2.185341e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -21853426.000000 Penalty: 5976.587402
	Iteration 102Q: 3 clusters Score -2.185343e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 96411 members 
Entering Unmasked Estep 
Score: -21853450.000000 Penalty: 5976.587402
	Iteration 103Q: 3 clusters Score -2.185345e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -21853418.000000 Penalty: 5976.587402
	Iteration 104Q: 3 clusters Score -2.185342e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -21853446.000000 Penalty: 5976.587402
	Iteration 105Q: 3 clusters Score -2.185345e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -21853450.000000 Penalty: 5976.587402
	Iteration 106Q: 3 clusters Score -2.185345e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -21853428.000000 Penalty: 5976.587402
	Iteration 107Q: 3 clusters Score -2.185343e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -21853478.000000 Penalty: 5976.587402
	Iteration 108Q: 3 clusters Score -2.185348e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -21853478.000000 Penalty: 5976.587402
	Iteration 109Q: 3 clusters Score -2.185348e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -21853478.000000 Penalty: 5976.587402
	Iteration 110Q: 3 clusters Score -2.185348e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 97395 members 
Entering Unmasked Estep 
Score: -21853486.000000 Penalty: 5976.587402
	Iteration 111Q: 3 clusters Score -2.185349e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -21853470.000000 Penalty: 5976.587402
	Iteration 112Q: 3 clusters Score -2.185347e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -21853468.000000 Penalty: 5976.587402
	Iteration 113Q: 3 clusters Score -2.185347e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -21853468.000000 Penalty: 5976.587402
	Iteration 114Q: 3 clusters Score -2.185347e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -21853476.000000 Penalty: 5976.587402
	Iteration 115Q: 3 clusters Score -2.185348e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -21853514.000000 Penalty: 5976.587402
	Iteration 116Q: 3 clusters Score -2.185351e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -21853508.000000 Penalty: 5976.587402
	Iteration 117Q: 3 clusters Score -2.185351e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -21853496.000000 Penalty: 5976.587402
	Iteration 118Q: 3 clusters Score -2.18535e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -21853532.000000 Penalty: 5976.587402
	Iteration 119Q: 3 clusters Score -2.185353e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -21853510.000000 Penalty: 5976.587402
	Iteration 120F: 3 clusters Score -2.185351e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -21853470.000000 Penalty: 5976.587402
	Iteration 121Q: 3 clusters Score -2.185347e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -21853480.000000 Penalty: 5976.587402
	Iteration 122Q: 3 clusters Score -2.185348e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -21853518.000000 Penalty: 5976.587402
	Iteration 123Q: 3 clusters Score -2.185352e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -21853546.000000 Penalty: 5976.587402
	Iteration 124Q: 3 clusters Score -2.185355e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -21853556.000000 Penalty: 5976.587402
	Iteration 125Q: 3 clusters Score -2.185356e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -21853570.000000 Penalty: 5976.587402
	Iteration 126Q: 3 clusters Score -2.185357e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -21853588.000000 Penalty: 5976.587402
	Iteration 127Q: 3 clusters Score -2.185359e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71364 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -21853572.000000 Penalty: 5976.587402
	Iteration 128Q: 3 clusters Score -2.185357e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -21853584.000000 Penalty: 5976.587402
	Iteration 129Q: 3 clusters Score -2.185358e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -21853562.000000 Penalty: 5976.587402
	Iteration 130Q: 3 clusters Score -2.185356e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -21853534.000000 Penalty: 5976.587402
	Iteration 131Q: 3 clusters Score -2.185353e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -21853538.000000 Penalty: 5976.587402
	Iteration 132Q: 3 clusters Score -2.185354e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -21853556.000000 Penalty: 5976.587402
	Iteration 133Q: 3 clusters Score -2.185356e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -21853578.000000 Penalty: 5976.587402
	Iteration 134Q: 3 clusters Score -2.185358e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 100757 members 
Entering Unmasked Estep 
Score: -21853586.000000 Penalty: 5976.587402
	Iteration 135Q: 3 clusters Score -2.185359e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -21853606.000000 Penalty: 5976.587402
	Iteration 136Q: 3 clusters Score -2.185361e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
Score: -21853616.000000 Penalty: 5976.587402
	Iteration 137Q: 3 clusters Score -2.185362e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -21853576.000000 Penalty: 5976.587402
	Iteration 138Q: 3 clusters Score -2.185358e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 101471 members 
Entering Unmasked Estep 
Score: -21853542.000000 Penalty: 5976.587402
	Iteration 139Q: 3 clusters Score -2.185354e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -21853560.000000 Penalty: 5976.587402
	Iteration 140F: 3 clusters Score -2.185356e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -21853592.000000 Penalty: 5976.587402
	Iteration 141Q: 3 clusters Score -2.185359e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -21853608.000000 Penalty: 5976.587402
	Iteration 142Q: 3 clusters Score -2.185361e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 101963 members 
Entering Unmasked Estep 
Score: -21853584.000000 Penalty: 5976.587402
	Iteration 143Q: 3 clusters Score -2.185358e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -21853572.000000 Penalty: 5976.587402
	Iteration 144Q: 3 clusters Score -2.185357e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -21853576.000000 Penalty: 5976.587402
	Iteration 145Q: 3 clusters Score -2.185358e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -21853612.000000 Penalty: 5976.587402
	Iteration 146Q: 3 clusters Score -2.185361e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -21853596.000000 Penalty: 5976.587402
	Iteration 147Q: 3 clusters Score -2.18536e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -21853584.000000 Penalty: 5976.587402
	Iteration 148Q: 3 clusters Score -2.185358e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -21853586.000000 Penalty: 5976.587402
	Iteration 149Q: 3 clusters Score -2.185359e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -21853580.000000 Penalty: 5976.587402
	Iteration 150Q: 3 clusters Score -2.185358e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 103085 members 
Entering Unmasked Estep 
Score: -21853578.000000 Penalty: 5976.587402
	Iteration 151Q: 3 clusters Score -2.185358e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -21853606.000000 Penalty: 5976.587402
	Iteration 152Q: 3 clusters Score -2.185361e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -21853600.000000 Penalty: 5976.587402
	Iteration 153Q: 3 clusters Score -2.18536e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -21853626.000000 Penalty: 5976.587402
	Iteration 154Q: 3 clusters Score -2.185363e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -21853630.000000 Penalty: 5976.587402
	Iteration 155Q: 3 clusters Score -2.185363e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 103883 members 
Entering Unmasked Estep 
Score: -21853646.000000 Penalty: 5976.587402
	Iteration 156Q: 3 clusters Score -2.185365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -21853618.000000 Penalty: 5976.587402
	Iteration 157Q: 3 clusters Score -2.185362e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -21853634.000000 Penalty: 5976.587402
	Iteration 158Q: 3 clusters Score -2.185363e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -21853652.000000 Penalty: 5976.587402
	Iteration 159Q: 3 clusters Score -2.185365e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -21853684.000000 Penalty: 5976.587402
	Iteration 160F: 3 clusters Score -2.185368e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -21853658.000000 Penalty: 5976.587402
	Iteration 161Q: 3 clusters Score -2.185366e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -21853640.000000 Penalty: 5976.587402
	Iteration 162Q: 3 clusters Score -2.185364e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -21853692.000000 Penalty: 5976.587402
	Iteration 163Q: 3 clusters Score -2.185369e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -21853684.000000 Penalty: 5976.587402
	Iteration 164Q: 3 clusters Score -2.185368e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -21853664.000000 Penalty: 5976.587402
	Iteration 165Q: 3 clusters Score -2.185366e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -21853672.000000 Penalty: 5976.587402
	Iteration 166Q: 3 clusters Score -2.185367e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -21853696.000000 Penalty: 5976.587402
	Iteration 167Q: 3 clusters Score -2.18537e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -21853692.000000 Penalty: 5976.587402
	Iteration 168Q: 3 clusters Score -2.185369e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 105763 members 
Entering Unmasked Estep 
Score: -21853710.000000 Penalty: 5976.587402
	Iteration 169Q: 3 clusters Score -2.185371e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -21853650.000000 Penalty: 5976.587402
	Iteration 170Q: 3 clusters Score -2.185365e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -21853696.000000 Penalty: 5976.587402
	Iteration 171Q: 3 clusters Score -2.18537e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64869 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -21853718.000000 Penalty: 5976.587402
	Iteration 172Q: 3 clusters Score -2.185372e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -21853772.000000 Penalty: 5976.587402
	Iteration 173Q: 3 clusters Score -2.185377e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -21853742.000000 Penalty: 5976.587402
	Iteration 174Q: 3 clusters Score -2.185374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 106585 members 
Entering Unmasked Estep 
Score: -21853748.000000 Penalty: 5976.587402
	Iteration 175Q: 3 clusters Score -2.185375e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -21853744.000000 Penalty: 5976.587402
	Iteration 176Q: 3 clusters Score -2.185374e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -21853808.000000 Penalty: 5976.587402
	Iteration 177Q: 3 clusters Score -2.185381e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -21853834.000000 Penalty: 5976.587402
	Iteration 178Q: 3 clusters Score -2.185383e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -21853842.000000 Penalty: 5976.587402
	Iteration 179Q: 3 clusters Score -2.185384e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -21853838.000000 Penalty: 5976.587402
	Iteration 180F: 3 clusters Score -2.185384e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 107391 members 
Entering Unmasked Estep 
Score: -21853824.000000 Penalty: 5976.587402
	Iteration 181Q: 3 clusters Score -2.185382e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 107530 members 
Entering Unmasked Estep 
Score: -21853828.000000 Penalty: 5976.587402
	Iteration 182Q: 3 clusters Score -2.185383e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -21853872.000000 Penalty: 5976.587402
	Iteration 183Q: 3 clusters Score -2.185387e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -21853884.000000 Penalty: 5976.587402
	Iteration 184Q: 3 clusters Score -2.185388e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 107944 members 
Entering Unmasked Estep 
Score: -21853834.000000 Penalty: 5976.587402
	Iteration 185Q: 3 clusters Score -2.185383e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -21853834.000000 Penalty: 5976.587402
	Iteration 186Q: 3 clusters Score -2.185383e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -21853882.000000 Penalty: 5976.587402
	Iteration 187Q: 3 clusters Score -2.185388e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -21853872.000000 Penalty: 5976.587402
	Iteration 188Q: 3 clusters Score -2.185387e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -21853862.000000 Penalty: 5976.587402
	Iteration 189Q: 3 clusters Score -2.185386e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -21853882.000000 Penalty: 5976.587402
	Iteration 190Q: 3 clusters Score -2.185388e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -21853898.000000 Penalty: 5976.587402
	Iteration 191Q: 3 clusters Score -2.18539e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 108838 members 
Entering Unmasked Estep 
Score: -21853932.000000 Penalty: 5976.587402
	Iteration 192Q: 3 clusters Score -2.185393e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -21853926.000000 Penalty: 5976.587402
	Iteration 193Q: 3 clusters Score -2.185393e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -21853942.000000 Penalty: 5976.587402
	Iteration 194Q: 3 clusters Score -2.185394e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 109197 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5976.587402
	Iteration 195Q: 3 clusters Score -2.185397e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -21853986.000000 Penalty: 5976.587402
	Iteration 196Q: 3 clusters Score -2.185399e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 109444 members 
Entering Unmasked Estep 
Score: -21853924.000000 Penalty: 5976.587402
	Iteration 197Q: 3 clusters Score -2.185392e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 109549 members 
Entering Unmasked Estep 
Score: -21853938.000000 Penalty: 5976.587402
	Iteration 198Q: 3 clusters Score -2.185394e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 109659 members 
Entering Unmasked Estep 
Score: -21853934.000000 Penalty: 5976.587402
	Iteration 199Q: 3 clusters Score -2.185393e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 109770 members 
Entering Unmasked Estep 
Score: -21853950.000000 Penalty: 5976.587402
	Iteration 200F: 3 clusters Score -2.185395e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -21853956.000000 Penalty: 5976.587402
	Iteration 201Q: 3 clusters Score -2.185396e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -21853944.000000 Penalty: 5976.587402
	Iteration 202Q: 3 clusters Score -2.185394e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 110161 members 
Entering Unmasked Estep 
Score: -21853936.000000 Penalty: 5976.587402
	Iteration 203Q: 3 clusters Score -2.185394e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 110276 members 
Entering Unmasked Estep 
Score: -21853958.000000 Penalty: 5976.587402
	Iteration 204Q: 3 clusters Score -2.185396e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -21853964.000000 Penalty: 5976.587402
	Iteration 205Q: 3 clusters Score -2.185396e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -21853982.000000 Penalty: 5976.587402
	Iteration 206Q: 3 clusters Score -2.185398e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -21853974.000000 Penalty: 5976.587402
	Iteration 207Q: 3 clusters Score -2.185397e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -21853966.000000 Penalty: 5976.587402
	Iteration 208Q: 3 clusters Score -2.185397e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -21853920.000000 Penalty: 5976.587402
	Iteration 209Q: 3 clusters Score -2.185392e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 111057 members 
Entering Unmasked Estep 
Score: -21853942.000000 Penalty: 5976.587402
	Iteration 210Q: 3 clusters Score -2.185394e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5976.587402
	Iteration 211Q: 3 clusters Score -2.185397e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 111362 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5976.587402
	Iteration 212Q: 3 clusters Score -2.185397e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -21853996.000000 Penalty: 5976.587402
	Iteration 213Q: 3 clusters Score -2.1854e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -21853924.000000 Penalty: 5976.587402
	Iteration 214Q: 3 clusters Score -2.185392e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 111942 members 
Entering Unmasked Estep 
Score: -21853974.000000 Penalty: 5976.587402
	Iteration 215Q: 3 clusters Score -2.185397e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -21853936.000000 Penalty: 5976.587402
	Iteration 216Q: 3 clusters Score -2.185394e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -21853938.000000 Penalty: 5976.587402
	Iteration 217Q: 3 clusters Score -2.185394e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -21853982.000000 Penalty: 5976.587402
	Iteration 218Q: 3 clusters Score -2.185398e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -21853990.000000 Penalty: 5976.587402
	Iteration 219Q: 3 clusters Score -2.185399e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -21854000.000000 Penalty: 5976.587402
	Iteration 220F: 3 clusters Score -2.1854e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -21854002.000000 Penalty: 5976.587402
	Iteration 221Q: 3 clusters Score -2.1854e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 113146 members 
Entering Unmasked Estep 
Score: -21853998.000000 Penalty: 5976.587402
	Iteration 222Q: 3 clusters Score -2.1854e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -21853968.000000 Penalty: 5976.587402
	Iteration 223Q: 3 clusters Score -2.185397e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -21853962.000000 Penalty: 5976.587402
	Iteration 224Q: 3 clusters Score -2.185396e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -21853988.000000 Penalty: 5976.587402
	Iteration 225Q: 3 clusters Score -2.185399e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -21853982.000000 Penalty: 5976.587402
	Iteration 226Q: 3 clusters Score -2.185398e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 113926 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5976.587402
	Iteration 227Q: 3 clusters Score -2.185396e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 114069 members 
Entering Unmasked Estep 
Score: -21853934.000000 Penalty: 5976.587402
	Iteration 228Q: 3 clusters Score -2.185393e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5976.587402
	Iteration 229Q: 3 clusters Score -2.185396e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -21853948.000000 Penalty: 5976.587402
	Iteration 230Q: 3 clusters Score -2.185395e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -21853938.000000 Penalty: 5976.587402
	Iteration 231Q: 3 clusters Score -2.185394e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -21853936.000000 Penalty: 5976.587402
	Iteration 232Q: 3 clusters Score -2.185394e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 114720 members 
Entering Unmasked Estep 
Score: -21853936.000000 Penalty: 5976.587402
	Iteration 233Q: 3 clusters Score -2.185394e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -21853918.000000 Penalty: 5976.587402
	Iteration 234Q: 3 clusters Score -2.185392e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -21853846.000000 Penalty: 5976.587402
	Iteration 235Q: 3 clusters Score -2.185385e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -21853868.000000 Penalty: 5976.587402
	Iteration 236Q: 3 clusters Score -2.185387e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -21853902.000000 Penalty: 5976.587402
	Iteration 237Q: 3 clusters Score -2.18539e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -21853910.000000 Penalty: 5976.587402
	Iteration 238Q: 3 clusters Score -2.185391e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -21853908.000000 Penalty: 5976.587402
	Iteration 239Q: 3 clusters Score -2.185391e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -21853890.000000 Penalty: 5976.587402
	Iteration 240F: 3 clusters Score -2.185389e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
Score: -21853886.000000 Penalty: 5976.587402
	Iteration 241Q: 3 clusters Score -2.185389e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 115857 members 
Entering Unmasked Estep 
Score: -21853892.000000 Penalty: 5976.587402
	Iteration 242Q: 3 clusters Score -2.185389e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 115996 members 
Entering Unmasked Estep 
Score: -21853924.000000 Penalty: 5976.587402
	Iteration 243Q: 3 clusters Score -2.185392e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 116125 members 
Entering Unmasked Estep 
Score: -21853950.000000 Penalty: 5976.587402
	Iteration 244Q: 3 clusters Score -2.185395e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 116245 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5976.587402
	Iteration 245Q: 3 clusters Score -2.185397e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 116382 members 
Entering Unmasked Estep 
Score: -21853948.000000 Penalty: 5976.587402
	Iteration 246Q: 3 clusters Score -2.185395e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -21853924.000000 Penalty: 5976.587402
	Iteration 247Q: 3 clusters Score -2.185392e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
Score: -21853940.000000 Penalty: 5976.587402
	Iteration 248Q: 3 clusters Score -2.185394e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -21853922.000000 Penalty: 5976.587402
	Iteration 249Q: 3 clusters Score -2.185392e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -21853922.000000 Penalty: 5976.587402
	Iteration 250Q: 3 clusters Score -2.185392e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 117182 members 
Entering Unmasked Estep 
Score: -21853894.000000 Penalty: 5976.587402
	Iteration 251Q: 3 clusters Score -2.185389e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 117350 members 
Entering Unmasked Estep 
Score: -21853902.000000 Penalty: 5976.587402
	Iteration 252Q: 3 clusters Score -2.18539e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -21853910.000000 Penalty: 5976.587402
	Iteration 253Q: 3 clusters Score -2.185391e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 117694 members 
Entering Unmasked Estep 
Score: -21853962.000000 Penalty: 5976.587402
	Iteration 254Q: 3 clusters Score -2.185396e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 117875 members 
Entering Unmasked Estep 
Score: -21853968.000000 Penalty: 5976.587402
	Iteration 255Q: 3 clusters Score -2.185397e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -21853962.000000 Penalty: 5976.587402
	Iteration 256Q: 3 clusters Score -2.185396e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -21853936.000000 Penalty: 5976.587402
	Iteration 257Q: 3 clusters Score -2.185394e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -21853930.000000 Penalty: 5976.587402
	Iteration 258Q: 3 clusters Score -2.185393e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 118750 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5976.587402
	Iteration 259Q: 3 clusters Score -2.185396e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -21853928.000000 Penalty: 5976.587402
	Iteration 260F: 3 clusters Score -2.185393e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 119266 members 
Entering Unmasked Estep 
Score: -21853928.000000 Penalty: 5976.587402
	Iteration 261Q: 3 clusters Score -2.185393e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 119524 members 
Entering Unmasked Estep 
Score: -21853894.000000 Penalty: 5976.587402
	Iteration 262Q: 3 clusters Score -2.185389e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -21853916.000000 Penalty: 5976.587402
	Iteration 263Q: 3 clusters Score -2.185392e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -21853938.000000 Penalty: 5976.587402
	Iteration 264Q: 3 clusters Score -2.185394e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 120353 members 
Entering Unmasked Estep 
Score: -21853900.000000 Penalty: 5976.587402
	Iteration 265Q: 3 clusters Score -2.18539e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 120697 members 
Entering Unmasked Estep 
Score: -21853938.000000 Penalty: 5976.587402
	Iteration 266Q: 3 clusters Score -2.185394e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5976.587402
	Iteration 267Q: 3 clusters Score -2.185397e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -21853966.000000 Penalty: 5976.587402
	Iteration 268Q: 3 clusters Score -2.185397e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 121741 members 
Entering Unmasked Estep 
Score: -21854060.000000 Penalty: 5976.587402
	Iteration 269Q: 3 clusters Score -2.185406e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 122135 members 
Entering Unmasked Estep 
Score: -21854146.000000 Penalty: 5976.587402
	Iteration 270Q: 3 clusters Score -2.185415e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 122540 members 
Entering Unmasked Estep 
Score: -21854204.000000 Penalty: 5976.587402
	Iteration 271Q: 3 clusters Score -2.18542e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 122966 members 
Entering Unmasked Estep 
Score: -21854262.000000 Penalty: 5976.587402
	Iteration 272Q: 3 clusters Score -2.185426e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -21854308.000000 Penalty: 5976.587402
	Iteration 273Q: 3 clusters Score -2.185431e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 123846 members 
Entering Unmasked Estep 
Score: -21854312.000000 Penalty: 5976.587402
	Iteration 274Q: 3 clusters Score -2.185431e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -21854320.000000 Penalty: 5976.587402
	Iteration 275Q: 3 clusters Score -2.185432e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -21854396.000000 Penalty: 5976.587402
	Iteration 276Q: 3 clusters Score -2.18544e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 125149 members 
Entering Unmasked Estep 
Score: -21854456.000000 Penalty: 5976.587402
	Iteration 277Q: 3 clusters Score -2.185446e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -21854574.000000 Penalty: 5976.587402
	Iteration 278Q: 3 clusters Score -2.185457e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -21854640.000000 Penalty: 5976.587402
	Iteration 279Q: 3 clusters Score -2.185464e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 126717 members 
Entering Unmasked Estep 
Score: -21854640.000000 Penalty: 5976.587402
	Iteration 280F: 3 clusters Score -2.185464e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 127277 members 
Entering Unmasked Estep 
Score: -21854664.000000 Penalty: 5976.587402
	Iteration 281Q: 3 clusters Score -2.185466e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -21854710.000000 Penalty: 5976.587402
	Iteration 282Q: 3 clusters Score -2.185471e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 128412 members 
Entering Unmasked Estep 
Score: -21854756.000000 Penalty: 5976.587402
	Iteration 283Q: 3 clusters Score -2.185476e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -21854808.000000 Penalty: 5976.587402
	Iteration 284Q: 3 clusters Score -2.185481e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 129602 members 
Entering Unmasked Estep 
Score: -21854862.000000 Penalty: 5976.587402
	Iteration 285Q: 3 clusters Score -2.185486e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 130232 members 
Entering Unmasked Estep 
Score: -21854976.000000 Penalty: 5976.587402
	Iteration 286Q: 3 clusters Score -2.185498e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -21855058.000000 Penalty: 5976.587402
	Iteration 287Q: 3 clusters Score -2.185506e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 131559 members 
Entering Unmasked Estep 
Score: -21854992.000000 Penalty: 5976.587402
	Iteration 288Q: 3 clusters Score -2.185499e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 132274 members 
Entering Unmasked Estep 
Score: -21855092.000000 Penalty: 5976.587402
	Iteration 289Q: 3 clusters Score -2.185509e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 133022 members 
Entering Unmasked Estep 
Score: -21855220.000000 Penalty: 5976.587402
	Iteration 290Q: 3 clusters Score -2.185522e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -21855358.000000 Penalty: 5976.587402
	Iteration 291Q: 3 clusters Score -2.185536e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 134661 members 
Entering Unmasked Estep 
Score: -21855510.000000 Penalty: 5976.587402
	Iteration 292Q: 3 clusters Score -2.185551e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -21855692.000000 Penalty: 5976.587402
	Iteration 293Q: 3 clusters Score -2.185569e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 136347 members 
Entering Unmasked Estep 
Score: -21855854.000000 Penalty: 5976.587402
	Iteration 294Q: 3 clusters Score -2.185585e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -21855972.000000 Penalty: 5976.587402
	Iteration 295Q: 3 clusters Score -2.185597e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -21856104.000000 Penalty: 5976.587402
	Iteration 296Q: 3 clusters Score -2.18561e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 139210 members 
Entering Unmasked Estep 
Score: -21856150.000000 Penalty: 5976.587402
	Iteration 297Q: 3 clusters Score -2.185615e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -21856378.000000 Penalty: 5976.587402
	Iteration 298Q: 3 clusters Score -2.185638e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -21856534.000000 Penalty: 5976.587402
	Iteration 299Q: 3 clusters Score -2.185653e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -21856694.000000 Penalty: 5976.587402
	Iteration 300F: 3 clusters Score -2.185669e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 143528 members 
Entering Unmasked Estep 
Score: -21856878.000000 Penalty: 5976.587402
	Iteration 301Q: 3 clusters Score -2.185688e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -21857164.000000 Penalty: 5976.587402
	Iteration 302Q: 3 clusters Score -2.185716e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 146161 members 
Entering Unmasked Estep 
Score: -21857440.000000 Penalty: 5976.587402
	Iteration 303Q: 3 clusters Score -2.185744e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -21857788.000000 Penalty: 5976.587402
	Iteration 304Q: 3 clusters Score -2.185779e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -21858216.000000 Penalty: 5976.587402
	Iteration 305Q: 3 clusters Score -2.185822e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -21858560.000000 Penalty: 5976.587402
	Iteration 306Q: 3 clusters Score -2.185856e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -21858948.000000 Penalty: 5976.587402
	Iteration 307Q: 3 clusters Score -2.185895e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -21859430.000000 Penalty: 5976.587402
	Iteration 308Q: 3 clusters Score -2.185943e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -21859876.000000 Penalty: 5976.587402
	Iteration 309Q: 3 clusters Score -2.185988e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -21860496.000000 Penalty: 5976.587402
	Iteration 310Q: 3 clusters Score -2.18605e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 158371 members 
Entering Unmasked Estep 
Score: -21861060.000000 Penalty: 5976.587402
	Iteration 311Q: 3 clusters Score -2.186106e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 159964 members 
Entering Unmasked Estep 
Score: -21861546.000000 Penalty: 5976.587402
	Iteration 312Q: 3 clusters Score -2.186155e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -21862092.000000 Penalty: 5976.587402
	Iteration 313Q: 3 clusters Score -2.186209e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21862648.000000 Penalty: 5976.587402
	Iteration 314Q: 3 clusters Score -2.186265e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -21863116.000000 Penalty: 5976.587402
	Iteration 315Q: 3 clusters Score -2.186312e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -21863482.000000 Penalty: 5976.587402
	Iteration 316Q: 3 clusters Score -2.186348e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 166118 members 
Entering Unmasked Estep 
Score: -21863718.000000 Penalty: 5976.587402
	Iteration 317Q: 3 clusters Score -2.186372e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 166792 members 
Entering Unmasked Estep 
Score: -21863858.000000 Penalty: 5976.587402
	Iteration 318Q: 3 clusters Score -2.186386e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -21863916.000000 Penalty: 5976.587402
	Iteration 319Q: 3 clusters Score -2.186392e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -21864046.000000 Penalty: 5976.587402
	Iteration 320F: 3 clusters Score -2.186405e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -21864084.000000 Penalty: 5976.587402
	Iteration 321Q: 3 clusters Score -2.186408e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -21864244.000000 Penalty: 5976.587402
	Iteration 322Q: 3 clusters Score -2.186424e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 168655 members 
Entering Unmasked Estep 
Score: -21864358.000000 Penalty: 5976.587402
	Iteration 323Q: 3 clusters Score -2.186436e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -21864408.000000 Penalty: 5976.587402
	Iteration 324Q: 3 clusters Score -2.186441e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -21864374.000000 Penalty: 5976.587402
	Iteration 325Q: 3 clusters Score -2.186437e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -21864424.000000 Penalty: 5976.587402
	Iteration 326Q: 3 clusters Score -2.186442e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -21864484.000000 Penalty: 5976.587402
	Iteration 327Q: 3 clusters Score -2.186448e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -21864508.000000 Penalty: 5976.587402
	Iteration 328Q: 3 clusters Score -2.186451e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -21864540.000000 Penalty: 5976.587402
	Iteration 329Q: 3 clusters Score -2.186454e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -21864554.000000 Penalty: 5976.587402
	Iteration 330Q: 3 clusters Score -2.186455e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 169475 members 
Entering Unmasked Estep 
Score: -21864548.000000 Penalty: 5976.587402
	Iteration 331Q: 3 clusters Score -2.186455e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -21864542.000000 Penalty: 5976.587402
	Iteration 332Q: 3 clusters Score -2.186454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 169549 members 
Entering Unmasked Estep 
Score: -21864566.000000 Penalty: 5976.587402
	Iteration 333Q: 3 clusters Score -2.186457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -21864560.000000 Penalty: 5976.587402
	Iteration 334Q: 3 clusters Score -2.186456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -21864588.000000 Penalty: 5976.587402
	Iteration 335Q: 3 clusters Score -2.186459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 169618 members 
Entering Unmasked Estep 
Score: -21864590.000000 Penalty: 5976.587402
	Iteration 336Q: 3 clusters Score -2.186459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -21864592.000000 Penalty: 5976.587402
	Iteration 337Q: 3 clusters Score -2.186459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -21864616.000000 Penalty: 5976.587402
	Iteration 338Q: 3 clusters Score -2.186462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 169662 members 
Entering Unmasked Estep 
Score: -21864618.000000 Penalty: 5976.587402
	Iteration 339Q: 3 clusters Score -2.186462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 169682 members 
Entering Unmasked Estep 
Score: -21864618.000000 Penalty: 5976.587402
	Iteration 340F: 3 clusters Score -2.186462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 169699 members 
Entering Unmasked Estep 
Score: -21864620.000000 Penalty: 5976.587402
	Iteration 341Q: 3 clusters Score -2.186462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 169716 members 
Entering Unmasked Estep 
Score: -21864638.000000 Penalty: 5976.587402
	Iteration 342Q: 3 clusters Score -2.186464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 169724 members 
Entering Unmasked Estep 
Score: -21864634.000000 Penalty: 5976.587402
	Iteration 343Q: 3 clusters Score -2.186463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 169728 members 
Entering Unmasked Estep 
Score: -21864624.000000 Penalty: 5976.587402
	Iteration 344Q: 3 clusters Score -2.186462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 169728 members 
Entering Unmasked Estep 
Score: -21864650.000000 Penalty: 5976.587402
	Iteration 345Q: 3 clusters Score -2.186465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -21864642.000000 Penalty: 5976.587402
	Iteration 346Q: 3 clusters Score -2.186464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 169732 members 
Entering Unmasked Estep 
Score: -21864646.000000 Penalty: 5976.587402
	Iteration 347Q: 3 clusters Score -2.186465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 169735 members 
Entering Unmasked Estep 
Score: -21864630.000000 Penalty: 5976.587402
	Iteration 348Q: 3 clusters Score -2.186463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 169737 members 
Entering Unmasked Estep 
Score: -21864612.000000 Penalty: 5976.587402
	Iteration 349Q: 3 clusters Score -2.186461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -21864608.000000 Penalty: 5976.587402
	Iteration 350Q: 3 clusters Score -2.186461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -21864610.000000 Penalty: 5976.587402
	Iteration 351Q: 3 clusters Score -2.186461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 169758 members 
Entering Unmasked Estep 
Score: -21864620.000000 Penalty: 5976.587402
	Iteration 352Q: 3 clusters Score -2.186462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 169761 members 
Entering Unmasked Estep 
Score: -21864628.000000 Penalty: 5976.587402
	Iteration 353Q: 3 clusters Score -2.186463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 169765 members 
Entering Unmasked Estep 
Score: -21864634.000000 Penalty: 5976.587402
	Iteration 354Q: 3 clusters Score -2.186463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 169768 members 
Entering Unmasked Estep 
Score: -21864632.000000 Penalty: 5976.587402
	Iteration 355Q: 3 clusters Score -2.186463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -21864612.000000 Penalty: 5976.587402
	Iteration 356Q: 3 clusters Score -2.186461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -21864608.000000 Penalty: 5976.587402
	Iteration 357Q: 3 clusters Score -2.186461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -21864632.000000 Penalty: 5976.587402
	Iteration 358Q: 3 clusters Score -2.186463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 169786 members 
Entering Unmasked Estep 
Score: -21864620.000000 Penalty: 5976.587402
	Iteration 359Q: 3 clusters Score -2.186462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -21864624.000000 Penalty: 5976.587402
	Iteration 360F: 3 clusters Score -2.186462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Entering Unmasked Estep 
Score: -6006426.000000 Penalty: 2664.302734
	Iteration 0F: 2 clusters Score -6006426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -5975154.000000 Penalty: 5328.605469
	Iteration 0F: 3 clusters Score -5975154 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5987014.500000 Penalty: 5328.605469
	Iteration 1F: 3 clusters Score -5987014 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5987462.500000 Penalty: 5328.605469
	Iteration 2Q: 3 clusters Score -5987462 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5987882.000000 Penalty: 5328.605469
	Iteration 3Q: 3 clusters Score -5987882 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5988281.000000 Penalty: 5328.605469
	Iteration 4Q: 3 clusters Score -5988281 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -5988825.000000 Penalty: 5328.605469
	Iteration 5Q: 3 clusters Score -5988825 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -5989621.500000 Penalty: 5328.605469
	Iteration 6Q: 3 clusters Score -5989622 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -5990819.000000 Penalty: 5328.605469
	Iteration 7Q: 3 clusters Score -5990819 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -5992637.500000 Penalty: 5328.605469
	Iteration 8F: 3 clusters Score -5992638 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5995292.000000 Penalty: 5328.605469
	Iteration 9F: 3 clusters Score -5995292 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5998288.500000 Penalty: 5328.605469
	Iteration 10F: 3 clusters Score -5998288 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -6000721.500000 Penalty: 5328.605469
	Iteration 11F: 3 clusters Score -6000722 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -6002368.000000 Penalty: 5328.605469
	Iteration 12Q: 3 clusters Score -6002368 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -6003228.000000 Penalty: 5328.605469
	Iteration 13Q: 3 clusters Score -6003228 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6003702.000000 Penalty: 5328.605469
	Iteration 14Q: 3 clusters Score -6003702 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6003968.000000 Penalty: 5328.605469
	Iteration 15Q: 3 clusters Score -6003968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -6004138.500000 Penalty: 5328.605469
	Iteration 16Q: 3 clusters Score -6004138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -6004264.000000 Penalty: 5328.605469
	Iteration 17Q: 3 clusters Score -6004264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -6004349.000000 Penalty: 5328.605469
	Iteration 18Q: 3 clusters Score -6004349 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6004380.000000 Penalty: 5328.605469
	Iteration 19Q: 3 clusters Score -6004380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6004415.500000 Penalty: 5328.605469
	Iteration 20F: 3 clusters Score -6004416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -6004418.000000 Penalty: 5328.605469
	Iteration 21Q: 3 clusters Score -6004418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -6004417.000000 Penalty: 5328.605469
	Iteration 22Q: 3 clusters Score -6004417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6004433.000000 Penalty: 5328.605469
	Iteration 23Q: 3 clusters Score -6004433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6004434.000000 Penalty: 5328.605469
	Iteration 24Q: 3 clusters Score -6004434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -6004432.500000 Penalty: 5328.605469
	Iteration 25Q: 3 clusters Score -6004432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -6004435.500000 Penalty: 5328.605469
	Iteration 26Q: 3 clusters Score -6004436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -6004430.500000 Penalty: 5328.605469
	Iteration 27Q: 3 clusters Score -6004430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -6004435.500000 Penalty: 5328.605469
	Iteration 28Q: 3 clusters Score -6004436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6004442.500000 Penalty: 5328.605469
	Iteration 29Q: 3 clusters Score -6004442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6004446.500000 Penalty: 5328.605469
	Iteration 30Q: 3 clusters Score -6004446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6004446.000000 Penalty: 5328.605469
	Iteration 31Q: 3 clusters Score -6004446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6004455.500000 Penalty: 5328.605469
	Iteration 32Q: 3 clusters Score -6004456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6004452.500000 Penalty: 5328.605469
	Iteration 33Q: 3 clusters Score -6004452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6004450.000000 Penalty: 5328.605469
	Iteration 34Q: 3 clusters Score -6004450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -6004450.000000 Penalty: 5328.605469
	Iteration 35Q: 3 clusters Score -6004450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6004452.000000 Penalty: 5328.605469
	Iteration 36Q: 3 clusters Score -6004452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6004452.000000 Penalty: 5328.605469
	Iteration 37F: 3 clusters Score -6004452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Entering Unmasked Estep 
Score: -8743608.000000 Penalty: 2766.682861
	Iteration 0F: 2 clusters Score -8743608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -8696629.000000 Penalty: 5533.365723
	Iteration 0F: 3 clusters Score -8696629 nChanged 32904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -8715139.000000 Penalty: 5533.365723
	Iteration 1F: 3 clusters Score -8715139 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -8715621.000000 Penalty: 5533.365723
	Iteration 2Q: 3 clusters Score -8715621 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -8716076.000000 Penalty: 5533.365723
	Iteration 3Q: 3 clusters Score -8716076 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8716597.000000 Penalty: 5533.365723
	Iteration 4Q: 3 clusters Score -8716597 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -8717238.000000 Penalty: 5533.365723
	Iteration 5Q: 3 clusters Score -8717238 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8718090.000000 Penalty: 5533.365723
	Iteration 6Q: 3 clusters Score -8718090 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8719421.000000 Penalty: 5533.365723
	Iteration 7Q: 3 clusters Score -8719421 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -8721575.000000 Penalty: 5533.365723
	Iteration 8F: 3 clusters Score -8721575 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -8724832.000000 Penalty: 5533.365723
	Iteration 9F: 3 clusters Score -8724832 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -8728552.000000 Penalty: 5533.365723
	Iteration 10F: 3 clusters Score -8728552 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -8732380.000000 Penalty: 5533.365723
	Iteration 11F: 3 clusters Score -8732380 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 62494 members 
Entering Unmasked Estep 
Score: -8735553.000000 Penalty: 5533.365723
	Iteration 12Q: 3 clusters Score -8735553 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -8737762.000000 Penalty: 5533.365723
	Iteration 13Q: 3 clusters Score -8737762 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -8739126.000000 Penalty: 5533.365723
	Iteration 14Q: 3 clusters Score -8739126 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -8739889.000000 Penalty: 5533.365723
	Iteration 15Q: 3 clusters Score -8739889 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -8740304.000000 Penalty: 5533.365723
	Iteration 16Q: 3 clusters Score -8740304 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8740550.000000 Penalty: 5533.365723
	Iteration 17Q: 3 clusters Score -8740550 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -8740727.000000 Penalty: 5533.365723
	Iteration 18Q: 3 clusters Score -8740727 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -8740867.000000 Penalty: 5533.365723
	Iteration 19Q: 3 clusters Score -8740867 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -8740999.000000 Penalty: 5533.365723
	Iteration 20F: 3 clusters Score -8740999 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -8741072.000000 Penalty: 5533.365723
	Iteration 21Q: 3 clusters Score -8741072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -8741113.000000 Penalty: 5533.365723
	Iteration 22Q: 3 clusters Score -8741113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -8741147.000000 Penalty: 5533.365723
	Iteration 23Q: 3 clusters Score -8741147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -8741158.000000 Penalty: 5533.365723
	Iteration 24Q: 3 clusters Score -8741158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -8741184.000000 Penalty: 5533.365723
	Iteration 25Q: 3 clusters Score -8741184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -8741207.000000 Penalty: 5533.365723
	Iteration 26Q: 3 clusters Score -8741207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -8741216.000000 Penalty: 5533.365723
	Iteration 27Q: 3 clusters Score -8741216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -8741235.000000 Penalty: 5533.365723
	Iteration 28Q: 3 clusters Score -8741235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -8741241.000000 Penalty: 5533.365723
	Iteration 29Q: 3 clusters Score -8741241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -8741262.000000 Penalty: 5533.365723
	Iteration 30Q: 3 clusters Score -8741262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -8741290.000000 Penalty: 5533.365723
	Iteration 31Q: 3 clusters Score -8741290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -8741290.000000 Penalty: 5533.365723
	Iteration 32Q: 3 clusters Score -8741290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -8741296.000000 Penalty: 5533.365723
	Iteration 33Q: 3 clusters Score -8741296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -8741299.000000 Penalty: 5533.365723
	Iteration 34Q: 3 clusters Score -8741299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -8741307.000000 Penalty: 5533.365723
	Iteration 35Q: 3 clusters Score -8741307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -8741312.000000 Penalty: 5533.365723
	Iteration 36Q: 3 clusters Score -8741312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -8741311.000000 Penalty: 5533.365723
	Iteration 37Q: 3 clusters Score -8741311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -8741315.000000 Penalty: 5533.365723
	Iteration 38Q: 3 clusters Score -8741315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -8741315.000000 Penalty: 5533.365723
	Iteration 39Q: 3 clusters Score -8741315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -8741316.000000 Penalty: 5533.365723
	Iteration 40F: 3 clusters Score -8741316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -8741325.000000 Penalty: 5533.365723
	Iteration 41Q: 3 clusters Score -8741325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -8741317.000000 Penalty: 5533.365723
	Iteration 42Q: 3 clusters Score -8741317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -8741319.000000 Penalty: 5533.365723
	Iteration 43Q: 3 clusters Score -8741319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -8741319.000000 Penalty: 5533.365723
	Iteration 44F: 3 clusters Score -8741319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Entering Unmasked Estep 
Score: -457443.500000 Penalty: 2035.773438
	Iteration 0F: 2 clusters Score -457443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -453779.812500 Penalty: 4071.546875
	Iteration 0F: 3 clusters Score -453779.8 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -454642.000000 Penalty: 4071.546875
	Iteration 1F: 3 clusters Score -454642 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -454824.343750 Penalty: 4071.546875
	Iteration 2F: 3 clusters Score -454824.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -454921.000000 Penalty: 4071.546875
	Iteration 3Q: 3 clusters Score -454921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -454981.218750 Penalty: 4071.546875
	Iteration 4Q: 3 clusters Score -454981.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -455027.312500 Penalty: 4071.546875
	Iteration 5Q: 3 clusters Score -455027.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -455061.125000 Penalty: 4071.546875
	Iteration 6Q: 3 clusters Score -455061.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -455088.156250 Penalty: 4071.546875
	Iteration 7Q: 3 clusters Score -455088.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -455103.500000 Penalty: 4071.546875
	Iteration 8Q: 3 clusters Score -455103.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455125.406250 Penalty: 4071.546875
	Iteration 9Q: 3 clusters Score -455125.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -455143.093750 Penalty: 4071.546875
	Iteration 10Q: 3 clusters Score -455143.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -455158.312500 Penalty: 4071.546875
	Iteration 11Q: 3 clusters Score -455158.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -455176.906250 Penalty: 4071.546875
	Iteration 12Q: 3 clusters Score -455176.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -455197.718750 Penalty: 4071.546875
	Iteration 13Q: 3 clusters Score -455197.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -455216.687500 Penalty: 4071.546875
	Iteration 14Q: 3 clusters Score -455216.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -455232.500000 Penalty: 4071.546875
	Iteration 15Q: 3 clusters Score -455232.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -455250.093750 Penalty: 4071.546875
	Iteration 16Q: 3 clusters Score -455250.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -455266.500000 Penalty: 4071.546875
	Iteration 17Q: 3 clusters Score -455266.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -455281.906250 Penalty: 4071.546875
	Iteration 18Q: 3 clusters Score -455281.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -455301.562500 Penalty: 4071.546875
	Iteration 19Q: 3 clusters Score -455301.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -455316.343750 Penalty: 4071.546875
	Iteration 20F: 3 clusters Score -455316.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -455334.437500 Penalty: 4071.546875
	Iteration 21Q: 3 clusters Score -455334.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -455357.375000 Penalty: 4071.546875
	Iteration 22Q: 3 clusters Score -455357.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -455389.031250 Penalty: 4071.546875
	Iteration 23Q: 3 clusters Score -455389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -455418.312500 Penalty: 4071.546875
	Iteration 24Q: 3 clusters Score -455418.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -455454.875000 Penalty: 4071.546875
	Iteration 25Q: 3 clusters Score -455454.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -455496.218750 Penalty: 4071.546875
	Iteration 26Q: 3 clusters Score -455496.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -455545.687500 Penalty: 4071.546875
	Iteration 27Q: 3 clusters Score -455545.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -455612.062500 Penalty: 4071.546875
	Iteration 28Q: 3 clusters Score -455612.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -455678.875000 Penalty: 4071.546875
	Iteration 29Q: 3 clusters Score -455678.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -455742.531250 Penalty: 4071.546875
	Iteration 30Q: 3 clusters Score -455742.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -455802.906250 Penalty: 4071.546875
	Iteration 31Q: 3 clusters Score -455802.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -455862.968750 Penalty: 4071.546875
	Iteration 32Q: 3 clusters Score -455863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -455910.187500 Penalty: 4071.546875
	Iteration 33Q: 3 clusters Score -455910.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -455944.250000 Penalty: 4071.546875
	Iteration 34Q: 3 clusters Score -455944.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -455972.625000 Penalty: 4071.546875
	Iteration 35Q: 3 clusters Score -455972.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -455994.812500 Penalty: 4071.546875
	Iteration 36Q: 3 clusters Score -455994.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -456006.656250 Penalty: 4071.546875
	Iteration 37Q: 3 clusters Score -456006.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -456013.187500 Penalty: 4071.546875
	Iteration 38Q: 3 clusters Score -456013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -456015.281250 Penalty: 4071.546875
	Iteration 39Q: 3 clusters Score -456015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -456016.656250 Penalty: 4071.546875
	Iteration 40F: 3 clusters Score -456016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -456018.875000 Penalty: 4071.546875
	Iteration 41Q: 3 clusters Score -456018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -456020.687500 Penalty: 4071.546875
	Iteration 42Q: 3 clusters Score -456020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -456020.562500 Penalty: 4071.546875
	Iteration 43Q: 3 clusters Score -456020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -456021.781250 Penalty: 4071.546875
	Iteration 44Q: 3 clusters Score -456021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -456022.250000 Penalty: 4071.546875
	Iteration 45Q: 3 clusters Score -456022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -456022.718750 Penalty: 4071.546875
	Iteration 46Q: 3 clusters Score -456022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456026.656250 Penalty: 4071.546875
	Iteration 47Q: 3 clusters Score -456026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -456027.343750 Penalty: 4071.546875
	Iteration 48Q: 3 clusters Score -456027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -456028.843750 Penalty: 4071.546875
	Iteration 49Q: 3 clusters Score -456028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -456029.593750 Penalty: 4071.546875
	Iteration 50Q: 3 clusters Score -456029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -456030.843750 Penalty: 4071.546875
	Iteration 51Q: 3 clusters Score -456030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -456032.875000 Penalty: 4071.546875
	Iteration 52Q: 3 clusters Score -456032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -456035.187500 Penalty: 4071.546875
	Iteration 53Q: 3 clusters Score -456035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -456038.375000 Penalty: 4071.546875
	Iteration 54Q: 3 clusters Score -456038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -456040.468750 Penalty: 4071.546875
	Iteration 55Q: 3 clusters Score -456040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -456041.750000 Penalty: 4071.546875
	Iteration 56Q: 3 clusters Score -456041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456042.781250 Penalty: 4071.546875
	Iteration 57Q: 3 clusters Score -456042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456042.625000 Penalty: 4071.546875
	Iteration 58Q: 3 clusters Score -456042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -456042.625000 Penalty: 4071.546875
	Iteration 59F: 3 clusters Score -456042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -717398.437500 Penalty: 2150.946533
	Iteration 0F: 2 clusters Score -717398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -712326.062500 Penalty: 4301.893066
	Iteration 0F: 3 clusters Score -712326.1 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -713586.250000 Penalty: 4301.893066
	Iteration 1F: 3 clusters Score -713586.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -713928.062500 Penalty: 4301.893066
	Iteration 2F: 3 clusters Score -713928.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -714266.875000 Penalty: 4301.893066
	Iteration 3F: 3 clusters Score -714266.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -714567.812500 Penalty: 4301.893066
	Iteration 4F: 3 clusters Score -714567.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -714841.437500 Penalty: 4301.893066
	Iteration 5F: 3 clusters Score -714841.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -715086.062500 Penalty: 4301.893066
	Iteration 6F: 3 clusters Score -715086.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -715277.625000 Penalty: 4301.893066
	Iteration 7Q: 3 clusters Score -715277.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -715430.875000 Penalty: 4301.893066
	Iteration 8Q: 3 clusters Score -715430.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -715578.687500 Penalty: 4301.893066
	Iteration 9Q: 3 clusters Score -715578.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -715688.812500 Penalty: 4301.893066
	Iteration 10Q: 3 clusters Score -715688.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -715770.812500 Penalty: 4301.893066
	Iteration 11Q: 3 clusters Score -715770.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -715830.687500 Penalty: 4301.893066
	Iteration 12Q: 3 clusters Score -715830.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -715882.687500 Penalty: 4301.893066
	Iteration 13Q: 3 clusters Score -715882.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -715917.000000 Penalty: 4301.893066
	Iteration 14Q: 3 clusters Score -715917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -715952.750000 Penalty: 4301.893066
	Iteration 15Q: 3 clusters Score -715952.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -715981.125000 Penalty: 4301.893066
	Iteration 16Q: 3 clusters Score -715981.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -715989.937500 Penalty: 4301.893066
	Iteration 17Q: 3 clusters Score -715989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -715997.625000 Penalty: 4301.893066
	Iteration 18Q: 3 clusters Score -715997.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -716010.500000 Penalty: 4301.893066
	Iteration 19Q: 3 clusters Score -716010.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -716028.125000 Penalty: 4301.893066
	Iteration 20F: 3 clusters Score -716028.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -716043.437500 Penalty: 4301.893066
	Iteration 21Q: 3 clusters Score -716043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -716061.812500 Penalty: 4301.893066
	Iteration 22Q: 3 clusters Score -716061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -716081.625000 Penalty: 4301.893066
	Iteration 23Q: 3 clusters Score -716081.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -716089.750000 Penalty: 4301.893066
	Iteration 24Q: 3 clusters Score -716089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -716096.437500 Penalty: 4301.893066
	Iteration 25Q: 3 clusters Score -716096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -716101.687500 Penalty: 4301.893066
	Iteration 26Q: 3 clusters Score -716101.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -716105.875000 Penalty: 4301.893066
	Iteration 27Q: 3 clusters Score -716105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -716109.375000 Penalty: 4301.893066
	Iteration 28Q: 3 clusters Score -716109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -716109.312500 Penalty: 4301.893066
	Iteration 29Q: 3 clusters Score -716109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -716111.375000 Penalty: 4301.893066
	Iteration 30Q: 3 clusters Score -716111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -716111.500000 Penalty: 4301.893066
	Iteration 31Q: 3 clusters Score -716111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -716111.750000 Penalty: 4301.893066
	Iteration 32Q: 3 clusters Score -716111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -716111.687500 Penalty: 4301.893066
	Iteration 33Q: 3 clusters Score -716111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -716112.062500 Penalty: 4301.893066
	Iteration 34Q: 3 clusters Score -716112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -716112.062500 Penalty: 4301.893066
	Iteration 35F: 3 clusters Score -716112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Entering Unmasked Estep 
Score: -1720480.875000 Penalty: 2353.167236
	Iteration 0F: 2 clusters Score -1720481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1710816.375000 Penalty: 4706.334473
	Iteration 0F: 3 clusters Score -1710816 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1713961.000000 Penalty: 4706.334473
	Iteration 1F: 3 clusters Score -1713961 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1714404.375000 Penalty: 4706.334473
	Iteration 2F: 3 clusters Score -1714404 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1714723.375000 Penalty: 4706.334473
	Iteration 3F: 3 clusters Score -1714723 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1714988.250000 Penalty: 4706.334473
	Iteration 4Q: 3 clusters Score -1714988 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1715229.500000 Penalty: 4706.334473
	Iteration 5Q: 3 clusters Score -1715230 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1715491.125000 Penalty: 4706.334473
	Iteration 6Q: 3 clusters Score -1715491 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1715796.000000 Penalty: 4706.334473
	Iteration 7Q: 3 clusters Score -1715796 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1716134.750000 Penalty: 4706.334473
	Iteration 8Q: 3 clusters Score -1716135 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1716533.875000 Penalty: 4706.334473
	Iteration 9Q: 3 clusters Score -1716534 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1716920.375000 Penalty: 4706.334473
	Iteration 10Q: 3 clusters Score -1716920 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1717246.500000 Penalty: 4706.334473
	Iteration 11Q: 3 clusters Score -1717246 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1717506.500000 Penalty: 4706.334473
	Iteration 12Q: 3 clusters Score -1717506 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1717661.500000 Penalty: 4706.334473
	Iteration 13Q: 3 clusters Score -1717662 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1717749.625000 Penalty: 4706.334473
	Iteration 14Q: 3 clusters Score -1717750 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1717792.750000 Penalty: 4706.334473
	Iteration 15Q: 3 clusters Score -1717793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1717829.250000 Penalty: 4706.334473
	Iteration 16Q: 3 clusters Score -1717829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1717854.500000 Penalty: 4706.334473
	Iteration 17Q: 3 clusters Score -1717854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1717872.500000 Penalty: 4706.334473
	Iteration 18Q: 3 clusters Score -1717872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1717894.750000 Penalty: 4706.334473
	Iteration 19Q: 3 clusters Score -1717895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1717908.000000 Penalty: 4706.334473
	Iteration 20F: 3 clusters Score -1717908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1717926.000000 Penalty: 4706.334473
	Iteration 21Q: 3 clusters Score -1717926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1717936.625000 Penalty: 4706.334473
	Iteration 22Q: 3 clusters Score -1717937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1717948.625000 Penalty: 4706.334473
	Iteration 23Q: 3 clusters Score -1717949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1717949.500000 Penalty: 4706.334473
	Iteration 24Q: 3 clusters Score -1717950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1717959.625000 Penalty: 4706.334473
	Iteration 25Q: 3 clusters Score -1717960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1717972.750000 Penalty: 4706.334473
	Iteration 26Q: 3 clusters Score -1717973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1717970.875000 Penalty: 4706.334473
	Iteration 27Q: 3 clusters Score -1717971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1717980.125000 Penalty: 4706.334473
	Iteration 28Q: 3 clusters Score -1717980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1717991.250000 Penalty: 4706.334473
	Iteration 29Q: 3 clusters Score -1717991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1717998.375000 Penalty: 4706.334473
	Iteration 30Q: 3 clusters Score -1717998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1718008.500000 Penalty: 4706.334473
	Iteration 31Q: 3 clusters Score -1718008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1718021.000000 Penalty: 4706.334473
	Iteration 32Q: 3 clusters Score -1718021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1718028.625000 Penalty: 4706.334473
	Iteration 33Q: 3 clusters Score -1718029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1718034.500000 Penalty: 4706.334473
	Iteration 34Q: 3 clusters Score -1718034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1718039.500000 Penalty: 4706.334473
	Iteration 35Q: 3 clusters Score -1718040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1718044.500000 Penalty: 4706.334473
	Iteration 36Q: 3 clusters Score -1718044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1718054.500000 Penalty: 4706.334473
	Iteration 37Q: 3 clusters Score -1718054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1718061.000000 Penalty: 4706.334473
	Iteration 38Q: 3 clusters Score -1718061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1718070.000000 Penalty: 4706.334473
	Iteration 39Q: 3 clusters Score -1718070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1718077.375000 Penalty: 4706.334473
	Iteration 40F: 3 clusters Score -1718077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1718093.500000 Penalty: 4706.334473
	Iteration 41Q: 3 clusters Score -1718094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1718104.500000 Penalty: 4706.334473
	Iteration 42Q: 3 clusters Score -1718104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1718118.500000 Penalty: 4706.334473
	Iteration 43Q: 3 clusters Score -1718118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1718132.750000 Penalty: 4706.334473
	Iteration 44Q: 3 clusters Score -1718133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1718146.250000 Penalty: 4706.334473
	Iteration 45Q: 3 clusters Score -1718146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1718156.625000 Penalty: 4706.334473
	Iteration 46Q: 3 clusters Score -1718157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1718167.250000 Penalty: 4706.334473
	Iteration 47Q: 3 clusters Score -1718167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1718172.750000 Penalty: 4706.334473
	Iteration 48Q: 3 clusters Score -1718173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1718181.750000 Penalty: 4706.334473
	Iteration 49Q: 3 clusters Score -1718182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1718185.875000 Penalty: 4706.334473
	Iteration 50Q: 3 clusters Score -1718186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1718196.875000 Penalty: 4706.334473
	Iteration 51Q: 3 clusters Score -1718197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1718206.500000 Penalty: 4706.334473
	Iteration 52Q: 3 clusters Score -1718206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1718212.125000 Penalty: 4706.334473
	Iteration 53Q: 3 clusters Score -1718212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1718224.500000 Penalty: 4706.334473
	Iteration 54Q: 3 clusters Score -1718224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1718228.875000 Penalty: 4706.334473
	Iteration 55Q: 3 clusters Score -1718229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1718237.875000 Penalty: 4706.334473
	Iteration 56Q: 3 clusters Score -1718238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1718250.500000 Penalty: 4706.334473
	Iteration 57Q: 3 clusters Score -1718250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1718264.000000 Penalty: 4706.334473
	Iteration 58Q: 3 clusters Score -1718264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1718276.625000 Penalty: 4706.334473
	Iteration 59Q: 3 clusters Score -1718277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1718285.000000 Penalty: 4706.334473
	Iteration 60F: 3 clusters Score -1718285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1718289.625000 Penalty: 4706.334473
	Iteration 61Q: 3 clusters Score -1718290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1718294.000000 Penalty: 4706.334473
	Iteration 62Q: 3 clusters Score -1718294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1718304.125000 Penalty: 4706.334473
	Iteration 63Q: 3 clusters Score -1718304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1718312.750000 Penalty: 4706.334473
	Iteration 64Q: 3 clusters Score -1718313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1718326.000000 Penalty: 4706.334473
	Iteration 65Q: 3 clusters Score -1718326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1718334.125000 Penalty: 4706.334473
	Iteration 66Q: 3 clusters Score -1718334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1718330.375000 Penalty: 4706.334473
	Iteration 67Q: 3 clusters Score -1718330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1718333.875000 Penalty: 4706.334473
	Iteration 68Q: 3 clusters Score -1718334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1718341.000000 Penalty: 4706.334473
	Iteration 69Q: 3 clusters Score -1718341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1718348.375000 Penalty: 4706.334473
	Iteration 70Q: 3 clusters Score -1718348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1718352.500000 Penalty: 4706.334473
	Iteration 71Q: 3 clusters Score -1718352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1718357.250000 Penalty: 4706.334473
	Iteration 72Q: 3 clusters Score -1718357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1718360.250000 Penalty: 4706.334473
	Iteration 73Q: 3 clusters Score -1718360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1718359.750000 Penalty: 4706.334473
	Iteration 74Q: 3 clusters Score -1718360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1718362.250000 Penalty: 4706.334473
	Iteration 75Q: 3 clusters Score -1718362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1718363.375000 Penalty: 4706.334473
	Iteration 76Q: 3 clusters Score -1718363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1718363.875000 Penalty: 4706.334473
	Iteration 77Q: 3 clusters Score -1718364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1718367.625000 Penalty: 4706.334473
	Iteration 78Q: 3 clusters Score -1718368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1718368.625000 Penalty: 4706.334473
	Iteration 79Q: 3 clusters Score -1718369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1718368.250000 Penalty: 4706.334473
	Iteration 80F: 3 clusters Score -1718368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1718369.000000 Penalty: 4706.334473
	Iteration 81Q: 3 clusters Score -1718369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1718370.500000 Penalty: 4706.334473
	Iteration 82Q: 3 clusters Score -1718370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1718371.875000 Penalty: 4706.334473
	Iteration 83Q: 3 clusters Score -1718372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1718372.250000 Penalty: 4706.334473
	Iteration 84Q: 3 clusters Score -1718372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1718370.500000 Penalty: 4706.334473
	Iteration 85Q: 3 clusters Score -1718370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1718371.875000 Penalty: 4706.334473
	Iteration 86Q: 3 clusters Score -1718372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1718371.875000 Penalty: 4706.334473
	Iteration 87Q: 3 clusters Score -1718372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1718370.625000 Penalty: 4706.334473
	Iteration 88Q: 3 clusters Score -1718371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1718368.875000 Penalty: 4706.334473
	Iteration 89Q: 3 clusters Score -1718369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1718374.125000 Penalty: 4706.334473
	Iteration 90Q: 3 clusters Score -1718374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1718371.500000 Penalty: 4706.334473
	Iteration 91Q: 3 clusters Score -1718372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1718371.375000 Penalty: 4706.334473
	Iteration 92Q: 3 clusters Score -1718371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1718369.000000 Penalty: 4706.334473
	Iteration 93Q: 3 clusters Score -1718369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1718369.250000 Penalty: 4706.334473
	Iteration 94Q: 3 clusters Score -1718369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1718369.500000 Penalty: 4706.334473
	Iteration 95Q: 3 clusters Score -1718370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1718371.625000 Penalty: 4706.334473
	Iteration 96Q: 3 clusters Score -1718372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1718372.125000 Penalty: 4706.334473
	Iteration 97Q: 3 clusters Score -1718372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1718372.125000 Penalty: 4706.334473
	Iteration 98F: 3 clusters Score -1718372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95195.578125 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95195.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93446.273438 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93446.27 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93697.890625 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93697.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93811.296875 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -93811.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93946.039062 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -93946.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -94033.679688 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -94033.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94131.789062 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -94131.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94232.718750 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -94232.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94331.859375 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -94331.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94443.984375 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -94443.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94553.710938 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -94553.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94642.664062 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -94642.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94766.726562 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -94766.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94861.281250 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -94861.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94933.210938 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -94933.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95000.710938 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -95000.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95046.390625 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -95046.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95067.000000 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -95067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95080.468750 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -95080.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95100.335938 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -95100.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95122.320312 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -95122.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95168.812500 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -95168.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95192.539062 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -95192.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95201.546875 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -95201.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95216.492188 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -95216.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95247.515625 Penalty: 3331.430908
	Iteration 24Q: 3 clusters Score -95247.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95279.984375 Penalty: 3331.430908
	Iteration 25Q: 3 clusters Score -95279.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95355.656250 Penalty: 3331.430908
	Iteration 26Q: 3 clusters Score -95355.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95387.218750 Penalty: 3331.430908
	Iteration 27Q: 3 clusters Score -95387.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95400.890625 Penalty: 3331.430908
	Iteration 28Q: 3 clusters Score -95400.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95403.460938 Penalty: 3331.430908
	Iteration 29Q: 3 clusters Score -95403.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95403.460938 Penalty: 3331.430908
	Iteration 30F: 3 clusters Score -95403.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 23892 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 178670 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 12120 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 171026 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 215570 members 
Mstep: Class 18 contains 323 members 
Entering Unmasked Estep 
Score: -98290296.000000 Penalty: 60574.269531
Splitting cluster 16 changes total score from -98291696.000000 to -98290296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (215570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215570 members 
Entering Unmasked Estep 
Score: -27562368.000000 Penalty: 3045.698242
	Iteration 0F: 2 clusters Score -2.756237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -27425968.000000 Penalty: 6091.396484
	Iteration 0F: 3 clusters Score -2.742597e+07 nChanged 103866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105737 members 
Mstep: Class 2 contains 109833 members 
Entering Unmasked Estep 
Score: -27487054.000000 Penalty: 6091.396484
	Iteration 1F: 3 clusters Score -2.748705e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -27487996.000000 Penalty: 6091.396484
	Iteration 2Q: 3 clusters Score -2.7488e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -27489268.000000 Penalty: 6091.396484
	Iteration 3Q: 3 clusters Score -2.748927e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100019 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -27491102.000000 Penalty: 6091.396484
	Iteration 4Q: 3 clusters Score -2.74911e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 119804 members 
Entering Unmasked Estep 
Score: -27494004.000000 Penalty: 6091.396484
	Iteration 5Q: 3 clusters Score -2.7494e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -27498532.000000 Penalty: 6091.396484
	Iteration 6Q: 3 clusters Score -2.749853e+07 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 133933 members 
Entering Unmasked Estep 
Score: -27507018.000000 Penalty: 6091.396484
	Iteration 7F: 3 clusters Score -2.750702e+07 nChanged 14980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -27519654.000000 Penalty: 6091.396484
	Iteration 8F: 3 clusters Score -2.751965e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 152851 members 
Entering Unmasked Estep 
Score: -27534402.000000 Penalty: 6091.396484
	Iteration 9F: 3 clusters Score -2.75344e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -27544030.000000 Penalty: 6091.396484
	Iteration 10F: 3 clusters Score -2.754403e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 162850 members 
Entering Unmasked Estep 
Score: -27548280.000000 Penalty: 6091.396484
	Iteration 11Q: 3 clusters Score -2.754828e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 166281 members 
Entering Unmasked Estep 
Score: -27550466.000000 Penalty: 6091.396484
	Iteration 12Q: 3 clusters Score -2.755047e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -27552444.000000 Penalty: 6091.396484
	Iteration 13Q: 3 clusters Score -2.755244e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 172554 members 
Entering Unmasked Estep 
Score: -27553982.000000 Penalty: 6091.396484
	Iteration 14Q: 3 clusters Score -2.755398e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -27555106.000000 Penalty: 6091.396484
	Iteration 15Q: 3 clusters Score -2.755511e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -27556212.000000 Penalty: 6091.396484
	Iteration 16Q: 3 clusters Score -2.755621e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 180453 members 
Entering Unmasked Estep 
Score: -27557370.000000 Penalty: 6091.396484
	Iteration 17Q: 3 clusters Score -2.755737e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 182677 members 
Entering Unmasked Estep 
Score: -27558258.000000 Penalty: 6091.396484
	Iteration 18Q: 3 clusters Score -2.755826e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 184792 members 
Entering Unmasked Estep 
Score: -27559226.000000 Penalty: 6091.396484
	Iteration 19Q: 3 clusters Score -2.755923e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 186515 members 
Entering Unmasked Estep 
Score: -27560060.000000 Penalty: 6091.396484
	Iteration 20F: 3 clusters Score -2.756006e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 188061 members 
Entering Unmasked Estep 
Score: -27560552.000000 Penalty: 6091.396484
	Iteration 21Q: 3 clusters Score -2.756055e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 189440 members 
Entering Unmasked Estep 
Score: -27560990.000000 Penalty: 6091.396484
	Iteration 22Q: 3 clusters Score -2.756099e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 190688 members 
Entering Unmasked Estep 
Score: -27561258.000000 Penalty: 6091.396484
	Iteration 23Q: 3 clusters Score -2.756126e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 191836 members 
Entering Unmasked Estep 
Score: -27561430.000000 Penalty: 6091.396484
	Iteration 24Q: 3 clusters Score -2.756143e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 192918 members 
Entering Unmasked Estep 
Score: -27561506.000000 Penalty: 6091.396484
	Iteration 25Q: 3 clusters Score -2.756151e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 193918 members 
Entering Unmasked Estep 
Score: -27561586.000000 Penalty: 6091.396484
	Iteration 26Q: 3 clusters Score -2.756159e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -27561492.000000 Penalty: 6091.396484
	Iteration 27Q: 3 clusters Score -2.756149e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -27561526.000000 Penalty: 6091.396484
	Iteration 28Q: 3 clusters Score -2.756153e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 196472 members 
Entering Unmasked Estep 
Score: -27561604.000000 Penalty: 6091.396484
	Iteration 29Q: 3 clusters Score -2.75616e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 197198 members 
Entering Unmasked Estep 
Score: -27561578.000000 Penalty: 6091.396484
	Iteration 30Q: 3 clusters Score -2.756158e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 197874 members 
Entering Unmasked Estep 
Score: -27561616.000000 Penalty: 6091.396484
	Iteration 31Q: 3 clusters Score -2.756162e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 198516 members 
Entering Unmasked Estep 
Score: -27561626.000000 Penalty: 6091.396484
	Iteration 32Q: 3 clusters Score -2.756163e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 199134 members 
Entering Unmasked Estep 
Score: -27561612.000000 Penalty: 6091.396484
	Iteration 33Q: 3 clusters Score -2.756161e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 199743 members 
Entering Unmasked Estep 
Score: -27561666.000000 Penalty: 6091.396484
	Iteration 34Q: 3 clusters Score -2.756167e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 200337 members 
Entering Unmasked Estep 
Score: -27561742.000000 Penalty: 6091.396484
	Iteration 35Q: 3 clusters Score -2.756174e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 200881 members 
Entering Unmasked Estep 
Score: -27561760.000000 Penalty: 6091.396484
	Iteration 36Q: 3 clusters Score -2.756176e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 201425 members 
Entering Unmasked Estep 
Score: -27561802.000000 Penalty: 6091.396484
	Iteration 37Q: 3 clusters Score -2.75618e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 201932 members 
Entering Unmasked Estep 
Score: -27561908.000000 Penalty: 6091.396484
	Iteration 38Q: 3 clusters Score -2.756191e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 202420 members 
Entering Unmasked Estep 
Score: -27561820.000000 Penalty: 6091.396484
	Iteration 39Q: 3 clusters Score -2.756182e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 202903 members 
Entering Unmasked Estep 
Score: -27561834.000000 Penalty: 6091.396484
	Iteration 40F: 3 clusters Score -2.756183e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 203374 members 
Entering Unmasked Estep 
Score: -27561740.000000 Penalty: 6091.396484
	Iteration 41Q: 3 clusters Score -2.756174e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 203796 members 
Entering Unmasked Estep 
Score: -27561658.000000 Penalty: 6091.396484
	Iteration 42Q: 3 clusters Score -2.756166e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 204200 members 
Entering Unmasked Estep 
Score: -27561574.000000 Penalty: 6091.396484
	Iteration 43Q: 3 clusters Score -2.756157e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 204565 members 
Entering Unmasked Estep 
Score: -27561484.000000 Penalty: 6091.396484
	Iteration 44Q: 3 clusters Score -2.756148e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 204952 members 
Entering Unmasked Estep 
Score: -27561528.000000 Penalty: 6091.396484
	Iteration 45Q: 3 clusters Score -2.756153e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 205351 members 
Entering Unmasked Estep 
Score: -27561536.000000 Penalty: 6091.396484
	Iteration 46Q: 3 clusters Score -2.756154e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 205718 members 
Entering Unmasked Estep 
Score: -27561518.000000 Penalty: 6091.396484
	Iteration 47Q: 3 clusters Score -2.756152e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 206060 members 
Entering Unmasked Estep 
Score: -27561468.000000 Penalty: 6091.396484
	Iteration 48Q: 3 clusters Score -2.756147e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 206366 members 
Entering Unmasked Estep 
Score: -27561424.000000 Penalty: 6091.396484
	Iteration 49Q: 3 clusters Score -2.756142e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 206653 members 
Entering Unmasked Estep 
Score: -27561364.000000 Penalty: 6091.396484
	Iteration 50Q: 3 clusters Score -2.756136e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 206928 members 
Entering Unmasked Estep 
Score: -27561320.000000 Penalty: 6091.396484
	Iteration 51Q: 3 clusters Score -2.756132e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 207189 members 
Entering Unmasked Estep 
Score: -27561332.000000 Penalty: 6091.396484
	Iteration 52Q: 3 clusters Score -2.756133e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 207436 members 
Entering Unmasked Estep 
Score: -27561348.000000 Penalty: 6091.396484
	Iteration 53Q: 3 clusters Score -2.756135e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 207689 members 
Entering Unmasked Estep 
Score: -27561378.000000 Penalty: 6091.396484
	Iteration 54Q: 3 clusters Score -2.756138e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 207916 members 
Entering Unmasked Estep 
Score: -27561386.000000 Penalty: 6091.396484
	Iteration 55Q: 3 clusters Score -2.756139e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 208154 members 
Entering Unmasked Estep 
Score: -27561340.000000 Penalty: 6091.396484
	Iteration 56Q: 3 clusters Score -2.756134e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 208386 members 
Entering Unmasked Estep 
Score: -27561330.000000 Penalty: 6091.396484
	Iteration 57Q: 3 clusters Score -2.756133e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 208588 members 
Entering Unmasked Estep 
Score: -27561322.000000 Penalty: 6091.396484
	Iteration 58Q: 3 clusters Score -2.756132e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 208791 members 
Entering Unmasked Estep 
Score: -27561278.000000 Penalty: 6091.396484
	Iteration 59Q: 3 clusters Score -2.756128e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 208973 members 
Entering Unmasked Estep 
Score: -27561260.000000 Penalty: 6091.396484
	Iteration 60F: 3 clusters Score -2.756126e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 209157 members 
Entering Unmasked Estep 
Score: -27561168.000000 Penalty: 6091.396484
	Iteration 61Q: 3 clusters Score -2.756117e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 209322 members 
Entering Unmasked Estep 
Score: -27561118.000000 Penalty: 6091.396484
	Iteration 62Q: 3 clusters Score -2.756112e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 209479 members 
Entering Unmasked Estep 
Score: -27561076.000000 Penalty: 6091.396484
	Iteration 63Q: 3 clusters Score -2.756108e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 209637 members 
Entering Unmasked Estep 
Score: -27561070.000000 Penalty: 6091.396484
	Iteration 64Q: 3 clusters Score -2.756107e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 209779 members 
Entering Unmasked Estep 
Score: -27561078.000000 Penalty: 6091.396484
	Iteration 65Q: 3 clusters Score -2.756108e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 209917 members 
Entering Unmasked Estep 
Score: -27561068.000000 Penalty: 6091.396484
	Iteration 66Q: 3 clusters Score -2.756107e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 210046 members 
Entering Unmasked Estep 
Score: -27560990.000000 Penalty: 6091.396484
	Iteration 67Q: 3 clusters Score -2.756099e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 210167 members 
Entering Unmasked Estep 
Score: -27560984.000000 Penalty: 6091.396484
	Iteration 68Q: 3 clusters Score -2.756098e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 210274 members 
Entering Unmasked Estep 
Score: -27560960.000000 Penalty: 6091.396484
	Iteration 69Q: 3 clusters Score -2.756096e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 210384 members 
Entering Unmasked Estep 
Score: -27560960.000000 Penalty: 6091.396484
	Iteration 70Q: 3 clusters Score -2.756096e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 210478 members 
Entering Unmasked Estep 
Score: -27560932.000000 Penalty: 6091.396484
	Iteration 71Q: 3 clusters Score -2.756093e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 210568 members 
Entering Unmasked Estep 
Score: -27560920.000000 Penalty: 6091.396484
	Iteration 72Q: 3 clusters Score -2.756092e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 210669 members 
Entering Unmasked Estep 
Score: -27560900.000000 Penalty: 6091.396484
	Iteration 73Q: 3 clusters Score -2.75609e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 210746 members 
Entering Unmasked Estep 
Score: -27560914.000000 Penalty: 6091.396484
	Iteration 74Q: 3 clusters Score -2.756091e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 210810 members 
Entering Unmasked Estep 
Score: -27560984.000000 Penalty: 6091.396484
	Iteration 75Q: 3 clusters Score -2.756098e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 210884 members 
Entering Unmasked Estep 
Score: -27560912.000000 Penalty: 6091.396484
	Iteration 76Q: 3 clusters Score -2.756091e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 210960 members 
Entering Unmasked Estep 
Score: -27560960.000000 Penalty: 6091.396484
	Iteration 77Q: 3 clusters Score -2.756096e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 211030 members 
Entering Unmasked Estep 
Score: -27560926.000000 Penalty: 6091.396484
	Iteration 78Q: 3 clusters Score -2.756093e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 211095 members 
Entering Unmasked Estep 
Score: -27560934.000000 Penalty: 6091.396484
	Iteration 79Q: 3 clusters Score -2.756093e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 211167 members 
Entering Unmasked Estep 
Score: -27560892.000000 Penalty: 6091.396484
	Iteration 80F: 3 clusters Score -2.756089e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 211233 members 
Entering Unmasked Estep 
Score: -27560894.000000 Penalty: 6091.396484
	Iteration 81Q: 3 clusters Score -2.756089e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 211291 members 
Entering Unmasked Estep 
Score: -27560888.000000 Penalty: 6091.396484
	Iteration 82Q: 3 clusters Score -2.756089e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 211342 members 
Entering Unmasked Estep 
Score: -27560908.000000 Penalty: 6091.396484
	Iteration 83Q: 3 clusters Score -2.756091e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 211388 members 
Entering Unmasked Estep 
Score: -27560902.000000 Penalty: 6091.396484
	Iteration 84Q: 3 clusters Score -2.75609e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 211433 members 
Entering Unmasked Estep 
Score: -27560912.000000 Penalty: 6091.396484
	Iteration 85Q: 3 clusters Score -2.756091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 211471 members 
Entering Unmasked Estep 
Score: -27560908.000000 Penalty: 6091.396484
	Iteration 86Q: 3 clusters Score -2.756091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 211499 members 
Entering Unmasked Estep 
Score: -27560950.000000 Penalty: 6091.396484
	Iteration 87Q: 3 clusters Score -2.756095e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 211540 members 
Entering Unmasked Estep 
Score: -27560892.000000 Penalty: 6091.396484
	Iteration 88Q: 3 clusters Score -2.756089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 211580 members 
Entering Unmasked Estep 
Score: -27560888.000000 Penalty: 6091.396484
	Iteration 89Q: 3 clusters Score -2.756089e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 211610 members 
Entering Unmasked Estep 
Score: -27560856.000000 Penalty: 6091.396484
	Iteration 90Q: 3 clusters Score -2.756086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 211639 members 
Entering Unmasked Estep 
Score: -27560874.000000 Penalty: 6091.396484
	Iteration 91Q: 3 clusters Score -2.756087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 211666 members 
Entering Unmasked Estep 
Score: -27560846.000000 Penalty: 6091.396484
	Iteration 92Q: 3 clusters Score -2.756085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 211698 members 
Entering Unmasked Estep 
Score: -27560876.000000 Penalty: 6091.396484
	Iteration 93Q: 3 clusters Score -2.756088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 211736 members 
Entering Unmasked Estep 
Score: -27560876.000000 Penalty: 6091.396484
	Iteration 94Q: 3 clusters Score -2.756088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 211778 members 
Entering Unmasked Estep 
Score: -27560832.000000 Penalty: 6091.396484
	Iteration 95Q: 3 clusters Score -2.756083e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 211820 members 
Entering Unmasked Estep 
Score: -27560846.000000 Penalty: 6091.396484
	Iteration 96Q: 3 clusters Score -2.756085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 211861 members 
Entering Unmasked Estep 
Score: -27560836.000000 Penalty: 6091.396484
	Iteration 97Q: 3 clusters Score -2.756084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 211898 members 
Entering Unmasked Estep 
Score: -27560816.000000 Penalty: 6091.396484
	Iteration 98Q: 3 clusters Score -2.756082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 211932 members 
Entering Unmasked Estep 
Score: -27560822.000000 Penalty: 6091.396484
	Iteration 99Q: 3 clusters Score -2.756082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 211970 members 
Entering Unmasked Estep 
Score: -27560806.000000 Penalty: 6091.396484
	Iteration 100F: 3 clusters Score -2.756081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 212013 members 
Entering Unmasked Estep 
Score: -27560768.000000 Penalty: 6091.396484
	Iteration 101Q: 3 clusters Score -2.756077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 212046 members 
Entering Unmasked Estep 
Score: -27560758.000000 Penalty: 6091.396484
	Iteration 102Q: 3 clusters Score -2.756076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 212081 members 
Entering Unmasked Estep 
Score: -27560734.000000 Penalty: 6091.396484
	Iteration 103Q: 3 clusters Score -2.756073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 212121 members 
Entering Unmasked Estep 
Score: -27560710.000000 Penalty: 6091.396484
	Iteration 104Q: 3 clusters Score -2.756071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 212158 members 
Entering Unmasked Estep 
Score: -27560738.000000 Penalty: 6091.396484
	Iteration 105Q: 3 clusters Score -2.756074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 212190 members 
Entering Unmasked Estep 
Score: -27560702.000000 Penalty: 6091.396484
	Iteration 106Q: 3 clusters Score -2.75607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 212230 members 
Entering Unmasked Estep 
Score: -27560728.000000 Penalty: 6091.396484
	Iteration 107Q: 3 clusters Score -2.756073e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 212262 members 
Entering Unmasked Estep 
Score: -27560728.000000 Penalty: 6091.396484
	Iteration 108Q: 3 clusters Score -2.756073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 212298 members 
Entering Unmasked Estep 
Score: -27560710.000000 Penalty: 6091.396484
	Iteration 109Q: 3 clusters Score -2.756071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 212333 members 
Entering Unmasked Estep 
Score: -27560734.000000 Penalty: 6091.396484
	Iteration 110Q: 3 clusters Score -2.756073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 212364 members 
Entering Unmasked Estep 
Score: -27560742.000000 Penalty: 6091.396484
	Iteration 111Q: 3 clusters Score -2.756074e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 212390 members 
Entering Unmasked Estep 
Score: -27560738.000000 Penalty: 6091.396484
	Iteration 112Q: 3 clusters Score -2.756074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 212418 members 
Entering Unmasked Estep 
Score: -27560744.000000 Penalty: 6091.396484
	Iteration 113Q: 3 clusters Score -2.756074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 212449 members 
Entering Unmasked Estep 
Score: -27560746.000000 Penalty: 6091.396484
	Iteration 114Q: 3 clusters Score -2.756075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 212478 members 
Entering Unmasked Estep 
Score: -27560760.000000 Penalty: 6091.396484
	Iteration 115Q: 3 clusters Score -2.756076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 212508 members 
Entering Unmasked Estep 
Score: -27560758.000000 Penalty: 6091.396484
	Iteration 116Q: 3 clusters Score -2.756076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 212530 members 
Entering Unmasked Estep 
Score: -27560734.000000 Penalty: 6091.396484
	Iteration 117Q: 3 clusters Score -2.756073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 212554 members 
Entering Unmasked Estep 
Score: -27560726.000000 Penalty: 6091.396484
	Iteration 118Q: 3 clusters Score -2.756073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 212570 members 
Entering Unmasked Estep 
Score: -27560714.000000 Penalty: 6091.396484
	Iteration 119Q: 3 clusters Score -2.756071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 212581 members 
Entering Unmasked Estep 
Score: -27560730.000000 Penalty: 6091.396484
	Iteration 120F: 3 clusters Score -2.756073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 212584 members 
Entering Unmasked Estep 
Score: -27560718.000000 Penalty: 6091.396484
	Iteration 121Q: 3 clusters Score -2.756072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 212588 members 
Entering Unmasked Estep 
Score: -27560720.000000 Penalty: 6091.396484
	Iteration 122Q: 3 clusters Score -2.756072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 212588 members 
Entering Unmasked Estep 
Score: -27560730.000000 Penalty: 6091.396484
	Iteration 123Q: 3 clusters Score -2.756073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 212592 members 
Entering Unmasked Estep 
Score: -27560730.000000 Penalty: 6091.396484
	Iteration 124Q: 3 clusters Score -2.756073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 212601 members 
Entering Unmasked Estep 
Score: -27560724.000000 Penalty: 6091.396484
	Iteration 125Q: 3 clusters Score -2.756072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 212611 members 
Entering Unmasked Estep 
Score: -27560708.000000 Penalty: 6091.396484
	Iteration 126Q: 3 clusters Score -2.756071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 212616 members 
Entering Unmasked Estep 
Score: -27560714.000000 Penalty: 6091.396484
	Iteration 127Q: 3 clusters Score -2.756071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 212621 members 
Entering Unmasked Estep 
Score: -27560710.000000 Penalty: 6091.396484
	Iteration 128Q: 3 clusters Score -2.756071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -27560682.000000 Penalty: 6091.396484
	Iteration 129Q: 3 clusters Score -2.756068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 212640 members 
Entering Unmasked Estep 
Score: -27560690.000000 Penalty: 6091.396484
	Iteration 130Q: 3 clusters Score -2.756069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 212648 members 
Entering Unmasked Estep 
Score: -27560698.000000 Penalty: 6091.396484
	Iteration 131Q: 3 clusters Score -2.75607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 212654 members 
Entering Unmasked Estep 
Score: -27560690.000000 Penalty: 6091.396484
	Iteration 132Q: 3 clusters Score -2.756069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 212659 members 
Entering Unmasked Estep 
Score: -27560678.000000 Penalty: 6091.396484
	Iteration 133Q: 3 clusters Score -2.756068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 212662 members 
Entering Unmasked Estep 
Score: -27560680.000000 Penalty: 6091.396484
	Iteration 134Q: 3 clusters Score -2.756068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 212666 members 
Entering Unmasked Estep 
Score: -27560686.000000 Penalty: 6091.396484
	Iteration 135Q: 3 clusters Score -2.756069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 212673 members 
Entering Unmasked Estep 
Score: -27560694.000000 Penalty: 6091.396484
	Iteration 136Q: 3 clusters Score -2.756069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 212675 members 
Entering Unmasked Estep 
Score: -27560698.000000 Penalty: 6091.396484
	Iteration 137Q: 3 clusters Score -2.75607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 212675 members 
Entering Unmasked Estep 
Score: -27560698.000000 Penalty: 6091.396484
	Iteration 138F: 3 clusters Score -2.75607e+07 nChanged 0
--- Evaluating fit on full set of 2345756 points ---
Entering Unmasked Estep 
Score: -295973888.000000 Penalty: 61840.789062
21->18 Clusters: Score -295973888.000000, best is -295972672.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 781918 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 37426 members 
Mstep: Class 3 contains 37099 members 
Mstep: Class 4 contains 36818 members 
Mstep: Class 5 contains 37380 members 
Mstep: Class 6 contains 37014 members 
Mstep: Class 7 contains 37108 members 
Mstep: Class 8 contains 37116 members 
Mstep: Class 9 contains 37308 members 
Mstep: Class 10 contains 37350 members 
Mstep: Class 11 contains 37263 members 
Mstep: Class 12 contains 37258 members 
Mstep: Class 13 contains 37181 members 
Mstep: Class 14 contains 36881 members 
Mstep: Class 15 contains 37319 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 37398 members 
Mstep: Class 18 contains 37127 members 
Mstep: Class 19 contains 37409 members 
Mstep: Class 20 contains 37352 members 
Mstep: Class 21 contains 37291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 415.697815 but Gain 3365.242188
Score: -94710128.000000 Penalty: 67304.742188
Iteration 0F: 21 clusters Score -9.471013e+07 nChanged 741247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2517 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 83271 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 33625 members 
Mstep: Class 6 contains 19293 members 
Mstep: Class 7 contains 47758 members 
Mstep: Class 8 contains 32675 members 
Mstep: Class 9 contains 29835 members 
Mstep: Class 11 contains 20810 members 
Mstep: Class 12 contains 11666 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 53755 members 
Mstep: Class 15 contains 67130 members 
Mstep: Class 16 contains 28570 members 
Mstep: Class 17 contains 123381 members 
Mstep: Class 18 contains 53310 members 
Mstep: Class 19 contains 12869 members 
Mstep: Class 20 contains 40892 members 
Mstep: Class 21 contains 43592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97092128.000000 Penalty: 67304.742188
Iteration 1F: 21 clusters Score -9.709213e+07 nChanged 251614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2420 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 100071 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 10046 members 
Mstep: Class 5 contains 28534 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 40013 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 30621 members 
Mstep: Class 11 contains 18508 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 82505 members 
Mstep: Class 16 contains 17408 members 
Mstep: Class 17 contains 178913 members 
Mstep: Class 18 contains 63290 members 
Mstep: Class 19 contains 5466 members 
Mstep: Class 20 contains 28277 members 
Mstep: Class 21 contains 45318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1732.642944 but Gain 3365.234375
Score: -97443160.000000 Penalty: 63939.507812
Iteration 2F: 20 clusters Score -9.744316e+07 nChanged 169693
Entering Unmasked Mstep 
Mstep: Class 0 contains 2177 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 108624 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 32962 members 
Mstep: Class 8 contains 24719 members 
Mstep: Class 9 contains 26794 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 87347 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 234851 members 
Mstep: Class 18 contains 74409 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 20071 members 
Mstep: Class 21 contains 41422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 973.816040 but Gain 3365.238281
Score: -97587632.000000 Penalty: 60574.269531
Iteration 3F: 19 clusters Score -9.758763e+07 nChanged 129357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2114 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 116058 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 5 contains 14660 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 25520 members 
Mstep: Class 8 contains 18706 members 
Mstep: Class 9 contains 22165 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 3397 members 
Mstep: Class 14 contains 28244 members 
Mstep: Class 15 contains 87728 members 
Mstep: Class 16 contains 5271 members 
Mstep: Class 17 contains 280553 members 
Mstep: Class 18 contains 80046 members 
Mstep: Class 20 contains 14624 members 
Mstep: Class 21 contains 35936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2448.363525 but Gain 3365.238281
Score: -97668552.000000 Penalty: 57209.031250
Iteration 4F: 18 clusters Score -9.766855e+07 nChanged 103049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1624 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 127826 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 7 contains 19560 members 
Mstep: Class 8 contains 15113 members 
Mstep: Class 9 contains 18557 members 
Mstep: Class 11 contains 6616 members 
Mstep: Class 12 contains 4802 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 28267 members 
Mstep: Class 15 contains 87516 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 17 contains 302797 members 
Mstep: Class 18 contains 83417 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 32385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1630.587036 but Gain 3365.238281
Score: -97790768.000000 Penalty: 53843.792969
Iteration 5F: 17 clusters Score -9.779077e+07 nChanged 87935
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 145891 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 7 contains 15395 members 
Mstep: Class 8 contains 13876 members 
Mstep: Class 9 contains 15555 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 30057 members 
Mstep: Class 15 contains 87598 members 
Mstep: Class 17 contains 303239 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 20 contains 8316 members 
Mstep: Class 21 contains 30677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97926912.000000 Penalty: 53843.792969
Iteration 6F: 17 clusters Score -9.792691e+07 nChanged 78538
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 168828 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 7 contains 12347 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 12871 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 86392 members 
Mstep: Class 17 contains 291444 members 
Mstep: Class 18 contains 83202 members 
Mstep: Class 20 contains 6475 members 
Mstep: Class 21 contains 29904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996104.000000 Penalty: 53843.792969
Iteration 7F: 17 clusters Score -9.79961e+07 nChanged 74802
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 197938 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 7 contains 10159 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 10546 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 4749 members 
Mstep: Class 14 contains 36465 members 
Mstep: Class 15 contains 84414 members 
Mstep: Class 17 contains 270830 members 
Mstep: Class 18 contains 81465 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 29727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3059.977783 but Gain 3365.234375
Score: -98055912.000000 Penalty: 50478.558594
Iteration 8F: 16 clusters Score -9.805591e+07 nChanged 79150
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 234644 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 8861 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 40124 members 
Mstep: Class 15 contains 85381 members 
Mstep: Class 17 contains 238343 members 
Mstep: Class 18 contains 79631 members 
Mstep: Class 20 contains 3888 members 
Mstep: Class 21 contains 30476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3158.710449 but Gain 3365.238281
Score: -98098160.000000 Penalty: 47113.320312
Iteration 9F: 15 clusters Score -9.809816e+07 nChanged 75001
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 265903 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 7 contains 8151 members 
Mstep: Class 8 contains 18907 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 11 contains 4830 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 44104 members 
Mstep: Class 15 contains 89510 members 
Mstep: Class 17 contains 204911 members 
Mstep: Class 18 contains 78464 members 
Mstep: Class 21 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120488.000000 Penalty: 47113.320312
Iteration 10F: 15 clusters Score -9.812049e+07 nChanged 55898
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 279809 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 7 contains 7569 members 
Mstep: Class 8 contains 20699 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 47377 members 
Mstep: Class 15 contains 94606 members 
Mstep: Class 17 contains 183317 members 
Mstep: Class 18 contains 76919 members 
Mstep: Class 21 contains 32778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98132384.000000 Penalty: 47113.320312
Iteration 11F: 15 clusters Score -9.813238e+07 nChanged 42298
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 281205 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 22164 members 
Mstep: Class 9 contains 6164 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 8220 members 
Mstep: Class 14 contains 50288 members 
Mstep: Class 15 contains 99539 members 
Mstep: Class 17 contains 173752 members 
Mstep: Class 18 contains 75617 members 
Mstep: Class 21 contains 33858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98140272.000000 Penalty: 47113.320312
Iteration 12F: 15 clusters Score -9.814027e+07 nChanged 34127
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 275268 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 23402 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 9266 members 
Mstep: Class 14 contains 52841 members 
Mstep: Class 15 contains 104088 members 
Mstep: Class 17 contains 171666 members 
Mstep: Class 18 contains 74604 members 
Mstep: Class 21 contains 34643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98148264.000000 Penalty: 47113.320312
Iteration 13Q: 15 clusters Score -9.814826e+07 nChanged 29260
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 265349 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 7 contains 7230 members 
Mstep: Class 8 contains 24543 members 
Mstep: Class 9 contains 5227 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 10191 members 
Mstep: Class 14 contains 55207 members 
Mstep: Class 15 contains 108741 members 
Mstep: Class 17 contains 173361 members 
Mstep: Class 18 contains 73772 members 
Mstep: Class 21 contains 35193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98157376.000000 Penalty: 47113.320312
Iteration 14Q: 15 clusters Score -9.815738e+07 nChanged 25934
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 253319 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 25527 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 2813 members 
Mstep: Class 13 contains 11069 members 
Mstep: Class 14 contains 57453 members 
Mstep: Class 15 contains 113567 members 
Mstep: Class 17 contains 176761 members 
Mstep: Class 18 contains 72963 members 
Mstep: Class 21 contains 35587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98168664.000000 Penalty: 47113.320312
Iteration 15Q: 15 clusters Score -9.816866e+07 nChanged 24049
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 240706 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 26408 members 
Mstep: Class 9 contains 4577 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 11880 members 
Mstep: Class 14 contains 59633 members 
Mstep: Class 15 contains 118430 members 
Mstep: Class 17 contains 180808 members 
Mstep: Class 18 contains 72202 members 
Mstep: Class 21 contains 35803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98177552.000000 Penalty: 47113.320312
Iteration 16Q: 15 clusters Score -9.817755e+07 nChanged 22476
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 228112 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 27170 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 12584 members 
Mstep: Class 14 contains 61778 members 
Mstep: Class 15 contains 123310 members 
Mstep: Class 17 contains 184839 members 
Mstep: Class 18 contains 71472 members 
Mstep: Class 21 contains 35895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98186568.000000 Penalty: 47113.320312
Iteration 17Q: 15 clusters Score -9.818657e+07 nChanged 20736
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 216581 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 7 contains 9072 members 
Mstep: Class 8 contains 27922 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 11 contains 9646 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 13256 members 
Mstep: Class 14 contains 63743 members 
Mstep: Class 15 contains 128178 members 
Mstep: Class 17 contains 187943 members 
Mstep: Class 18 contains 70805 members 
Mstep: Class 21 contains 35839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98194536.000000 Penalty: 47113.320312
Iteration 18Q: 15 clusters Score -9.819454e+07 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 206453 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 28605 members 
Mstep: Class 9 contains 4249 members 
Mstep: Class 11 contains 10357 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 65637 members 
Mstep: Class 15 contains 132893 members 
Mstep: Class 17 contains 190124 members 
Mstep: Class 18 contains 70083 members 
Mstep: Class 21 contains 35680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98201976.000000 Penalty: 47113.320312
Iteration 19Q: 15 clusters Score -9.820198e+07 nChanged 17478
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 197741 members 
Mstep: Class 4 contains 5960 members 
Mstep: Class 7 contains 10048 members 
Mstep: Class 8 contains 29164 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 11 contains 10983 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 67379 members 
Mstep: Class 15 contains 137534 members 
Mstep: Class 17 contains 191466 members 
Mstep: Class 18 contains 69409 members 
Mstep: Class 21 contains 35381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98207776.000000 Penalty: 47113.320312
Iteration 20F: 15 clusters Score -9.820778e+07 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 190569 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 29651 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 11 contains 11490 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 69015 members 
Mstep: Class 15 contains 141998 members 
Mstep: Class 17 contains 191773 members 
Mstep: Class 18 contains 68746 members 
Mstep: Class 21 contains 34964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98213912.000000 Penalty: 47113.320312
Iteration 21Q: 15 clusters Score -9.821391e+07 nChanged 14715
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 184974 members 
Mstep: Class 4 contains 6750 members 
Mstep: Class 7 contains 10825 members 
Mstep: Class 8 contains 30080 members 
Mstep: Class 9 contains 4284 members 
Mstep: Class 11 contains 11967 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 70503 members 
Mstep: Class 15 contains 146298 members 
Mstep: Class 17 contains 191038 members 
Mstep: Class 18 contains 68074 members 
Mstep: Class 21 contains 34479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98217480.000000 Penalty: 47113.320312
Iteration 22Q: 15 clusters Score -9.821748e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 180690 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 7 contains 10980 members 
Mstep: Class 8 contains 30472 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 15549 members 
Mstep: Class 14 contains 71897 members 
Mstep: Class 15 contains 150653 members 
Mstep: Class 17 contains 189266 members 
Mstep: Class 18 contains 67411 members 
Mstep: Class 21 contains 33827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98221624.000000 Penalty: 47113.320312
Iteration 23Q: 15 clusters Score -9.822162e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 177578 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 7 contains 11042 members 
Mstep: Class 8 contains 30724 members 
Mstep: Class 9 contains 4571 members 
Mstep: Class 11 contains 12837 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 15767 members 
Mstep: Class 14 contains 73225 members 
Mstep: Class 15 contains 154934 members 
Mstep: Class 17 contains 186659 members 
Mstep: Class 18 contains 66776 members 
Mstep: Class 21 contains 33150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98225304.000000 Penalty: 47113.320312
Iteration 24Q: 15 clusters Score -9.82253e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 175245 members 
Mstep: Class 4 contains 7699 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 30850 members 
Mstep: Class 9 contains 4721 members 
Mstep: Class 11 contains 13231 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 15967 members 
Mstep: Class 14 contains 74448 members 
Mstep: Class 15 contains 159016 members 
Mstep: Class 17 contains 183846 members 
Mstep: Class 18 contains 66163 members 
Mstep: Class 21 contains 32496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98228248.000000 Penalty: 47113.320312
Iteration 25Q: 15 clusters Score -9.822825e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 173463 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 30862 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 11 contains 13615 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 16122 members 
Mstep: Class 14 contains 75484 members 
Mstep: Class 15 contains 163071 members 
Mstep: Class 17 contains 180845 members 
Mstep: Class 18 contains 65592 members 
Mstep: Class 21 contains 31815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98231976.000000 Penalty: 47113.320312
Iteration 26Q: 15 clusters Score -9.823198e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 172036 members 
Mstep: Class 4 contains 8110 members 
Mstep: Class 7 contains 11059 members 
Mstep: Class 8 contains 30803 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 11 contains 13974 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16214 members 
Mstep: Class 14 contains 76377 members 
Mstep: Class 15 contains 167156 members 
Mstep: Class 17 contains 177748 members 
Mstep: Class 18 contains 65075 members 
Mstep: Class 21 contains 31137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98233752.000000 Penalty: 47113.320312
Iteration 27Q: 15 clusters Score -9.823375e+07 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 170682 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 30632 members 
Mstep: Class 9 contains 5218 members 
Mstep: Class 11 contains 14323 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16299 members 
Mstep: Class 14 contains 77160 members 
Mstep: Class 15 contains 171527 members 
Mstep: Class 17 contains 174460 members 
Mstep: Class 18 contains 64603 members 
Mstep: Class 21 contains 30525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235736.000000 Penalty: 47113.320312
Iteration 28Q: 15 clusters Score -9.823574e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 169240 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 7 contains 11002 members 
Mstep: Class 8 contains 30402 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 11 contains 14701 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16341 members 
Mstep: Class 14 contains 77852 members 
Mstep: Class 15 contains 176177 members 
Mstep: Class 17 contains 171109 members 
Mstep: Class 18 contains 64125 members 
Mstep: Class 21 contains 29972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98237856.000000 Penalty: 47113.320312
Iteration 29Q: 15 clusters Score -9.823786e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 168145 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 7 contains 10983 members 
Mstep: Class 8 contains 30021 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 11 contains 15016 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16378 members 
Mstep: Class 14 contains 78429 members 
Mstep: Class 15 contains 180705 members 
Mstep: Class 17 contains 167788 members 
Mstep: Class 18 contains 63675 members 
Mstep: Class 21 contains 29479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98240000.000000 Penalty: 47113.320312
Iteration 30Q: 15 clusters Score -9.824e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 167270 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 29518 members 
Mstep: Class 9 contains 5804 members 
Mstep: Class 11 contains 15292 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16422 members 
Mstep: Class 14 contains 78978 members 
Mstep: Class 15 contains 184856 members 
Mstep: Class 17 contains 164748 members 
Mstep: Class 18 contains 63215 members 
Mstep: Class 21 contains 29006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98240208.000000 Penalty: 47113.320312
Iteration 31Q: 15 clusters Score -9.824021e+07 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 166666 members 
Mstep: Class 4 contains 8798 members 
Mstep: Class 7 contains 10955 members 
Mstep: Class 8 contains 28959 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16454 members 
Mstep: Class 14 contains 79574 members 
Mstep: Class 15 contains 188126 members 
Mstep: Class 17 contains 162158 members 
Mstep: Class 18 contains 62830 members 
Mstep: Class 21 contains 28605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98241504.000000 Penalty: 47113.320312
Iteration 32Q: 15 clusters Score -9.82415e+07 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 166433 members 
Mstep: Class 4 contains 8919 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 28279 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 11 contains 15873 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 80108 members 
Mstep: Class 15 contains 190451 members 
Mstep: Class 17 contains 160222 members 
Mstep: Class 18 contains 62471 members 
Mstep: Class 21 contains 28270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98241888.000000 Penalty: 47113.320312
Iteration 33Q: 15 clusters Score -9.824189e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 166686 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 7 contains 10895 members 
Mstep: Class 8 contains 27564 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 11 contains 16116 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16561 members 
Mstep: Class 14 contains 80622 members 
Mstep: Class 15 contains 191659 members 
Mstep: Class 17 contains 158938 members 
Mstep: Class 18 contains 62174 members 
Mstep: Class 21 contains 27979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98242392.000000 Penalty: 47113.320312
Iteration 34Q: 15 clusters Score -9.824239e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 167296 members 
Mstep: Class 4 contains 9147 members 
Mstep: Class 7 contains 10829 members 
Mstep: Class 8 contains 26733 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 11 contains 16349 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16637 members 
Mstep: Class 14 contains 81129 members 
Mstep: Class 15 contains 191631 members 
Mstep: Class 17 contains 158612 members 
Mstep: Class 18 contains 61887 members 
Mstep: Class 21 contains 27784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98242640.000000 Penalty: 47113.320312
Iteration 35Q: 15 clusters Score -9.824264e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 168172 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 7 contains 10775 members 
Mstep: Class 8 contains 25913 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 11 contains 16564 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16739 members 
Mstep: Class 14 contains 81633 members 
Mstep: Class 15 contains 190561 members 
Mstep: Class 17 contains 158947 members 
Mstep: Class 18 contains 61644 members 
Mstep: Class 21 contains 27621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98244088.000000 Penalty: 47113.320312
Iteration 36Q: 15 clusters Score -9.824409e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 169270 members 
Mstep: Class 4 contains 9476 members 
Mstep: Class 7 contains 10720 members 
Mstep: Class 8 contains 25036 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 11 contains 16804 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16854 members 
Mstep: Class 14 contains 82138 members 
Mstep: Class 15 contains 188671 members 
Mstep: Class 17 contains 159793 members 
Mstep: Class 18 contains 61430 members 
Mstep: Class 21 contains 27544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98245768.000000 Penalty: 47113.320312
Iteration 37Q: 15 clusters Score -9.824577e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 170597 members 
Mstep: Class 4 contains 9638 members 
Mstep: Class 7 contains 10674 members 
Mstep: Class 8 contains 24163 members 
Mstep: Class 9 contains 7179 members 
Mstep: Class 11 contains 17007 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 16987 members 
Mstep: Class 14 contains 82622 members 
Mstep: Class 15 contains 186085 members 
Mstep: Class 17 contains 161088 members 
Mstep: Class 18 contains 61256 members 
Mstep: Class 21 contains 27486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98248432.000000 Penalty: 47113.320312
Iteration 38Q: 15 clusters Score -9.824843e+07 nChanged 9417
Entering ConstructFrom: 
Score: -98248432.000000 Penalty: 47113.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -528275.187500 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -528275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -524216.031250 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -524216 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -525346.437500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -525346.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -525822.375000 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -525822.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -526267.437500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -526267.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -526586.875000 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -526586.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -526795.500000 Penalty: 4147.639160
	Iteration 5F: 3 clusters Score -526795.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -526923.187500 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -526923.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -527030.062500 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -527030.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -527117.937500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -527117.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -527201.875000 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -527201.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -527268.875000 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -527268.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -527320.437500 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -527320.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -527365.812500 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -527365.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -527396.062500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -527396.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -527426.687500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -527426.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -527441.312500 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -527441.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -527457.812500 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -527457.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -527471.937500 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -527471.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -527484.562500 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -527484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -527492.875000 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -527492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -527498.812500 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -527498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -527502.250000 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -527502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -527503.437500 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -527503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -527506.312500 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -527506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -527506.937500 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -527506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -527507.500000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -527507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -527507.500000 Penalty: 4147.639160
	Iteration 26F: 3 clusters Score -527507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (171851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171851 members 
Entering Unmasked Estep 
Score: -22026960.000000 Penalty: 2989.487061
	Iteration 0F: 2 clusters Score -2.202696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -21913228.000000 Penalty: 5978.974121
	Iteration 0F: 3 clusters Score -2.191323e+07 nChanged 82133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -21961174.000000 Penalty: 5978.974121
	Iteration 1F: 3 clusters Score -2.196117e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -21962328.000000 Penalty: 5978.974121
	Iteration 2Q: 3 clusters Score -2.196233e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -21963968.000000 Penalty: 5978.974121
	Iteration 3Q: 3 clusters Score -2.196397e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -21966572.000000 Penalty: 5978.974121
	Iteration 4Q: 3 clusters Score -2.196657e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -21970618.000000 Penalty: 5978.974121
	Iteration 5Q: 3 clusters Score -2.197062e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -21975996.000000 Penalty: 5978.974121
	Iteration 6Q: 3 clusters Score -2.1976e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -21983118.000000 Penalty: 5978.974121
	Iteration 7F: 3 clusters Score -2.198312e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118856 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -21991094.000000 Penalty: 5978.974121
	Iteration 8F: 3 clusters Score -2.199109e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -21998582.000000 Penalty: 5978.974121
	Iteration 9F: 3 clusters Score -2.199858e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -22003940.000000 Penalty: 5978.974121
	Iteration 10F: 3 clusters Score -2.200394e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -22007400.000000 Penalty: 5978.974121
	Iteration 11Q: 3 clusters Score -2.20074e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -22009366.000000 Penalty: 5978.974121
	Iteration 12Q: 3 clusters Score -2.200937e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137540 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -22010652.000000 Penalty: 5978.974121
	Iteration 13Q: 3 clusters Score -2.201065e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -22011846.000000 Penalty: 5978.974121
	Iteration 14Q: 3 clusters Score -2.201185e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -22012944.000000 Penalty: 5978.974121
	Iteration 15Q: 3 clusters Score -2.201294e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146113 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -22014272.000000 Penalty: 5978.974121
	Iteration 16Q: 3 clusters Score -2.201427e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -22015434.000000 Penalty: 5978.974121
	Iteration 17Q: 3 clusters Score -2.201543e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -22016734.000000 Penalty: 5978.974121
	Iteration 18Q: 3 clusters Score -2.201673e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -22018038.000000 Penalty: 5978.974121
	Iteration 19Q: 3 clusters Score -2.201804e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -22019120.000000 Penalty: 5978.974121
	Iteration 20F: 3 clusters Score -2.201912e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159238 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -22020174.000000 Penalty: 5978.974121
	Iteration 21Q: 3 clusters Score -2.202017e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -22021230.000000 Penalty: 5978.974121
	Iteration 22Q: 3 clusters Score -2.202123e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -22022050.000000 Penalty: 5978.974121
	Iteration 23Q: 3 clusters Score -2.202205e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164729 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -22022544.000000 Penalty: 5978.974121
	Iteration 24Q: 3 clusters Score -2.202254e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -22023056.000000 Penalty: 5978.974121
	Iteration 25Q: 3 clusters Score -2.202306e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167013 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -22023518.000000 Penalty: 5978.974121
	Iteration 26Q: 3 clusters Score -2.202352e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167793 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -22023646.000000 Penalty: 5978.974121
	Iteration 27Q: 3 clusters Score -2.202365e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -22023842.000000 Penalty: 5978.974121
	Iteration 28Q: 3 clusters Score -2.202384e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -22023974.000000 Penalty: 5978.974121
	Iteration 29Q: 3 clusters Score -2.202397e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22024128.000000 Penalty: 5978.974121
	Iteration 30Q: 3 clusters Score -2.202413e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -22024280.000000 Penalty: 5978.974121
	Iteration 31Q: 3 clusters Score -2.202428e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169760 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22024314.000000 Penalty: 5978.974121
	Iteration 32Q: 3 clusters Score -2.202431e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -22024344.000000 Penalty: 5978.974121
	Iteration 33Q: 3 clusters Score -2.202434e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170086 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22024362.000000 Penalty: 5978.974121
	Iteration 34Q: 3 clusters Score -2.202436e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -22024444.000000 Penalty: 5978.974121
	Iteration 35Q: 3 clusters Score -2.202444e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170288 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22024458.000000 Penalty: 5978.974121
	Iteration 36Q: 3 clusters Score -2.202446e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22024514.000000 Penalty: 5978.974121
	Iteration 37Q: 3 clusters Score -2.202451e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22024532.000000 Penalty: 5978.974121
	Iteration 38Q: 3 clusters Score -2.202453e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22024536.000000 Penalty: 5978.974121
	Iteration 39Q: 3 clusters Score -2.202454e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22024550.000000 Penalty: 5978.974121
	Iteration 40F: 3 clusters Score -2.202455e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170558 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22024546.000000 Penalty: 5978.974121
	Iteration 41Q: 3 clusters Score -2.202455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22024570.000000 Penalty: 5978.974121
	Iteration 42Q: 3 clusters Score -2.202457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22024588.000000 Penalty: 5978.974121
	Iteration 43Q: 3 clusters Score -2.202459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -22024590.000000 Penalty: 5978.974121
	Iteration 44Q: 3 clusters Score -2.202459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -22024598.000000 Penalty: 5978.974121
	Iteration 45Q: 3 clusters Score -2.20246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22024610.000000 Penalty: 5978.974121
	Iteration 46Q: 3 clusters Score -2.202461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -22024584.000000 Penalty: 5978.974121
	Iteration 47Q: 3 clusters Score -2.202458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170686 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22024580.000000 Penalty: 5978.974121
	Iteration 48Q: 3 clusters Score -2.202458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170701 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22024606.000000 Penalty: 5978.974121
	Iteration 49Q: 3 clusters Score -2.202461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -22024626.000000 Penalty: 5978.974121
	Iteration 50Q: 3 clusters Score -2.202463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22024648.000000 Penalty: 5978.974121
	Iteration 51Q: 3 clusters Score -2.202465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22024652.000000 Penalty: 5978.974121
	Iteration 52Q: 3 clusters Score -2.202465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170743 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22024636.000000 Penalty: 5978.974121
	Iteration 53Q: 3 clusters Score -2.202464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -22024630.000000 Penalty: 5978.974121
	Iteration 54Q: 3 clusters Score -2.202463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22024654.000000 Penalty: 5978.974121
	Iteration 55Q: 3 clusters Score -2.202465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22024654.000000 Penalty: 5978.974121
	Iteration 56Q: 3 clusters Score -2.202465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -22024638.000000 Penalty: 5978.974121
	Iteration 57Q: 3 clusters Score -2.202464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22024652.000000 Penalty: 5978.974121
	Iteration 58Q: 3 clusters Score -2.202465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22024686.000000 Penalty: 5978.974121
	Iteration 59Q: 3 clusters Score -2.202469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22024682.000000 Penalty: 5978.974121
	Iteration 60F: 3 clusters Score -2.202468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170783 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22024654.000000 Penalty: 5978.974121
	Iteration 61Q: 3 clusters Score -2.202465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170783 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22024660.000000 Penalty: 5978.974121
	Iteration 62Q: 3 clusters Score -2.202466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170786 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22024650.000000 Penalty: 5978.974121
	Iteration 63Q: 3 clusters Score -2.202465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -22024670.000000 Penalty: 5978.974121
	Iteration 64Q: 3 clusters Score -2.202467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22024672.000000 Penalty: 5978.974121
	Iteration 65Q: 3 clusters Score -2.202467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22024674.000000 Penalty: 5978.974121
	Iteration 66Q: 3 clusters Score -2.202467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22024702.000000 Penalty: 5978.974121
	Iteration 67Q: 3 clusters Score -2.20247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22024684.000000 Penalty: 5978.974121
	Iteration 68Q: 3 clusters Score -2.202468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22024684.000000 Penalty: 5978.974121
	Iteration 69Q: 3 clusters Score -2.202468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22024696.000000 Penalty: 5978.974121
	Iteration 70Q: 3 clusters Score -2.20247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22024696.000000 Penalty: 5978.974121
	Iteration 71F: 3 clusters Score -2.20247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Entering Unmasked Estep 
Score: -1274381.625000 Penalty: 2278.951416
	Iteration 0F: 2 clusters Score -1274382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1266822.000000 Penalty: 4557.902832
	Iteration 0F: 3 clusters Score -1266822 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1268938.000000 Penalty: 4557.902832
	Iteration 1F: 3 clusters Score -1268938 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1269207.250000 Penalty: 4557.902832
	Iteration 2F: 3 clusters Score -1269207 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1269420.375000 Penalty: 4557.902832
	Iteration 3Q: 3 clusters Score -1269420 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1269613.625000 Penalty: 4557.902832
	Iteration 4Q: 3 clusters Score -1269614 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1269798.625000 Penalty: 4557.902832
	Iteration 5Q: 3 clusters Score -1269799 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1269983.250000 Penalty: 4557.902832
	Iteration 6Q: 3 clusters Score -1269983 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1270196.500000 Penalty: 4557.902832
	Iteration 7Q: 3 clusters Score -1270196 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1270463.500000 Penalty: 4557.902832
	Iteration 8Q: 3 clusters Score -1270464 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1270765.750000 Penalty: 4557.902832
	Iteration 9Q: 3 clusters Score -1270766 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1271108.250000 Penalty: 4557.902832
	Iteration 10Q: 3 clusters Score -1271108 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1271449.875000 Penalty: 4557.902832
	Iteration 11Q: 3 clusters Score -1271450 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1271724.375000 Penalty: 4557.902832
	Iteration 12Q: 3 clusters Score -1271724 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1271904.375000 Penalty: 4557.902832
	Iteration 13Q: 3 clusters Score -1271904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1272040.625000 Penalty: 4557.902832
	Iteration 14Q: 3 clusters Score -1272041 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1272144.500000 Penalty: 4557.902832
	Iteration 15Q: 3 clusters Score -1272144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1272215.875000 Penalty: 4557.902832
	Iteration 16Q: 3 clusters Score -1272216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1272275.250000 Penalty: 4557.902832
	Iteration 17Q: 3 clusters Score -1272275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1272329.000000 Penalty: 4557.902832
	Iteration 18Q: 3 clusters Score -1272329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1272366.125000 Penalty: 4557.902832
	Iteration 19Q: 3 clusters Score -1272366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1272391.250000 Penalty: 4557.902832
	Iteration 20F: 3 clusters Score -1272391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1272420.875000 Penalty: 4557.902832
	Iteration 21Q: 3 clusters Score -1272421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1272447.250000 Penalty: 4557.902832
	Iteration 22Q: 3 clusters Score -1272447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1272466.750000 Penalty: 4557.902832
	Iteration 23Q: 3 clusters Score -1272467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1272485.250000 Penalty: 4557.902832
	Iteration 24Q: 3 clusters Score -1272485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1272504.625000 Penalty: 4557.902832
	Iteration 25Q: 3 clusters Score -1272505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1272520.250000 Penalty: 4557.902832
	Iteration 26Q: 3 clusters Score -1272520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1272539.375000 Penalty: 4557.902832
	Iteration 27Q: 3 clusters Score -1272539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1272546.375000 Penalty: 4557.902832
	Iteration 28Q: 3 clusters Score -1272546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1272549.500000 Penalty: 4557.902832
	Iteration 29Q: 3 clusters Score -1272550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1272551.500000 Penalty: 4557.902832
	Iteration 30Q: 3 clusters Score -1272552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1272554.375000 Penalty: 4557.902832
	Iteration 31Q: 3 clusters Score -1272554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1272559.500000 Penalty: 4557.902832
	Iteration 32Q: 3 clusters Score -1272560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1272564.250000 Penalty: 4557.902832
	Iteration 33Q: 3 clusters Score -1272564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1272565.000000 Penalty: 4557.902832
	Iteration 34Q: 3 clusters Score -1272565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1272570.750000 Penalty: 4557.902832
	Iteration 35Q: 3 clusters Score -1272571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1272571.500000 Penalty: 4557.902832
	Iteration 36Q: 3 clusters Score -1272572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1272575.125000 Penalty: 4557.902832
	Iteration 37Q: 3 clusters Score -1272575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1272573.750000 Penalty: 4557.902832
	Iteration 38Q: 3 clusters Score -1272574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1272573.750000 Penalty: 4557.902832
	Iteration 39F: 3 clusters Score -1272574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Entering Unmasked Estep 
Score: -1273637.750000 Penalty: 2299.129150
	Iteration 0F: 2 clusters Score -1273638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1265638.250000 Penalty: 4598.258301
	Iteration 0F: 3 clusters Score -1265638 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1268089.000000 Penalty: 4598.258301
	Iteration 1F: 3 clusters Score -1268089 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1268532.125000 Penalty: 4598.258301
	Iteration 2F: 3 clusters Score -1268532 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1268863.875000 Penalty: 4598.258301
	Iteration 3F: 3 clusters Score -1268864 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1269166.125000 Penalty: 4598.258301
	Iteration 4F: 3 clusters Score -1269166 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1269491.500000 Penalty: 4598.258301
	Iteration 5Q: 3 clusters Score -1269492 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1269933.000000 Penalty: 4598.258301
	Iteration 6F: 3 clusters Score -1269933 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1270609.125000 Penalty: 4598.258301
	Iteration 7F: 3 clusters Score -1270609 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1271377.625000 Penalty: 4598.258301
	Iteration 8F: 3 clusters Score -1271378 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1272223.250000 Penalty: 4598.258301
	Iteration 9F: 3 clusters Score -1272223 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1273073.000000 Penalty: 4598.258301
	Iteration 10F: 3 clusters Score -1273073 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1273755.625000 Penalty: 4598.258301
	Iteration 11Q: 3 clusters Score -1273756 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1274142.125000 Penalty: 4598.258301
	Iteration 12Q: 3 clusters Score -1274142 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1274296.500000 Penalty: 4598.258301
	Iteration 13Q: 3 clusters Score -1274296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1274358.125000 Penalty: 4598.258301
	Iteration 14Q: 3 clusters Score -1274358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1274395.250000 Penalty: 4598.258301
	Iteration 15Q: 3 clusters Score -1274395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1274407.750000 Penalty: 4598.258301
	Iteration 16Q: 3 clusters Score -1274408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1274418.000000 Penalty: 4598.258301
	Iteration 17Q: 3 clusters Score -1274418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1274423.750000 Penalty: 4598.258301
	Iteration 18Q: 3 clusters Score -1274424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1274427.375000 Penalty: 4598.258301
	Iteration 19Q: 3 clusters Score -1274427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1274431.375000 Penalty: 4598.258301
	Iteration 20F: 3 clusters Score -1274431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1274430.375000 Penalty: 4598.258301
	Iteration 21Q: 3 clusters Score -1274430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1274429.250000 Penalty: 4598.258301
	Iteration 22Q: 3 clusters Score -1274429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1274430.250000 Penalty: 4598.258301
	Iteration 23Q: 3 clusters Score -1274430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1274431.625000 Penalty: 4598.258301
	Iteration 24Q: 3 clusters Score -1274432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1274431.625000 Penalty: 4598.258301
	Iteration 25F: 3 clusters Score -1274432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 171851 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 23459 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 83078 members 
Mstep: Class 15 contains 183155 members 
Mstep: Class 17 contains 162626 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 21 contains 27445 members 
Entering Unmasked Estep 
Score: -98248616.000000 Penalty: 50478.558594
Splitting cluster 7 changes total score from -98248432.000000 to -98248616.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (23459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Entering Unmasked Estep 
Score: -3029045.250000 Penalty: 2495.626221
	Iteration 0F: 2 clusters Score -3029045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3012664.250000 Penalty: 4991.252441
	Iteration 0F: 3 clusters Score -3012664 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3018263.250000 Penalty: 4991.252441
	Iteration 1F: 3 clusters Score -3018263 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3018833.000000 Penalty: 4991.252441
	Iteration 2F: 3 clusters Score -3018833 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3019428.250000 Penalty: 4991.252441
	Iteration 3F: 3 clusters Score -3019428 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3020036.250000 Penalty: 4991.252441
	Iteration 4Q: 3 clusters Score -3020036 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3020681.000000 Penalty: 4991.252441
	Iteration 5Q: 3 clusters Score -3020681 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3021316.500000 Penalty: 4991.252441
	Iteration 6Q: 3 clusters Score -3021316 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3022002.250000 Penalty: 4991.252441
	Iteration 7F: 3 clusters Score -3022002 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3022713.000000 Penalty: 4991.252441
	Iteration 8F: 3 clusters Score -3022713 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3023501.250000 Penalty: 4991.252441
	Iteration 9F: 3 clusters Score -3023501 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3024226.500000 Penalty: 4991.252441
	Iteration 10F: 3 clusters Score -3024226 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3024671.000000 Penalty: 4991.252441
	Iteration 11Q: 3 clusters Score -3024671 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3024940.000000 Penalty: 4991.252441
	Iteration 12Q: 3 clusters Score -3024940 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3025091.500000 Penalty: 4991.252441
	Iteration 13Q: 3 clusters Score -3025092 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3025204.000000 Penalty: 4991.252441
	Iteration 14Q: 3 clusters Score -3025204 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3025326.250000 Penalty: 4991.252441
	Iteration 15Q: 3 clusters Score -3025326 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3025436.000000 Penalty: 4991.252441
	Iteration 16Q: 3 clusters Score -3025436 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3025577.500000 Penalty: 4991.252441
	Iteration 17Q: 3 clusters Score -3025578 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3025717.750000 Penalty: 4991.252441
	Iteration 18Q: 3 clusters Score -3025718 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3025853.750000 Penalty: 4991.252441
	Iteration 19Q: 3 clusters Score -3025854 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3025989.250000 Penalty: 4991.252441
	Iteration 20F: 3 clusters Score -3025989 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3026099.000000 Penalty: 4991.252441
	Iteration 21Q: 3 clusters Score -3026099 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3026198.250000 Penalty: 4991.252441
	Iteration 22Q: 3 clusters Score -3026198 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3026302.750000 Penalty: 4991.252441
	Iteration 23Q: 3 clusters Score -3026303 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3026369.500000 Penalty: 4991.252441
	Iteration 24Q: 3 clusters Score -3026370 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3026439.250000 Penalty: 4991.252441
	Iteration 25Q: 3 clusters Score -3026439 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3026496.250000 Penalty: 4991.252441
	Iteration 26Q: 3 clusters Score -3026496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3026543.000000 Penalty: 4991.252441
	Iteration 27Q: 3 clusters Score -3026543 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3026589.000000 Penalty: 4991.252441
	Iteration 28Q: 3 clusters Score -3026589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3026639.750000 Penalty: 4991.252441
	Iteration 29Q: 3 clusters Score -3026640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3026693.500000 Penalty: 4991.252441
	Iteration 30Q: 3 clusters Score -3026694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3026733.000000 Penalty: 4991.252441
	Iteration 31Q: 3 clusters Score -3026733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3026760.500000 Penalty: 4991.252441
	Iteration 32Q: 3 clusters Score -3026760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3026815.250000 Penalty: 4991.252441
	Iteration 33Q: 3 clusters Score -3026815 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3026857.000000 Penalty: 4991.252441
	Iteration 34Q: 3 clusters Score -3026857 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3026905.250000 Penalty: 4991.252441
	Iteration 35Q: 3 clusters Score -3026905 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3026936.000000 Penalty: 4991.252441
	Iteration 36Q: 3 clusters Score -3026936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3026976.500000 Penalty: 4991.252441
	Iteration 37Q: 3 clusters Score -3026976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3026993.750000 Penalty: 4991.252441
	Iteration 38Q: 3 clusters Score -3026994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3027029.000000 Penalty: 4991.252441
	Iteration 39Q: 3 clusters Score -3027029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3027064.000000 Penalty: 4991.252441
	Iteration 40F: 3 clusters Score -3027064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3027101.000000 Penalty: 4991.252441
	Iteration 41Q: 3 clusters Score -3027101 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3027136.000000 Penalty: 4991.252441
	Iteration 42Q: 3 clusters Score -3027136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3027173.250000 Penalty: 4991.252441
	Iteration 43Q: 3 clusters Score -3027173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3027191.000000 Penalty: 4991.252441
	Iteration 44Q: 3 clusters Score -3027191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3027212.500000 Penalty: 4991.252441
	Iteration 45Q: 3 clusters Score -3027212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3027239.000000 Penalty: 4991.252441
	Iteration 46Q: 3 clusters Score -3027239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3027248.500000 Penalty: 4991.252441
	Iteration 47Q: 3 clusters Score -3027248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3027264.250000 Penalty: 4991.252441
	Iteration 48Q: 3 clusters Score -3027264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3027275.250000 Penalty: 4991.252441
	Iteration 49Q: 3 clusters Score -3027275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3027284.500000 Penalty: 4991.252441
	Iteration 50Q: 3 clusters Score -3027284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3027287.500000 Penalty: 4991.252441
	Iteration 51Q: 3 clusters Score -3027288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3027297.500000 Penalty: 4991.252441
	Iteration 52Q: 3 clusters Score -3027298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3027306.250000 Penalty: 4991.252441
	Iteration 53Q: 3 clusters Score -3027306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3027310.500000 Penalty: 4991.252441
	Iteration 54Q: 3 clusters Score -3027310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3027309.000000 Penalty: 4991.252441
	Iteration 55Q: 3 clusters Score -3027309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3027313.750000 Penalty: 4991.252441
	Iteration 56Q: 3 clusters Score -3027314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3027315.250000 Penalty: 4991.252441
	Iteration 57Q: 3 clusters Score -3027315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3027314.500000 Penalty: 4991.252441
	Iteration 58Q: 3 clusters Score -3027314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3027317.250000 Penalty: 4991.252441
	Iteration 59Q: 3 clusters Score -3027317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3027317.250000 Penalty: 4991.252441
	Iteration 60F: 3 clusters Score -3027317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3027318.000000 Penalty: 4991.252441
	Iteration 61Q: 3 clusters Score -3027318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3027318.500000 Penalty: 4991.252441
	Iteration 62Q: 3 clusters Score -3027318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3027318.000000 Penalty: 4991.252441
	Iteration 63Q: 3 clusters Score -3027318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3027322.500000 Penalty: 4991.252441
	Iteration 64Q: 3 clusters Score -3027322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3027322.500000 Penalty: 4991.252441
	Iteration 65F: 3 clusters Score -3027322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -955805.000000 Penalty: 2207.031738
	Iteration 0F: 2 clusters Score -955805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -949799.437500 Penalty: 4414.063477
	Iteration 0F: 3 clusters Score -949799.4 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -951362.812500 Penalty: 4414.063477
	Iteration 1F: 3 clusters Score -951362.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -951603.500000 Penalty: 4414.063477
	Iteration 2F: 3 clusters Score -951603.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -951792.437500 Penalty: 4414.063477
	Iteration 3F: 3 clusters Score -951792.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -951941.000000 Penalty: 4414.063477
	Iteration 4Q: 3 clusters Score -951941 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -952076.625000 Penalty: 4414.063477
	Iteration 5Q: 3 clusters Score -952076.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -952208.250000 Penalty: 4414.063477
	Iteration 6Q: 3 clusters Score -952208.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -952339.875000 Penalty: 4414.063477
	Iteration 7Q: 3 clusters Score -952339.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -952496.187500 Penalty: 4414.063477
	Iteration 8Q: 3 clusters Score -952496.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -952659.000000 Penalty: 4414.063477
	Iteration 9Q: 3 clusters Score -952659 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -952837.562500 Penalty: 4414.063477
	Iteration 10Q: 3 clusters Score -952837.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -953020.812500 Penalty: 4414.063477
	Iteration 11Q: 3 clusters Score -953020.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -953214.625000 Penalty: 4414.063477
	Iteration 12Q: 3 clusters Score -953214.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -953387.312500 Penalty: 4414.063477
	Iteration 13Q: 3 clusters Score -953387.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -953507.312500 Penalty: 4414.063477
	Iteration 14Q: 3 clusters Score -953507.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -953608.750000 Penalty: 4414.063477
	Iteration 15Q: 3 clusters Score -953608.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -953679.187500 Penalty: 4414.063477
	Iteration 16Q: 3 clusters Score -953679.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -953729.312500 Penalty: 4414.063477
	Iteration 17Q: 3 clusters Score -953729.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -953762.625000 Penalty: 4414.063477
	Iteration 18Q: 3 clusters Score -953762.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -953776.937500 Penalty: 4414.063477
	Iteration 19Q: 3 clusters Score -953776.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -953789.125000 Penalty: 4414.063477
	Iteration 20F: 3 clusters Score -953789.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -953794.062500 Penalty: 4414.063477
	Iteration 21Q: 3 clusters Score -953794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -953796.812500 Penalty: 4414.063477
	Iteration 22Q: 3 clusters Score -953796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -953799.125000 Penalty: 4414.063477
	Iteration 23Q: 3 clusters Score -953799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -953802.562500 Penalty: 4414.063477
	Iteration 24Q: 3 clusters Score -953802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -953803.625000 Penalty: 4414.063477
	Iteration 25Q: 3 clusters Score -953803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -953808.562500 Penalty: 4414.063477
	Iteration 26Q: 3 clusters Score -953808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -953808.812500 Penalty: 4414.063477
	Iteration 27Q: 3 clusters Score -953808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -953812.562500 Penalty: 4414.063477
	Iteration 28Q: 3 clusters Score -953812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -953815.375000 Penalty: 4414.063477
	Iteration 29Q: 3 clusters Score -953815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -953820.312500 Penalty: 4414.063477
	Iteration 30Q: 3 clusters Score -953820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -953827.812500 Penalty: 4414.063477
	Iteration 31Q: 3 clusters Score -953827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -953830.937500 Penalty: 4414.063477
	Iteration 32Q: 3 clusters Score -953830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -953839.437500 Penalty: 4414.063477
	Iteration 33Q: 3 clusters Score -953839.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -953853.625000 Penalty: 4414.063477
	Iteration 34Q: 3 clusters Score -953853.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -953865.375000 Penalty: 4414.063477
	Iteration 35Q: 3 clusters Score -953865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -953875.187500 Penalty: 4414.063477
	Iteration 36Q: 3 clusters Score -953875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -953887.062500 Penalty: 4414.063477
	Iteration 37Q: 3 clusters Score -953887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -953896.500000 Penalty: 4414.063477
	Iteration 38Q: 3 clusters Score -953896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -953904.187500 Penalty: 4414.063477
	Iteration 39Q: 3 clusters Score -953904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -953911.187500 Penalty: 4414.063477
	Iteration 40F: 3 clusters Score -953911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -953919.625000 Penalty: 4414.063477
	Iteration 41Q: 3 clusters Score -953919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -953924.937500 Penalty: 4414.063477
	Iteration 42Q: 3 clusters Score -953924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -953927.062500 Penalty: 4414.063477
	Iteration 43Q: 3 clusters Score -953927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -953928.750000 Penalty: 4414.063477
	Iteration 44Q: 3 clusters Score -953928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -953930.875000 Penalty: 4414.063477
	Iteration 45Q: 3 clusters Score -953930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -953930.187500 Penalty: 4414.063477
	Iteration 46Q: 3 clusters Score -953930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -953930.250000 Penalty: 4414.063477
	Iteration 47Q: 3 clusters Score -953930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -953930.250000 Penalty: 4414.063477
	Iteration 48F: 3 clusters Score -953930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Entering Unmasked Estep 
Score: -2230534.000000 Penalty: 2418.805176
	Iteration 0F: 2 clusters Score -2230534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2218223.500000 Penalty: 4837.610352
	Iteration 0F: 3 clusters Score -2218224 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2222169.500000 Penalty: 4837.610352
	Iteration 1F: 3 clusters Score -2222170 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2222618.500000 Penalty: 4837.610352
	Iteration 2F: 3 clusters Score -2222618 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2223015.000000 Penalty: 4837.610352
	Iteration 3F: 3 clusters Score -2223015 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2223351.500000 Penalty: 4837.610352
	Iteration 4Q: 3 clusters Score -2223352 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2223681.000000 Penalty: 4837.610352
	Iteration 5Q: 3 clusters Score -2223681 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2224020.000000 Penalty: 4837.610352
	Iteration 6Q: 3 clusters Score -2224020 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2224423.250000 Penalty: 4837.610352
	Iteration 7Q: 3 clusters Score -2224423 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2224862.500000 Penalty: 4837.610352
	Iteration 8Q: 3 clusters Score -2224862 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2225371.000000 Penalty: 4837.610352
	Iteration 9Q: 3 clusters Score -2225371 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2225878.250000 Penalty: 4837.610352
	Iteration 10Q: 3 clusters Score -2225878 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2226389.250000 Penalty: 4837.610352
	Iteration 11Q: 3 clusters Score -2226389 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2226810.750000 Penalty: 4837.610352
	Iteration 12Q: 3 clusters Score -2226811 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2227100.750000 Penalty: 4837.610352
	Iteration 13Q: 3 clusters Score -2227101 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2227285.000000 Penalty: 4837.610352
	Iteration 14Q: 3 clusters Score -2227285 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2227409.250000 Penalty: 4837.610352
	Iteration 15Q: 3 clusters Score -2227409 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2227478.750000 Penalty: 4837.610352
	Iteration 16Q: 3 clusters Score -2227479 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2227541.750000 Penalty: 4837.610352
	Iteration 17Q: 3 clusters Score -2227542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2227592.750000 Penalty: 4837.610352
	Iteration 18Q: 3 clusters Score -2227593 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2227660.250000 Penalty: 4837.610352
	Iteration 19Q: 3 clusters Score -2227660 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2227712.250000 Penalty: 4837.610352
	Iteration 20F: 3 clusters Score -2227712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2227765.250000 Penalty: 4837.610352
	Iteration 21Q: 3 clusters Score -2227765 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2227799.500000 Penalty: 4837.610352
	Iteration 22Q: 3 clusters Score -2227800 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2227827.750000 Penalty: 4837.610352
	Iteration 23Q: 3 clusters Score -2227828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2227837.250000 Penalty: 4837.610352
	Iteration 24Q: 3 clusters Score -2227837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2227863.250000 Penalty: 4837.610352
	Iteration 25Q: 3 clusters Score -2227863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2227879.750000 Penalty: 4837.610352
	Iteration 26Q: 3 clusters Score -2227880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2227891.750000 Penalty: 4837.610352
	Iteration 27Q: 3 clusters Score -2227892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2227903.250000 Penalty: 4837.610352
	Iteration 28Q: 3 clusters Score -2227903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2227907.000000 Penalty: 4837.610352
	Iteration 29Q: 3 clusters Score -2227907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2227923.500000 Penalty: 4837.610352
	Iteration 30Q: 3 clusters Score -2227924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2227924.250000 Penalty: 4837.610352
	Iteration 31Q: 3 clusters Score -2227924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2227926.250000 Penalty: 4837.610352
	Iteration 32Q: 3 clusters Score -2227926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2227940.250000 Penalty: 4837.610352
	Iteration 33Q: 3 clusters Score -2227940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2227953.500000 Penalty: 4837.610352
	Iteration 34Q: 3 clusters Score -2227954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2227958.000000 Penalty: 4837.610352
	Iteration 35Q: 3 clusters Score -2227958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2227962.000000 Penalty: 4837.610352
	Iteration 36Q: 3 clusters Score -2227962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2227970.750000 Penalty: 4837.610352
	Iteration 37Q: 3 clusters Score -2227971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2227977.500000 Penalty: 4837.610352
	Iteration 38Q: 3 clusters Score -2227978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2227993.000000 Penalty: 4837.610352
	Iteration 39Q: 3 clusters Score -2227993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2227997.000000 Penalty: 4837.610352
	Iteration 40F: 3 clusters Score -2227997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2228011.750000 Penalty: 4837.610352
	Iteration 41Q: 3 clusters Score -2228012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2228025.750000 Penalty: 4837.610352
	Iteration 42Q: 3 clusters Score -2228026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2228038.000000 Penalty: 4837.610352
	Iteration 43Q: 3 clusters Score -2228038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2228045.750000 Penalty: 4837.610352
	Iteration 44Q: 3 clusters Score -2228046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2228055.250000 Penalty: 4837.610352
	Iteration 45Q: 3 clusters Score -2228055 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2228075.000000 Penalty: 4837.610352
	Iteration 46Q: 3 clusters Score -2228075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2228088.250000 Penalty: 4837.610352
	Iteration 47Q: 3 clusters Score -2228088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2228101.250000 Penalty: 4837.610352
	Iteration 48Q: 3 clusters Score -2228101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2228111.250000 Penalty: 4837.610352
	Iteration 49Q: 3 clusters Score -2228111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2228117.000000 Penalty: 4837.610352
	Iteration 50Q: 3 clusters Score -2228117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2228117.000000 Penalty: 4837.610352
	Iteration 51Q: 3 clusters Score -2228117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2228123.250000 Penalty: 4837.610352
	Iteration 52Q: 3 clusters Score -2228123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2228129.000000 Penalty: 4837.610352
	Iteration 53Q: 3 clusters Score -2228129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2228135.750000 Penalty: 4837.610352
	Iteration 54Q: 3 clusters Score -2228136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2228140.750000 Penalty: 4837.610352
	Iteration 55Q: 3 clusters Score -2228141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2228145.500000 Penalty: 4837.610352
	Iteration 56Q: 3 clusters Score -2228146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2228141.500000 Penalty: 4837.610352
	Iteration 57Q: 3 clusters Score -2228142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2228150.500000 Penalty: 4837.610352
	Iteration 58Q: 3 clusters Score -2228150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2228153.750000 Penalty: 4837.610352
	Iteration 59Q: 3 clusters Score -2228154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2228150.250000 Penalty: 4837.610352
	Iteration 60F: 3 clusters Score -2228150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2228156.250000 Penalty: 4837.610352
	Iteration 61Q: 3 clusters Score -2228156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2228162.750000 Penalty: 4837.610352
	Iteration 62Q: 3 clusters Score -2228163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2228177.000000 Penalty: 4837.610352
	Iteration 63Q: 3 clusters Score -2228177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2228185.750000 Penalty: 4837.610352
	Iteration 64Q: 3 clusters Score -2228186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2228185.000000 Penalty: 4837.610352
	Iteration 65Q: 3 clusters Score -2228185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2228190.500000 Penalty: 4837.610352
	Iteration 66Q: 3 clusters Score -2228190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2228199.250000 Penalty: 4837.610352
	Iteration 67Q: 3 clusters Score -2228199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2228207.500000 Penalty: 4837.610352
	Iteration 68Q: 3 clusters Score -2228208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2228210.750000 Penalty: 4837.610352
	Iteration 69Q: 3 clusters Score -2228211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2228212.250000 Penalty: 4837.610352
	Iteration 70Q: 3 clusters Score -2228212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2228215.000000 Penalty: 4837.610352
	Iteration 71Q: 3 clusters Score -2228215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2228222.000000 Penalty: 4837.610352
	Iteration 72Q: 3 clusters Score -2228222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2228229.250000 Penalty: 4837.610352
	Iteration 73Q: 3 clusters Score -2228229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2228233.250000 Penalty: 4837.610352
	Iteration 74Q: 3 clusters Score -2228233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2228238.500000 Penalty: 4837.610352
	Iteration 75Q: 3 clusters Score -2228238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2228249.250000 Penalty: 4837.610352
	Iteration 76Q: 3 clusters Score -2228249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2228258.750000 Penalty: 4837.610352
	Iteration 77Q: 3 clusters Score -2228259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2228265.250000 Penalty: 4837.610352
	Iteration 78Q: 3 clusters Score -2228265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2228275.250000 Penalty: 4837.610352
	Iteration 79Q: 3 clusters Score -2228275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2228279.500000 Penalty: 4837.610352
	Iteration 80F: 3 clusters Score -2228280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2228290.000000 Penalty: 4837.610352
	Iteration 81Q: 3 clusters Score -2228290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2228288.500000 Penalty: 4837.610352
	Iteration 82Q: 3 clusters Score -2228288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2228296.500000 Penalty: 4837.610352
	Iteration 83Q: 3 clusters Score -2228296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2228299.000000 Penalty: 4837.610352
	Iteration 84Q: 3 clusters Score -2228299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2228304.750000 Penalty: 4837.610352
	Iteration 85Q: 3 clusters Score -2228305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2228302.000000 Penalty: 4837.610352
	Iteration 86Q: 3 clusters Score -2228302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2228301.000000 Penalty: 4837.610352
	Iteration 87Q: 3 clusters Score -2228301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2228308.500000 Penalty: 4837.610352
	Iteration 88Q: 3 clusters Score -2228308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2228318.250000 Penalty: 4837.610352
	Iteration 89Q: 3 clusters Score -2228318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2228322.500000 Penalty: 4837.610352
	Iteration 90Q: 3 clusters Score -2228322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2228330.250000 Penalty: 4837.610352
	Iteration 91Q: 3 clusters Score -2228330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2228329.500000 Penalty: 4837.610352
	Iteration 92Q: 3 clusters Score -2228330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2228333.000000 Penalty: 4837.610352
	Iteration 93Q: 3 clusters Score -2228333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2228335.250000 Penalty: 4837.610352
	Iteration 94Q: 3 clusters Score -2228335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2228336.500000 Penalty: 4837.610352
	Iteration 95Q: 3 clusters Score -2228336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2228339.000000 Penalty: 4837.610352
	Iteration 96Q: 3 clusters Score -2228339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2228339.500000 Penalty: 4837.610352
	Iteration 97Q: 3 clusters Score -2228340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2228342.000000 Penalty: 4837.610352
	Iteration 98Q: 3 clusters Score -2228342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2228345.250000 Penalty: 4837.610352
	Iteration 99Q: 3 clusters Score -2228345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2228351.000000 Penalty: 4837.610352
	Iteration 100F: 3 clusters Score -2228351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2228353.250000 Penalty: 4837.610352
	Iteration 101Q: 3 clusters Score -2228353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2228356.000000 Penalty: 4837.610352
	Iteration 102Q: 3 clusters Score -2228356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2228354.750000 Penalty: 4837.610352
	Iteration 103Q: 3 clusters Score -2228355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2228359.250000 Penalty: 4837.610352
	Iteration 104Q: 3 clusters Score -2228359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2228359.250000 Penalty: 4837.610352
	Iteration 105Q: 3 clusters Score -2228359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2228365.250000 Penalty: 4837.610352
	Iteration 106Q: 3 clusters Score -2228365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2228373.000000 Penalty: 4837.610352
	Iteration 107Q: 3 clusters Score -2228373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2228371.500000 Penalty: 4837.610352
	Iteration 108Q: 3 clusters Score -2228372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2228378.250000 Penalty: 4837.610352
	Iteration 109Q: 3 clusters Score -2228378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2228384.750000 Penalty: 4837.610352
	Iteration 110Q: 3 clusters Score -2228385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2228393.000000 Penalty: 4837.610352
	Iteration 111Q: 3 clusters Score -2228393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2228400.000000 Penalty: 4837.610352
	Iteration 112Q: 3 clusters Score -2228400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2228403.500000 Penalty: 4837.610352
	Iteration 113Q: 3 clusters Score -2228404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2228402.500000 Penalty: 4837.610352
	Iteration 114Q: 3 clusters Score -2228402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2228404.000000 Penalty: 4837.610352
	Iteration 115Q: 3 clusters Score -2228404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2228401.000000 Penalty: 4837.610352
	Iteration 116Q: 3 clusters Score -2228401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2228404.500000 Penalty: 4837.610352
	Iteration 117Q: 3 clusters Score -2228404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2228406.750000 Penalty: 4837.610352
	Iteration 118Q: 3 clusters Score -2228407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2228407.000000 Penalty: 4837.610352
	Iteration 119Q: 3 clusters Score -2228407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2228409.500000 Penalty: 4837.610352
	Iteration 120F: 3 clusters Score -2228410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2228412.250000 Penalty: 4837.610352
	Iteration 121Q: 3 clusters Score -2228412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2228415.250000 Penalty: 4837.610352
	Iteration 122Q: 3 clusters Score -2228415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2228416.750000 Penalty: 4837.610352
	Iteration 123Q: 3 clusters Score -2228417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2228419.750000 Penalty: 4837.610352
	Iteration 124Q: 3 clusters Score -2228420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2228418.000000 Penalty: 4837.610352
	Iteration 125Q: 3 clusters Score -2228418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2228417.750000 Penalty: 4837.610352
	Iteration 126Q: 3 clusters Score -2228418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2228421.000000 Penalty: 4837.610352
	Iteration 127Q: 3 clusters Score -2228421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2228425.500000 Penalty: 4837.610352
	Iteration 128Q: 3 clusters Score -2228426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2228425.750000 Penalty: 4837.610352
	Iteration 129Q: 3 clusters Score -2228426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2228430.750000 Penalty: 4837.610352
	Iteration 130Q: 3 clusters Score -2228431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2228431.500000 Penalty: 4837.610352
	Iteration 131Q: 3 clusters Score -2228432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2228428.500000 Penalty: 4837.610352
	Iteration 132Q: 3 clusters Score -2228428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2228427.250000 Penalty: 4837.610352
	Iteration 133Q: 3 clusters Score -2228427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2228429.500000 Penalty: 4837.610352
	Iteration 134Q: 3 clusters Score -2228430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2228434.250000 Penalty: 4837.610352
	Iteration 135Q: 3 clusters Score -2228434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2228436.250000 Penalty: 4837.610352
	Iteration 136Q: 3 clusters Score -2228436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2228439.250000 Penalty: 4837.610352
	Iteration 137Q: 3 clusters Score -2228439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2228440.750000 Penalty: 4837.610352
	Iteration 138Q: 3 clusters Score -2228441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2228442.500000 Penalty: 4837.610352
	Iteration 139Q: 3 clusters Score -2228442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2228447.750000 Penalty: 4837.610352
	Iteration 140F: 3 clusters Score -2228448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2228450.250000 Penalty: 4837.610352
	Iteration 141Q: 3 clusters Score -2228450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2228455.750000 Penalty: 4837.610352
	Iteration 142Q: 3 clusters Score -2228456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2228455.250000 Penalty: 4837.610352
	Iteration 143Q: 3 clusters Score -2228455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2228454.750000 Penalty: 4837.610352
	Iteration 144Q: 3 clusters Score -2228455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2228452.250000 Penalty: 4837.610352
	Iteration 145Q: 3 clusters Score -2228452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2228452.250000 Penalty: 4837.610352
	Iteration 146F: 3 clusters Score -2228452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Entering Unmasked Estep 
Score: -284982.593750 Penalty: 1969.264771
	Iteration 0F: 2 clusters Score -284982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -282245.468750 Penalty: 3938.529541
	Iteration 0F: 3 clusters Score -282245.5 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -285617.500000 Penalty: 3938.529541
	Iteration 1F: 3 clusters Score -285617.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -287965.156250 Penalty: 3938.529541
	Iteration 2F: 3 clusters Score -287965.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289299.687500 Penalty: 3938.529541
	Iteration 3F: 3 clusters Score -289299.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -290013.250000 Penalty: 3938.529541
	Iteration 4Q: 3 clusters Score -290013.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290308.500000 Penalty: 3938.529541
	Iteration 5Q: 3 clusters Score -290308.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290491.437500 Penalty: 3938.529541
	Iteration 6Q: 3 clusters Score -290491.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -290505.468750 Penalty: 3938.529541
	Iteration 7Q: 3 clusters Score -290505.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290559.375000 Penalty: 3938.529541
	Iteration 8Q: 3 clusters Score -290559.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -290694.093750 Penalty: 3938.529541
	Iteration 9Q: 3 clusters Score -290694.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290776.968750 Penalty: 3938.529541
	Iteration 10Q: 3 clusters Score -290777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290783.375000 Penalty: 3938.529541
	Iteration 11Q: 3 clusters Score -290783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -290784.562500 Penalty: 3938.529541
	Iteration 12Q: 3 clusters Score -290784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -290784.718750 Penalty: 3938.529541
	Iteration 13Q: 3 clusters Score -290784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -290784.718750 Penalty: 3938.529541
	Iteration 14F: 3 clusters Score -290784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 171851 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 1178 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 23459 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 83078 members 
Mstep: Class 15 contains 183155 members 
Mstep: Class 17 contains 162626 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 21 contains 27445 members 
Entering Unmasked Estep 
Score: -98253224.000000 Penalty: 53843.792969
Splitting cluster 12 changes total score from -98248432.000000 to -98253224.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (17127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Entering Unmasked Estep 
Score: -2228892.750000 Penalty: 2417.605957
	Iteration 0F: 2 clusters Score -2228893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2216597.250000 Penalty: 4835.211914
	Iteration 0F: 3 clusters Score -2216597 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2220544.750000 Penalty: 4835.211914
	Iteration 1F: 3 clusters Score -2220545 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2220847.500000 Penalty: 4835.211914
	Iteration 2F: 3 clusters Score -2220848 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2221049.000000 Penalty: 4835.211914
	Iteration 3Q: 3 clusters Score -2221049 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2221233.500000 Penalty: 4835.211914
	Iteration 4Q: 3 clusters Score -2221234 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2221412.750000 Penalty: 4835.211914
	Iteration 5Q: 3 clusters Score -2221413 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2221550.500000 Penalty: 4835.211914
	Iteration 6Q: 3 clusters Score -2221550 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2221685.500000 Penalty: 4835.211914
	Iteration 7Q: 3 clusters Score -2221686 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2221835.000000 Penalty: 4835.211914
	Iteration 8Q: 3 clusters Score -2221835 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2222012.250000 Penalty: 4835.211914
	Iteration 9Q: 3 clusters Score -2222012 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2222221.000000 Penalty: 4835.211914
	Iteration 10Q: 3 clusters Score -2222221 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2222511.500000 Penalty: 4835.211914
	Iteration 11Q: 3 clusters Score -2222512 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2222900.500000 Penalty: 4835.211914
	Iteration 12Q: 3 clusters Score -2222900 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2223402.250000 Penalty: 4835.211914
	Iteration 13Q: 3 clusters Score -2223402 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2223958.750000 Penalty: 4835.211914
	Iteration 14Q: 3 clusters Score -2223959 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2224575.250000 Penalty: 4835.211914
	Iteration 15Q: 3 clusters Score -2224575 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2225159.500000 Penalty: 4835.211914
	Iteration 16Q: 3 clusters Score -2225160 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2225644.000000 Penalty: 4835.211914
	Iteration 17Q: 3 clusters Score -2225644 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2226034.000000 Penalty: 4835.211914
	Iteration 18Q: 3 clusters Score -2226034 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2226293.000000 Penalty: 4835.211914
	Iteration 19Q: 3 clusters Score -2226293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2226432.250000 Penalty: 4835.211914
	Iteration 20F: 3 clusters Score -2226432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2226534.250000 Penalty: 4835.211914
	Iteration 21Q: 3 clusters Score -2226534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2226603.250000 Penalty: 4835.211914
	Iteration 22Q: 3 clusters Score -2226603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2226654.500000 Penalty: 4835.211914
	Iteration 23Q: 3 clusters Score -2226654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2226688.250000 Penalty: 4835.211914
	Iteration 24Q: 3 clusters Score -2226688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2226719.000000 Penalty: 4835.211914
	Iteration 25Q: 3 clusters Score -2226719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2226744.250000 Penalty: 4835.211914
	Iteration 26Q: 3 clusters Score -2226744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2226753.750000 Penalty: 4835.211914
	Iteration 27Q: 3 clusters Score -2226754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2226762.250000 Penalty: 4835.211914
	Iteration 28Q: 3 clusters Score -2226762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2226765.250000 Penalty: 4835.211914
	Iteration 29Q: 3 clusters Score -2226765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2226769.250000 Penalty: 4835.211914
	Iteration 30Q: 3 clusters Score -2226769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2226778.750000 Penalty: 4835.211914
	Iteration 31Q: 3 clusters Score -2226779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2226784.250000 Penalty: 4835.211914
	Iteration 32Q: 3 clusters Score -2226784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2226792.500000 Penalty: 4835.211914
	Iteration 33Q: 3 clusters Score -2226792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2226797.000000 Penalty: 4835.211914
	Iteration 34Q: 3 clusters Score -2226797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2226803.750000 Penalty: 4835.211914
	Iteration 35Q: 3 clusters Score -2226804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2226808.750000 Penalty: 4835.211914
	Iteration 36Q: 3 clusters Score -2226809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2226813.250000 Penalty: 4835.211914
	Iteration 37Q: 3 clusters Score -2226813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2226822.000000 Penalty: 4835.211914
	Iteration 38Q: 3 clusters Score -2226822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2226823.750000 Penalty: 4835.211914
	Iteration 39Q: 3 clusters Score -2226824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2226828.250000 Penalty: 4835.211914
	Iteration 40F: 3 clusters Score -2226828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2226828.000000 Penalty: 4835.211914
	Iteration 41Q: 3 clusters Score -2226828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2226829.000000 Penalty: 4835.211914
	Iteration 42Q: 3 clusters Score -2226829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2226831.250000 Penalty: 4835.211914
	Iteration 43Q: 3 clusters Score -2226831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2226834.250000 Penalty: 4835.211914
	Iteration 44Q: 3 clusters Score -2226834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2226834.250000 Penalty: 4835.211914
	Iteration 45F: 3 clusters Score -2226834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (83078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Entering Unmasked Estep 
Score: -10603147.000000 Penalty: 2809.228760
	Iteration 0F: 2 clusters Score -1.060315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -10547419.000000 Penalty: 5618.457520
	Iteration 0F: 3 clusters Score -1.054742e+07 nChanged 39060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -10569498.000000 Penalty: 5618.457520
	Iteration 1F: 3 clusters Score -1.05695e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -10570028.000000 Penalty: 5618.457520
	Iteration 2Q: 3 clusters Score -1.057003e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -10570600.000000 Penalty: 5618.457520
	Iteration 3Q: 3 clusters Score -1.05706e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -10571347.000000 Penalty: 5618.457520
	Iteration 4Q: 3 clusters Score -1.057135e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -10572283.000000 Penalty: 5618.457520
	Iteration 5Q: 3 clusters Score -1.057228e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -10573775.000000 Penalty: 5618.457520
	Iteration 6Q: 3 clusters Score -1.057378e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -10576042.000000 Penalty: 5618.457520
	Iteration 7F: 3 clusters Score -1.057604e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -10579905.000000 Penalty: 5618.457520
	Iteration 8F: 3 clusters Score -1.05799e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -10585183.000000 Penalty: 5618.457520
	Iteration 9F: 3 clusters Score -1.058518e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -10590695.000000 Penalty: 5618.457520
	Iteration 10F: 3 clusters Score -1.05907e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -10594074.000000 Penalty: 5618.457520
	Iteration 11F: 3 clusters Score -1.059407e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -10595756.000000 Penalty: 5618.457520
	Iteration 12Q: 3 clusters Score -1.059576e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -10596961.000000 Penalty: 5618.457520
	Iteration 13Q: 3 clusters Score -1.059696e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -10597921.000000 Penalty: 5618.457520
	Iteration 14Q: 3 clusters Score -1.059792e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -10598619.000000 Penalty: 5618.457520
	Iteration 15Q: 3 clusters Score -1.059862e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -10599073.000000 Penalty: 5618.457520
	Iteration 16Q: 3 clusters Score -1.059907e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -10599427.000000 Penalty: 5618.457520
	Iteration 17Q: 3 clusters Score -1.059943e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -10599665.000000 Penalty: 5618.457520
	Iteration 18Q: 3 clusters Score -1.059966e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -10599900.000000 Penalty: 5618.457520
	Iteration 19Q: 3 clusters Score -1.05999e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -10600040.000000 Penalty: 5618.457520
	Iteration 20F: 3 clusters Score -1.060004e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -10600100.000000 Penalty: 5618.457520
	Iteration 21Q: 3 clusters Score -1.06001e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -10600219.000000 Penalty: 5618.457520
	Iteration 22Q: 3 clusters Score -1.060022e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -10600308.000000 Penalty: 5618.457520
	Iteration 23Q: 3 clusters Score -1.060031e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -10600363.000000 Penalty: 5618.457520
	Iteration 24Q: 3 clusters Score -1.060036e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -10600420.000000 Penalty: 5618.457520
	Iteration 25Q: 3 clusters Score -1.060042e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -10600477.000000 Penalty: 5618.457520
	Iteration 26Q: 3 clusters Score -1.060048e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -10600555.000000 Penalty: 5618.457520
	Iteration 27Q: 3 clusters Score -1.060056e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -10600619.000000 Penalty: 5618.457520
	Iteration 28Q: 3 clusters Score -1.060062e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -10600733.000000 Penalty: 5618.457520
	Iteration 29Q: 3 clusters Score -1.060073e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -10600769.000000 Penalty: 5618.457520
	Iteration 30Q: 3 clusters Score -1.060077e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -10600824.000000 Penalty: 5618.457520
	Iteration 31Q: 3 clusters Score -1.060082e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -10600876.000000 Penalty: 5618.457520
	Iteration 32Q: 3 clusters Score -1.060088e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -10600937.000000 Penalty: 5618.457520
	Iteration 33Q: 3 clusters Score -1.060094e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -10600965.000000 Penalty: 5618.457520
	Iteration 34Q: 3 clusters Score -1.060096e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -10601002.000000 Penalty: 5618.457520
	Iteration 35Q: 3 clusters Score -1.0601e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -10600992.000000 Penalty: 5618.457520
	Iteration 36Q: 3 clusters Score -1.060099e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -10601012.000000 Penalty: 5618.457520
	Iteration 37Q: 3 clusters Score -1.060101e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -10601050.000000 Penalty: 5618.457520
	Iteration 38Q: 3 clusters Score -1.060105e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -10601073.000000 Penalty: 5618.457520
	Iteration 39Q: 3 clusters Score -1.060107e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 68803 members 
Entering Unmasked Estep 
Score: -10601094.000000 Penalty: 5618.457520
	Iteration 40F: 3 clusters Score -1.060109e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -10601087.000000 Penalty: 5618.457520
	Iteration 41Q: 3 clusters Score -1.060109e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -10601087.000000 Penalty: 5618.457520
	Iteration 42Q: 3 clusters Score -1.060109e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -10601086.000000 Penalty: 5618.457520
	Iteration 43Q: 3 clusters Score -1.060109e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -10601093.000000 Penalty: 5618.457520
	Iteration 44Q: 3 clusters Score -1.060109e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -10601106.000000 Penalty: 5618.457520
	Iteration 45Q: 3 clusters Score -1.060111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -10601126.000000 Penalty: 5618.457520
	Iteration 46Q: 3 clusters Score -1.060113e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -10601118.000000 Penalty: 5618.457520
	Iteration 47Q: 3 clusters Score -1.060112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -10601133.000000 Penalty: 5618.457520
	Iteration 48Q: 3 clusters Score -1.060113e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -10601135.000000 Penalty: 5618.457520
	Iteration 49Q: 3 clusters Score -1.060114e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -10601147.000000 Penalty: 5618.457520
	Iteration 50Q: 3 clusters Score -1.060115e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -10601148.000000 Penalty: 5618.457520
	Iteration 51Q: 3 clusters Score -1.060115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -10601200.000000 Penalty: 5618.457520
	Iteration 52Q: 3 clusters Score -1.06012e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -10601208.000000 Penalty: 5618.457520
	Iteration 53Q: 3 clusters Score -1.060121e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -10601212.000000 Penalty: 5618.457520
	Iteration 54Q: 3 clusters Score -1.060121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -10601253.000000 Penalty: 5618.457520
	Iteration 55Q: 3 clusters Score -1.060125e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -10601279.000000 Penalty: 5618.457520
	Iteration 56Q: 3 clusters Score -1.060128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
Score: -10601249.000000 Penalty: 5618.457520
	Iteration 57Q: 3 clusters Score -1.060125e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -10601252.000000 Penalty: 5618.457520
	Iteration 58Q: 3 clusters Score -1.060125e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -10601253.000000 Penalty: 5618.457520
	Iteration 59Q: 3 clusters Score -1.060125e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -10601252.000000 Penalty: 5618.457520
	Iteration 60F: 3 clusters Score -1.060125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -10601233.000000 Penalty: 5618.457520
	Iteration 61Q: 3 clusters Score -1.060123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -10601239.000000 Penalty: 5618.457520
	Iteration 62Q: 3 clusters Score -1.060124e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -10601236.000000 Penalty: 5618.457520
	Iteration 63Q: 3 clusters Score -1.060124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -10601274.000000 Penalty: 5618.457520
	Iteration 64Q: 3 clusters Score -1.060127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -10601272.000000 Penalty: 5618.457520
	Iteration 65Q: 3 clusters Score -1.060127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -10601247.000000 Penalty: 5618.457520
	Iteration 66Q: 3 clusters Score -1.060125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -10601241.000000 Penalty: 5618.457520
	Iteration 67Q: 3 clusters Score -1.060124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -10601239.000000 Penalty: 5618.457520
	Iteration 68Q: 3 clusters Score -1.060124e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -10601230.000000 Penalty: 5618.457520
	Iteration 69Q: 3 clusters Score -1.060123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -10601252.000000 Penalty: 5618.457520
	Iteration 70Q: 3 clusters Score -1.060125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -10601249.000000 Penalty: 5618.457520
	Iteration 71Q: 3 clusters Score -1.060125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -10601234.000000 Penalty: 5618.457520
	Iteration 72Q: 3 clusters Score -1.060123e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -10601227.000000 Penalty: 5618.457520
	Iteration 73Q: 3 clusters Score -1.060123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -10601244.000000 Penalty: 5618.457520
	Iteration 74Q: 3 clusters Score -1.060124e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -10601284.000000 Penalty: 5618.457520
	Iteration 75Q: 3 clusters Score -1.060128e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -10601279.000000 Penalty: 5618.457520
	Iteration 76Q: 3 clusters Score -1.060128e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -10601285.000000 Penalty: 5618.457520
	Iteration 77Q: 3 clusters Score -1.060128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -10601274.000000 Penalty: 5618.457520
	Iteration 78Q: 3 clusters Score -1.060127e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -10601284.000000 Penalty: 5618.457520
	Iteration 79Q: 3 clusters Score -1.060128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -10601268.000000 Penalty: 5618.457520
	Iteration 80F: 3 clusters Score -1.060127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -10601258.000000 Penalty: 5618.457520
	Iteration 81Q: 3 clusters Score -1.060126e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -10601278.000000 Penalty: 5618.457520
	Iteration 82Q: 3 clusters Score -1.060128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -10601286.000000 Penalty: 5618.457520
	Iteration 83Q: 3 clusters Score -1.060129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -10601293.000000 Penalty: 5618.457520
	Iteration 84Q: 3 clusters Score -1.060129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -10601299.000000 Penalty: 5618.457520
	Iteration 85Q: 3 clusters Score -1.06013e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -10601288.000000 Penalty: 5618.457520
	Iteration 86Q: 3 clusters Score -1.060129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -10601285.000000 Penalty: 5618.457520
	Iteration 87Q: 3 clusters Score -1.060128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -10601287.000000 Penalty: 5618.457520
	Iteration 88Q: 3 clusters Score -1.060129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -10601279.000000 Penalty: 5618.457520
	Iteration 89Q: 3 clusters Score -1.060128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -10601270.000000 Penalty: 5618.457520
	Iteration 90Q: 3 clusters Score -1.060127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -10601277.000000 Penalty: 5618.457520
	Iteration 91Q: 3 clusters Score -1.060128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
Score: -10601263.000000 Penalty: 5618.457520
	Iteration 92Q: 3 clusters Score -1.060126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -10601278.000000 Penalty: 5618.457520
	Iteration 93Q: 3 clusters Score -1.060128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -10601284.000000 Penalty: 5618.457520
	Iteration 94Q: 3 clusters Score -1.060128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -10601294.000000 Penalty: 5618.457520
	Iteration 95Q: 3 clusters Score -1.060129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -10601291.000000 Penalty: 5618.457520
	Iteration 96Q: 3 clusters Score -1.060129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -10601297.000000 Penalty: 5618.457520
	Iteration 97Q: 3 clusters Score -1.06013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -10601291.000000 Penalty: 5618.457520
	Iteration 98Q: 3 clusters Score -1.060129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -10601296.000000 Penalty: 5618.457520
	Iteration 99Q: 3 clusters Score -1.06013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -10601301.000000 Penalty: 5618.457520
	Iteration 100F: 3 clusters Score -1.06013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -10601304.000000 Penalty: 5618.457520
	Iteration 101Q: 3 clusters Score -1.06013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -10601309.000000 Penalty: 5618.457520
	Iteration 102Q: 3 clusters Score -1.060131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -10601307.000000 Penalty: 5618.457520
	Iteration 103Q: 3 clusters Score -1.060131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -10601328.000000 Penalty: 5618.457520
	Iteration 104Q: 3 clusters Score -1.060133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -10601323.000000 Penalty: 5618.457520
	Iteration 105Q: 3 clusters Score -1.060132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -10601333.000000 Penalty: 5618.457520
	Iteration 106Q: 3 clusters Score -1.060133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -10601348.000000 Penalty: 5618.457520
	Iteration 107Q: 3 clusters Score -1.060135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -10601339.000000 Penalty: 5618.457520
	Iteration 108Q: 3 clusters Score -1.060134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -10601346.000000 Penalty: 5618.457520
	Iteration 109Q: 3 clusters Score -1.060135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -10601345.000000 Penalty: 5618.457520
	Iteration 110Q: 3 clusters Score -1.060134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -10601351.000000 Penalty: 5618.457520
	Iteration 111Q: 3 clusters Score -1.060135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -10601360.000000 Penalty: 5618.457520
	Iteration 112Q: 3 clusters Score -1.060136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -10601360.000000 Penalty: 5618.457520
	Iteration 113Q: 3 clusters Score -1.060136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -10601356.000000 Penalty: 5618.457520
	Iteration 114Q: 3 clusters Score -1.060136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -10601351.000000 Penalty: 5618.457520
	Iteration 115Q: 3 clusters Score -1.060135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -10601349.000000 Penalty: 5618.457520
	Iteration 116Q: 3 clusters Score -1.060135e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -10601340.000000 Penalty: 5618.457520
	Iteration 117Q: 3 clusters Score -1.060134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -10601326.000000 Penalty: 5618.457520
	Iteration 118Q: 3 clusters Score -1.060133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -10601318.000000 Penalty: 5618.457520
	Iteration 119Q: 3 clusters Score -1.060132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -10601298.000000 Penalty: 5618.457520
	Iteration 120F: 3 clusters Score -1.06013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -10601301.000000 Penalty: 5618.457520
	Iteration 121Q: 3 clusters Score -1.06013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -10601306.000000 Penalty: 5618.457520
	Iteration 122Q: 3 clusters Score -1.060131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -10601304.000000 Penalty: 5618.457520
	Iteration 123Q: 3 clusters Score -1.06013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -10601306.000000 Penalty: 5618.457520
	Iteration 124Q: 3 clusters Score -1.060131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -10601329.000000 Penalty: 5618.457520
	Iteration 125Q: 3 clusters Score -1.060133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -10601323.000000 Penalty: 5618.457520
	Iteration 126Q: 3 clusters Score -1.060132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -10601331.000000 Penalty: 5618.457520
	Iteration 127Q: 3 clusters Score -1.060133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -10601331.000000 Penalty: 5618.457520
	Iteration 128Q: 3 clusters Score -1.060133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -10601335.000000 Penalty: 5618.457520
	Iteration 129Q: 3 clusters Score -1.060134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -10601332.000000 Penalty: 5618.457520
	Iteration 130Q: 3 clusters Score -1.060133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -10601339.000000 Penalty: 5618.457520
	Iteration 131Q: 3 clusters Score -1.060134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -10601346.000000 Penalty: 5618.457520
	Iteration 132Q: 3 clusters Score -1.060135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -10601334.000000 Penalty: 5618.457520
	Iteration 133Q: 3 clusters Score -1.060133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -10601341.000000 Penalty: 5618.457520
	Iteration 134Q: 3 clusters Score -1.060134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -10601334.000000 Penalty: 5618.457520
	Iteration 135Q: 3 clusters Score -1.060133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -10601335.000000 Penalty: 5618.457520
	Iteration 136Q: 3 clusters Score -1.060134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -10601335.000000 Penalty: 5618.457520
	Iteration 137Q: 3 clusters Score -1.060134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -10601329.000000 Penalty: 5618.457520
	Iteration 138Q: 3 clusters Score -1.060133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -10601328.000000 Penalty: 5618.457520
	Iteration 139Q: 3 clusters Score -1.060133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -10601331.000000 Penalty: 5618.457520
	Iteration 140F: 3 clusters Score -1.060133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (183155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183155 members 
Entering Unmasked Estep 
Score: -23421284.000000 Penalty: 3005.285645
	Iteration 0F: 2 clusters Score -2.342128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -23303980.000000 Penalty: 6010.571289
	Iteration 0F: 3 clusters Score -2.330398e+07 nChanged 88095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -23356166.000000 Penalty: 6010.571289
	Iteration 1F: 3 clusters Score -2.335617e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -23357788.000000 Penalty: 6010.571289
	Iteration 2Q: 3 clusters Score -2.335779e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -23359868.000000 Penalty: 6010.571289
	Iteration 3Q: 3 clusters Score -2.335987e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -23363144.000000 Penalty: 6010.571289
	Iteration 4Q: 3 clusters Score -2.336314e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 99284 members 
Entering Unmasked Estep 
Score: -23367570.000000 Penalty: 6010.571289
	Iteration 5Q: 3 clusters Score -2.336757e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -23373198.000000 Penalty: 6010.571289
	Iteration 6F: 3 clusters Score -2.33732e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -23380590.000000 Penalty: 6010.571289
	Iteration 7F: 3 clusters Score -2.338059e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -23388638.000000 Penalty: 6010.571289
	Iteration 8F: 3 clusters Score -2.338864e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83068 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -23395474.000000 Penalty: 6010.571289
	Iteration 9F: 3 clusters Score -2.339547e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -23399730.000000 Penalty: 6010.571289
	Iteration 10Q: 3 clusters Score -2.339973e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 97043 members 
Entering Unmasked Estep 
Score: -23401578.000000 Penalty: 6010.571289
	Iteration 11Q: 3 clusters Score -2.340158e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -23402310.000000 Penalty: 6010.571289
	Iteration 12Q: 3 clusters Score -2.340231e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 94208 members 
Entering Unmasked Estep 
Score: -23403150.000000 Penalty: 6010.571289
	Iteration 13Q: 3 clusters Score -2.340315e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -23403686.000000 Penalty: 6010.571289
	Iteration 14Q: 3 clusters Score -2.340369e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -23404308.000000 Penalty: 6010.571289
	Iteration 15Q: 3 clusters Score -2.340431e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -23405042.000000 Penalty: 6010.571289
	Iteration 16Q: 3 clusters Score -2.340504e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -23405636.000000 Penalty: 6010.571289
	Iteration 17Q: 3 clusters Score -2.340564e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -23406292.000000 Penalty: 6010.571289
	Iteration 18Q: 3 clusters Score -2.340629e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -23407104.000000 Penalty: 6010.571289
	Iteration 19Q: 3 clusters Score -2.34071e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -23407924.000000 Penalty: 6010.571289
	Iteration 20F: 3 clusters Score -2.340792e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104991 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -23408594.000000 Penalty: 6010.571289
	Iteration 21Q: 3 clusters Score -2.340859e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -23409324.000000 Penalty: 6010.571289
	Iteration 22Q: 3 clusters Score -2.340932e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109844 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -23409942.000000 Penalty: 6010.571289
	Iteration 23Q: 3 clusters Score -2.340994e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -23410820.000000 Penalty: 6010.571289
	Iteration 24Q: 3 clusters Score -2.341082e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114884 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -23411478.000000 Penalty: 6010.571289
	Iteration 25Q: 3 clusters Score -2.341148e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117435 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -23412146.000000 Penalty: 6010.571289
	Iteration 26Q: 3 clusters Score -2.341215e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -23412876.000000 Penalty: 6010.571289
	Iteration 27Q: 3 clusters Score -2.341288e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 60599 members 
Entering Unmasked Estep 
Score: -23413456.000000 Penalty: 6010.571289
	Iteration 28Q: 3 clusters Score -2.341346e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -23414034.000000 Penalty: 6010.571289
	Iteration 29Q: 3 clusters Score -2.341403e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -23414494.000000 Penalty: 6010.571289
	Iteration 30Q: 3 clusters Score -2.341449e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -23415072.000000 Penalty: 6010.571289
	Iteration 31Q: 3 clusters Score -2.341507e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132978 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -23415714.000000 Penalty: 6010.571289
	Iteration 32Q: 3 clusters Score -2.341571e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135393 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -23416220.000000 Penalty: 6010.571289
	Iteration 33Q: 3 clusters Score -2.341622e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -23416870.000000 Penalty: 6010.571289
	Iteration 34Q: 3 clusters Score -2.341687e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -23417300.000000 Penalty: 6010.571289
	Iteration 35Q: 3 clusters Score -2.34173e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142545 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -23417782.000000 Penalty: 6010.571289
	Iteration 36Q: 3 clusters Score -2.341778e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144842 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -23418338.000000 Penalty: 6010.571289
	Iteration 37Q: 3 clusters Score -2.341834e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -23419068.000000 Penalty: 6010.571289
	Iteration 38Q: 3 clusters Score -2.341907e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -23419400.000000 Penalty: 6010.571289
	Iteration 39Q: 3 clusters Score -2.34194e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -23419874.000000 Penalty: 6010.571289
	Iteration 40F: 3 clusters Score -2.341987e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153534 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -23420454.000000 Penalty: 6010.571289
	Iteration 41Q: 3 clusters Score -2.342045e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -23420934.000000 Penalty: 6010.571289
	Iteration 42Q: 3 clusters Score -2.342093e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -23421226.000000 Penalty: 6010.571289
	Iteration 43Q: 3 clusters Score -2.342123e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159031 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -23421460.000000 Penalty: 6010.571289
	Iteration 44Q: 3 clusters Score -2.342146e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160572 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -23421878.000000 Penalty: 6010.571289
	Iteration 45Q: 3 clusters Score -2.342188e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162045 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -23422104.000000 Penalty: 6010.571289
	Iteration 46Q: 3 clusters Score -2.34221e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163403 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -23422264.000000 Penalty: 6010.571289
	Iteration 47Q: 3 clusters Score -2.342226e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164701 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -23422418.000000 Penalty: 6010.571289
	Iteration 48Q: 3 clusters Score -2.342242e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -23422672.000000 Penalty: 6010.571289
	Iteration 49Q: 3 clusters Score -2.342267e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -23422958.000000 Penalty: 6010.571289
	Iteration 50Q: 3 clusters Score -2.342296e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168288 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -23423118.000000 Penalty: 6010.571289
	Iteration 51Q: 3 clusters Score -2.342312e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -23423124.000000 Penalty: 6010.571289
	Iteration 52Q: 3 clusters Score -2.342312e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -23423134.000000 Penalty: 6010.571289
	Iteration 53Q: 3 clusters Score -2.342313e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -23423234.000000 Penalty: 6010.571289
	Iteration 54Q: 3 clusters Score -2.342323e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -23423218.000000 Penalty: 6010.571289
	Iteration 55Q: 3 clusters Score -2.342322e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -23423148.000000 Penalty: 6010.571289
	Iteration 56Q: 3 clusters Score -2.342315e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173117 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -23423118.000000 Penalty: 6010.571289
	Iteration 57Q: 3 clusters Score -2.342312e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173655 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -23423180.000000 Penalty: 6010.571289
	Iteration 58Q: 3 clusters Score -2.342318e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174152 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -23423222.000000 Penalty: 6010.571289
	Iteration 59Q: 3 clusters Score -2.342322e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174593 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -23423280.000000 Penalty: 6010.571289
	Iteration 60F: 3 clusters Score -2.342328e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -23423188.000000 Penalty: 6010.571289
	Iteration 61Q: 3 clusters Score -2.342319e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175333 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -23423066.000000 Penalty: 6010.571289
	Iteration 62Q: 3 clusters Score -2.342307e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -23423080.000000 Penalty: 6010.571289
	Iteration 63Q: 3 clusters Score -2.342308e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -23422996.000000 Penalty: 6010.571289
	Iteration 64Q: 3 clusters Score -2.3423e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176094 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -23422954.000000 Penalty: 6010.571289
	Iteration 65Q: 3 clusters Score -2.342295e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -23422938.000000 Penalty: 6010.571289
	Iteration 66Q: 3 clusters Score -2.342294e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176480 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -23422966.000000 Penalty: 6010.571289
	Iteration 67Q: 3 clusters Score -2.342297e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176623 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -23422920.000000 Penalty: 6010.571289
	Iteration 68Q: 3 clusters Score -2.342292e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176753 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -23422898.000000 Penalty: 6010.571289
	Iteration 69Q: 3 clusters Score -2.34229e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176876 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -23422896.000000 Penalty: 6010.571289
	Iteration 70Q: 3 clusters Score -2.34229e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176995 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -23422892.000000 Penalty: 6010.571289
	Iteration 71Q: 3 clusters Score -2.342289e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177105 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -23422848.000000 Penalty: 6010.571289
	Iteration 72Q: 3 clusters Score -2.342285e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -23422846.000000 Penalty: 6010.571289
	Iteration 73Q: 3 clusters Score -2.342285e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177298 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -23422822.000000 Penalty: 6010.571289
	Iteration 74Q: 3 clusters Score -2.342282e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177401 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -23422856.000000 Penalty: 6010.571289
	Iteration 75Q: 3 clusters Score -2.342286e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177520 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -23422862.000000 Penalty: 6010.571289
	Iteration 76Q: 3 clusters Score -2.342286e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -23422840.000000 Penalty: 6010.571289
	Iteration 77Q: 3 clusters Score -2.342284e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177697 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -23422864.000000 Penalty: 6010.571289
	Iteration 78Q: 3 clusters Score -2.342286e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177768 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -23422820.000000 Penalty: 6010.571289
	Iteration 79Q: 3 clusters Score -2.342282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177843 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -23422808.000000 Penalty: 6010.571289
	Iteration 80F: 3 clusters Score -2.342281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -23422752.000000 Penalty: 6010.571289
	Iteration 81Q: 3 clusters Score -2.342275e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177978 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -23422772.000000 Penalty: 6010.571289
	Iteration 82Q: 3 clusters Score -2.342277e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -23422718.000000 Penalty: 6010.571289
	Iteration 83Q: 3 clusters Score -2.342272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -23422678.000000 Penalty: 6010.571289
	Iteration 84Q: 3 clusters Score -2.342268e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178153 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -23422654.000000 Penalty: 6010.571289
	Iteration 85Q: 3 clusters Score -2.342265e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178191 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -23422610.000000 Penalty: 6010.571289
	Iteration 86Q: 3 clusters Score -2.342261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178227 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -23422632.000000 Penalty: 6010.571289
	Iteration 87Q: 3 clusters Score -2.342263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -23422614.000000 Penalty: 6010.571289
	Iteration 88Q: 3 clusters Score -2.342261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -23422574.000000 Penalty: 6010.571289
	Iteration 89Q: 3 clusters Score -2.342257e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178323 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -23422562.000000 Penalty: 6010.571289
	Iteration 90Q: 3 clusters Score -2.342256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -23422570.000000 Penalty: 6010.571289
	Iteration 91Q: 3 clusters Score -2.342257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -23422592.000000 Penalty: 6010.571289
	Iteration 92Q: 3 clusters Score -2.342259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -23422578.000000 Penalty: 6010.571289
	Iteration 93Q: 3 clusters Score -2.342258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178421 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -23422574.000000 Penalty: 6010.571289
	Iteration 94Q: 3 clusters Score -2.342257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -23422564.000000 Penalty: 6010.571289
	Iteration 95Q: 3 clusters Score -2.342256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178458 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -23422568.000000 Penalty: 6010.571289
	Iteration 96Q: 3 clusters Score -2.342257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178468 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -23422566.000000 Penalty: 6010.571289
	Iteration 97Q: 3 clusters Score -2.342257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -23422560.000000 Penalty: 6010.571289
	Iteration 98Q: 3 clusters Score -2.342256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178489 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -23422550.000000 Penalty: 6010.571289
	Iteration 99Q: 3 clusters Score -2.342255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178499 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -23422572.000000 Penalty: 6010.571289
	Iteration 100F: 3 clusters Score -2.342257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178503 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -23422560.000000 Penalty: 6010.571289
	Iteration 101Q: 3 clusters Score -2.342256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178508 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -23422572.000000 Penalty: 6010.571289
	Iteration 102Q: 3 clusters Score -2.342257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178511 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -23422548.000000 Penalty: 6010.571289
	Iteration 103Q: 3 clusters Score -2.342255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178514 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -23422548.000000 Penalty: 6010.571289
	Iteration 104Q: 3 clusters Score -2.342255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178517 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -23422554.000000 Penalty: 6010.571289
	Iteration 105Q: 3 clusters Score -2.342255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -23422546.000000 Penalty: 6010.571289
	Iteration 106Q: 3 clusters Score -2.342255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -23422538.000000 Penalty: 6010.571289
	Iteration 107Q: 3 clusters Score -2.342254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178521 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -23422550.000000 Penalty: 6010.571289
	Iteration 108Q: 3 clusters Score -2.342255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -23422546.000000 Penalty: 6010.571289
	Iteration 109Q: 3 clusters Score -2.342255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -23422552.000000 Penalty: 6010.571289
	Iteration 110Q: 3 clusters Score -2.342255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178525 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -23422552.000000 Penalty: 6010.571289
	Iteration 111F: 3 clusters Score -2.342255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 171851 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 1178 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 23459 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 83078 members 
Mstep: Class 15 contains 178525 members 
Mstep: Class 17 contains 162626 members 
Mstep: Class 18 contains 61098 members 
Mstep: Class 21 contains 27445 members 
Entering Unmasked Estep 
Score: -98254288.000000 Penalty: 57209.031250
Splitting cluster 15 changes total score from -98248432.000000 to -98254288.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 17 (162626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162626 members 
Entering Unmasked Estep 
Score: -20881042.000000 Penalty: 2975.803711
	Iteration 0F: 2 clusters Score -2.088104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -20772734.000000 Penalty: 5951.607422
	Iteration 0F: 3 clusters Score -2.077273e+07 nChanged 78078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -20817782.000000 Penalty: 5951.607422
	Iteration 1F: 3 clusters Score -2.081778e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -20818726.000000 Penalty: 5951.607422
	Iteration 2Q: 3 clusters Score -2.081873e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73552 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -20820090.000000 Penalty: 5951.607422
	Iteration 3Q: 3 clusters Score -2.082009e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -20821844.000000 Penalty: 5951.607422
	Iteration 4Q: 3 clusters Score -2.082184e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -20824908.000000 Penalty: 5951.607422
	Iteration 5Q: 3 clusters Score -2.082491e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 109179 members 
Entering Unmasked Estep 
Score: -20830588.000000 Penalty: 5951.607422
	Iteration 6F: 3 clusters Score -2.083059e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -20840562.000000 Penalty: 5951.607422
	Iteration 7F: 3 clusters Score -2.084056e+07 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
Score: -20854146.000000 Penalty: 5951.607422
	Iteration 8F: 3 clusters Score -2.085415e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -20866312.000000 Penalty: 5951.607422
	Iteration 9F: 3 clusters Score -2.086631e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 155986 members 
Entering Unmasked Estep 
Score: -20873416.000000 Penalty: 5951.607422
	Iteration 10Q: 3 clusters Score -2.087342e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 159393 members 
Entering Unmasked Estep 
Score: -20876356.000000 Penalty: 5951.607422
	Iteration 11Q: 3 clusters Score -2.087636e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 160831 members 
Entering Unmasked Estep 
Score: -20877582.000000 Penalty: 5951.607422
	Iteration 12Q: 3 clusters Score -2.087758e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -20878044.000000 Penalty: 5951.607422
	Iteration 13Q: 3 clusters Score -2.087804e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 161574 members 
Entering Unmasked Estep 
Score: -20878286.000000 Penalty: 5951.607422
	Iteration 14Q: 3 clusters Score -2.087829e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -20878392.000000 Penalty: 5951.607422
	Iteration 15Q: 3 clusters Score -2.087839e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 161746 members 
Entering Unmasked Estep 
Score: -20878446.000000 Penalty: 5951.607422
	Iteration 16Q: 3 clusters Score -2.087845e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 161776 members 
Entering Unmasked Estep 
Score: -20878494.000000 Penalty: 5951.607422
	Iteration 17Q: 3 clusters Score -2.087849e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 161807 members 
Entering Unmasked Estep 
Score: -20878544.000000 Penalty: 5951.607422
	Iteration 18Q: 3 clusters Score -2.087854e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -20878602.000000 Penalty: 5951.607422
	Iteration 19Q: 3 clusters Score -2.08786e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -20878618.000000 Penalty: 5951.607422
	Iteration 20F: 3 clusters Score -2.087862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 161845 members 
Entering Unmasked Estep 
Score: -20878610.000000 Penalty: 5951.607422
	Iteration 21Q: 3 clusters Score -2.087861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 161851 members 
Entering Unmasked Estep 
Score: -20878632.000000 Penalty: 5951.607422
	Iteration 22Q: 3 clusters Score -2.087863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 161854 members 
Entering Unmasked Estep 
Score: -20878622.000000 Penalty: 5951.607422
	Iteration 23Q: 3 clusters Score -2.087862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -20878626.000000 Penalty: 5951.607422
	Iteration 24Q: 3 clusters Score -2.087863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -20878636.000000 Penalty: 5951.607422
	Iteration 25Q: 3 clusters Score -2.087864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 161861 members 
Entering Unmasked Estep 
Score: -20878650.000000 Penalty: 5951.607422
	Iteration 26Q: 3 clusters Score -2.087865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -20878652.000000 Penalty: 5951.607422
	Iteration 27Q: 3 clusters Score -2.087865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 161876 members 
Entering Unmasked Estep 
Score: -20878676.000000 Penalty: 5951.607422
	Iteration 28Q: 3 clusters Score -2.087868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 161876 members 
Entering Unmasked Estep 
Score: -20878674.000000 Penalty: 5951.607422
	Iteration 29Q: 3 clusters Score -2.087867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 161874 members 
Entering Unmasked Estep 
Score: -20878674.000000 Penalty: 5951.607422
	Iteration 30Q: 3 clusters Score -2.087867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 161874 members 
Entering Unmasked Estep 
Score: -20878690.000000 Penalty: 5951.607422
	Iteration 31Q: 3 clusters Score -2.087869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -20878694.000000 Penalty: 5951.607422
	Iteration 32Q: 3 clusters Score -2.087869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -20878690.000000 Penalty: 5951.607422
	Iteration 33Q: 3 clusters Score -2.087869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 161877 members 
Entering Unmasked Estep 
Score: -20878690.000000 Penalty: 5951.607422
	Iteration 34Q: 3 clusters Score -2.087869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -20878690.000000 Penalty: 5951.607422
	Iteration 35Q: 3 clusters Score -2.087869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -20878698.000000 Penalty: 5951.607422
	Iteration 36Q: 3 clusters Score -2.08787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -20878702.000000 Penalty: 5951.607422
	Iteration 37Q: 3 clusters Score -2.08787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 161880 members 
Entering Unmasked Estep 
Score: -20878698.000000 Penalty: 5951.607422
	Iteration 38Q: 3 clusters Score -2.08787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -20878708.000000 Penalty: 5951.607422
	Iteration 39Q: 3 clusters Score -2.087871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -20878708.000000 Penalty: 5951.607422
	Iteration 40F: 3 clusters Score -2.087871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Entering Unmasked Estep 
Score: -7579794.500000 Penalty: 2733.018066
	Iteration 0F: 2 clusters Score -7579794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7538890.000000 Penalty: 5466.036133
	Iteration 0F: 3 clusters Score -7538890 nChanged 28474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7555191.500000 Penalty: 5466.036133
	Iteration 1F: 3 clusters Score -7555192 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -7556768.500000 Penalty: 5466.036133
	Iteration 2Q: 3 clusters Score -7556768 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -7558895.500000 Penalty: 5466.036133
	Iteration 3Q: 3 clusters Score -7558896 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -7561171.000000 Penalty: 5466.036133
	Iteration 4F: 3 clusters Score -7561171 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -7563338.500000 Penalty: 5466.036133
	Iteration 5F: 3 clusters Score -7563338 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -7565279.500000 Penalty: 5466.036133
	Iteration 6F: 3 clusters Score -7565280 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -7567160.500000 Penalty: 5466.036133
	Iteration 7F: 3 clusters Score -7567160 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -7569170.000000 Penalty: 5466.036133
	Iteration 8F: 3 clusters Score -7569170 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -7571052.500000 Penalty: 5466.036133
	Iteration 9F: 3 clusters Score -7571052 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -7572760.000000 Penalty: 5466.036133
	Iteration 10Q: 3 clusters Score -7572760 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -7574503.000000 Penalty: 5466.036133
	Iteration 11Q: 3 clusters Score -7574503 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -7576397.500000 Penalty: 5466.036133
	Iteration 12Q: 3 clusters Score -7576398 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -7578792.500000 Penalty: 5466.036133
	Iteration 13Q: 3 clusters Score -7578792 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -7580831.500000 Penalty: 5466.036133
	Iteration 14Q: 3 clusters Score -7580832 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -7581551.000000 Penalty: 5466.036133
	Iteration 15Q: 3 clusters Score -7581551 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -7581916.500000 Penalty: 5466.036133
	Iteration 16Q: 3 clusters Score -7581916 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -7582190.500000 Penalty: 5466.036133
	Iteration 17Q: 3 clusters Score -7582190 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -7582342.500000 Penalty: 5466.036133
	Iteration 18Q: 3 clusters Score -7582342 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -7582453.000000 Penalty: 5466.036133
	Iteration 19Q: 3 clusters Score -7582453 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -7582547.000000 Penalty: 5466.036133
	Iteration 20F: 3 clusters Score -7582547 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -7582609.000000 Penalty: 5466.036133
	Iteration 21Q: 3 clusters Score -7582609 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -7582631.000000 Penalty: 5466.036133
	Iteration 22Q: 3 clusters Score -7582631 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7582644.500000 Penalty: 5466.036133
	Iteration 23Q: 3 clusters Score -7582644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -7582663.500000 Penalty: 5466.036133
	Iteration 24Q: 3 clusters Score -7582664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7582663.000000 Penalty: 5466.036133
	Iteration 25Q: 3 clusters Score -7582663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7582679.500000 Penalty: 5466.036133
	Iteration 26Q: 3 clusters Score -7582680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -7582679.000000 Penalty: 5466.036133
	Iteration 27Q: 3 clusters Score -7582679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7582683.500000 Penalty: 5466.036133
	Iteration 28Q: 3 clusters Score -7582684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -7582675.500000 Penalty: 5466.036133
	Iteration 29Q: 3 clusters Score -7582676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -7582683.000000 Penalty: 5466.036133
	Iteration 30Q: 3 clusters Score -7582683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -7582683.000000 Penalty: 5466.036133
	Iteration 31Q: 3 clusters Score -7582683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -7582691.000000 Penalty: 5466.036133
	Iteration 32Q: 3 clusters Score -7582691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7582695.500000 Penalty: 5466.036133
	Iteration 33Q: 3 clusters Score -7582696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -7582696.500000 Penalty: 5466.036133
	Iteration 34Q: 3 clusters Score -7582696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7582701.000000 Penalty: 5466.036133
	Iteration 35Q: 3 clusters Score -7582701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -7582701.000000 Penalty: 5466.036133
	Iteration 36Q: 3 clusters Score -7582701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -7582707.000000 Penalty: 5466.036133
	Iteration 37Q: 3 clusters Score -7582707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -7582704.000000 Penalty: 5466.036133
	Iteration 38Q: 3 clusters Score -7582704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -7582700.000000 Penalty: 5466.036133
	Iteration 39Q: 3 clusters Score -7582700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -7582697.000000 Penalty: 5466.036133
	Iteration 40F: 3 clusters Score -7582697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 171851 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 5 contains 1178 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 23459 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 10 contains 57778 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 83078 members 
Mstep: Class 15 contains 178525 members 
Mstep: Class 17 contains 162626 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 21 contains 27445 members 
Entering Unmasked Estep 
Score: -98256816.000000 Penalty: 60574.269531
Splitting cluster 18 changes total score from -98248432.000000 to -98256816.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 21 (27445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Entering Unmasked Estep 
Score: -3546619.500000 Penalty: 2534.544922
	Iteration 0F: 2 clusters Score -3546620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3527725.500000 Penalty: 5069.089844
	Iteration 0F: 3 clusters Score -3527726 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3534507.500000 Penalty: 5069.089844
	Iteration 1F: 3 clusters Score -3534508 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3535033.250000 Penalty: 5069.089844
	Iteration 2Q: 3 clusters Score -3535033 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3535520.000000 Penalty: 5069.089844
	Iteration 3Q: 3 clusters Score -3535520 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3535978.250000 Penalty: 5069.089844
	Iteration 4Q: 3 clusters Score -3535978 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3536558.000000 Penalty: 5069.089844
	Iteration 5Q: 3 clusters Score -3536558 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3537161.750000 Penalty: 5069.089844
	Iteration 6Q: 3 clusters Score -3537162 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3537910.250000 Penalty: 5069.089844
	Iteration 7Q: 3 clusters Score -3537910 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -3538696.500000 Penalty: 5069.089844
	Iteration 8Q: 3 clusters Score -3538696 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3539553.250000 Penalty: 5069.089844
	Iteration 9Q: 3 clusters Score -3539553 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3540486.750000 Penalty: 5069.089844
	Iteration 10Q: 3 clusters Score -3540487 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3541441.500000 Penalty: 5069.089844
	Iteration 11Q: 3 clusters Score -3541442 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3542325.750000 Penalty: 5069.089844
	Iteration 12Q: 3 clusters Score -3542326 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3543051.250000 Penalty: 5069.089844
	Iteration 13Q: 3 clusters Score -3543051 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3543503.750000 Penalty: 5069.089844
	Iteration 14Q: 3 clusters Score -3543504 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3543787.000000 Penalty: 5069.089844
	Iteration 15Q: 3 clusters Score -3543787 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3543966.500000 Penalty: 5069.089844
	Iteration 16Q: 3 clusters Score -3543966 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3544080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3544172.000000 Penalty: 5069.089844
	Iteration 18Q: 3 clusters Score -3544172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3544258.750000 Penalty: 5069.089844
	Iteration 19Q: 3 clusters Score -3544259 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3544320.500000 Penalty: 5069.089844
	Iteration 20F: 3 clusters Score -3544320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3544352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3544369.250000 Penalty: 5069.089844
	Iteration 22Q: 3 clusters Score -3544369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3544383.250000 Penalty: 5069.089844
	Iteration 23Q: 3 clusters Score -3544383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3544404.250000 Penalty: 5069.089844
	Iteration 24Q: 3 clusters Score -3544404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3544413.750000 Penalty: 5069.089844
	Iteration 25Q: 3 clusters Score -3544414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3544428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3544445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3544454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3544460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3544462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3544464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3544465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3544470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3544472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3544470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3544471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3544470.750000 Penalty: 5069.089844
	Iteration 37F: 3 clusters Score -3544471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 171851 members 
Mstep: Class 4 contains 9792 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 23459 members 
Mstep: Class 9 contains 7327 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 83078 members 
Mstep: Class 15 contains 178525 members 
Mstep: Class 17 contains 162626 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 21 contains 27445 members 
Entering Unmasked Estep 
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Iteration 39Q: 19 clusters Score -9.825868e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 172545 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 9892 members 
Mstep: Class 5 contains 1153 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 22700 members 
Mstep: Class 9 contains 7400 members 
Mstep: Class 10 contains 58974 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 81865 members 
Mstep: Class 15 contains 176776 members 
Mstep: Class 17 contains 164008 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 21 contains 27222 members 
Entering Unmasked Estep 
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Iteration 40F: 19 clusters Score -9.826338e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 172941 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 9964 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 4718 members 
Mstep: Class 7 contains 10776 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 59971 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 17255 members 
Mstep: Class 14 contains 80953 members 
Mstep: Class 15 contains 175182 members 
Mstep: Class 17 contains 165179 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 21 contains 27015 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -9.826594e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 173391 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 10034 members 
Mstep: Class 5 contains 1124 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 7 contains 10991 members 
Mstep: Class 8 contains 21835 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 10 contains 60826 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 17291 members 
Mstep: Class 14 contains 80184 members 
Mstep: Class 15 contains 173465 members 
Mstep: Class 17 contains 166375 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 21 contains 26823 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -9.826771e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 173713 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 1126 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 11120 members 
Mstep: Class 8 contains 21616 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 61607 members 
Mstep: Class 11 contains 17371 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 79495 members 
Mstep: Class 15 contains 171728 members 
Mstep: Class 17 contains 167599 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 21 contains 26661 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -9.826898e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 173935 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 11210 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 9 contains 8138 members 
Mstep: Class 10 contains 62281 members 
Mstep: Class 11 contains 17443 members 
Mstep: Class 12 contains 1621 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 14 contains 78892 members 
Mstep: Class 15 contains 169972 members 
Mstep: Class 17 contains 168922 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 21 contains 26486 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -9.826934e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 174014 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 21477 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 62885 members 
Mstep: Class 11 contains 17523 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 17369 members 
Mstep: Class 14 contains 78379 members 
Mstep: Class 15 contains 168331 members 
Mstep: Class 17 contains 170142 members 
Mstep: Class 18 contains 3536 members 
Mstep: Class 21 contains 26355 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -9.827021e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 174095 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 11295 members 
Mstep: Class 8 contains 21479 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 63449 members 
Mstep: Class 11 contains 17590 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 17393 members 
Mstep: Class 14 contains 77888 members 
Mstep: Class 15 contains 166794 members 
Mstep: Class 17 contains 171297 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 21 contains 26221 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -9.827051e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 174043 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 21456 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 10 contains 63958 members 
Mstep: Class 11 contains 17638 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 17442 members 
Mstep: Class 14 contains 77470 members 
Mstep: Class 15 contains 165510 members 
Mstep: Class 17 contains 172337 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 21 contains 26109 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -9.827119e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 173856 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 10243 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 11361 members 
Mstep: Class 8 contains 21461 members 
Mstep: Class 9 contains 8684 members 
Mstep: Class 10 contains 64452 members 
Mstep: Class 11 contains 17693 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 17500 members 
Mstep: Class 14 contains 77073 members 
Mstep: Class 15 contains 164295 members 
Mstep: Class 17 contains 173350 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 21 contains 26026 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -9.827158e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 173689 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10272 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 11382 members 
Mstep: Class 8 contains 21484 members 
Mstep: Class 9 contains 8828 members 
Mstep: Class 10 contains 64917 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 17548 members 
Mstep: Class 14 contains 76708 members 
Mstep: Class 15 contains 163140 members 
Mstep: Class 17 contains 174297 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 21 contains 25929 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -9.827168e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 173483 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 1149 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 9 contains 8954 members 
Mstep: Class 10 contains 65377 members 
Mstep: Class 11 contains 17747 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 17602 members 
Mstep: Class 14 contains 76381 members 
Mstep: Class 15 contains 162160 members 
Mstep: Class 17 contains 175120 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 21 contains 25836 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -9.827191e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 173307 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10290 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 21519 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 65852 members 
Mstep: Class 11 contains 17767 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 17616 members 
Mstep: Class 14 contains 76057 members 
Mstep: Class 15 contains 161409 members 
Mstep: Class 17 contains 175718 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 21 contains 25743 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -9.827239e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 173169 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 11430 members 
Mstep: Class 8 contains 21563 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 66286 members 
Mstep: Class 11 contains 17777 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 17617 members 
Mstep: Class 14 contains 75736 members 
Mstep: Class 15 contains 160795 members 
Mstep: Class 17 contains 176181 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 21 contains 25628 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -9.827264e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 173064 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10340 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 11440 members 
Mstep: Class 8 contains 21587 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 10 contains 66724 members 
Mstep: Class 11 contains 17806 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 17634 members 
Mstep: Class 14 contains 75391 members 
Mstep: Class 15 contains 160315 members 
Mstep: Class 17 contains 176469 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 21 contains 25535 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -9.82725e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 172900 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10368 members 
Mstep: Class 5 contains 1183 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 9325 members 
Mstep: Class 10 contains 67177 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 17624 members 
Mstep: Class 14 contains 75072 members 
Mstep: Class 15 contains 159927 members 
Mstep: Class 17 contains 176671 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 21 contains 25462 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -9.827262e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 172794 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 1186 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 11476 members 
Mstep: Class 8 contains 21617 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 10 contains 67615 members 
Mstep: Class 11 contains 17884 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17614 members 
Mstep: Class 14 contains 74813 members 
Mstep: Class 15 contains 159717 members 
Mstep: Class 17 contains 176638 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 21 contains 25395 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -9.827298e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 172731 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10415 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 68025 members 
Mstep: Class 11 contains 17926 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17610 members 
Mstep: Class 14 contains 74549 members 
Mstep: Class 15 contains 159592 members 
Mstep: Class 17 contains 176466 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 21 contains 25334 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -9.827292e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 172694 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10437 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 11502 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 9567 members 
Mstep: Class 10 contains 68418 members 
Mstep: Class 11 contains 17958 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17609 members 
Mstep: Class 14 contains 74366 members 
Mstep: Class 15 contains 159509 members 
Mstep: Class 17 contains 176170 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 21 contains 25259 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -9.827302e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 172725 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10452 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 11515 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 9628 members 
Mstep: Class 10 contains 68803 members 
Mstep: Class 11 contains 17984 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17592 members 
Mstep: Class 14 contains 74193 members 
Mstep: Class 15 contains 159484 members 
Mstep: Class 17 contains 175853 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 21 contains 25163 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -9.827366e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 172767 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 9688 members 
Mstep: Class 10 contains 69183 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17556 members 
Mstep: Class 14 contains 74021 members 
Mstep: Class 15 contains 159476 members 
Mstep: Class 17 contains 175509 members 
Mstep: Class 18 contains 4693 members 
Mstep: Class 21 contains 25100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273688.000000 Penalty: 60574.269531
Iteration 59Q: 19 clusters Score -9.827369e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 9759 members 
Mstep: Class 10 contains 69573 members 
Mstep: Class 11 contains 18035 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17519 members 
Mstep: Class 14 contains 73838 members 
Mstep: Class 15 contains 159541 members 
Mstep: Class 17 contains 175105 members 
Mstep: Class 18 contains 4779 members 
Mstep: Class 21 contains 25031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274000.000000 Penalty: 60574.269531
Iteration 60F: 19 clusters Score -9.8274e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 172771 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 9819 members 
Mstep: Class 10 contains 69928 members 
Mstep: Class 11 contains 18060 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17499 members 
Mstep: Class 14 contains 73670 members 
Mstep: Class 15 contains 159635 members 
Mstep: Class 17 contains 174709 members 
Mstep: Class 18 contains 4862 members 
Mstep: Class 21 contains 24983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274048.000000 Penalty: 60574.269531
Iteration 61Q: 19 clusters Score -9.827405e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 172794 members 
Mstep: Class 3 contains 425 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 21747 members 
Mstep: Class 9 contains 9877 members 
Mstep: Class 10 contains 70273 members 
Mstep: Class 11 contains 18088 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 17471 members 
Mstep: Class 14 contains 73524 members 
Mstep: Class 15 contains 159742 members 
Mstep: Class 17 contains 174252 members 
Mstep: Class 18 contains 4945 members 
Mstep: Class 21 contains 24934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274000.000000 Penalty: 60574.269531
Iteration 62Q: 19 clusters Score -9.8274e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 172800 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 21765 members 
Mstep: Class 9 contains 9921 members 
Mstep: Class 10 contains 70657 members 
Mstep: Class 11 contains 18116 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 17450 members 
Mstep: Class 14 contains 73349 members 
Mstep: Class 15 contains 159885 members 
Mstep: Class 17 contains 173800 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 21 contains 24891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274088.000000 Penalty: 60574.269531
Iteration 63Q: 19 clusters Score -9.827409e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 172774 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 21779 members 
Mstep: Class 9 contains 9956 members 
Mstep: Class 10 contains 70981 members 
Mstep: Class 11 contains 18146 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 73195 members 
Mstep: Class 15 contains 160023 members 
Mstep: Class 17 contains 173407 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 21 contains 24848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274016.000000 Penalty: 60574.269531
Iteration 64Q: 19 clusters Score -9.827402e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 21794 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 71336 members 
Mstep: Class 11 contains 18186 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 14 contains 73031 members 
Mstep: Class 15 contains 160177 members 
Mstep: Class 17 contains 173000 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 21 contains 24816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273936.000000 Penalty: 60574.269531
Iteration 65Q: 19 clusters Score -9.827394e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 172681 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4825 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 21807 members 
Mstep: Class 9 contains 10049 members 
Mstep: Class 10 contains 71646 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17409 members 
Mstep: Class 14 contains 72889 members 
Mstep: Class 15 contains 160342 members 
Mstep: Class 17 contains 172635 members 
Mstep: Class 18 contains 5202 members 
Mstep: Class 21 contains 24781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274120.000000 Penalty: 60574.269531
Iteration 66Q: 19 clusters Score -9.827412e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 172635 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 71903 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17402 members 
Mstep: Class 14 contains 72774 members 
Mstep: Class 15 contains 160487 members 
Mstep: Class 17 contains 172259 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 21 contains 24766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274240.000000 Penalty: 60574.269531
Iteration 67Q: 19 clusters Score -9.827424e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 172635 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 72135 members 
Mstep: Class 11 contains 18297 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17373 members 
Mstep: Class 14 contains 72693 members 
Mstep: Class 15 contains 160624 members 
Mstep: Class 17 contains 171901 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 21 contains 24743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274224.000000 Penalty: 60574.269531
Iteration 68Q: 19 clusters Score -9.827422e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 172619 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10504 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 21880 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 72358 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17369 members 
Mstep: Class 14 contains 72596 members 
Mstep: Class 15 contains 160751 members 
Mstep: Class 17 contains 171563 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 21 contains 24732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274576.000000 Penalty: 60574.269531
Iteration 69Q: 19 clusters Score -9.827458e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 172587 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 21905 members 
Mstep: Class 9 contains 10130 members 
Mstep: Class 10 contains 72601 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17362 members 
Mstep: Class 14 contains 72484 members 
Mstep: Class 15 contains 160894 members 
Mstep: Class 17 contains 171226 members 
Mstep: Class 18 contains 5435 members 
Mstep: Class 21 contains 24715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274856.000000 Penalty: 60574.269531
Iteration 70Q: 19 clusters Score -9.827486e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 172533 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 21924 members 
Mstep: Class 9 contains 10160 members 
Mstep: Class 10 contains 72837 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 14 contains 72407 members 
Mstep: Class 15 contains 160990 members 
Mstep: Class 17 contains 170944 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 21 contains 24698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274816.000000 Penalty: 60574.269531
Iteration 71Q: 19 clusters Score -9.827482e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 172550 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4818 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 21943 members 
Mstep: Class 9 contains 10174 members 
Mstep: Class 10 contains 73034 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17351 members 
Mstep: Class 14 contains 72336 members 
Mstep: Class 15 contains 161138 members 
Mstep: Class 17 contains 170624 members 
Mstep: Class 18 contains 5529 members 
Mstep: Class 21 contains 24682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274992.000000 Penalty: 60574.269531
Iteration 72Q: 19 clusters Score -9.827499e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 172546 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4812 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 21966 members 
Mstep: Class 9 contains 10189 members 
Mstep: Class 10 contains 73206 members 
Mstep: Class 11 contains 18352 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 72256 members 
Mstep: Class 15 contains 161290 members 
Mstep: Class 17 contains 170318 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 21 contains 24671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275096.000000 Penalty: 60574.269531
Iteration 73Q: 19 clusters Score -9.82751e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 172554 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 21972 members 
Mstep: Class 9 contains 10198 members 
Mstep: Class 10 contains 73331 members 
Mstep: Class 11 contains 18359 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17334 members 
Mstep: Class 14 contains 72214 members 
Mstep: Class 15 contains 161442 members 
Mstep: Class 17 contains 170019 members 
Mstep: Class 18 contains 5621 members 
Mstep: Class 21 contains 24664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275104.000000 Penalty: 60574.269531
Iteration 74Q: 19 clusters Score -9.82751e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 172533 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 21980 members 
Mstep: Class 9 contains 10214 members 
Mstep: Class 10 contains 73454 members 
Mstep: Class 11 contains 18352 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 72205 members 
Mstep: Class 15 contains 161576 members 
Mstep: Class 17 contains 169762 members 
Mstep: Class 18 contains 5670 members 
Mstep: Class 21 contains 24651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275072.000000 Penalty: 60574.269531
Iteration 75Q: 19 clusters Score -9.827507e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 172541 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 11545 members 
Mstep: Class 8 contains 21990 members 
Mstep: Class 9 contains 10219 members 
Mstep: Class 10 contains 73570 members 
Mstep: Class 11 contains 18347 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 72191 members 
Mstep: Class 15 contains 161656 members 
Mstep: Class 17 contains 169532 members 
Mstep: Class 18 contains 5722 members 
Mstep: Class 21 contains 24634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275176.000000 Penalty: 60574.269531
Iteration 76Q: 19 clusters Score -9.827518e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 172517 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10481 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 10230 members 
Mstep: Class 10 contains 73691 members 
Mstep: Class 11 contains 18341 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 72158 members 
Mstep: Class 15 contains 161741 members 
Mstep: Class 17 contains 169350 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 21 contains 24604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275184.000000 Penalty: 60574.269531
Iteration 77Q: 19 clusters Score -9.827518e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 172513 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4801 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 22005 members 
Mstep: Class 9 contains 10249 members 
Mstep: Class 10 contains 73817 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 72097 members 
Mstep: Class 15 contains 161833 members 
Mstep: Class 17 contains 169174 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 21 contains 24584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275528.000000 Penalty: 60574.269531
Iteration 78Q: 19 clusters Score -9.827553e+07 nChanged 1181
Entering ConstructFrom: 
Score: -98275528.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -517933.656250 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -517933.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -513988.375000 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -513988.4 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -515479.250000 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -515479.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -516266.593750 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -516266.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -516928.468750 Penalty: 4136.866211
	Iteration 3F: 3 clusters Score -516928.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -517496.031250 Penalty: 4136.866211
	Iteration 4F: 3 clusters Score -517496 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -517856.187500 Penalty: 4136.866211
	Iteration 5F: 3 clusters Score -517856.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -518020.812500 Penalty: 4136.866211
	Iteration 6Q: 3 clusters Score -518020.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -518105.250000 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -518105.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -518169.500000 Penalty: 4136.866211
	Iteration 8Q: 3 clusters Score -518169.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -518195.500000 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -518195.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -518200.312500 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -518200.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -518204.406250 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -518204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -518208.781250 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -518208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -518211.250000 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -518211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -518213.468750 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -518213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -518214.218750 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -518214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -518214.218750 Penalty: 4136.866211
	Iteration 16F: 3 clusters Score -518214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 172477 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10456 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 73946 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 72069 members 
Mstep: Class 15 contains 161898 members 
Mstep: Class 16 contains 638 members 
Mstep: Class 17 contains 169035 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 21 contains 24548 members 
Entering Unmasked Estep 
Score: -98274688.000000 Penalty: 63939.507812
Splitting cluster 1 changes total score from -98275528.000000 to -98274688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (172477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172477 members 
Entering Unmasked Estep 
Score: -22115188.000000 Penalty: 2990.388916
	Iteration 0F: 2 clusters Score -2.211519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -22001180.000000 Penalty: 5980.777832
	Iteration 0F: 3 clusters Score -2.200118e+07 nChanged 82974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -22049802.000000 Penalty: 5980.777832
	Iteration 1F: 3 clusters Score -2.20498e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -22051162.000000 Penalty: 5980.777832
	Iteration 2Q: 3 clusters Score -2.205116e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 103082 members 
Entering Unmasked Estep 
Score: -22053410.000000 Penalty: 5980.777832
	Iteration 3Q: 3 clusters Score -2.205341e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -22058282.000000 Penalty: 5980.777832
	Iteration 4F: 3 clusters Score -2.205828e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 125586 members 
Entering Unmasked Estep 
Score: -22067702.000000 Penalty: 5980.777832
	Iteration 5F: 3 clusters Score -2.20677e+07 nChanged 16749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -22082792.000000 Penalty: 5980.777832
	Iteration 6F: 3 clusters Score -2.208279e+07 nChanged 16204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -22099806.000000 Penalty: 5980.777832
	Iteration 7F: 3 clusters Score -2.209981e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -22109100.000000 Penalty: 5980.777832
	Iteration 8F: 3 clusters Score -2.21091e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -22111718.000000 Penalty: 5980.777832
	Iteration 9Q: 3 clusters Score -2.211172e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -22112282.000000 Penalty: 5980.777832
	Iteration 10Q: 3 clusters Score -2.211228e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172248 members 
Entering Unmasked Estep 
Score: -22112438.000000 Penalty: 5980.777832
	Iteration 11Q: 3 clusters Score -2.211244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -22112480.000000 Penalty: 5980.777832
	Iteration 12Q: 3 clusters Score -2.211248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 172288 members 
Entering Unmasked Estep 
Score: -22112500.000000 Penalty: 5980.777832
	Iteration 13Q: 3 clusters Score -2.21125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172294 members 
Entering Unmasked Estep 
Score: -22112512.000000 Penalty: 5980.777832
	Iteration 14Q: 3 clusters Score -2.211251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -22112522.000000 Penalty: 5980.777832
	Iteration 15Q: 3 clusters Score -2.211252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -22112522.000000 Penalty: 5980.777832
	Iteration 16Q: 3 clusters Score -2.211252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -22112532.000000 Penalty: 5980.777832
	Iteration 17Q: 3 clusters Score -2.211253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -22112538.000000 Penalty: 5980.777832
	Iteration 18Q: 3 clusters Score -2.211254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -22112538.000000 Penalty: 5980.777832
	Iteration 19F: 3 clusters Score -2.211254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43504.882812 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43504.88 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 194 members 
Entering Unmasked Estep 
Score: -42137.921875 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42137.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42297.683594 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42297.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42342.085938 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42342.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42373.175781 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42373.18 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: -42375.105469 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42375.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42377.179688 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42377.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42377.179688 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -42377.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Entering Unmasked Estep 
Score: -1362038.375000 Penalty: 2295.222900
	Iteration 0F: 2 clusters Score -1362038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1354099.375000 Penalty: 4590.445801
	Iteration 0F: 3 clusters Score -1354099 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1356333.750000 Penalty: 4590.445801
	Iteration 1F: 3 clusters Score -1356334 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1356668.375000 Penalty: 4590.445801
	Iteration 2F: 3 clusters Score -1356668 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1356895.750000 Penalty: 4590.445801
	Iteration 3Q: 3 clusters Score -1356896 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1357094.875000 Penalty: 4590.445801
	Iteration 4Q: 3 clusters Score -1357095 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1357303.625000 Penalty: 4590.445801
	Iteration 5Q: 3 clusters Score -1357304 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1357520.375000 Penalty: 4590.445801
	Iteration 6Q: 3 clusters Score -1357520 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1357765.625000 Penalty: 4590.445801
	Iteration 7Q: 3 clusters Score -1357766 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1358046.875000 Penalty: 4590.445801
	Iteration 8Q: 3 clusters Score -1358047 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1358360.750000 Penalty: 4590.445801
	Iteration 9Q: 3 clusters Score -1358361 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1358697.750000 Penalty: 4590.445801
	Iteration 10Q: 3 clusters Score -1358698 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1359015.125000 Penalty: 4590.445801
	Iteration 11Q: 3 clusters Score -1359015 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1359297.750000 Penalty: 4590.445801
	Iteration 12Q: 3 clusters Score -1359298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1359543.000000 Penalty: 4590.445801
	Iteration 13Q: 3 clusters Score -1359543 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1359721.875000 Penalty: 4590.445801
	Iteration 14Q: 3 clusters Score -1359722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1359828.125000 Penalty: 4590.445801
	Iteration 15Q: 3 clusters Score -1359828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1359887.250000 Penalty: 4590.445801
	Iteration 16Q: 3 clusters Score -1359887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1359914.375000 Penalty: 4590.445801
	Iteration 17Q: 3 clusters Score -1359914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1359927.750000 Penalty: 4590.445801
	Iteration 18Q: 3 clusters Score -1359928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1359946.000000 Penalty: 4590.445801
	Iteration 19Q: 3 clusters Score -1359946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1359960.000000 Penalty: 4590.445801
	Iteration 20F: 3 clusters Score -1359960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1359975.375000 Penalty: 4590.445801
	Iteration 21Q: 3 clusters Score -1359975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1359983.750000 Penalty: 4590.445801
	Iteration 22Q: 3 clusters Score -1359984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1359990.500000 Penalty: 4590.445801
	Iteration 23Q: 3 clusters Score -1359990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1359991.750000 Penalty: 4590.445801
	Iteration 24Q: 3 clusters Score -1359992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1359995.750000 Penalty: 4590.445801
	Iteration 25Q: 3 clusters Score -1359996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1359996.000000 Penalty: 4590.445801
	Iteration 26Q: 3 clusters Score -1359996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1359996.625000 Penalty: 4590.445801
	Iteration 27Q: 3 clusters Score -1359997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1359998.875000 Penalty: 4590.445801
	Iteration 28Q: 3 clusters Score -1359999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1360004.000000 Penalty: 4590.445801
	Iteration 29Q: 3 clusters Score -1360004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1360005.750000 Penalty: 4590.445801
	Iteration 30Q: 3 clusters Score -1360006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1360007.250000 Penalty: 4590.445801
	Iteration 31Q: 3 clusters Score -1360007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1360007.250000 Penalty: 4590.445801
	Iteration 32F: 3 clusters Score -1360007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -123694.851562 Penalty: 1755.637817
	Iteration 0F: 2 clusters Score -123694.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121722.101562 Penalty: 3511.275635
	Iteration 0F: 3 clusters Score -121722.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -122364.742188 Penalty: 3511.275635
	Iteration 1F: 3 clusters Score -122364.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -122811.218750 Penalty: 3511.275635
	Iteration 2F: 3 clusters Score -122811.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123143.851562 Penalty: 3511.275635
	Iteration 3F: 3 clusters Score -123143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123283.796875 Penalty: 3511.275635
	Iteration 4Q: 3 clusters Score -123283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -123392.710938 Penalty: 3511.275635
	Iteration 5Q: 3 clusters Score -123392.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123446.976562 Penalty: 3511.275635
	Iteration 6Q: 3 clusters Score -123447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123482.671875 Penalty: 3511.275635
	Iteration 7Q: 3 clusters Score -123482.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123509.015625 Penalty: 3511.275635
	Iteration 8Q: 3 clusters Score -123509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123522.007812 Penalty: 3511.275635
	Iteration 9Q: 3 clusters Score -123522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123547.851562 Penalty: 3511.275635
	Iteration 10Q: 3 clusters Score -123547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123559.367188 Penalty: 3511.275635
	Iteration 11Q: 3 clusters Score -123559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123574.250000 Penalty: 3511.275635
	Iteration 12Q: 3 clusters Score -123574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123614.476562 Penalty: 3511.275635
	Iteration 13Q: 3 clusters Score -123614.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123675.859375 Penalty: 3511.275635
	Iteration 14Q: 3 clusters Score -123675.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123704.945312 Penalty: 3511.275635
	Iteration 15Q: 3 clusters Score -123704.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123747.257812 Penalty: 3511.275635
	Iteration 16Q: 3 clusters Score -123747.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123807.632812 Penalty: 3511.275635
	Iteration 17Q: 3 clusters Score -123807.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123900.695312 Penalty: 3511.275635
	Iteration 18Q: 3 clusters Score -123900.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124062.765625 Penalty: 3511.275635
	Iteration 19Q: 3 clusters Score -124062.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124226.195312 Penalty: 3511.275635
	Iteration 20F: 3 clusters Score -124226.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124359.218750 Penalty: 3511.275635
	Iteration 21Q: 3 clusters Score -124359.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124434.007812 Penalty: 3511.275635
	Iteration 22Q: 3 clusters Score -124434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124512.421875 Penalty: 3511.275635
	Iteration 23Q: 3 clusters Score -124512.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124594.273438 Penalty: 3511.275635
	Iteration 24Q: 3 clusters Score -124594.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -124640.015625 Penalty: 3511.275635
	Iteration 25Q: 3 clusters Score -124640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124645.085938 Penalty: 3511.275635
	Iteration 26Q: 3 clusters Score -124645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124645.085938 Penalty: 3511.275635
	Iteration 27F: 3 clusters Score -124645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 172477 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10456 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 73946 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 72069 members 
Mstep: Class 15 contains 161898 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 169035 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 21 contains 24548 members 
Entering Unmasked Estep 
Score: -98274840.000000 Penalty: 63939.507812
Splitting cluster 5 changes total score from -98275528.000000 to -98274840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -616745.500000 Penalty: 2101.829834
	Iteration 0F: 2 clusters Score -616745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -612335.062500 Penalty: 4203.659668
	Iteration 0F: 3 clusters Score -612335.1 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -613389.250000 Penalty: 4203.659668
	Iteration 1F: 3 clusters Score -613389.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -613582.500000 Penalty: 4203.659668
	Iteration 2F: 3 clusters Score -613582.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -613706.250000 Penalty: 4203.659668
	Iteration 3Q: 3 clusters Score -613706.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -613806.625000 Penalty: 4203.659668
	Iteration 4Q: 3 clusters Score -613806.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -613889.750000 Penalty: 4203.659668
	Iteration 5Q: 3 clusters Score -613889.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -613966.687500 Penalty: 4203.659668
	Iteration 6Q: 3 clusters Score -613966.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -614022.187500 Penalty: 4203.659668
	Iteration 7Q: 3 clusters Score -614022.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -614061.125000 Penalty: 4203.659668
	Iteration 8Q: 3 clusters Score -614061.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -614092.312500 Penalty: 4203.659668
	Iteration 9Q: 3 clusters Score -614092.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -614125.062500 Penalty: 4203.659668
	Iteration 10Q: 3 clusters Score -614125.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -614156.875000 Penalty: 4203.659668
	Iteration 11Q: 3 clusters Score -614156.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -614182.750000 Penalty: 4203.659668
	Iteration 12Q: 3 clusters Score -614182.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -614208.750000 Penalty: 4203.659668
	Iteration 13Q: 3 clusters Score -614208.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -614241.875000 Penalty: 4203.659668
	Iteration 14Q: 3 clusters Score -614241.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -614268.187500 Penalty: 4203.659668
	Iteration 15Q: 3 clusters Score -614268.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -614285.187500 Penalty: 4203.659668
	Iteration 16Q: 3 clusters Score -614285.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -614298.000000 Penalty: 4203.659668
	Iteration 17Q: 3 clusters Score -614298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -614304.812500 Penalty: 4203.659668
	Iteration 18Q: 3 clusters Score -614304.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -614309.125000 Penalty: 4203.659668
	Iteration 19Q: 3 clusters Score -614309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -614314.250000 Penalty: 4203.659668
	Iteration 20F: 3 clusters Score -614314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -614317.750000 Penalty: 4203.659668
	Iteration 21Q: 3 clusters Score -614317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -614322.562500 Penalty: 4203.659668
	Iteration 22Q: 3 clusters Score -614322.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -614330.000000 Penalty: 4203.659668
	Iteration 23Q: 3 clusters Score -614330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -614335.375000 Penalty: 4203.659668
	Iteration 24Q: 3 clusters Score -614335.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -614342.125000 Penalty: 4203.659668
	Iteration 25Q: 3 clusters Score -614342.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -614351.812500 Penalty: 4203.659668
	Iteration 26Q: 3 clusters Score -614351.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -614358.875000 Penalty: 4203.659668
	Iteration 27Q: 3 clusters Score -614358.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -614364.500000 Penalty: 4203.659668
	Iteration 28Q: 3 clusters Score -614364.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -614369.437500 Penalty: 4203.659668
	Iteration 29Q: 3 clusters Score -614369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -614371.812500 Penalty: 4203.659668
	Iteration 30Q: 3 clusters Score -614371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -614375.375000 Penalty: 4203.659668
	Iteration 31Q: 3 clusters Score -614375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -614377.562500 Penalty: 4203.659668
	Iteration 32Q: 3 clusters Score -614377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -614379.687500 Penalty: 4203.659668
	Iteration 33Q: 3 clusters Score -614379.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -614382.187500 Penalty: 4203.659668
	Iteration 34Q: 3 clusters Score -614382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -614383.000000 Penalty: 4203.659668
	Iteration 35Q: 3 clusters Score -614383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -614385.000000 Penalty: 4203.659668
	Iteration 36Q: 3 clusters Score -614385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -614386.375000 Penalty: 4203.659668
	Iteration 37Q: 3 clusters Score -614386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -614387.562500 Penalty: 4203.659668
	Iteration 38Q: 3 clusters Score -614387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -614389.000000 Penalty: 4203.659668
	Iteration 39Q: 3 clusters Score -614389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -614390.250000 Penalty: 4203.659668
	Iteration 40F: 3 clusters Score -614390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -614391.312500 Penalty: 4203.659668
	Iteration 41Q: 3 clusters Score -614391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -614392.187500 Penalty: 4203.659668
	Iteration 42Q: 3 clusters Score -614392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -614392.625000 Penalty: 4203.659668
	Iteration 43Q: 3 clusters Score -614392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -614392.875000 Penalty: 4203.659668
	Iteration 44Q: 3 clusters Score -614392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -614392.187500 Penalty: 4203.659668
	Iteration 45Q: 3 clusters Score -614392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -614393.687500 Penalty: 4203.659668
	Iteration 46Q: 3 clusters Score -614393.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -614394.500000 Penalty: 4203.659668
	Iteration 47Q: 3 clusters Score -614394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -614394.500000 Penalty: 4203.659668
	Iteration 48F: 3 clusters Score -614394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Entering Unmasked Estep 
Score: -1396167.250000 Penalty: 2319.922852
	Iteration 0F: 2 clusters Score -1396167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1387515.375000 Penalty: 4639.845703
	Iteration 0F: 3 clusters Score -1387515 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1390119.125000 Penalty: 4639.845703
	Iteration 1F: 3 clusters Score -1390119 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1390517.625000 Penalty: 4639.845703
	Iteration 2F: 3 clusters Score -1390518 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1390866.750000 Penalty: 4639.845703
	Iteration 3F: 3 clusters Score -1390867 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1391233.000000 Penalty: 4639.845703
	Iteration 4F: 3 clusters Score -1391233 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1391660.500000 Penalty: 4639.845703
	Iteration 5F: 3 clusters Score -1391660 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1392111.375000 Penalty: 4639.845703
	Iteration 6F: 3 clusters Score -1392111 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1392540.375000 Penalty: 4639.845703
	Iteration 7Q: 3 clusters Score -1392540 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1392889.000000 Penalty: 4639.845703
	Iteration 8Q: 3 clusters Score -1392889 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1393171.750000 Penalty: 4639.845703
	Iteration 9Q: 3 clusters Score -1393172 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1393418.375000 Penalty: 4639.845703
	Iteration 10Q: 3 clusters Score -1393418 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1393627.875000 Penalty: 4639.845703
	Iteration 11Q: 3 clusters Score -1393628 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1393780.875000 Penalty: 4639.845703
	Iteration 12Q: 3 clusters Score -1393781 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1393887.750000 Penalty: 4639.845703
	Iteration 13Q: 3 clusters Score -1393888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1393980.625000 Penalty: 4639.845703
	Iteration 14Q: 3 clusters Score -1393981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1394057.250000 Penalty: 4639.845703
	Iteration 15Q: 3 clusters Score -1394057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1394115.500000 Penalty: 4639.845703
	Iteration 16Q: 3 clusters Score -1394116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1394147.625000 Penalty: 4639.845703
	Iteration 17Q: 3 clusters Score -1394148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1394174.625000 Penalty: 4639.845703
	Iteration 18Q: 3 clusters Score -1394175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1394182.625000 Penalty: 4639.845703
	Iteration 19Q: 3 clusters Score -1394183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1394188.750000 Penalty: 4639.845703
	Iteration 20F: 3 clusters Score -1394189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1394193.250000 Penalty: 4639.845703
	Iteration 21Q: 3 clusters Score -1394193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1394202.250000 Penalty: 4639.845703
	Iteration 22Q: 3 clusters Score -1394202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1394207.125000 Penalty: 4639.845703
	Iteration 23Q: 3 clusters Score -1394207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1394209.500000 Penalty: 4639.845703
	Iteration 24Q: 3 clusters Score -1394210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1394217.000000 Penalty: 4639.845703
	Iteration 25Q: 3 clusters Score -1394217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1394217.000000 Penalty: 4639.845703
	Iteration 26F: 3 clusters Score -1394217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Entering Unmasked Estep 
Score: -2853808.000000 Penalty: 2479.848389
	Iteration 0F: 2 clusters Score -2853808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2838536.000000 Penalty: 4959.696777
	Iteration 0F: 3 clusters Score -2838536 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2843768.250000 Penalty: 4959.696777
	Iteration 1F: 3 clusters Score -2843768 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2844120.500000 Penalty: 4959.696777
	Iteration 2Q: 3 clusters Score -2844120 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2844426.500000 Penalty: 4959.696777
	Iteration 3Q: 3 clusters Score -2844426 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2844755.250000 Penalty: 4959.696777
	Iteration 4Q: 3 clusters Score -2844755 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2845202.250000 Penalty: 4959.696777
	Iteration 5Q: 3 clusters Score -2845202 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2845830.250000 Penalty: 4959.696777
	Iteration 6F: 3 clusters Score -2845830 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2846787.750000 Penalty: 4959.696777
	Iteration 7F: 3 clusters Score -2846788 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2847880.750000 Penalty: 4959.696777
	Iteration 8F: 3 clusters Score -2847881 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2849063.750000 Penalty: 4959.696777
	Iteration 9F: 3 clusters Score -2849064 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2850145.750000 Penalty: 4959.696777
	Iteration 10F: 3 clusters Score -2850146 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2850900.250000 Penalty: 4959.696777
	Iteration 11Q: 3 clusters Score -2850900 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2851280.250000 Penalty: 4959.696777
	Iteration 12Q: 3 clusters Score -2851280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2851479.000000 Penalty: 4959.696777
	Iteration 13Q: 3 clusters Score -2851479 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2851604.750000 Penalty: 4959.696777
	Iteration 14Q: 3 clusters Score -2851605 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2851710.500000 Penalty: 4959.696777
	Iteration 15Q: 3 clusters Score -2851710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2851757.500000 Penalty: 4959.696777
	Iteration 16Q: 3 clusters Score -2851758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2851799.250000 Penalty: 4959.696777
	Iteration 17Q: 3 clusters Score -2851799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2851834.000000 Penalty: 4959.696777
	Iteration 18Q: 3 clusters Score -2851834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2851850.750000 Penalty: 4959.696777
	Iteration 19Q: 3 clusters Score -2851851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2851863.750000 Penalty: 4959.696777
	Iteration 20F: 3 clusters Score -2851864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2851873.000000 Penalty: 4959.696777
	Iteration 21Q: 3 clusters Score -2851873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2851892.500000 Penalty: 4959.696777
	Iteration 22Q: 3 clusters Score -2851892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2851895.000000 Penalty: 4959.696777
	Iteration 23Q: 3 clusters Score -2851895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2851902.500000 Penalty: 4959.696777
	Iteration 24Q: 3 clusters Score -2851902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2851906.750000 Penalty: 4959.696777
	Iteration 25Q: 3 clusters Score -2851907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2851906.000000 Penalty: 4959.696777
	Iteration 26Q: 3 clusters Score -2851906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2851910.000000 Penalty: 4959.696777
	Iteration 27Q: 3 clusters Score -2851910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2851909.750000 Penalty: 4959.696777
	Iteration 28Q: 3 clusters Score -2851910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2851912.500000 Penalty: 4959.696777
	Iteration 29Q: 3 clusters Score -2851912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2851918.500000 Penalty: 4959.696777
	Iteration 30Q: 3 clusters Score -2851918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2851922.750000 Penalty: 4959.696777
	Iteration 31Q: 3 clusters Score -2851923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2851926.000000 Penalty: 4959.696777
	Iteration 32Q: 3 clusters Score -2851926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2851926.750000 Penalty: 4959.696777
	Iteration 33Q: 3 clusters Score -2851927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2851928.750000 Penalty: 4959.696777
	Iteration 34Q: 3 clusters Score -2851929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2851937.250000 Penalty: 4959.696777
	Iteration 35Q: 3 clusters Score -2851937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2851936.500000 Penalty: 4959.696777
	Iteration 36Q: 3 clusters Score -2851936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2851942.250000 Penalty: 4959.696777
	Iteration 37Q: 3 clusters Score -2851942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2851942.250000 Penalty: 4959.696777
	Iteration 38Q: 3 clusters Score -2851942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2851939.250000 Penalty: 4959.696777
	Iteration 39Q: 3 clusters Score -2851939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2851939.250000 Penalty: 4959.696777
	Iteration 40F: 3 clusters Score -2851939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Entering Unmasked Estep 
Score: -1337303.625000 Penalty: 2290.723389
	Iteration 0F: 2 clusters Score -1337304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1329418.625000 Penalty: 4581.446777
	Iteration 0F: 3 clusters Score -1329419 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1331630.750000 Penalty: 4581.446777
	Iteration 1F: 3 clusters Score -1331631 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1331926.500000 Penalty: 4581.446777
	Iteration 2F: 3 clusters Score -1331926 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1332133.250000 Penalty: 4581.446777
	Iteration 3Q: 3 clusters Score -1332133 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1332299.500000 Penalty: 4581.446777
	Iteration 4Q: 3 clusters Score -1332300 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1332443.500000 Penalty: 4581.446777
	Iteration 5Q: 3 clusters Score -1332444 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1332556.125000 Penalty: 4581.446777
	Iteration 6Q: 3 clusters Score -1332556 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1332693.500000 Penalty: 4581.446777
	Iteration 7Q: 3 clusters Score -1332694 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1332844.500000 Penalty: 4581.446777
	Iteration 8Q: 3 clusters Score -1332844 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1332992.000000 Penalty: 4581.446777
	Iteration 9Q: 3 clusters Score -1332992 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1333161.500000 Penalty: 4581.446777
	Iteration 10Q: 3 clusters Score -1333162 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1333330.750000 Penalty: 4581.446777
	Iteration 11Q: 3 clusters Score -1333331 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1333519.750000 Penalty: 4581.446777
	Iteration 12Q: 3 clusters Score -1333520 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1333718.625000 Penalty: 4581.446777
	Iteration 13Q: 3 clusters Score -1333719 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1333918.500000 Penalty: 4581.446777
	Iteration 14Q: 3 clusters Score -1333918 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1334109.375000 Penalty: 4581.446777
	Iteration 15Q: 3 clusters Score -1334109 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1334309.375000 Penalty: 4581.446777
	Iteration 16Q: 3 clusters Score -1334309 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1334498.375000 Penalty: 4581.446777
	Iteration 17Q: 3 clusters Score -1334498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1334655.625000 Penalty: 4581.446777
	Iteration 18Q: 3 clusters Score -1334656 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1334796.000000 Penalty: 4581.446777
	Iteration 19Q: 3 clusters Score -1334796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1334901.250000 Penalty: 4581.446777
	Iteration 20F: 3 clusters Score -1334901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1334988.875000 Penalty: 4581.446777
	Iteration 21Q: 3 clusters Score -1334989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1335072.875000 Penalty: 4581.446777
	Iteration 22Q: 3 clusters Score -1335073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1335120.750000 Penalty: 4581.446777
	Iteration 23Q: 3 clusters Score -1335121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1335164.500000 Penalty: 4581.446777
	Iteration 24Q: 3 clusters Score -1335164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1335202.750000 Penalty: 4581.446777
	Iteration 25Q: 3 clusters Score -1335203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1335235.375000 Penalty: 4581.446777
	Iteration 26Q: 3 clusters Score -1335235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1335266.000000 Penalty: 4581.446777
	Iteration 27Q: 3 clusters Score -1335266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1335278.250000 Penalty: 4581.446777
	Iteration 28Q: 3 clusters Score -1335278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1335292.625000 Penalty: 4581.446777
	Iteration 29Q: 3 clusters Score -1335293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1335305.750000 Penalty: 4581.446777
	Iteration 30Q: 3 clusters Score -1335306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1335314.375000 Penalty: 4581.446777
	Iteration 31Q: 3 clusters Score -1335314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1335323.125000 Penalty: 4581.446777
	Iteration 32Q: 3 clusters Score -1335323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1335331.375000 Penalty: 4581.446777
	Iteration 33Q: 3 clusters Score -1335331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1335335.125000 Penalty: 4581.446777
	Iteration 34Q: 3 clusters Score -1335335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1335336.875000 Penalty: 4581.446777
	Iteration 35Q: 3 clusters Score -1335337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1335340.250000 Penalty: 4581.446777
	Iteration 36Q: 3 clusters Score -1335340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1335340.375000 Penalty: 4581.446777
	Iteration 37Q: 3 clusters Score -1335340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1335342.000000 Penalty: 4581.446777
	Iteration 38Q: 3 clusters Score -1335342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1335345.750000 Penalty: 4581.446777
	Iteration 39Q: 3 clusters Score -1335346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1335347.875000 Penalty: 4581.446777
	Iteration 40F: 3 clusters Score -1335348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1335350.000000 Penalty: 4581.446777
	Iteration 41Q: 3 clusters Score -1335350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1335353.125000 Penalty: 4581.446777
	Iteration 42Q: 3 clusters Score -1335353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1335355.250000 Penalty: 4581.446777
	Iteration 43Q: 3 clusters Score -1335355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1335356.750000 Penalty: 4581.446777
	Iteration 44Q: 3 clusters Score -1335357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1335359.375000 Penalty: 4581.446777
	Iteration 45Q: 3 clusters Score -1335359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1335363.625000 Penalty: 4581.446777
	Iteration 46Q: 3 clusters Score -1335364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1335365.750000 Penalty: 4581.446777
	Iteration 47Q: 3 clusters Score -1335366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1335370.875000 Penalty: 4581.446777
	Iteration 48Q: 3 clusters Score -1335371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1335372.750000 Penalty: 4581.446777
	Iteration 49Q: 3 clusters Score -1335373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1335375.125000 Penalty: 4581.446777
	Iteration 50Q: 3 clusters Score -1335375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1335378.000000 Penalty: 4581.446777
	Iteration 51Q: 3 clusters Score -1335378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1335378.000000 Penalty: 4581.446777
	Iteration 52F: 3 clusters Score -1335378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Entering Unmasked Estep 
Score: -9239814.000000 Penalty: 2780.350342
	Iteration 0F: 2 clusters Score -9239814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9190324.000000 Penalty: 5560.700684
	Iteration 0F: 3 clusters Score -9190324 nChanged 34549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -9209590.000000 Penalty: 5560.700684
	Iteration 1F: 3 clusters Score -9209590 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -9210032.000000 Penalty: 5560.700684
	Iteration 2Q: 3 clusters Score -9210032 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -9210418.000000 Penalty: 5560.700684
	Iteration 3Q: 3 clusters Score -9210418 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -9210829.000000 Penalty: 5560.700684
	Iteration 4Q: 3 clusters Score -9210829 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -9211226.000000 Penalty: 5560.700684
	Iteration 5Q: 3 clusters Score -9211226 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -9211691.000000 Penalty: 5560.700684
	Iteration 6Q: 3 clusters Score -9211691 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -9212229.000000 Penalty: 5560.700684
	Iteration 7Q: 3 clusters Score -9212229 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -9213069.000000 Penalty: 5560.700684
	Iteration 8Q: 3 clusters Score -9213069 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -9214124.000000 Penalty: 5560.700684
	Iteration 9Q: 3 clusters Score -9214124 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -9215674.000000 Penalty: 5560.700684
	Iteration 10Q: 3 clusters Score -9215674 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -9217839.000000 Penalty: 5560.700684
	Iteration 11F: 3 clusters Score -9217839 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -9220579.000000 Penalty: 5560.700684
	Iteration 12F: 3 clusters Score -9220579 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9229670 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9231550 nChanged 1661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9232952 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9233991 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9234740 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9235250 nChanged 674
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9235655 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9235910 nChanged 474
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9236092 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9236230 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9236297 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9236388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9236476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9236525 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9236548 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9236567 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9236582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9236611 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9236639 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9236660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9236689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9236729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9236739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9236742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9236742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9236747 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9236747 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9236758 nChanged 46
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Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9236765 nChanged 52
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Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3536 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9236785 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 70523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3361 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9236782 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9236813 nChanged 47
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Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9236819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9236834 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9236840 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9236850 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9236854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9236857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9236852 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9236849 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9236857 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3008 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9236874 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2975 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9236887 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9236889 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2909 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9236890 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2872 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9236875 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2839 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9236882 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2817 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9236893 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2797 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9236904 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2770 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9236902 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9236925 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2722 members 
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	Iteration 69Q: 3 clusters Score -9236925 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2695 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9236918 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2674 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9236916 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 71297 members 
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	Iteration 72Q: 3 clusters Score -9236918 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9236945 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9236951 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9236961 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9236954 nChanged 14
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Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 71392 members 
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	Iteration 77Q: 3 clusters Score -9236952 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2539 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9236958 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9236956 nChanged 13
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Mstep: Class 1 contains 2508 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9236969 nChanged 15
Entering Unmasked Mstep 
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	Iteration 81Q: 3 clusters Score -9236978 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2480 members 
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	Iteration 82Q: 3 clusters Score -9236975 nChanged 15
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	Iteration 83Q: 3 clusters Score -9236976 nChanged 18
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	Iteration 84Q: 3 clusters Score -9236980 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2434 members 
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	Iteration 85Q: 3 clusters Score -9236985 nChanged 9
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	Iteration 86Q: 3 clusters Score -9236980 nChanged 6
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	Iteration 87Q: 3 clusters Score -9236977 nChanged 8
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	Iteration 88Q: 3 clusters Score -9236976 nChanged 12
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	Iteration 89Q: 3 clusters Score -9236968 nChanged 9
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	Iteration 90Q: 3 clusters Score -9236967 nChanged 10
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	Iteration 91Q: 3 clusters Score -9236991 nChanged 10
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	Iteration 92Q: 3 clusters Score -9236999 nChanged 8
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	Iteration 93Q: 3 clusters Score -9236994 nChanged 8
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	Iteration 94Q: 3 clusters Score -9236999 nChanged 8
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	Iteration 95Q: 3 clusters Score -9236990 nChanged 17
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	Iteration 96Q: 3 clusters Score -9236989 nChanged 13
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	Iteration 97Q: 3 clusters Score -9236981 nChanged 15
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	Iteration 98Q: 3 clusters Score -9236994 nChanged 13
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	Iteration 99Q: 3 clusters Score -9236985 nChanged 10
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	Iteration 100F: 3 clusters Score -9236985 nChanged 18
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	Iteration 101Q: 3 clusters Score -9236999 nChanged 22
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	Iteration 102Q: 3 clusters Score -9237006 nChanged 27
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	Iteration 103Q: 3 clusters Score -9237007 nChanged 28
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	Iteration 104Q: 3 clusters Score -9237021 nChanged 32
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Entering Unmasked Estep 
Score: -9237022.000000 Penalty: 5560.700684
	Iteration 105Q: 3 clusters Score -9237022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -9237055.000000 Penalty: 5560.700684
	Iteration 106Q: 3 clusters Score -9237055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -9237062.000000 Penalty: 5560.700684
	Iteration 107Q: 3 clusters Score -9237062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -9237069.000000 Penalty: 5560.700684
	Iteration 108Q: 3 clusters Score -9237069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -9237080.000000 Penalty: 5560.700684
	Iteration 109Q: 3 clusters Score -9237080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -9237101.000000 Penalty: 5560.700684
	Iteration 110Q: 3 clusters Score -9237101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -9237117.000000 Penalty: 5560.700684
	Iteration 111Q: 3 clusters Score -9237117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -9237116.000000 Penalty: 5560.700684
	Iteration 112Q: 3 clusters Score -9237116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -9237123.000000 Penalty: 5560.700684
	Iteration 113Q: 3 clusters Score -9237123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -9237122.000000 Penalty: 5560.700684
	Iteration 114Q: 3 clusters Score -9237122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -9237121.000000 Penalty: 5560.700684
	Iteration 115Q: 3 clusters Score -9237121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -9237132.000000 Penalty: 5560.700684
	Iteration 116Q: 3 clusters Score -9237132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -9237148.000000 Penalty: 5560.700684
	Iteration 117Q: 3 clusters Score -9237148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -9237163.000000 Penalty: 5560.700684
	Iteration 118Q: 3 clusters Score -9237163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -9237176.000000 Penalty: 5560.700684
	Iteration 119Q: 3 clusters Score -9237176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -9237169.000000 Penalty: 5560.700684
	Iteration 120F: 3 clusters Score -9237169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -9237183.000000 Penalty: 5560.700684
	Iteration 121Q: 3 clusters Score -9237183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -9237210.000000 Penalty: 5560.700684
	Iteration 122Q: 3 clusters Score -9237210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -9237211.000000 Penalty: 5560.700684
	Iteration 123Q: 3 clusters Score -9237211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -9237211.000000 Penalty: 5560.700684
	Iteration 124Q: 3 clusters Score -9237211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -9237210.000000 Penalty: 5560.700684
	Iteration 125Q: 3 clusters Score -9237210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -9237252.000000 Penalty: 5560.700684
	Iteration 126Q: 3 clusters Score -9237252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -9237254.000000 Penalty: 5560.700684
	Iteration 127Q: 3 clusters Score -9237254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -9237257.000000 Penalty: 5560.700684
	Iteration 128Q: 3 clusters Score -9237257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -9237255.000000 Penalty: 5560.700684
	Iteration 129Q: 3 clusters Score -9237255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -9237250.000000 Penalty: 5560.700684
	Iteration 130Q: 3 clusters Score -9237250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -9237245.000000 Penalty: 5560.700684
	Iteration 131Q: 3 clusters Score -9237245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -9237247.000000 Penalty: 5560.700684
	Iteration 132Q: 3 clusters Score -9237247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -9237252.000000 Penalty: 5560.700684
	Iteration 133Q: 3 clusters Score -9237252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 72479 members 
Entering Unmasked Estep 
Score: -9237286.000000 Penalty: 5560.700684
	Iteration 134Q: 3 clusters Score -9237286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -9237276.000000 Penalty: 5560.700684
	Iteration 135Q: 3 clusters Score -9237276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -9237286.000000 Penalty: 5560.700684
	Iteration 136Q: 3 clusters Score -9237286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -9237287.000000 Penalty: 5560.700684
	Iteration 137Q: 3 clusters Score -9237287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -9237307.000000 Penalty: 5560.700684
	Iteration 138Q: 3 clusters Score -9237307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -9237310.000000 Penalty: 5560.700684
	Iteration 139Q: 3 clusters Score -9237310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -9237310.000000 Penalty: 5560.700684
	Iteration 140F: 3 clusters Score -9237310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -9237320.000000 Penalty: 5560.700684
	Iteration 141Q: 3 clusters Score -9237320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -9237322.000000 Penalty: 5560.700684
	Iteration 142Q: 3 clusters Score -9237322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -9237322.000000 Penalty: 5560.700684
	Iteration 143Q: 3 clusters Score -9237322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -9237322.000000 Penalty: 5560.700684
	Iteration 144Q: 3 clusters Score -9237322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -9237320.000000 Penalty: 5560.700684
	Iteration 145Q: 3 clusters Score -9237320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -9237327.000000 Penalty: 5560.700684
	Iteration 146Q: 3 clusters Score -9237327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9237326.000000 Penalty: 5560.700684
	Iteration 147Q: 3 clusters Score -9237326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -9237337.000000 Penalty: 5560.700684
	Iteration 148Q: 3 clusters Score -9237337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -9237345.000000 Penalty: 5560.700684
	Iteration 149Q: 3 clusters Score -9237345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -9237343.000000 Penalty: 5560.700684
	Iteration 150Q: 3 clusters Score -9237343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -9237350.000000 Penalty: 5560.700684
	Iteration 151Q: 3 clusters Score -9237350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -9237337.000000 Penalty: 5560.700684
	Iteration 152Q: 3 clusters Score -9237337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -9237347.000000 Penalty: 5560.700684
	Iteration 153Q: 3 clusters Score -9237347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -9237344.000000 Penalty: 5560.700684
	Iteration 154Q: 3 clusters Score -9237344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -9237344.000000 Penalty: 5560.700684
	Iteration 155Q: 3 clusters Score -9237344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -9237345.000000 Penalty: 5560.700684
	Iteration 156Q: 3 clusters Score -9237345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -9237342.000000 Penalty: 5560.700684
	Iteration 157Q: 3 clusters Score -9237342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -9237346.000000 Penalty: 5560.700684
	Iteration 158Q: 3 clusters Score -9237346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -9237343.000000 Penalty: 5560.700684
	Iteration 159Q: 3 clusters Score -9237343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -9237341.000000 Penalty: 5560.700684
	Iteration 160F: 3 clusters Score -9237341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -9237343.000000 Penalty: 5560.700684
	Iteration 161Q: 3 clusters Score -9237343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -9237347.000000 Penalty: 5560.700684
	Iteration 162Q: 3 clusters Score -9237347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -9237347.000000 Penalty: 5560.700684
	Iteration 163Q: 3 clusters Score -9237347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -9237343.000000 Penalty: 5560.700684
	Iteration 164Q: 3 clusters Score -9237343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -9237344.000000 Penalty: 5560.700684
	Iteration 165Q: 3 clusters Score -9237344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -9237349.000000 Penalty: 5560.700684
	Iteration 166Q: 3 clusters Score -9237349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -9237349.000000 Penalty: 5560.700684
	Iteration 167F: 3 clusters Score -9237349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Entering Unmasked Estep 
Score: -2377522.500000 Penalty: 2434.413818
	Iteration 0F: 2 clusters Score -2377522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2364434.000000 Penalty: 4868.827637
	Iteration 0F: 3 clusters Score -2364434 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2368830.500000 Penalty: 4868.827637
	Iteration 1F: 3 clusters Score -2368830 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2369204.750000 Penalty: 4868.827637
	Iteration 2F: 3 clusters Score -2369205 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2369531.750000 Penalty: 4868.827637
	Iteration 3Q: 3 clusters Score -2369532 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2369895.500000 Penalty: 4868.827637
	Iteration 4Q: 3 clusters Score -2369896 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2370372.500000 Penalty: 4868.827637
	Iteration 5Q: 3 clusters Score -2370372 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2371023.250000 Penalty: 4868.827637
	Iteration 6F: 3 clusters Score -2371023 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2371851.000000 Penalty: 4868.827637
	Iteration 7F: 3 clusters Score -2371851 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2372783.750000 Penalty: 4868.827637
	Iteration 8F: 3 clusters Score -2372784 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2373620.250000 Penalty: 4868.827637
	Iteration 9F: 3 clusters Score -2373620 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2374289.500000 Penalty: 4868.827637
	Iteration 10Q: 3 clusters Score -2374290 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2374761.500000 Penalty: 4868.827637
	Iteration 11Q: 3 clusters Score -2374762 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2375072.250000 Penalty: 4868.827637
	Iteration 12Q: 3 clusters Score -2375072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2375275.000000 Penalty: 4868.827637
	Iteration 13Q: 3 clusters Score -2375275 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2375366.250000 Penalty: 4868.827637
	Iteration 14Q: 3 clusters Score -2375366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2375419.000000 Penalty: 4868.827637
	Iteration 15Q: 3 clusters Score -2375419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2375450.750000 Penalty: 4868.827637
	Iteration 16Q: 3 clusters Score -2375451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2375477.750000 Penalty: 4868.827637
	Iteration 17Q: 3 clusters Score -2375478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2375500.000000 Penalty: 4868.827637
	Iteration 18Q: 3 clusters Score -2375500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2375521.500000 Penalty: 4868.827637
	Iteration 19Q: 3 clusters Score -2375522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2375540.250000 Penalty: 4868.827637
	Iteration 20F: 3 clusters Score -2375540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2375563.250000 Penalty: 4868.827637
	Iteration 21Q: 3 clusters Score -2375563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2375571.000000 Penalty: 4868.827637
	Iteration 22Q: 3 clusters Score -2375571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2375576.250000 Penalty: 4868.827637
	Iteration 23Q: 3 clusters Score -2375576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2375579.000000 Penalty: 4868.827637
	Iteration 24Q: 3 clusters Score -2375579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2375581.500000 Penalty: 4868.827637
	Iteration 25Q: 3 clusters Score -2375582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2375586.500000 Penalty: 4868.827637
	Iteration 26Q: 3 clusters Score -2375586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2375587.000000 Penalty: 4868.827637
	Iteration 27Q: 3 clusters Score -2375587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2375592.250000 Penalty: 4868.827637
	Iteration 28Q: 3 clusters Score -2375592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2375596.000000 Penalty: 4868.827637
	Iteration 29Q: 3 clusters Score -2375596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2375591.500000 Penalty: 4868.827637
	Iteration 30Q: 3 clusters Score -2375592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2375591.500000 Penalty: 4868.827637
	Iteration 31F: 3 clusters Score -2375592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -164983.437500 Penalty: 1823.723145
	Iteration 0F: 2 clusters Score -164983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -162730.453125 Penalty: 3647.446289
	Iteration 0F: 3 clusters Score -162730.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -163797.656250 Penalty: 3647.446289
	Iteration 1F: 3 clusters Score -163797.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164650.953125 Penalty: 3647.446289
	Iteration 2F: 3 clusters Score -164651 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165323.484375 Penalty: 3647.446289
	Iteration 3F: 3 clusters Score -165323.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -165952.359375 Penalty: 3647.446289
	Iteration 4F: 3 clusters Score -165952.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -166290.203125 Penalty: 3647.446289
	Iteration 5F: 3 clusters Score -166290.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -166526.046875 Penalty: 3647.446289
	Iteration 6Q: 3 clusters Score -166526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166625.484375 Penalty: 3647.446289
	Iteration 7Q: 3 clusters Score -166625.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166851.015625 Penalty: 3647.446289
	Iteration 8Q: 3 clusters Score -166851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -167106.968750 Penalty: 3647.446289
	Iteration 9Q: 3 clusters Score -167107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -167243.250000 Penalty: 3647.446289
	Iteration 10Q: 3 clusters Score -167243.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -167321.125000 Penalty: 3647.446289
	Iteration 11Q: 3 clusters Score -167321.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -167371.859375 Penalty: 3647.446289
	Iteration 12Q: 3 clusters Score -167371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -167401.593750 Penalty: 3647.446289
	Iteration 13Q: 3 clusters Score -167401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -167498.343750 Penalty: 3647.446289
	Iteration 14Q: 3 clusters Score -167498.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -167944.937500 Penalty: 3647.446289
	Iteration 15Q: 3 clusters Score -167944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168062.171875 Penalty: 3647.446289
	Iteration 16Q: 3 clusters Score -168062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168063.281250 Penalty: 3647.446289
	Iteration 17Q: 3 clusters Score -168063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168063.281250 Penalty: 3647.446289
	Iteration 18F: 3 clusters Score -168063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 172477 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10456 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 73946 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 72069 members 
Mstep: Class 15 contains 161898 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 169035 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 21 contains 24548 members 
Entering Unmasked Estep 
Score: -98276840.000000 Penalty: 63939.507812
Splitting cluster 12 changes total score from -98275528.000000 to -98276840.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (17306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Entering Unmasked Estep 
Score: -2254351.750000 Penalty: 2420.184326
	Iteration 0F: 2 clusters Score -2254352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2241941.750000 Penalty: 4840.368652
	Iteration 0F: 3 clusters Score -2241942 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2246071.750000 Penalty: 4840.368652
	Iteration 1F: 3 clusters Score -2246072 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2246387.250000 Penalty: 4840.368652
	Iteration 2F: 3 clusters Score -2246387 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2246605.500000 Penalty: 4840.368652
	Iteration 3Q: 3 clusters Score -2246606 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2246774.250000 Penalty: 4840.368652
	Iteration 4Q: 3 clusters Score -2246774 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2246889.500000 Penalty: 4840.368652
	Iteration 5Q: 3 clusters Score -2246890 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2247004.250000 Penalty: 4840.368652
	Iteration 6Q: 3 clusters Score -2247004 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2247114.000000 Penalty: 4840.368652
	Iteration 7Q: 3 clusters Score -2247114 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2247228.500000 Penalty: 4840.368652
	Iteration 8Q: 3 clusters Score -2247228 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2247368.250000 Penalty: 4840.368652
	Iteration 9Q: 3 clusters Score -2247368 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2247497.250000 Penalty: 4840.368652
	Iteration 10Q: 3 clusters Score -2247497 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2247688.750000 Penalty: 4840.368652
	Iteration 11Q: 3 clusters Score -2247689 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2247933.750000 Penalty: 4840.368652
	Iteration 12Q: 3 clusters Score -2247934 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2248279.750000 Penalty: 4840.368652
	Iteration 13Q: 3 clusters Score -2248280 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2248761.750000 Penalty: 4840.368652
	Iteration 14Q: 3 clusters Score -2248762 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2249344.500000 Penalty: 4840.368652
	Iteration 15Q: 3 clusters Score -2249344 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2249974.500000 Penalty: 4840.368652
	Iteration 16Q: 3 clusters Score -2249974 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2250540.000000 Penalty: 4840.368652
	Iteration 17Q: 3 clusters Score -2250540 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2251048.000000 Penalty: 4840.368652
	Iteration 18Q: 3 clusters Score -2251048 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2251464.000000 Penalty: 4840.368652
	Iteration 19Q: 3 clusters Score -2251464 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2251756.750000 Penalty: 4840.368652
	Iteration 20F: 3 clusters Score -2251757 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2251974.250000 Penalty: 4840.368652
	Iteration 21Q: 3 clusters Score -2251974 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2252114.250000 Penalty: 4840.368652
	Iteration 22Q: 3 clusters Score -2252114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2252188.750000 Penalty: 4840.368652
	Iteration 23Q: 3 clusters Score -2252189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2252231.250000 Penalty: 4840.368652
	Iteration 24Q: 3 clusters Score -2252231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2252263.250000 Penalty: 4840.368652
	Iteration 25Q: 3 clusters Score -2252263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2252295.250000 Penalty: 4840.368652
	Iteration 26Q: 3 clusters Score -2252295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2252317.500000 Penalty: 4840.368652
	Iteration 27Q: 3 clusters Score -2252318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2252334.500000 Penalty: 4840.368652
	Iteration 28Q: 3 clusters Score -2252334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2252349.250000 Penalty: 4840.368652
	Iteration 29Q: 3 clusters Score -2252349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2252364.750000 Penalty: 4840.368652
	Iteration 30Q: 3 clusters Score -2252365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2252376.000000 Penalty: 4840.368652
	Iteration 31Q: 3 clusters Score -2252376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2252386.250000 Penalty: 4840.368652
	Iteration 32Q: 3 clusters Score -2252386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2252392.500000 Penalty: 4840.368652
	Iteration 33Q: 3 clusters Score -2252392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2252396.250000 Penalty: 4840.368652
	Iteration 34Q: 3 clusters Score -2252396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2252398.000000 Penalty: 4840.368652
	Iteration 35Q: 3 clusters Score -2252398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2252399.500000 Penalty: 4840.368652
	Iteration 36Q: 3 clusters Score -2252400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2252399.500000 Penalty: 4840.368652
	Iteration 37F: 3 clusters Score -2252400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Entering Unmasked Estep 
Score: -9234573.000000 Penalty: 2773.974121
	Iteration 0F: 2 clusters Score -9234573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -9186058.000000 Penalty: 5547.948242
	Iteration 0F: 3 clusters Score -9186058 nChanged 33774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -9205153.000000 Penalty: 5547.948242
	Iteration 1F: 3 clusters Score -9205153 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -9205727.000000 Penalty: 5547.948242
	Iteration 2Q: 3 clusters Score -9205727 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -9206272.000000 Penalty: 5547.948242
	Iteration 3Q: 3 clusters Score -9206272 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -9206783.000000 Penalty: 5547.948242
	Iteration 4Q: 3 clusters Score -9206783 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -9207451.000000 Penalty: 5547.948242
	Iteration 5Q: 3 clusters Score -9207451 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -9208297.000000 Penalty: 5547.948242
	Iteration 6Q: 3 clusters Score -9208297 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -9209550.000000 Penalty: 5547.948242
	Iteration 7Q: 3 clusters Score -9209550 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -9211615.000000 Penalty: 5547.948242
	Iteration 8Q: 3 clusters Score -9211615 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -9214903.000000 Penalty: 5547.948242
	Iteration 9F: 3 clusters Score -9214903 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -9219774.000000 Penalty: 5547.948242
	Iteration 10F: 3 clusters Score -9219774 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -9224530.000000 Penalty: 5547.948242
	Iteration 11F: 3 clusters Score -9224530 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -9227569.000000 Penalty: 5547.948242
	Iteration 12F: 3 clusters Score -9227569 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -9228957.000000 Penalty: 5547.948242
	Iteration 13Q: 3 clusters Score -9228957 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -9229798.000000 Penalty: 5547.948242
	Iteration 14Q: 3 clusters Score -9229798 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -9230435.000000 Penalty: 5547.948242
	Iteration 15Q: 3 clusters Score -9230435 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -9230904.000000 Penalty: 5547.948242
	Iteration 16Q: 3 clusters Score -9230904 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -9231131.000000 Penalty: 5547.948242
	Iteration 17Q: 3 clusters Score -9231131 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -9231331.000000 Penalty: 5547.948242
	Iteration 18Q: 3 clusters Score -9231331 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -9231471.000000 Penalty: 5547.948242
	Iteration 19Q: 3 clusters Score -9231471 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -9231555.000000 Penalty: 5547.948242
	Iteration 20F: 3 clusters Score -9231555 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -9231628.000000 Penalty: 5547.948242
	Iteration 21Q: 3 clusters Score -9231628 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 56605 members 
Entering Unmasked Estep 
Score: -9231700.000000 Penalty: 5547.948242
	Iteration 22Q: 3 clusters Score -9231700 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -9231777.000000 Penalty: 5547.948242
	Iteration 23Q: 3 clusters Score -9231777 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -9231845.000000 Penalty: 5547.948242
	Iteration 24Q: 3 clusters Score -9231845 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -9231849.000000 Penalty: 5547.948242
	Iteration 25Q: 3 clusters Score -9231849 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9231886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9231931 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -9231949.000000 Penalty: 5547.948242
	Iteration 28Q: 3 clusters Score -9231949 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9231978 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9231996 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -9232040.000000 Penalty: 5547.948242
	Iteration 31Q: 3 clusters Score -9232040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -9232071.000000 Penalty: 5547.948242
	Iteration 32Q: 3 clusters Score -9232071 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9232090 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -9232124.000000 Penalty: 5547.948242
	Iteration 34Q: 3 clusters Score -9232124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -9232151.000000 Penalty: 5547.948242
	Iteration 35Q: 3 clusters Score -9232151 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -9232124.000000 Penalty: 5547.948242
	Iteration 36Q: 3 clusters Score -9232124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -9232148.000000 Penalty: 5547.948242
	Iteration 37Q: 3 clusters Score -9232148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -9232154.000000 Penalty: 5547.948242
	Iteration 38Q: 3 clusters Score -9232154 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -9232168.000000 Penalty: 5547.948242
	Iteration 39Q: 3 clusters Score -9232168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -9232196.000000 Penalty: 5547.948242
	Iteration 40F: 3 clusters Score -9232196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -9232211.000000 Penalty: 5547.948242
	Iteration 41Q: 3 clusters Score -9232211 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -9232227.000000 Penalty: 5547.948242
	Iteration 42Q: 3 clusters Score -9232227 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -9232266.000000 Penalty: 5547.948242
	Iteration 43Q: 3 clusters Score -9232266 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -9232293.000000 Penalty: 5547.948242
	Iteration 44Q: 3 clusters Score -9232293 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -9232286.000000 Penalty: 5547.948242
	Iteration 45Q: 3 clusters Score -9232286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9232295 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -9232297.000000 Penalty: 5547.948242
	Iteration 47Q: 3 clusters Score -9232297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -9232312.000000 Penalty: 5547.948242
	Iteration 48Q: 3 clusters Score -9232312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -9232340.000000 Penalty: 5547.948242
	Iteration 49Q: 3 clusters Score -9232340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -9232364.000000 Penalty: 5547.948242
	Iteration 50Q: 3 clusters Score -9232364 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -9232403.000000 Penalty: 5547.948242
	Iteration 51Q: 3 clusters Score -9232403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -9232405.000000 Penalty: 5547.948242
	Iteration 52Q: 3 clusters Score -9232405 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -9232389.000000 Penalty: 5547.948242
	Iteration 53Q: 3 clusters Score -9232389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -9232384.000000 Penalty: 5547.948242
	Iteration 54Q: 3 clusters Score -9232384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -9232380.000000 Penalty: 5547.948242
	Iteration 55Q: 3 clusters Score -9232380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -9232391.000000 Penalty: 5547.948242
	Iteration 56Q: 3 clusters Score -9232391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -9232399.000000 Penalty: 5547.948242
	Iteration 57Q: 3 clusters Score -9232399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -9232410.000000 Penalty: 5547.948242
	Iteration 58Q: 3 clusters Score -9232410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -9232434.000000 Penalty: 5547.948242
	Iteration 59Q: 3 clusters Score -9232434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -9232428.000000 Penalty: 5547.948242
	Iteration 60F: 3 clusters Score -9232428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -9232423.000000 Penalty: 5547.948242
	Iteration 61Q: 3 clusters Score -9232423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -9232473.000000 Penalty: 5547.948242
	Iteration 62Q: 3 clusters Score -9232473 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9232474 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
Score: -9232498.000000 Penalty: 5547.948242
	Iteration 64Q: 3 clusters Score -9232498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -9232483.000000 Penalty: 5547.948242
	Iteration 65Q: 3 clusters Score -9232483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -9232493.000000 Penalty: 5547.948242
	Iteration 66Q: 3 clusters Score -9232493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -9232507.000000 Penalty: 5547.948242
	Iteration 67Q: 3 clusters Score -9232507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -9232519.000000 Penalty: 5547.948242
	Iteration 68Q: 3 clusters Score -9232519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -9232535.000000 Penalty: 5547.948242
	Iteration 69Q: 3 clusters Score -9232535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -9232536.000000 Penalty: 5547.948242
	Iteration 70Q: 3 clusters Score -9232536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -9232543.000000 Penalty: 5547.948242
	Iteration 71Q: 3 clusters Score -9232543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -9232548.000000 Penalty: 5547.948242
	Iteration 72Q: 3 clusters Score -9232548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9232550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9232540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -9232549.000000 Penalty: 5547.948242
	Iteration 75Q: 3 clusters Score -9232549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9232557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9232561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
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Entering Unmasked Estep 
Score: -9232560.000000 Penalty: 5547.948242
	Iteration 78Q: 3 clusters Score -9232560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9232567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9232569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9232572 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9232571 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7981 members 
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Entering Unmasked Estep 
Score: -9232566.000000 Penalty: 5547.948242
	Iteration 83Q: 3 clusters Score -9232566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9232572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9232572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -9232576.000000 Penalty: 5547.948242
	Iteration 86Q: 3 clusters Score -9232576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9232567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -9232578.000000 Penalty: 5547.948242
	Iteration 88Q: 3 clusters Score -9232578 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9232572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9232568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9232576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -9232585.000000 Penalty: 5547.948242
	Iteration 92Q: 3 clusters Score -9232585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9232590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -9232594.000000 Penalty: 5547.948242
	Iteration 94Q: 3 clusters Score -9232594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -9232612.000000 Penalty: 5547.948242
	Iteration 95Q: 3 clusters Score -9232612 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -9232606.000000 Penalty: 5547.948242
	Iteration 96Q: 3 clusters Score -9232606 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -9232603.000000 Penalty: 5547.948242
	Iteration 97Q: 3 clusters Score -9232603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -9232600.000000 Penalty: 5547.948242
	Iteration 98Q: 3 clusters Score -9232600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -9232624.000000 Penalty: 5547.948242
	Iteration 99Q: 3 clusters Score -9232624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -9232626.000000 Penalty: 5547.948242
	Iteration 100F: 3 clusters Score -9232626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -9232630.000000 Penalty: 5547.948242
	Iteration 101Q: 3 clusters Score -9232630 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -9232634.000000 Penalty: 5547.948242
	Iteration 102Q: 3 clusters Score -9232634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -9232625.000000 Penalty: 5547.948242
	Iteration 103Q: 3 clusters Score -9232625 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9232636 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9232634 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -9232644.000000 Penalty: 5547.948242
	Iteration 106Q: 3 clusters Score -9232644 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9232645 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -9232629.000000 Penalty: 5547.948242
	Iteration 108Q: 3 clusters Score -9232629 nChanged 12
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Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -9232628.000000 Penalty: 5547.948242
	Iteration 109Q: 3 clusters Score -9232628 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9232628 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9232630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -9232623.000000 Penalty: 5547.948242
	Iteration 112Q: 3 clusters Score -9232623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -9232625.000000 Penalty: 5547.948242
	Iteration 113Q: 3 clusters Score -9232625 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -9232623.000000 Penalty: 5547.948242
	Iteration 114Q: 3 clusters Score -9232623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -9232624.000000 Penalty: 5547.948242
	Iteration 115Q: 3 clusters Score -9232624 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -9232640.000000 Penalty: 5547.948242
	Iteration 116Q: 3 clusters Score -9232640 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 64659 members 
Entering Unmasked Estep 
Score: -9232657.000000 Penalty: 5547.948242
	Iteration 117Q: 3 clusters Score -9232657 nChanged 11
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Entering Unmasked Estep 
Score: -9232658.000000 Penalty: 5547.948242
	Iteration 118Q: 3 clusters Score -9232658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -9232661.000000 Penalty: 5547.948242
	Iteration 119Q: 3 clusters Score -9232661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -9232649.000000 Penalty: 5547.948242
	Iteration 120F: 3 clusters Score -9232649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 64695 members 
Entering Unmasked Estep 
Score: -9232650.000000 Penalty: 5547.948242
	Iteration 121Q: 3 clusters Score -9232650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -9232660.000000 Penalty: 5547.948242
	Iteration 122Q: 3 clusters Score -9232660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -9232664.000000 Penalty: 5547.948242
	Iteration 123Q: 3 clusters Score -9232664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -9232659.000000 Penalty: 5547.948242
	Iteration 124Q: 3 clusters Score -9232659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -9232666.000000 Penalty: 5547.948242
	Iteration 125Q: 3 clusters Score -9232666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -9232674.000000 Penalty: 5547.948242
	Iteration 126Q: 3 clusters Score -9232674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -9232680.000000 Penalty: 5547.948242
	Iteration 127Q: 3 clusters Score -9232680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -9232683.000000 Penalty: 5547.948242
	Iteration 128Q: 3 clusters Score -9232683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -9232685.000000 Penalty: 5547.948242
	Iteration 129Q: 3 clusters Score -9232685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -9232692.000000 Penalty: 5547.948242
	Iteration 130Q: 3 clusters Score -9232692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -9232686.000000 Penalty: 5547.948242
	Iteration 131Q: 3 clusters Score -9232686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -9232690.000000 Penalty: 5547.948242
	Iteration 132Q: 3 clusters Score -9232690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -9232686.000000 Penalty: 5547.948242
	Iteration 133Q: 3 clusters Score -9232686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -9232687.000000 Penalty: 5547.948242
	Iteration 134Q: 3 clusters Score -9232687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -9232687.000000 Penalty: 5547.948242
	Iteration 135Q: 3 clusters Score -9232687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -9232689.000000 Penalty: 5547.948242
	Iteration 136Q: 3 clusters Score -9232689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -9232687.000000 Penalty: 5547.948242
	Iteration 137Q: 3 clusters Score -9232687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -9232688.000000 Penalty: 5547.948242
	Iteration 138Q: 3 clusters Score -9232688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -9232696.000000 Penalty: 5547.948242
	Iteration 139Q: 3 clusters Score -9232696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -9232695.000000 Penalty: 5547.948242
	Iteration 140F: 3 clusters Score -9232695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -9232692.000000 Penalty: 5547.948242
	Iteration 141Q: 3 clusters Score -9232692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -9232684.000000 Penalty: 5547.948242
	Iteration 142Q: 3 clusters Score -9232684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -9232687.000000 Penalty: 5547.948242
	Iteration 143Q: 3 clusters Score -9232687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -9232694.000000 Penalty: 5547.948242
	Iteration 144Q: 3 clusters Score -9232694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -9232685.000000 Penalty: 5547.948242
	Iteration 145Q: 3 clusters Score -9232685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -9232696.000000 Penalty: 5547.948242
	Iteration 146Q: 3 clusters Score -9232696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -9232694.000000 Penalty: 5547.948242
	Iteration 147Q: 3 clusters Score -9232694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -9232679.000000 Penalty: 5547.948242
	Iteration 148Q: 3 clusters Score -9232679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -9232681.000000 Penalty: 5547.948242
	Iteration 149Q: 3 clusters Score -9232681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -9232676.000000 Penalty: 5547.948242
	Iteration 150Q: 3 clusters Score -9232676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9232685.000000 Penalty: 5547.948242
	Iteration 151Q: 3 clusters Score -9232685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -9232704.000000 Penalty: 5547.948242
	Iteration 152Q: 3 clusters Score -9232704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -9232706.000000 Penalty: 5547.948242
	Iteration 153Q: 3 clusters Score -9232706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -9232688.000000 Penalty: 5547.948242
	Iteration 154Q: 3 clusters Score -9232688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -9232697.000000 Penalty: 5547.948242
	Iteration 155Q: 3 clusters Score -9232697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -9232701.000000 Penalty: 5547.948242
	Iteration 156Q: 3 clusters Score -9232701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -9232693.000000 Penalty: 5547.948242
	Iteration 157Q: 3 clusters Score -9232693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -9232697.000000 Penalty: 5547.948242
	Iteration 158Q: 3 clusters Score -9232697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -9232703.000000 Penalty: 5547.948242
	Iteration 159Q: 3 clusters Score -9232703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9232699.000000 Penalty: 5547.948242
	Iteration 160F: 3 clusters Score -9232699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -9232709.000000 Penalty: 5547.948242
	Iteration 161Q: 3 clusters Score -9232709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -9232707.000000 Penalty: 5547.948242
	Iteration 162Q: 3 clusters Score -9232707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -9232716.000000 Penalty: 5547.948242
	Iteration 163Q: 3 clusters Score -9232716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -9232717.000000 Penalty: 5547.948242
	Iteration 164Q: 3 clusters Score -9232717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -9232706.000000 Penalty: 5547.948242
	Iteration 165Q: 3 clusters Score -9232706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -9232707.000000 Penalty: 5547.948242
	Iteration 166Q: 3 clusters Score -9232707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -9232704.000000 Penalty: 5547.948242
	Iteration 167Q: 3 clusters Score -9232704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -9232715.000000 Penalty: 5547.948242
	Iteration 168Q: 3 clusters Score -9232715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -9232711.000000 Penalty: 5547.948242
	Iteration 169Q: 3 clusters Score -9232711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -9232708.000000 Penalty: 5547.948242
	Iteration 170Q: 3 clusters Score -9232708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -9232711.000000 Penalty: 5547.948242
	Iteration 171Q: 3 clusters Score -9232711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -9232720.000000 Penalty: 5547.948242
	Iteration 172Q: 3 clusters Score -9232720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -9232717.000000 Penalty: 5547.948242
	Iteration 173Q: 3 clusters Score -9232717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -9232716.000000 Penalty: 5547.948242
	Iteration 174Q: 3 clusters Score -9232716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -9232720.000000 Penalty: 5547.948242
	Iteration 175Q: 3 clusters Score -9232720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -9232720.000000 Penalty: 5547.948242
	Iteration 176F: 3 clusters Score -9232720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (161898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Entering Unmasked Estep 
Score: -20737192.000000 Penalty: 2974.690918
	Iteration 0F: 2 clusters Score -2.073719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -20629698.000000 Penalty: 5949.381836
	Iteration 0F: 3 clusters Score -2.06297e+07 nChanged 77817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -20674514.000000 Penalty: 5949.381836
	Iteration 1F: 3 clusters Score -2.067451e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -20675400.000000 Penalty: 5949.381836
	Iteration 2Q: 3 clusters Score -2.06754e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -20676542.000000 Penalty: 5949.381836
	Iteration 3Q: 3 clusters Score -2.067654e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -20678330.000000 Penalty: 5949.381836
	Iteration 4Q: 3 clusters Score -2.067833e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -20681040.000000 Penalty: 5949.381836
	Iteration 5Q: 3 clusters Score -2.068104e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -20686222.000000 Penalty: 5949.381836
	Iteration 6F: 3 clusters Score -2.068622e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 120456 members 
Entering Unmasked Estep 
Score: -20695260.000000 Penalty: 5949.381836
	Iteration 7F: 3 clusters Score -2.069526e+07 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 134416 members 
Entering Unmasked Estep 
Score: -20707822.000000 Penalty: 5949.381836
	Iteration 8F: 3 clusters Score -2.070782e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 146882 members 
Entering Unmasked Estep 
Score: -20720288.000000 Penalty: 5949.381836
	Iteration 9F: 3 clusters Score -2.072029e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -20728402.000000 Penalty: 5949.381836
	Iteration 10F: 3 clusters Score -2.07284e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 159080 members 
Entering Unmasked Estep 
Score: -20732174.000000 Penalty: 5949.381836
	Iteration 11Q: 3 clusters Score -2.073217e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -20733530.000000 Penalty: 5949.381836
	Iteration 12Q: 3 clusters Score -2.073353e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -20734108.000000 Penalty: 5949.381836
	Iteration 13Q: 3 clusters Score -2.073411e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -20734328.000000 Penalty: 5949.381836
	Iteration 14Q: 3 clusters Score -2.073433e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -20734436.000000 Penalty: 5949.381836
	Iteration 15Q: 3 clusters Score -2.073444e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 161488 members 
Entering Unmasked Estep 
Score: -20734502.000000 Penalty: 5949.381836
	Iteration 16Q: 3 clusters Score -2.07345e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -20734518.000000 Penalty: 5949.381836
	Iteration 17Q: 3 clusters Score -2.073452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -20734524.000000 Penalty: 5949.381836
	Iteration 18Q: 3 clusters Score -2.073452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161544 members 
Entering Unmasked Estep 
Score: -20734538.000000 Penalty: 5949.381836
	Iteration 19Q: 3 clusters Score -2.073454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -20734554.000000 Penalty: 5949.381836
	Iteration 20F: 3 clusters Score -2.073455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -20734538.000000 Penalty: 5949.381836
	Iteration 21Q: 3 clusters Score -2.073454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 161556 members 
Entering Unmasked Estep 
Score: -20734558.000000 Penalty: 5949.381836
	Iteration 22Q: 3 clusters Score -2.073456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -20734576.000000 Penalty: 5949.381836
	Iteration 23Q: 3 clusters Score -2.073458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -20734566.000000 Penalty: 5949.381836
	Iteration 24Q: 3 clusters Score -2.073457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -20734566.000000 Penalty: 5949.381836
	Iteration 25Q: 3 clusters Score -2.073457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161563 members 
Entering Unmasked Estep 
Score: -20734560.000000 Penalty: 5949.381836
	Iteration 26Q: 3 clusters Score -2.073456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 161567 members 
Entering Unmasked Estep 
Score: -20734566.000000 Penalty: 5949.381836
	Iteration 27Q: 3 clusters Score -2.073457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -20734596.000000 Penalty: 5949.381836
	Iteration 28Q: 3 clusters Score -2.07346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 161577 members 
Entering Unmasked Estep 
Score: -20734584.000000 Penalty: 5949.381836
	Iteration 29Q: 3 clusters Score -2.073458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -20734606.000000 Penalty: 5949.381836
	Iteration 30Q: 3 clusters Score -2.073461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -20734614.000000 Penalty: 5949.381836
	Iteration 31Q: 3 clusters Score -2.073461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -20734610.000000 Penalty: 5949.381836
	Iteration 32Q: 3 clusters Score -2.073461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -20734608.000000 Penalty: 5949.381836
	Iteration 33Q: 3 clusters Score -2.073461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -20734608.000000 Penalty: 5949.381836
	Iteration 34F: 3 clusters Score -2.073461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (169035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169035 members 
Entering Unmasked Estep 
Score: -21689248.000000 Penalty: 2985.389404
	Iteration 0F: 2 clusters Score -2.168925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -21577886.000000 Penalty: 5970.778809
	Iteration 0F: 3 clusters Score -2.157789e+07 nChanged 80826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -21624712.000000 Penalty: 5970.778809
	Iteration 1F: 3 clusters Score -2.162471e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -21625290.000000 Penalty: 5970.778809
	Iteration 2Q: 3 clusters Score -2.162529e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -21626040.000000 Penalty: 5970.778809
	Iteration 3Q: 3 clusters Score -2.162604e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -21627090.000000 Penalty: 5970.778809
	Iteration 4Q: 3 clusters Score -2.162709e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -21628838.000000 Penalty: 5970.778809
	Iteration 5Q: 3 clusters Score -2.162884e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -21631760.000000 Penalty: 5970.778809
	Iteration 6Q: 3 clusters Score -2.163176e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -21637276.000000 Penalty: 5970.778809
	Iteration 7F: 3 clusters Score -2.163728e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 124402 members 
Entering Unmasked Estep 
Score: -21646536.000000 Penalty: 5970.778809
	Iteration 8F: 3 clusters Score -2.164654e+07 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -21659866.000000 Penalty: 5970.778809
	Iteration 9F: 3 clusters Score -2.165987e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -21673052.000000 Penalty: 5970.778809
	Iteration 10F: 3 clusters Score -2.167305e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -21681084.000000 Penalty: 5970.778809
	Iteration 11F: 3 clusters Score -2.168108e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -21684482.000000 Penalty: 5970.778809
	Iteration 12Q: 3 clusters Score -2.168448e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -21685810.000000 Penalty: 5970.778809
	Iteration 13Q: 3 clusters Score -2.168581e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 167708 members 
Entering Unmasked Estep 
Score: -21686320.000000 Penalty: 5970.778809
	Iteration 14Q: 3 clusters Score -2.168632e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 168008 members 
Entering Unmasked Estep 
Score: -21686552.000000 Penalty: 5970.778809
	Iteration 15Q: 3 clusters Score -2.168655e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 168145 members 
Entering Unmasked Estep 
Score: -21686696.000000 Penalty: 5970.778809
	Iteration 16Q: 3 clusters Score -2.16867e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -21686738.000000 Penalty: 5970.778809
	Iteration 17Q: 3 clusters Score -2.168674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 168293 members 
Entering Unmasked Estep 
Score: -21686808.000000 Penalty: 5970.778809
	Iteration 18Q: 3 clusters Score -2.168681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -21686830.000000 Penalty: 5970.778809
	Iteration 19Q: 3 clusters Score -2.168683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -21686844.000000 Penalty: 5970.778809
	Iteration 20F: 3 clusters Score -2.168684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 168363 members 
Entering Unmasked Estep 
Score: -21686880.000000 Penalty: 5970.778809
	Iteration 21Q: 3 clusters Score -2.168688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 168370 members 
Entering Unmasked Estep 
Score: -21686890.000000 Penalty: 5970.778809
	Iteration 22Q: 3 clusters Score -2.168689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -21686886.000000 Penalty: 5970.778809
	Iteration 23Q: 3 clusters Score -2.168689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 168383 members 
Entering Unmasked Estep 
Score: -21686896.000000 Penalty: 5970.778809
	Iteration 24Q: 3 clusters Score -2.16869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -21686910.000000 Penalty: 5970.778809
	Iteration 25Q: 3 clusters Score -2.168691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 168394 members 
Entering Unmasked Estep 
Score: -21686914.000000 Penalty: 5970.778809
	Iteration 26Q: 3 clusters Score -2.168691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -21686906.000000 Penalty: 5970.778809
	Iteration 27Q: 3 clusters Score -2.168691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 168418 members 
Entering Unmasked Estep 
Score: -21686910.000000 Penalty: 5970.778809
	Iteration 28Q: 3 clusters Score -2.168691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -21686930.000000 Penalty: 5970.778809
	Iteration 29Q: 3 clusters Score -2.168693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -21686940.000000 Penalty: 5970.778809
	Iteration 30Q: 3 clusters Score -2.168694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -21686940.000000 Penalty: 5970.778809
	Iteration 31Q: 3 clusters Score -2.168694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 168439 members 
Entering Unmasked Estep 
Score: -21686926.000000 Penalty: 5970.778809
	Iteration 32Q: 3 clusters Score -2.168693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -21686916.000000 Penalty: 5970.778809
	Iteration 33Q: 3 clusters Score -2.168692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -21686926.000000 Penalty: 5970.778809
	Iteration 34Q: 3 clusters Score -2.168693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -21686920.000000 Penalty: 5970.778809
	Iteration 35Q: 3 clusters Score -2.168692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -21686934.000000 Penalty: 5970.778809
	Iteration 36Q: 3 clusters Score -2.168693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -21686936.000000 Penalty: 5970.778809
	Iteration 37Q: 3 clusters Score -2.168694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -21686936.000000 Penalty: 5970.778809
	Iteration 38F: 3 clusters Score -2.168694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Entering Unmasked Estep 
Score: -719198.750000 Penalty: 2151.878174
	Iteration 0F: 2 clusters Score -719198.8 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 2949 members 
Entering Unmasked Estep 
Score: -714129.500000 Penalty: 4303.756348
	Iteration 0F: 3 clusters Score -714129.5 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -715411.812500 Penalty: 4303.756348
	Iteration 1F: 3 clusters Score -715411.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -715709.437500 Penalty: 4303.756348
	Iteration 2F: 3 clusters Score -715709.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -715951.187500 Penalty: 4303.756348
	Iteration 3F: 3 clusters Score -715951.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -716161.687500 Penalty: 4303.756348
	Iteration 4Q: 3 clusters Score -716161.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -716363.937500 Penalty: 4303.756348
	Iteration 5Q: 3 clusters Score -716363.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -716554.937500 Penalty: 4303.756348
	Iteration 6Q: 3 clusters Score -716554.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -716738.375000 Penalty: 4303.756348
	Iteration 7Q: 3 clusters Score -716738.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -716920.312500 Penalty: 4303.756348
	Iteration 8Q: 3 clusters Score -716920.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -717083.875000 Penalty: 4303.756348
	Iteration 9Q: 3 clusters Score -717083.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -717194.437500 Penalty: 4303.756348
	Iteration 10Q: 3 clusters Score -717194.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -717295.187500 Penalty: 4303.756348
	Iteration 11Q: 3 clusters Score -717295.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -717374.687500 Penalty: 4303.756348
	Iteration 12Q: 3 clusters Score -717374.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -717447.375000 Penalty: 4303.756348
	Iteration 13Q: 3 clusters Score -717447.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -717507.375000 Penalty: 4303.756348
	Iteration 14Q: 3 clusters Score -717507.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -717571.375000 Penalty: 4303.756348
	Iteration 15Q: 3 clusters Score -717571.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -717621.875000 Penalty: 4303.756348
	Iteration 16Q: 3 clusters Score -717621.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -717677.875000 Penalty: 4303.756348
	Iteration 17Q: 3 clusters Score -717677.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -717728.937500 Penalty: 4303.756348
	Iteration 18Q: 3 clusters Score -717728.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -717764.187500 Penalty: 4303.756348
	Iteration 19Q: 3 clusters Score -717764.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -717783.375000 Penalty: 4303.756348
	Iteration 20F: 3 clusters Score -717783.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -717797.687500 Penalty: 4303.756348
	Iteration 21Q: 3 clusters Score -717797.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -717807.187500 Penalty: 4303.756348
	Iteration 22Q: 3 clusters Score -717807.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -717813.687500 Penalty: 4303.756348
	Iteration 23Q: 3 clusters Score -717813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -717823.625000 Penalty: 4303.756348
	Iteration 24Q: 3 clusters Score -717823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -717830.625000 Penalty: 4303.756348
	Iteration 25Q: 3 clusters Score -717830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -717834.312500 Penalty: 4303.756348
	Iteration 26Q: 3 clusters Score -717834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -717835.875000 Penalty: 4303.756348
	Iteration 27Q: 3 clusters Score -717835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -717836.750000 Penalty: 4303.756348
	Iteration 28Q: 3 clusters Score -717836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -717837.062500 Penalty: 4303.756348
	Iteration 29Q: 3 clusters Score -717837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -717838.687500 Penalty: 4303.756348
	Iteration 30Q: 3 clusters Score -717838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -717839.625000 Penalty: 4303.756348
	Iteration 31Q: 3 clusters Score -717839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -717839.687500 Penalty: 4303.756348
	Iteration 32Q: 3 clusters Score -717839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -717839.687500 Penalty: 4303.756348
	Iteration 33F: 3 clusters Score -717839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Entering Unmasked Estep 
Score: -3176304.500000 Penalty: 2506.879639
	Iteration 0F: 2 clusters Score -3176304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3159420.000000 Penalty: 5013.759277
	Iteration 0F: 3 clusters Score -3159420 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3165225.500000 Penalty: 5013.759277
	Iteration 1F: 3 clusters Score -3165226 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3165620.750000 Penalty: 5013.759277
	Iteration 2Q: 3 clusters Score -3165621 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3165959.250000 Penalty: 5013.759277
	Iteration 3Q: 3 clusters Score -3165959 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3166252.250000 Penalty: 5013.759277
	Iteration 4Q: 3 clusters Score -3166252 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3166536.750000 Penalty: 5013.759277
	Iteration 5Q: 3 clusters Score -3166537 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3166841.500000 Penalty: 5013.759277
	Iteration 6Q: 3 clusters Score -3166842 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -3167199.750000 Penalty: 5013.759277
	Iteration 7Q: 3 clusters Score -3167200 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3167617.750000 Penalty: 5013.759277
	Iteration 8Q: 3 clusters Score -3167618 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3168117.000000 Penalty: 5013.759277
	Iteration 9Q: 3 clusters Score -3168117 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3168795.250000 Penalty: 5013.759277
	Iteration 10Q: 3 clusters Score -3168795 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3169511.500000 Penalty: 5013.759277
	Iteration 11Q: 3 clusters Score -3169512 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3170207.000000 Penalty: 5013.759277
	Iteration 12Q: 3 clusters Score -3170207 nChanged 993
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3170712.000000 Penalty: 5013.759277
	Iteration 13Q: 3 clusters Score -3170712 nChanged 787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3170991.500000 Penalty: 5013.759277
	Iteration 14Q: 3 clusters Score -3170992 nChanged 565
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3171187.750000 Penalty: 5013.759277
	Iteration 15Q: 3 clusters Score -3171188 nChanged 427
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Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3171292.250000 Penalty: 5013.759277
	Iteration 16Q: 3 clusters Score -3171292 nChanged 341
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Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3171383.500000 Penalty: 5013.759277
	Iteration 17Q: 3 clusters Score -3171384 nChanged 278
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Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3171452.250000 Penalty: 5013.759277
	Iteration 18Q: 3 clusters Score -3171452 nChanged 236
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Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3171498.000000 Penalty: 5013.759277
	Iteration 19Q: 3 clusters Score -3171498 nChanged 220
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Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3171517.750000 Penalty: 5013.759277
	Iteration 20F: 3 clusters Score -3171518 nChanged 207
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Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3171582.750000 Penalty: 5013.759277
	Iteration 21Q: 3 clusters Score -3171583 nChanged 212
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3171621.500000 Penalty: 5013.759277
	Iteration 22Q: 3 clusters Score -3171622 nChanged 185
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Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3171650.250000 Penalty: 5013.759277
	Iteration 23Q: 3 clusters Score -3171650 nChanged 198
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Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3171687 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3171733.500000 Penalty: 5013.759277
	Iteration 25Q: 3 clusters Score -3171734 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3171774.750000 Penalty: 5013.759277
	Iteration 26Q: 3 clusters Score -3171775 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3171806.000000 Penalty: 5013.759277
	Iteration 27Q: 3 clusters Score -3171806 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3171845.000000 Penalty: 5013.759277
	Iteration 28Q: 3 clusters Score -3171845 nChanged 177
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Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3171892.500000 Penalty: 5013.759277
	Iteration 29Q: 3 clusters Score -3171892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3171936.000000 Penalty: 5013.759277
	Iteration 30Q: 3 clusters Score -3171936 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3171962.500000 Penalty: 5013.759277
	Iteration 31Q: 3 clusters Score -3171962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3172013.250000 Penalty: 5013.759277
	Iteration 32Q: 3 clusters Score -3172013 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3172047.000000 Penalty: 5013.759277
	Iteration 33Q: 3 clusters Score -3172047 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3172078.750000 Penalty: 5013.759277
	Iteration 34Q: 3 clusters Score -3172079 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3172125.750000 Penalty: 5013.759277
	Iteration 35Q: 3 clusters Score -3172126 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3172149.750000 Penalty: 5013.759277
	Iteration 36Q: 3 clusters Score -3172150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3172170.750000 Penalty: 5013.759277
	Iteration 37Q: 3 clusters Score -3172171 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3172206.500000 Penalty: 5013.759277
	Iteration 38Q: 3 clusters Score -3172206 nChanged 126
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Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3172204.000000 Penalty: 5013.759277
	Iteration 39Q: 3 clusters Score -3172204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3172242.250000 Penalty: 5013.759277
	Iteration 40F: 3 clusters Score -3172242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3172251.750000 Penalty: 5013.759277
	Iteration 41Q: 3 clusters Score -3172252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3172274.750000 Penalty: 5013.759277
	Iteration 42Q: 3 clusters Score -3172275 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3172282.750000 Penalty: 5013.759277
	Iteration 43Q: 3 clusters Score -3172283 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3172293.750000 Penalty: 5013.759277
	Iteration 44Q: 3 clusters Score -3172294 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3172293.750000 Penalty: 5013.759277
	Iteration 45Q: 3 clusters Score -3172294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3172297.250000 Penalty: 5013.759277
	Iteration 46Q: 3 clusters Score -3172297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3172309.750000 Penalty: 5013.759277
	Iteration 47Q: 3 clusters Score -3172310 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3172323.500000 Penalty: 5013.759277
	Iteration 48Q: 3 clusters Score -3172324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3172327.000000 Penalty: 5013.759277
	Iteration 49Q: 3 clusters Score -3172327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3172337.000000 Penalty: 5013.759277
	Iteration 50Q: 3 clusters Score -3172337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3172333.250000 Penalty: 5013.759277
	Iteration 51Q: 3 clusters Score -3172333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3172346.250000 Penalty: 5013.759277
	Iteration 52Q: 3 clusters Score -3172346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3172347.250000 Penalty: 5013.759277
	Iteration 53Q: 3 clusters Score -3172347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3172356.500000 Penalty: 5013.759277
	Iteration 54Q: 3 clusters Score -3172356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3172354.000000 Penalty: 5013.759277
	Iteration 55Q: 3 clusters Score -3172354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3172355.250000 Penalty: 5013.759277
	Iteration 56Q: 3 clusters Score -3172355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3172356.000000 Penalty: 5013.759277
	Iteration 57Q: 3 clusters Score -3172356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3172356.250000 Penalty: 5013.759277
	Iteration 58Q: 3 clusters Score -3172356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3172359.750000 Penalty: 5013.759277
	Iteration 59Q: 3 clusters Score -3172360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3172361.500000 Penalty: 5013.759277
	Iteration 60F: 3 clusters Score -3172362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3172360.000000 Penalty: 5013.759277
	Iteration 61Q: 3 clusters Score -3172360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3172361.500000 Penalty: 5013.759277
	Iteration 62Q: 3 clusters Score -3172362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3172358.500000 Penalty: 5013.759277
	Iteration 63Q: 3 clusters Score -3172358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3172363.000000 Penalty: 5013.759277
	Iteration 64Q: 3 clusters Score -3172363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3172363.750000 Penalty: 5013.759277
	Iteration 65Q: 3 clusters Score -3172364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3172371.000000 Penalty: 5013.759277
	Iteration 66Q: 3 clusters Score -3172371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -3172372.500000 Penalty: 5013.759277
	Iteration 67Q: 3 clusters Score -3172372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3172379.500000 Penalty: 5013.759277
	Iteration 68Q: 3 clusters Score -3172380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3172384.500000 Penalty: 5013.759277
	Iteration 69Q: 3 clusters Score -3172384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3172373.750000 Penalty: 5013.759277
	Iteration 70Q: 3 clusters Score -3172374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3172377.250000 Penalty: 5013.759277
	Iteration 71Q: 3 clusters Score -3172377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3172384.000000 Penalty: 5013.759277
	Iteration 72Q: 3 clusters Score -3172384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3172380.250000 Penalty: 5013.759277
	Iteration 73Q: 3 clusters Score -3172380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3172386.750000 Penalty: 5013.759277
	Iteration 74Q: 3 clusters Score -3172387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3172387.750000 Penalty: 5013.759277
	Iteration 75Q: 3 clusters Score -3172388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3172384.750000 Penalty: 5013.759277
	Iteration 76Q: 3 clusters Score -3172385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3172390.250000 Penalty: 5013.759277
	Iteration 77Q: 3 clusters Score -3172390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3172393.500000 Penalty: 5013.759277
	Iteration 78Q: 3 clusters Score -3172394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3172389.500000 Penalty: 5013.759277
	Iteration 79Q: 3 clusters Score -3172390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3172400.250000 Penalty: 5013.759277
	Iteration 80F: 3 clusters Score -3172400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3172394.000000 Penalty: 5013.759277
	Iteration 81Q: 3 clusters Score -3172394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3172394.750000 Penalty: 5013.759277
	Iteration 82Q: 3 clusters Score -3172395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3172396.500000 Penalty: 5013.759277
	Iteration 83Q: 3 clusters Score -3172396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3172397.750000 Penalty: 5013.759277
	Iteration 84Q: 3 clusters Score -3172398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3172404.750000 Penalty: 5013.759277
	Iteration 85Q: 3 clusters Score -3172405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3172405.250000 Penalty: 5013.759277
	Iteration 86Q: 3 clusters Score -3172405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3172405.250000 Penalty: 5013.759277
	Iteration 87Q: 3 clusters Score -3172405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3172408.500000 Penalty: 5013.759277
	Iteration 88Q: 3 clusters Score -3172408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3172405.000000 Penalty: 5013.759277
	Iteration 89Q: 3 clusters Score -3172405 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3172408 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3172405.750000 Penalty: 5013.759277
	Iteration 91Q: 3 clusters Score -3172406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3172401.250000 Penalty: 5013.759277
	Iteration 92Q: 3 clusters Score -3172401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3172405.750000 Penalty: 5013.759277
	Iteration 93Q: 3 clusters Score -3172406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
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Entering Unmasked Estep 
Score: -3172402.500000 Penalty: 5013.759277
	Iteration 94Q: 3 clusters Score -3172402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3172401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3172400.500000 Penalty: 5013.759277
	Iteration 96Q: 3 clusters Score -3172400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3172402.750000 Penalty: 5013.759277
	Iteration 97Q: 3 clusters Score -3172403 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3172402.750000 Penalty: 5013.759277
	Iteration 98F: 3 clusters Score -3172403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 172477 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10456 members 
Mstep: Class 5 contains 1187 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 73946 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 72069 members 
Mstep: Class 15 contains 161898 members 
Mstep: Class 17 contains 169035 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 21 contains 24548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98276920.000000 Penalty: 63939.507812
Iteration 79Q: 20 clusters Score -9.827692e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 172469 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 1184 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 11554 members 
Mstep: Class 8 contains 22029 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 74077 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 72011 members 
Mstep: Class 15 contains 161936 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 168889 members 
Mstep: Class 18 contains 5922 members 
Mstep: Class 21 contains 24509 members 
Entering Unmasked Estep 
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Score: -98277128.000000 Penalty: 63939.507812
Iteration 80F: 20 clusters Score -9.827713e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 172409 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 10318 members 
Mstep: Class 10 contains 74209 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 689 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 71952 members 
Mstep: Class 15 contains 162009 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 168750 members 
Mstep: Class 18 contains 5971 members 
Mstep: Class 21 contains 24482 members 
Entering Unmasked Estep 
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Iteration 81Q: 20 clusters Score -9.827722e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 172369 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 22047 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 74321 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 71916 members 
Mstep: Class 15 contains 161994 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168673 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 21 contains 24473 members 
Entering Unmasked Estep 
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Iteration 82Q: 20 clusters Score -9.82773e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 172330 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 22063 members 
Mstep: Class 9 contains 10346 members 
Mstep: Class 10 contains 74451 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 71869 members 
Mstep: Class 15 contains 161933 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168646 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 21 contains 24459 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -9.827739e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 172310 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 22076 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 74574 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 17285 members 
Mstep: Class 14 contains 71834 members 
Mstep: Class 15 contains 161868 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168592 members 
Mstep: Class 18 contains 6096 members 
Mstep: Class 21 contains 24441 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -9.827744e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 172318 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 22095 members 
Mstep: Class 9 contains 10394 members 
Mstep: Class 10 contains 74672 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 706 members 
Mstep: Class 13 contains 17278 members 
Mstep: Class 14 contains 71827 members 
Mstep: Class 15 contains 161810 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168515 members 
Mstep: Class 18 contains 6124 members 
Mstep: Class 21 contains 24427 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -9.827756e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 172307 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 22105 members 
Mstep: Class 9 contains 10419 members 
Mstep: Class 10 contains 74750 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 13 contains 17274 members 
Mstep: Class 14 contains 71838 members 
Mstep: Class 15 contains 161762 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168452 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 21 contains 24406 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -9.827754e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 172282 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 22115 members 
Mstep: Class 9 contains 10440 members 
Mstep: Class 10 contains 74840 members 
Mstep: Class 11 contains 18329 members 
Mstep: Class 12 contains 716 members 
Mstep: Class 13 contains 17273 members 
Mstep: Class 14 contains 71837 members 
Mstep: Class 15 contains 161717 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168398 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 21 contains 24395 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -9.827755e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 172288 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4730 members 
Mstep: Class 7 contains 11603 members 
Mstep: Class 8 contains 22128 members 
Mstep: Class 9 contains 10458 members 
Mstep: Class 10 contains 74942 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 17270 members 
Mstep: Class 14 contains 71831 members 
Mstep: Class 15 contains 161624 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168369 members 
Mstep: Class 18 contains 6224 members 
Mstep: Class 21 contains 24368 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -9.82775e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 172294 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4727 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 22144 members 
Mstep: Class 9 contains 10480 members 
Mstep: Class 10 contains 75035 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 17267 members 
Mstep: Class 14 contains 71842 members 
Mstep: Class 15 contains 161459 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168388 members 
Mstep: Class 18 contains 6251 members 
Mstep: Class 21 contains 24357 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -9.827782e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 172280 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4722 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 75106 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 17271 members 
Mstep: Class 14 contains 71852 members 
Mstep: Class 15 contains 161311 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168423 members 
Mstep: Class 18 contains 6280 members 
Mstep: Class 21 contains 24343 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -9.827773e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 172268 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 10443 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4721 members 
Mstep: Class 7 contains 11642 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 75169 members 
Mstep: Class 11 contains 18313 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 13 contains 17270 members 
Mstep: Class 14 contains 71865 members 
Mstep: Class 15 contains 161141 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168479 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 21 contains 24327 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -9.827779e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 172250 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 11661 members 
Mstep: Class 8 contains 22168 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 75225 members 
Mstep: Class 11 contains 18313 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 17272 members 
Mstep: Class 14 contains 71878 members 
Mstep: Class 15 contains 160980 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168537 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 21 contains 24316 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -9.827802e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 172238 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 11697 members 
Mstep: Class 8 contains 22182 members 
Mstep: Class 9 contains 10602 members 
Mstep: Class 10 contains 75276 members 
Mstep: Class 11 contains 18304 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 17282 members 
Mstep: Class 14 contains 71892 members 
Mstep: Class 15 contains 160792 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168623 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 21 contains 24304 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -9.827808e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 172247 members 
Mstep: Class 3 contains 425 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4716 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 10622 members 
Mstep: Class 10 contains 75327 members 
Mstep: Class 11 contains 18295 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 71940 members 
Mstep: Class 15 contains 160593 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168691 members 
Mstep: Class 18 contains 6399 members 
Mstep: Class 21 contains 24296 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -9.827836e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 172277 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10419 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 11758 members 
Mstep: Class 8 contains 22185 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 75368 members 
Mstep: Class 11 contains 18286 members 
Mstep: Class 12 contains 793 members 
Mstep: Class 13 contains 17294 members 
Mstep: Class 14 contains 71991 members 
Mstep: Class 15 contains 160423 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168721 members 
Mstep: Class 18 contains 6416 members 
Mstep: Class 21 contains 24292 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -9.827824e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 172301 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10412 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4706 members 
Mstep: Class 7 contains 11781 members 
Mstep: Class 8 contains 22189 members 
Mstep: Class 9 contains 10642 members 
Mstep: Class 10 contains 75401 members 
Mstep: Class 11 contains 18285 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 17305 members 
Mstep: Class 14 contains 72037 members 
Mstep: Class 15 contains 160250 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168768 members 
Mstep: Class 18 contains 6437 members 
Mstep: Class 21 contains 24288 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -9.827834e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 172339 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10411 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4696 members 
Mstep: Class 7 contains 11790 members 
Mstep: Class 8 contains 22203 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 75441 members 
Mstep: Class 11 contains 18280 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 17310 members 
Mstep: Class 14 contains 72064 members 
Mstep: Class 15 contains 160109 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168793 members 
Mstep: Class 18 contains 6449 members 
Mstep: Class 21 contains 24277 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -9.827836e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 172393 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10410 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 11798 members 
Mstep: Class 8 contains 22210 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 75493 members 
Mstep: Class 11 contains 18278 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 72074 members 
Mstep: Class 15 contains 159968 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168809 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 21 contains 24268 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -9.827838e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 172440 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10411 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 11801 members 
Mstep: Class 8 contains 22219 members 
Mstep: Class 9 contains 10672 members 
Mstep: Class 10 contains 75539 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 72100 members 
Mstep: Class 15 contains 159819 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168823 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 21 contains 24263 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -9.827827e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 172460 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10413 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 11804 members 
Mstep: Class 8 contains 22233 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 75586 members 
Mstep: Class 11 contains 18277 members 
Mstep: Class 12 contains 797 members 
Mstep: Class 13 contains 17319 members 
Mstep: Class 14 contains 72132 members 
Mstep: Class 15 contains 159654 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168872 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 21 contains 24261 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -9.827837e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 172436 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10414 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4658 members 
Mstep: Class 7 contains 11812 members 
Mstep: Class 8 contains 22249 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 75637 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 798 members 
Mstep: Class 13 contains 17322 members 
Mstep: Class 14 contains 72146 members 
Mstep: Class 15 contains 159515 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168936 members 
Mstep: Class 18 contains 6481 members 
Mstep: Class 21 contains 24258 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -9.82785e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 172436 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4651 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 22255 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 75672 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 800 members 
Mstep: Class 13 contains 17329 members 
Mstep: Class 14 contains 72165 members 
Mstep: Class 15 contains 159397 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 168984 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 21 contains 24255 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -9.827851e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 172430 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10405 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4642 members 
Mstep: Class 7 contains 11822 members 
Mstep: Class 8 contains 22255 members 
Mstep: Class 9 contains 10713 members 
Mstep: Class 10 contains 75691 members 
Mstep: Class 11 contains 18268 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 72185 members 
Mstep: Class 15 contains 159291 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169051 members 
Mstep: Class 18 contains 6500 members 
Mstep: Class 21 contains 24253 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -9.82785e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 172419 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10402 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 11825 members 
Mstep: Class 8 contains 22254 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 75701 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17339 members 
Mstep: Class 14 contains 72223 members 
Mstep: Class 15 contains 159197 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169109 members 
Mstep: Class 18 contains 6512 members 
Mstep: Class 21 contains 24244 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -9.827847e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 172390 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 10402 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4628 members 
Mstep: Class 7 contains 11829 members 
Mstep: Class 8 contains 22255 members 
Mstep: Class 9 contains 10719 members 
Mstep: Class 10 contains 75717 members 
Mstep: Class 11 contains 18265 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17351 members 
Mstep: Class 14 contains 72254 members 
Mstep: Class 15 contains 159100 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169167 members 
Mstep: Class 18 contains 6522 members 
Mstep: Class 21 contains 24244 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -9.827851e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 172367 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22263 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 10 contains 75732 members 
Mstep: Class 11 contains 18262 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17350 members 
Mstep: Class 14 contains 72278 members 
Mstep: Class 15 contains 159001 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169239 members 
Mstep: Class 18 contains 6532 members 
Mstep: Class 21 contains 24235 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -9.827859e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22270 members 
Mstep: Class 9 contains 10726 members 
Mstep: Class 10 contains 75744 members 
Mstep: Class 11 contains 18256 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17356 members 
Mstep: Class 14 contains 72314 members 
Mstep: Class 15 contains 158894 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169334 members 
Mstep: Class 18 contains 6543 members 
Mstep: Class 21 contains 24227 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -9.827878e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 172311 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4606 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22276 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 75774 members 
Mstep: Class 11 contains 18241 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17367 members 
Mstep: Class 14 contains 72327 members 
Mstep: Class 15 contains 158798 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169409 members 
Mstep: Class 18 contains 6551 members 
Mstep: Class 21 contains 24221 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -9.827877e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 172290 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10391 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22279 members 
Mstep: Class 9 contains 10736 members 
Mstep: Class 10 contains 75791 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17378 members 
Mstep: Class 14 contains 72372 members 
Mstep: Class 15 contains 158679 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169488 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 21 contains 24217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278736.000000 Penalty: 63939.507812
Iteration 109Q: 20 clusters Score -9.827874e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172266 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 75808 members 
Mstep: Class 11 contains 18235 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17387 members 
Mstep: Class 14 contains 72418 members 
Mstep: Class 15 contains 158547 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169567 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 21 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 63939.507812
Iteration 110Q: 20 clusters Score -9.827875e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172230 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10385 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 22297 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 75827 members 
Mstep: Class 11 contains 18235 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17389 members 
Mstep: Class 14 contains 72455 members 
Mstep: Class 15 contains 158422 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169657 members 
Mstep: Class 18 contains 6564 members 
Mstep: Class 21 contains 24205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 63939.507812
Iteration 111Q: 20 clusters Score -9.827875e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172203 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10383 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 22309 members 
Mstep: Class 9 contains 10774 members 
Mstep: Class 10 contains 75845 members 
Mstep: Class 11 contains 18230 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17396 members 
Mstep: Class 14 contains 72496 members 
Mstep: Class 15 contains 158302 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169726 members 
Mstep: Class 18 contains 6567 members 
Mstep: Class 21 contains 24204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 63939.507812
Iteration 112Q: 20 clusters Score -9.827869e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172182 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10385 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 22315 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 75862 members 
Mstep: Class 11 contains 18222 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17405 members 
Mstep: Class 14 contains 72537 members 
Mstep: Class 15 contains 158155 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169828 members 
Mstep: Class 18 contains 6570 members 
Mstep: Class 21 contains 24193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278704.000000 Penalty: 63939.507812
Iteration 113Q: 20 clusters Score -9.82787e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172154 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10390 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22316 members 
Mstep: Class 9 contains 10804 members 
Mstep: Class 10 contains 75883 members 
Mstep: Class 11 contains 18213 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17414 members 
Mstep: Class 14 contains 72584 members 
Mstep: Class 15 contains 158001 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 169938 members 
Mstep: Class 18 contains 6573 members 
Mstep: Class 21 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278608.000000 Penalty: 63939.507812
Iteration 114Q: 20 clusters Score -9.827861e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172123 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22320 members 
Mstep: Class 9 contains 10819 members 
Mstep: Class 10 contains 75905 members 
Mstep: Class 11 contains 18213 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17424 members 
Mstep: Class 14 contains 72610 members 
Mstep: Class 15 contains 157850 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170045 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 21 contains 24172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278664.000000 Penalty: 63939.507812
Iteration 115Q: 20 clusters Score -9.827866e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172103 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10402 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 22327 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 75927 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17436 members 
Mstep: Class 14 contains 72636 members 
Mstep: Class 15 contains 157697 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170126 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 21 contains 24166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278720.000000 Penalty: 63939.507812
Iteration 116Q: 20 clusters Score -9.827872e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172092 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10405 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 22336 members 
Mstep: Class 9 contains 10864 members 
Mstep: Class 10 contains 75955 members 
Mstep: Class 11 contains 18221 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17453 members 
Mstep: Class 14 contains 72662 members 
Mstep: Class 15 contains 157525 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170207 members 
Mstep: Class 18 contains 6594 members 
Mstep: Class 21 contains 24162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278608.000000 Penalty: 63939.507812
Iteration 117Q: 20 clusters Score -9.827861e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172072 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22339 members 
Mstep: Class 9 contains 10881 members 
Mstep: Class 10 contains 75986 members 
Mstep: Class 11 contains 18229 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17467 members 
Mstep: Class 14 contains 72678 members 
Mstep: Class 15 contains 157388 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170284 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 21 contains 24151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278368.000000 Penalty: 63939.507812
Iteration 118Q: 20 clusters Score -9.827837e+07 nChanged 477
Entering ConstructFrom: 
Score: -98278368.000000 Penalty: 63939.507812
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -467744.812500 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -467744.8 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 1857 members 
Entering Unmasked Estep 
Score: -464022.875000 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -464022.9 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -464907.968750 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -464908 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -465161.437500 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -465161.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -465357.531250 Penalty: 4083.158203
	Iteration 3F: 3 clusters Score -465357.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -465527.656250 Penalty: 4083.158203
	Iteration 4F: 3 clusters Score -465527.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -465702.906250 Penalty: 4083.158203
	Iteration 5F: 3 clusters Score -465702.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -465819.281250 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -465819.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -465931.406250 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -465931.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -466036.031250 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -466036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -466121.281250 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -466121.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -466203.000000 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -466203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -466269.406250 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -466269.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -466337.375000 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -466337.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -466383.281250 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -466383.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -466420.625000 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -466420.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -466451.000000 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -466451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -466470.750000 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -466470.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -466482.531250 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -466482.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -466493.062500 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -466493.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -466504.281250 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -466504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -466514.062500 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -466514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -466519.187500 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -466519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -466525.281250 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -466525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -466529.468750 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -466529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -466532.406250 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -466532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -466533.343750 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -466533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -466533.968750 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -466534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -466534.406250 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -466534.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -466534.406250 Penalty: 4083.158203
	Iteration 28F: 3 clusters Score -466534.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Entering Unmasked Estep 
Score: -22065678.000000 Penalty: 2989.812988
	Iteration 0F: 2 clusters Score -2.206568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -21952252.000000 Penalty: 5979.625977
	Iteration 0F: 3 clusters Score -2.195225e+07 nChanged 82333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -22000140.000000 Penalty: 5979.625977
	Iteration 1F: 3 clusters Score -2.200014e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -22001154.000000 Penalty: 5979.625977
	Iteration 2Q: 3 clusters Score -2.200115e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -22002462.000000 Penalty: 5979.625977
	Iteration 3Q: 3 clusters Score -2.200246e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -22003812.000000 Penalty: 5979.625977
	Iteration 4Q: 3 clusters Score -2.200381e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -22005468.000000 Penalty: 5979.625977
	Iteration 5Q: 3 clusters Score -2.200547e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -22008054.000000 Penalty: 5979.625977
	Iteration 6Q: 3 clusters Score -2.200805e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -22011564.000000 Penalty: 5979.625977
	Iteration 7Q: 3 clusters Score -2.201156e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -22017508.000000 Penalty: 5979.625977
	Iteration 8F: 3 clusters Score -2.201751e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -22025412.000000 Penalty: 5979.625977
	Iteration 9F: 3 clusters Score -2.202541e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -22034136.000000 Penalty: 5979.625977
	Iteration 10F: 3 clusters Score -2.203414e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -22039522.000000 Penalty: 5979.625977
	Iteration 11F: 3 clusters Score -2.203952e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -22041630.000000 Penalty: 5979.625977
	Iteration 12Q: 3 clusters Score -2.204163e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -22042380.000000 Penalty: 5979.625977
	Iteration 13Q: 3 clusters Score -2.204238e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -22042718.000000 Penalty: 5979.625977
	Iteration 14Q: 3 clusters Score -2.204272e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -22042962.000000 Penalty: 5979.625977
	Iteration 15Q: 3 clusters Score -2.204296e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -22043168.000000 Penalty: 5979.625977
	Iteration 16Q: 3 clusters Score -2.204317e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -22043424.000000 Penalty: 5979.625977
	Iteration 17Q: 3 clusters Score -2.204342e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -22043588.000000 Penalty: 5979.625977
	Iteration 18Q: 3 clusters Score -2.204359e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -22043766.000000 Penalty: 5979.625977
	Iteration 19Q: 3 clusters Score -2.204377e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -22043926.000000 Penalty: 5979.625977
	Iteration 20F: 3 clusters Score -2.204393e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -22044050.000000 Penalty: 5979.625977
	Iteration 21Q: 3 clusters Score -2.204405e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -22044164.000000 Penalty: 5979.625977
	Iteration 22Q: 3 clusters Score -2.204416e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -22044302.000000 Penalty: 5979.625977
	Iteration 23Q: 3 clusters Score -2.20443e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -22044430.000000 Penalty: 5979.625977
	Iteration 24Q: 3 clusters Score -2.204443e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -22044542.000000 Penalty: 5979.625977
	Iteration 25Q: 3 clusters Score -2.204454e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -22044586.000000 Penalty: 5979.625977
	Iteration 26Q: 3 clusters Score -2.204459e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -22044724.000000 Penalty: 5979.625977
	Iteration 27Q: 3 clusters Score -2.204472e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -22044844.000000 Penalty: 5979.625977
	Iteration 28Q: 3 clusters Score -2.204484e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -22044976.000000 Penalty: 5979.625977
	Iteration 29Q: 3 clusters Score -2.204498e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -22045144.000000 Penalty: 5979.625977
	Iteration 30Q: 3 clusters Score -2.204514e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -22045256.000000 Penalty: 5979.625977
	Iteration 31Q: 3 clusters Score -2.204526e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -22045494.000000 Penalty: 5979.625977
	Iteration 32Q: 3 clusters Score -2.204549e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -22045726.000000 Penalty: 5979.625977
	Iteration 33Q: 3 clusters Score -2.204573e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -22045836.000000 Penalty: 5979.625977
	Iteration 34Q: 3 clusters Score -2.204584e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97115 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -22046104.000000 Penalty: 5979.625977
	Iteration 35Q: 3 clusters Score -2.20461e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -22046424.000000 Penalty: 5979.625977
	Iteration 36Q: 3 clusters Score -2.204642e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -22046754.000000 Penalty: 5979.625977
	Iteration 37Q: 3 clusters Score -2.204675e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -22047156.000000 Penalty: 5979.625977
	Iteration 38Q: 3 clusters Score -2.204716e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -22047508.000000 Penalty: 5979.625977
	Iteration 39Q: 3 clusters Score -2.204751e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -22047866.000000 Penalty: 5979.625977
	Iteration 40F: 3 clusters Score -2.204787e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -22048356.000000 Penalty: 5979.625977
	Iteration 41Q: 3 clusters Score -2.204836e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -22048674.000000 Penalty: 5979.625977
	Iteration 42Q: 3 clusters Score -2.204867e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -22049068.000000 Penalty: 5979.625977
	Iteration 43Q: 3 clusters Score -2.204907e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111827 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -22049556.000000 Penalty: 5979.625977
	Iteration 44Q: 3 clusters Score -2.204956e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -22050032.000000 Penalty: 5979.625977
	Iteration 45Q: 3 clusters Score -2.205003e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -22050454.000000 Penalty: 5979.625977
	Iteration 46Q: 3 clusters Score -2.205045e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -22050886.000000 Penalty: 5979.625977
	Iteration 47Q: 3 clusters Score -2.205089e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -22051348.000000 Penalty: 5979.625977
	Iteration 48Q: 3 clusters Score -2.205135e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -22051650.000000 Penalty: 5979.625977
	Iteration 49Q: 3 clusters Score -2.205165e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -22052160.000000 Penalty: 5979.625977
	Iteration 50Q: 3 clusters Score -2.205216e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124901 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -22052600.000000 Penalty: 5979.625977
	Iteration 51Q: 3 clusters Score -2.20526e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126808 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -22053066.000000 Penalty: 5979.625977
	Iteration 52Q: 3 clusters Score -2.205307e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128734 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -22053446.000000 Penalty: 5979.625977
	Iteration 53Q: 3 clusters Score -2.205345e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130685 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -22053884.000000 Penalty: 5979.625977
	Iteration 54Q: 3 clusters Score -2.205388e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132675 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -22054460.000000 Penalty: 5979.625977
	Iteration 55Q: 3 clusters Score -2.205446e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -22054958.000000 Penalty: 5979.625977
	Iteration 56Q: 3 clusters Score -2.205496e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136550 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -22055348.000000 Penalty: 5979.625977
	Iteration 57Q: 3 clusters Score -2.205535e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -22055706.000000 Penalty: 5979.625977
	Iteration 58Q: 3 clusters Score -2.205571e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -22056074.000000 Penalty: 5979.625977
	Iteration 59Q: 3 clusters Score -2.205607e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -22056464.000000 Penalty: 5979.625977
	Iteration 60F: 3 clusters Score -2.205646e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143837 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -22056946.000000 Penalty: 5979.625977
	Iteration 61Q: 3 clusters Score -2.205695e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -22057380.000000 Penalty: 5979.625977
	Iteration 62Q: 3 clusters Score -2.205738e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147463 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -22057850.000000 Penalty: 5979.625977
	Iteration 63Q: 3 clusters Score -2.205785e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -22058296.000000 Penalty: 5979.625977
	Iteration 64Q: 3 clusters Score -2.20583e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150820 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -22058800.000000 Penalty: 5979.625977
	Iteration 65Q: 3 clusters Score -2.20588e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152388 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -22059256.000000 Penalty: 5979.625977
	Iteration 66Q: 3 clusters Score -2.205926e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -22059678.000000 Penalty: 5979.625977
	Iteration 67Q: 3 clusters Score -2.205968e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155369 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -22060234.000000 Penalty: 5979.625977
	Iteration 68Q: 3 clusters Score -2.206023e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -22060792.000000 Penalty: 5979.625977
	Iteration 69Q: 3 clusters Score -2.206079e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -22061332.000000 Penalty: 5979.625977
	Iteration 70Q: 3 clusters Score -2.206133e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -22061778.000000 Penalty: 5979.625977
	Iteration 71Q: 3 clusters Score -2.206178e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160436 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -22062108.000000 Penalty: 5979.625977
	Iteration 72Q: 3 clusters Score -2.206211e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -22062336.000000 Penalty: 5979.625977
	Iteration 73Q: 3 clusters Score -2.206234e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -22062566.000000 Penalty: 5979.625977
	Iteration 74Q: 3 clusters Score -2.206257e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -22062788.000000 Penalty: 5979.625977
	Iteration 75Q: 3 clusters Score -2.206279e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -22062968.000000 Penalty: 5979.625977
	Iteration 76Q: 3 clusters Score -2.206297e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -22063082.000000 Penalty: 5979.625977
	Iteration 77Q: 3 clusters Score -2.206308e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -22063212.000000 Penalty: 5979.625977
	Iteration 78Q: 3 clusters Score -2.206321e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -22063338.000000 Penalty: 5979.625977
	Iteration 79Q: 3 clusters Score -2.206334e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -22063460.000000 Penalty: 5979.625977
	Iteration 80F: 3 clusters Score -2.206346e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167106 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -22063482.000000 Penalty: 5979.625977
	Iteration 81Q: 3 clusters Score -2.206348e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -22063544.000000 Penalty: 5979.625977
	Iteration 82Q: 3 clusters Score -2.206354e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -22063600.000000 Penalty: 5979.625977
	Iteration 83Q: 3 clusters Score -2.20636e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -22063682.000000 Penalty: 5979.625977
	Iteration 84Q: 3 clusters Score -2.206368e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -22063670.000000 Penalty: 5979.625977
	Iteration 85Q: 3 clusters Score -2.206367e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168754 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -22063660.000000 Penalty: 5979.625977
	Iteration 86Q: 3 clusters Score -2.206366e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22063682.000000 Penalty: 5979.625977
	Iteration 87Q: 3 clusters Score -2.206368e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169216 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -22063728.000000 Penalty: 5979.625977
	Iteration 88Q: 3 clusters Score -2.206373e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22063758.000000 Penalty: 5979.625977
	Iteration 89Q: 3 clusters Score -2.206376e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -22063780.000000 Penalty: 5979.625977
	Iteration 90Q: 3 clusters Score -2.206378e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169730 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -22063730.000000 Penalty: 5979.625977
	Iteration 91Q: 3 clusters Score -2.206373e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -22063662.000000 Penalty: 5979.625977
	Iteration 92Q: 3 clusters Score -2.206366e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22063668.000000 Penalty: 5979.625977
	Iteration 93Q: 3 clusters Score -2.206367e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22063704.000000 Penalty: 5979.625977
	Iteration 94Q: 3 clusters Score -2.20637e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170118 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -22063698.000000 Penalty: 5979.625977
	Iteration 95Q: 3 clusters Score -2.20637e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22063718.000000 Penalty: 5979.625977
	Iteration 96Q: 3 clusters Score -2.206372e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22063746.000000 Penalty: 5979.625977
	Iteration 97Q: 3 clusters Score -2.206375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -22063704.000000 Penalty: 5979.625977
	Iteration 98Q: 3 clusters Score -2.20637e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -22063708.000000 Penalty: 5979.625977
	Iteration 99Q: 3 clusters Score -2.206371e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -22063728.000000 Penalty: 5979.625977
	Iteration 100F: 3 clusters Score -2.206373e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170413 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22063734.000000 Penalty: 5979.625977
	Iteration 101Q: 3 clusters Score -2.206373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170454 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22063732.000000 Penalty: 5979.625977
	Iteration 102Q: 3 clusters Score -2.206373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -22063748.000000 Penalty: 5979.625977
	Iteration 103Q: 3 clusters Score -2.206375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -22063736.000000 Penalty: 5979.625977
	Iteration 104Q: 3 clusters Score -2.206374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22063778.000000 Penalty: 5979.625977
	Iteration 105Q: 3 clusters Score -2.206378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22063770.000000 Penalty: 5979.625977
	Iteration 106Q: 3 clusters Score -2.206377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22063754.000000 Penalty: 5979.625977
	Iteration 107Q: 3 clusters Score -2.206375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170690 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22063756.000000 Penalty: 5979.625977
	Iteration 108Q: 3 clusters Score -2.206376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -22063772.000000 Penalty: 5979.625977
	Iteration 109Q: 3 clusters Score -2.206377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22063760.000000 Penalty: 5979.625977
	Iteration 110Q: 3 clusters Score -2.206376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170744 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22063756.000000 Penalty: 5979.625977
	Iteration 111Q: 3 clusters Score -2.206376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -22063726.000000 Penalty: 5979.625977
	Iteration 112Q: 3 clusters Score -2.206373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22063722.000000 Penalty: 5979.625977
	Iteration 113Q: 3 clusters Score -2.206372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22063718.000000 Penalty: 5979.625977
	Iteration 114Q: 3 clusters Score -2.206372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -22063708.000000 Penalty: 5979.625977
	Iteration 115Q: 3 clusters Score -2.206371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22063726.000000 Penalty: 5979.625977
	Iteration 116Q: 3 clusters Score -2.206373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22063722.000000 Penalty: 5979.625977
	Iteration 117Q: 3 clusters Score -2.206372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170812 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22063730.000000 Penalty: 5979.625977
	Iteration 118Q: 3 clusters Score -2.206373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22063736.000000 Penalty: 5979.625977
	Iteration 119Q: 3 clusters Score -2.206374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -22063742.000000 Penalty: 5979.625977
	Iteration 120F: 3 clusters Score -2.206374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170831 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22063734.000000 Penalty: 5979.625977
	Iteration 121Q: 3 clusters Score -2.206373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170843 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22063734.000000 Penalty: 5979.625977
	Iteration 122Q: 3 clusters Score -2.206373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170856 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22063712.000000 Penalty: 5979.625977
	Iteration 123Q: 3 clusters Score -2.206371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170870 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22063716.000000 Penalty: 5979.625977
	Iteration 124Q: 3 clusters Score -2.206372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22063754.000000 Penalty: 5979.625977
	Iteration 125Q: 3 clusters Score -2.206375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -22063750.000000 Penalty: 5979.625977
	Iteration 126Q: 3 clusters Score -2.206375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -22063740.000000 Penalty: 5979.625977
	Iteration 127Q: 3 clusters Score -2.206374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170900 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22063738.000000 Penalty: 5979.625977
	Iteration 128Q: 3 clusters Score -2.206374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170905 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22063742.000000 Penalty: 5979.625977
	Iteration 129Q: 3 clusters Score -2.206374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170908 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22063722.000000 Penalty: 5979.625977
	Iteration 130Q: 3 clusters Score -2.206372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22063726.000000 Penalty: 5979.625977
	Iteration 131Q: 3 clusters Score -2.206373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22063724.000000 Penalty: 5979.625977
	Iteration 132Q: 3 clusters Score -2.206372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22063738.000000 Penalty: 5979.625977
	Iteration 133Q: 3 clusters Score -2.206374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22063738.000000 Penalty: 5979.625977
	Iteration 134F: 3 clusters Score -2.206374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43236.496094 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43236.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43460.546875 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43460.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43582.070312 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -43582.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43616.808594 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43616.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43641.820312 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43641.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43673.769531 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43673.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43710.359375 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -43710.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43724.953125 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -43724.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43737.800781 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -43737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43740.398438 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -43740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43740.398438 Penalty: 3005.324951
	Iteration 10F: 3 clusters Score -43740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -1355449.875000 Penalty: 2293.986572
	Iteration 0F: 2 clusters Score -1355450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1347584.125000 Penalty: 4587.973145
	Iteration 0F: 3 clusters Score -1347584 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1349818.625000 Penalty: 4587.973145
	Iteration 1F: 3 clusters Score -1349819 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1350076.250000 Penalty: 4587.973145
	Iteration 2F: 3 clusters Score -1350076 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1350252.375000 Penalty: 4587.973145
	Iteration 3Q: 3 clusters Score -1350252 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1350393.875000 Penalty: 4587.973145
	Iteration 4Q: 3 clusters Score -1350394 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1350508.375000 Penalty: 4587.973145
	Iteration 5Q: 3 clusters Score -1350508 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1350623.125000 Penalty: 4587.973145
	Iteration 6Q: 3 clusters Score -1350623 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1350752.250000 Penalty: 4587.973145
	Iteration 7Q: 3 clusters Score -1350752 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1350865.000000 Penalty: 4587.973145
	Iteration 8Q: 3 clusters Score -1350865 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1351001.875000 Penalty: 4587.973145
	Iteration 9Q: 3 clusters Score -1351002 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1351188.250000 Penalty: 4587.973145
	Iteration 10Q: 3 clusters Score -1351188 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1351441.500000 Penalty: 4587.973145
	Iteration 11Q: 3 clusters Score -1351442 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1351735.000000 Penalty: 4587.973145
	Iteration 12Q: 3 clusters Score -1351735 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1352045.625000 Penalty: 4587.973145
	Iteration 13Q: 3 clusters Score -1352046 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1352369.000000 Penalty: 4587.973145
	Iteration 14Q: 3 clusters Score -1352369 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1352665.625000 Penalty: 4587.973145
	Iteration 15Q: 3 clusters Score -1352666 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1352850.500000 Penalty: 4587.973145
	Iteration 16Q: 3 clusters Score -1352850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1352971.750000 Penalty: 4587.973145
	Iteration 17Q: 3 clusters Score -1352972 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1353046.750000 Penalty: 4587.973145
	Iteration 18Q: 3 clusters Score -1353047 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1353107.625000 Penalty: 4587.973145
	Iteration 19Q: 3 clusters Score -1353108 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1353145.250000 Penalty: 4587.973145
	Iteration 20F: 3 clusters Score -1353145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1353177.625000 Penalty: 4587.973145
	Iteration 21Q: 3 clusters Score -1353178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1353191.250000 Penalty: 4587.973145
	Iteration 22Q: 3 clusters Score -1353191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1353213.000000 Penalty: 4587.973145
	Iteration 23Q: 3 clusters Score -1353213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1353236.125000 Penalty: 4587.973145
	Iteration 24Q: 3 clusters Score -1353236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1353245.625000 Penalty: 4587.973145
	Iteration 25Q: 3 clusters Score -1353246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1353260.125000 Penalty: 4587.973145
	Iteration 26Q: 3 clusters Score -1353260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1353264.000000 Penalty: 4587.973145
	Iteration 27Q: 3 clusters Score -1353264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1353270.125000 Penalty: 4587.973145
	Iteration 28Q: 3 clusters Score -1353270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1353277.000000 Penalty: 4587.973145
	Iteration 29Q: 3 clusters Score -1353277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1353285.500000 Penalty: 4587.973145
	Iteration 30Q: 3 clusters Score -1353286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1353288.500000 Penalty: 4587.973145
	Iteration 31Q: 3 clusters Score -1353288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1353293.750000 Penalty: 4587.973145
	Iteration 32Q: 3 clusters Score -1353294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1353304.250000 Penalty: 4587.973145
	Iteration 33Q: 3 clusters Score -1353304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1353310.125000 Penalty: 4587.973145
	Iteration 34Q: 3 clusters Score -1353310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1353317.250000 Penalty: 4587.973145
	Iteration 35Q: 3 clusters Score -1353317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1353324.250000 Penalty: 4587.973145
	Iteration 36Q: 3 clusters Score -1353324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1353328.375000 Penalty: 4587.973145
	Iteration 37Q: 3 clusters Score -1353328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1353331.000000 Penalty: 4587.973145
	Iteration 38Q: 3 clusters Score -1353331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1353334.250000 Penalty: 4587.973145
	Iteration 39Q: 3 clusters Score -1353334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1353337.000000 Penalty: 4587.973145
	Iteration 40F: 3 clusters Score -1353337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1353338.750000 Penalty: 4587.973145
	Iteration 41Q: 3 clusters Score -1353339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1353339.000000 Penalty: 4587.973145
	Iteration 42Q: 3 clusters Score -1353339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1353345.875000 Penalty: 4587.973145
	Iteration 43Q: 3 clusters Score -1353346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1353345.125000 Penalty: 4587.973145
	Iteration 44Q: 3 clusters Score -1353345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1353345.625000 Penalty: 4587.973145
	Iteration 45Q: 3 clusters Score -1353346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1353348.625000 Penalty: 4587.973145
	Iteration 46Q: 3 clusters Score -1353349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1353348.750000 Penalty: 4587.973145
	Iteration 47Q: 3 clusters Score -1353349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1353348.625000 Penalty: 4587.973145
	Iteration 48Q: 3 clusters Score -1353349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1353349.125000 Penalty: 4587.973145
	Iteration 49Q: 3 clusters Score -1353349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1353348.750000 Penalty: 4587.973145
	Iteration 50Q: 3 clusters Score -1353349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1353353.250000 Penalty: 4587.973145
	Iteration 51Q: 3 clusters Score -1353353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1353353.750000 Penalty: 4587.973145
	Iteration 52Q: 3 clusters Score -1353354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1353350.500000 Penalty: 4587.973145
	Iteration 53Q: 3 clusters Score -1353350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1353356.500000 Penalty: 4587.973145
	Iteration 54Q: 3 clusters Score -1353356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1353360.500000 Penalty: 4587.973145
	Iteration 55Q: 3 clusters Score -1353360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1353360.500000 Penalty: 4587.973145
	Iteration 56Q: 3 clusters Score -1353360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1353360.500000 Penalty: 4587.973145
	Iteration 57Q: 3 clusters Score -1353360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1353363.000000 Penalty: 4587.973145
	Iteration 58Q: 3 clusters Score -1353363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1353364.750000 Penalty: 4587.973145
	Iteration 59Q: 3 clusters Score -1353365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1353364.750000 Penalty: 4587.973145
	Iteration 60F: 3 clusters Score -1353365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1353365.625000 Penalty: 4587.973145
	Iteration 61Q: 3 clusters Score -1353366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1353365.625000 Penalty: 4587.973145
	Iteration 62Q: 3 clusters Score -1353366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1353365.625000 Penalty: 4587.973145
	Iteration 63F: 3 clusters Score -1353366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122886.000000 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120819.296875 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120819.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -121374.882812 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -121374.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121697.695312 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121697.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122016.367188 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -122016.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122314.937500 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -122314.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122522.242188 Penalty: 3507.921387
	Iteration 5F: 3 clusters Score -122522.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122643.437500 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -122643.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122694.234375 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -122694.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -122762.210938 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -122762.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122841.382812 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -122841.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122902.828125 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -122902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122951.359375 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -122951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122990.820312 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -122990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123000.132812 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -123000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123004.625000 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -123004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -123012.929688 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -123012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123017.539062 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -123017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123022.984375 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -123023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123025.289062 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -123025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123027.960938 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -123028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123027.960938 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -123028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172077 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 76010 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17485 members 
Mstep: Class 14 contains 72701 members 
Mstep: Class 15 contains 157231 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170366 members 
Mstep: Class 18 contains 6610 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 21 contains 24138 members 
Entering Unmasked Estep 
Score: -98276904.000000 Penalty: 67304.742188
Splitting cluster 5 changes total score from -98278368.000000 to -98276904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -580789.937500 Penalty: 2087.124512
	Iteration 0F: 2 clusters Score -580789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -576501.750000 Penalty: 4174.249023
	Iteration 0F: 3 clusters Score -576501.8 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -577507.187500 Penalty: 4174.249023
	Iteration 1F: 3 clusters Score -577507.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -577762.937500 Penalty: 4174.249023
	Iteration 2F: 3 clusters Score -577762.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -577904.312500 Penalty: 4174.249023
	Iteration 3F: 3 clusters Score -577904.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -578026.875000 Penalty: 4174.249023
	Iteration 4Q: 3 clusters Score -578026.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -578135.562500 Penalty: 4174.249023
	Iteration 5Q: 3 clusters Score -578135.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -578200.687500 Penalty: 4174.249023
	Iteration 6Q: 3 clusters Score -578200.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -578249.375000 Penalty: 4174.249023
	Iteration 7Q: 3 clusters Score -578249.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -578288.812500 Penalty: 4174.249023
	Iteration 8Q: 3 clusters Score -578288.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -578320.375000 Penalty: 4174.249023
	Iteration 9Q: 3 clusters Score -578320.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -578355.750000 Penalty: 4174.249023
	Iteration 10Q: 3 clusters Score -578355.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -578390.375000 Penalty: 4174.249023
	Iteration 11Q: 3 clusters Score -578390.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -578424.625000 Penalty: 4174.249023
	Iteration 12Q: 3 clusters Score -578424.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -578453.375000 Penalty: 4174.249023
	Iteration 13Q: 3 clusters Score -578453.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -578481.250000 Penalty: 4174.249023
	Iteration 14Q: 3 clusters Score -578481.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -578514.687500 Penalty: 4174.249023
	Iteration 15Q: 3 clusters Score -578514.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -578548.875000 Penalty: 4174.249023
	Iteration 16Q: 3 clusters Score -578548.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -578589.875000 Penalty: 4174.249023
	Iteration 17Q: 3 clusters Score -578589.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -578634.250000 Penalty: 4174.249023
	Iteration 18Q: 3 clusters Score -578634.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -578676.437500 Penalty: 4174.249023
	Iteration 19Q: 3 clusters Score -578676.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -578715.875000 Penalty: 4174.249023
	Iteration 20F: 3 clusters Score -578715.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -578747.312500 Penalty: 4174.249023
	Iteration 21Q: 3 clusters Score -578747.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -578774.562500 Penalty: 4174.249023
	Iteration 22Q: 3 clusters Score -578774.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -578804.687500 Penalty: 4174.249023
	Iteration 23Q: 3 clusters Score -578804.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -578832.437500 Penalty: 4174.249023
	Iteration 24Q: 3 clusters Score -578832.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -578863.750000 Penalty: 4174.249023
	Iteration 25Q: 3 clusters Score -578863.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -578895.437500 Penalty: 4174.249023
	Iteration 26Q: 3 clusters Score -578895.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -578919.500000 Penalty: 4174.249023
	Iteration 27Q: 3 clusters Score -578919.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -578958.312500 Penalty: 4174.249023
	Iteration 28Q: 3 clusters Score -578958.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -578994.187500 Penalty: 4174.249023
	Iteration 29Q: 3 clusters Score -578994.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -579019.062500 Penalty: 4174.249023
	Iteration 30Q: 3 clusters Score -579019.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -579043.937500 Penalty: 4174.249023
	Iteration 31Q: 3 clusters Score -579043.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -579063.687500 Penalty: 4174.249023
	Iteration 32Q: 3 clusters Score -579063.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -579081.125000 Penalty: 4174.249023
	Iteration 33Q: 3 clusters Score -579081.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -579096.875000 Penalty: 4174.249023
	Iteration 34Q: 3 clusters Score -579096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -579107.500000 Penalty: 4174.249023
	Iteration 35Q: 3 clusters Score -579107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -579114.687500 Penalty: 4174.249023
	Iteration 36Q: 3 clusters Score -579114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -579121.812500 Penalty: 4174.249023
	Iteration 37Q: 3 clusters Score -579121.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -579127.375000 Penalty: 4174.249023
	Iteration 38Q: 3 clusters Score -579127.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -579132.062500 Penalty: 4174.249023
	Iteration 39Q: 3 clusters Score -579132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -579137.687500 Penalty: 4174.249023
	Iteration 40F: 3 clusters Score -579137.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -579139.875000 Penalty: 4174.249023
	Iteration 41Q: 3 clusters Score -579139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -579144.250000 Penalty: 4174.249023
	Iteration 42Q: 3 clusters Score -579144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -579148.625000 Penalty: 4174.249023
	Iteration 43Q: 3 clusters Score -579148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -579149.250000 Penalty: 4174.249023
	Iteration 44Q: 3 clusters Score -579149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -579151.625000 Penalty: 4174.249023
	Iteration 45Q: 3 clusters Score -579151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -579151.187500 Penalty: 4174.249023
	Iteration 46Q: 3 clusters Score -579151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -579151.187500 Penalty: 4174.249023
	Iteration 47F: 3 clusters Score -579151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Entering Unmasked Estep 
Score: -1430265.500000 Penalty: 2325.988281
	Iteration 0F: 2 clusters Score -1430266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1421437.875000 Penalty: 4651.976562
	Iteration 0F: 3 clusters Score -1421438 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1424124.375000 Penalty: 4651.976562
	Iteration 1F: 3 clusters Score -1424124 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1424471.500000 Penalty: 4651.976562
	Iteration 2F: 3 clusters Score -1424472 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1424720.875000 Penalty: 4651.976562
	Iteration 3F: 3 clusters Score -1424721 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1424898.750000 Penalty: 4651.976562
	Iteration 4Q: 3 clusters Score -1424899 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1425039.500000 Penalty: 4651.976562
	Iteration 5Q: 3 clusters Score -1425040 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1425187.125000 Penalty: 4651.976562
	Iteration 6Q: 3 clusters Score -1425187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1425323.625000 Penalty: 4651.976562
	Iteration 7Q: 3 clusters Score -1425324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1425475.000000 Penalty: 4651.976562
	Iteration 8Q: 3 clusters Score -1425475 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1425685.375000 Penalty: 4651.976562
	Iteration 9Q: 3 clusters Score -1425685 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1425894.375000 Penalty: 4651.976562
	Iteration 10Q: 3 clusters Score -1425894 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1426106.500000 Penalty: 4651.976562
	Iteration 11Q: 3 clusters Score -1426106 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1426339.250000 Penalty: 4651.976562
	Iteration 12Q: 3 clusters Score -1426339 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1426568.625000 Penalty: 4651.976562
	Iteration 13Q: 3 clusters Score -1426569 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1426775.000000 Penalty: 4651.976562
	Iteration 14Q: 3 clusters Score -1426775 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1426951.750000 Penalty: 4651.976562
	Iteration 15Q: 3 clusters Score -1426952 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1427103.500000 Penalty: 4651.976562
	Iteration 16Q: 3 clusters Score -1427104 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1427261.875000 Penalty: 4651.976562
	Iteration 17Q: 3 clusters Score -1427262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1427413.750000 Penalty: 4651.976562
	Iteration 18Q: 3 clusters Score -1427414 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1427527.125000 Penalty: 4651.976562
	Iteration 19Q: 3 clusters Score -1427527 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1427629.625000 Penalty: 4651.976562
	Iteration 20F: 3 clusters Score -1427630 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1427748.125000 Penalty: 4651.976562
	Iteration 21Q: 3 clusters Score -1427748 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1427828.750000 Penalty: 4651.976562
	Iteration 22Q: 3 clusters Score -1427829 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1427892.000000 Penalty: 4651.976562
	Iteration 23Q: 3 clusters Score -1427892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1427950.750000 Penalty: 4651.976562
	Iteration 24Q: 3 clusters Score -1427951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1427997.875000 Penalty: 4651.976562
	Iteration 25Q: 3 clusters Score -1427998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1428034.625000 Penalty: 4651.976562
	Iteration 26Q: 3 clusters Score -1428035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1428063.875000 Penalty: 4651.976562
	Iteration 27Q: 3 clusters Score -1428064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1428087.000000 Penalty: 4651.976562
	Iteration 28Q: 3 clusters Score -1428087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1428104.375000 Penalty: 4651.976562
	Iteration 29Q: 3 clusters Score -1428104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1428116.875000 Penalty: 4651.976562
	Iteration 30Q: 3 clusters Score -1428117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1428132.000000 Penalty: 4651.976562
	Iteration 31Q: 3 clusters Score -1428132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1428142.000000 Penalty: 4651.976562
	Iteration 32Q: 3 clusters Score -1428142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1428155.000000 Penalty: 4651.976562
	Iteration 33Q: 3 clusters Score -1428155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1428163.000000 Penalty: 4651.976562
	Iteration 34Q: 3 clusters Score -1428163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1428168.000000 Penalty: 4651.976562
	Iteration 35Q: 3 clusters Score -1428168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1428173.625000 Penalty: 4651.976562
	Iteration 36Q: 3 clusters Score -1428174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1428173.875000 Penalty: 4651.976562
	Iteration 37Q: 3 clusters Score -1428174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1428176.000000 Penalty: 4651.976562
	Iteration 38Q: 3 clusters Score -1428176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1428175.125000 Penalty: 4651.976562
	Iteration 39Q: 3 clusters Score -1428175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1428178.750000 Penalty: 4651.976562
	Iteration 40F: 3 clusters Score -1428179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1428177.875000 Penalty: 4651.976562
	Iteration 41Q: 3 clusters Score -1428178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1428179.250000 Penalty: 4651.976562
	Iteration 42Q: 3 clusters Score -1428179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1428179.750000 Penalty: 4651.976562
	Iteration 43Q: 3 clusters Score -1428180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1428182.875000 Penalty: 4651.976562
	Iteration 44Q: 3 clusters Score -1428183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1428183.125000 Penalty: 4651.976562
	Iteration 45Q: 3 clusters Score -1428183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1428186.125000 Penalty: 4651.976562
	Iteration 46Q: 3 clusters Score -1428186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1428190.875000 Penalty: 4651.976562
	Iteration 47Q: 3 clusters Score -1428191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1428193.500000 Penalty: 4651.976562
	Iteration 48Q: 3 clusters Score -1428194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1428198.500000 Penalty: 4651.976562
	Iteration 49Q: 3 clusters Score -1428198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1428199.125000 Penalty: 4651.976562
	Iteration 50Q: 3 clusters Score -1428199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1428199.125000 Penalty: 4651.976562
	Iteration 51F: 3 clusters Score -1428199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Entering Unmasked Estep 
Score: -2897000.500000 Penalty: 2483.560791
	Iteration 0F: 2 clusters Score -2897000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2881458.500000 Penalty: 4967.121582
	Iteration 0F: 3 clusters Score -2881458 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2886683.250000 Penalty: 4967.121582
	Iteration 1F: 3 clusters Score -2886683 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2887013.000000 Penalty: 4967.121582
	Iteration 2Q: 3 clusters Score -2887013 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2887287.750000 Penalty: 4967.121582
	Iteration 3Q: 3 clusters Score -2887288 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2887497.250000 Penalty: 4967.121582
	Iteration 4Q: 3 clusters Score -2887497 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2887684.500000 Penalty: 4967.121582
	Iteration 5Q: 3 clusters Score -2887684 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2887865.250000 Penalty: 4967.121582
	Iteration 6Q: 3 clusters Score -2887865 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2888123.500000 Penalty: 4967.121582
	Iteration 7Q: 3 clusters Score -2888124 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2888429.000000 Penalty: 4967.121582
	Iteration 8Q: 3 clusters Score -2888429 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2888841.000000 Penalty: 4967.121582
	Iteration 9Q: 3 clusters Score -2888841 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2889455.750000 Penalty: 4967.121582
	Iteration 10Q: 3 clusters Score -2889456 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2890319.500000 Penalty: 4967.121582
	Iteration 11F: 3 clusters Score -2890320 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2891377.000000 Penalty: 4967.121582
	Iteration 12F: 3 clusters Score -2891377 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2892421.000000 Penalty: 4967.121582
	Iteration 13F: 3 clusters Score -2892421 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2893269.500000 Penalty: 4967.121582
	Iteration 14Q: 3 clusters Score -2893270 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2893814.250000 Penalty: 4967.121582
	Iteration 15Q: 3 clusters Score -2893814 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2894140.750000 Penalty: 4967.121582
	Iteration 16Q: 3 clusters Score -2894141 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2894344.500000 Penalty: 4967.121582
	Iteration 17Q: 3 clusters Score -2894344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2894488.500000 Penalty: 4967.121582
	Iteration 18Q: 3 clusters Score -2894488 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2894591.250000 Penalty: 4967.121582
	Iteration 19Q: 3 clusters Score -2894591 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2894651.000000 Penalty: 4967.121582
	Iteration 20F: 3 clusters Score -2894651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2894693.000000 Penalty: 4967.121582
	Iteration 21Q: 3 clusters Score -2894693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2894722.000000 Penalty: 4967.121582
	Iteration 22Q: 3 clusters Score -2894722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2894759.750000 Penalty: 4967.121582
	Iteration 23Q: 3 clusters Score -2894760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2894776.750000 Penalty: 4967.121582
	Iteration 24Q: 3 clusters Score -2894777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2894800.000000 Penalty: 4967.121582
	Iteration 25Q: 3 clusters Score -2894800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2894818.000000 Penalty: 4967.121582
	Iteration 26Q: 3 clusters Score -2894818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2894823.500000 Penalty: 4967.121582
	Iteration 27Q: 3 clusters Score -2894824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2894833.500000 Penalty: 4967.121582
	Iteration 28Q: 3 clusters Score -2894834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2894838.250000 Penalty: 4967.121582
	Iteration 29Q: 3 clusters Score -2894838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2894848.000000 Penalty: 4967.121582
	Iteration 30Q: 3 clusters Score -2894848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2894850.250000 Penalty: 4967.121582
	Iteration 31Q: 3 clusters Score -2894850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2894859.000000 Penalty: 4967.121582
	Iteration 32Q: 3 clusters Score -2894859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2894864.500000 Penalty: 4967.121582
	Iteration 33Q: 3 clusters Score -2894864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2894874.750000 Penalty: 4967.121582
	Iteration 34Q: 3 clusters Score -2894875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2894883.250000 Penalty: 4967.121582
	Iteration 35Q: 3 clusters Score -2894883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2894887.750000 Penalty: 4967.121582
	Iteration 36Q: 3 clusters Score -2894888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2894887.000000 Penalty: 4967.121582
	Iteration 37Q: 3 clusters Score -2894887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2894887.000000 Penalty: 4967.121582
	Iteration 38Q: 3 clusters Score -2894887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2894891.500000 Penalty: 4967.121582
	Iteration 39Q: 3 clusters Score -2894892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2894903.250000 Penalty: 4967.121582
	Iteration 40F: 3 clusters Score -2894903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2894905.000000 Penalty: 4967.121582
	Iteration 41Q: 3 clusters Score -2894905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2894913.750000 Penalty: 4967.121582
	Iteration 42Q: 3 clusters Score -2894914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2894919.500000 Penalty: 4967.121582
	Iteration 43Q: 3 clusters Score -2894920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2894917.750000 Penalty: 4967.121582
	Iteration 44Q: 3 clusters Score -2894918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2894919.750000 Penalty: 4967.121582
	Iteration 45Q: 3 clusters Score -2894920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2894917.250000 Penalty: 4967.121582
	Iteration 46Q: 3 clusters Score -2894917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2894924.750000 Penalty: 4967.121582
	Iteration 47Q: 3 clusters Score -2894925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2894922.750000 Penalty: 4967.121582
	Iteration 48Q: 3 clusters Score -2894923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2894923.000000 Penalty: 4967.121582
	Iteration 49Q: 3 clusters Score -2894923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2894924.000000 Penalty: 4967.121582
	Iteration 50Q: 3 clusters Score -2894924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2894926.750000 Penalty: 4967.121582
	Iteration 51Q: 3 clusters Score -2894927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2894926.750000 Penalty: 4967.121582
	Iteration 52F: 3 clusters Score -2894927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -1418515.750000 Penalty: 2305.331787
	Iteration 0F: 2 clusters Score -1418516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1410290.875000 Penalty: 4610.663574
	Iteration 0F: 3 clusters Score -1410291 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1412660.000000 Penalty: 4610.663574
	Iteration 1F: 3 clusters Score -1412660 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1412956.125000 Penalty: 4610.663574
	Iteration 2F: 3 clusters Score -1412956 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1413168.375000 Penalty: 4610.663574
	Iteration 3F: 3 clusters Score -1413168 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1413335.750000 Penalty: 4610.663574
	Iteration 4Q: 3 clusters Score -1413336 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1413505.375000 Penalty: 4610.663574
	Iteration 5Q: 3 clusters Score -1413505 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1413679.000000 Penalty: 4610.663574
	Iteration 6Q: 3 clusters Score -1413679 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1413893.750000 Penalty: 4610.663574
	Iteration 7Q: 3 clusters Score -1413894 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1414147.500000 Penalty: 4610.663574
	Iteration 8Q: 3 clusters Score -1414148 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1414484.250000 Penalty: 4610.663574
	Iteration 9Q: 3 clusters Score -1414484 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1414873.250000 Penalty: 4610.663574
	Iteration 10Q: 3 clusters Score -1414873 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1415292.250000 Penalty: 4610.663574
	Iteration 11Q: 3 clusters Score -1415292 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1415671.125000 Penalty: 4610.663574
	Iteration 12Q: 3 clusters Score -1415671 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1415957.750000 Penalty: 4610.663574
	Iteration 13Q: 3 clusters Score -1415958 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1416177.125000 Penalty: 4610.663574
	Iteration 14Q: 3 clusters Score -1416177 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1416343.625000 Penalty: 4610.663574
	Iteration 15Q: 3 clusters Score -1416344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1416461.375000 Penalty: 4610.663574
	Iteration 16Q: 3 clusters Score -1416461 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1416528.625000 Penalty: 4610.663574
	Iteration 17Q: 3 clusters Score -1416529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1416577.750000 Penalty: 4610.663574
	Iteration 18Q: 3 clusters Score -1416578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1416603.875000 Penalty: 4610.663574
	Iteration 19Q: 3 clusters Score -1416604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1416619.875000 Penalty: 4610.663574
	Iteration 20F: 3 clusters Score -1416620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1416642.625000 Penalty: 4610.663574
	Iteration 21Q: 3 clusters Score -1416643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1416648.750000 Penalty: 4610.663574
	Iteration 22Q: 3 clusters Score -1416649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1416657.000000 Penalty: 4610.663574
	Iteration 23Q: 3 clusters Score -1416657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1416659.000000 Penalty: 4610.663574
	Iteration 24Q: 3 clusters Score -1416659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1416668.375000 Penalty: 4610.663574
	Iteration 25Q: 3 clusters Score -1416668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1416675.750000 Penalty: 4610.663574
	Iteration 26Q: 3 clusters Score -1416676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1416680.625000 Penalty: 4610.663574
	Iteration 27Q: 3 clusters Score -1416681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1416683.000000 Penalty: 4610.663574
	Iteration 28Q: 3 clusters Score -1416683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1416685.125000 Penalty: 4610.663574
	Iteration 29Q: 3 clusters Score -1416685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1416686.875000 Penalty: 4610.663574
	Iteration 30Q: 3 clusters Score -1416687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1416687.375000 Penalty: 4610.663574
	Iteration 31Q: 3 clusters Score -1416687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1416689.750000 Penalty: 4610.663574
	Iteration 32Q: 3 clusters Score -1416690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1416689.750000 Penalty: 4610.663574
	Iteration 33F: 3 clusters Score -1416690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Entering Unmasked Estep 
Score: -9503001.000000 Penalty: 2787.177734
	Iteration 0F: 2 clusters Score -9503001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -9452105.000000 Penalty: 5574.355469
	Iteration 0F: 3 clusters Score -9452105 nChanged 35621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -9472199.000000 Penalty: 5574.355469
	Iteration 1F: 3 clusters Score -9472199 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -9473199.000000 Penalty: 5574.355469
	Iteration 2Q: 3 clusters Score -9473199 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -9474884.000000 Penalty: 5574.355469
	Iteration 3Q: 3 clusters Score -9474884 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9477586.000000 Penalty: 5574.355469
	Iteration 4F: 3 clusters Score -9477586 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -9481691.000000 Penalty: 5574.355469
	Iteration 5F: 3 clusters Score -9481691 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -9487482.000000 Penalty: 5574.355469
	Iteration 6F: 3 clusters Score -9487482 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -9493379.000000 Penalty: 5574.355469
	Iteration 7F: 3 clusters Score -9493379 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73106 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9497596.000000 Penalty: 5574.355469
	Iteration 8F: 3 clusters Score -9497596 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9499496.000000 Penalty: 5574.355469
	Iteration 9Q: 3 clusters Score -9499496 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9500154.000000 Penalty: 5574.355469
	Iteration 10Q: 3 clusters Score -9500154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9500360.000000 Penalty: 5574.355469
	Iteration 11Q: 3 clusters Score -9500360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9500460.000000 Penalty: 5574.355469
	Iteration 12Q: 3 clusters Score -9500460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75826 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9500496.000000 Penalty: 5574.355469
	Iteration 13Q: 3 clusters Score -9500496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9500530.000000 Penalty: 5574.355469
	Iteration 14Q: 3 clusters Score -9500530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9500536.000000 Penalty: 5574.355469
	Iteration 15Q: 3 clusters Score -9500536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9500545.000000 Penalty: 5574.355469
	Iteration 16Q: 3 clusters Score -9500545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9500544.000000 Penalty: 5574.355469
	Iteration 17Q: 3 clusters Score -9500544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9500549.000000 Penalty: 5574.355469
	Iteration 18Q: 3 clusters Score -9500549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9500553.000000 Penalty: 5574.355469
	Iteration 19Q: 3 clusters Score -9500553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9500557.000000 Penalty: 5574.355469
	Iteration 20F: 3 clusters Score -9500557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Entering Unmasked Estep 
Score: -2365540.000000 Penalty: 2433.138672
	Iteration 0F: 2 clusters Score -2365540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2352613.000000 Penalty: 4866.277344
	Iteration 0F: 3 clusters Score -2352613 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2356709.250000 Penalty: 4866.277344
	Iteration 1F: 3 clusters Score -2356709 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2357075.750000 Penalty: 4866.277344
	Iteration 2F: 3 clusters Score -2357076 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2357393.250000 Penalty: 4866.277344
	Iteration 3Q: 3 clusters Score -2357393 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2357758.000000 Penalty: 4866.277344
	Iteration 4Q: 3 clusters Score -2357758 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2358107.250000 Penalty: 4866.277344
	Iteration 5Q: 3 clusters Score -2358107 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2358519.250000 Penalty: 4866.277344
	Iteration 6Q: 3 clusters Score -2358519 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2359105.750000 Penalty: 4866.277344
	Iteration 7F: 3 clusters Score -2359106 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2359937.500000 Penalty: 4866.277344
	Iteration 8F: 3 clusters Score -2359938 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2360814.000000 Penalty: 4866.277344
	Iteration 9F: 3 clusters Score -2360814 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2361611.000000 Penalty: 4866.277344
	Iteration 10F: 3 clusters Score -2361611 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2362202.750000 Penalty: 4866.277344
	Iteration 11Q: 3 clusters Score -2362203 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2362547.000000 Penalty: 4866.277344
	Iteration 12Q: 3 clusters Score -2362547 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2362763.750000 Penalty: 4866.277344
	Iteration 13Q: 3 clusters Score -2362764 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2362922.500000 Penalty: 4866.277344
	Iteration 14Q: 3 clusters Score -2362922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2363031.500000 Penalty: 4866.277344
	Iteration 15Q: 3 clusters Score -2363032 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2363113.500000 Penalty: 4866.277344
	Iteration 16Q: 3 clusters Score -2363114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2363168.500000 Penalty: 4866.277344
	Iteration 17Q: 3 clusters Score -2363168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2363216.000000 Penalty: 4866.277344
	Iteration 18Q: 3 clusters Score -2363216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2363239.750000 Penalty: 4866.277344
	Iteration 19Q: 3 clusters Score -2363240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2363265.000000 Penalty: 4866.277344
	Iteration 20F: 3 clusters Score -2363265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2363282.250000 Penalty: 4866.277344
	Iteration 21Q: 3 clusters Score -2363282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2363295.000000 Penalty: 4866.277344
	Iteration 22Q: 3 clusters Score -2363295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2363314.000000 Penalty: 4866.277344
	Iteration 23Q: 3 clusters Score -2363314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2363329.000000 Penalty: 4866.277344
	Iteration 24Q: 3 clusters Score -2363329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2363335.250000 Penalty: 4866.277344
	Iteration 25Q: 3 clusters Score -2363335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2363340.000000 Penalty: 4866.277344
	Iteration 26Q: 3 clusters Score -2363340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2363352.750000 Penalty: 4866.277344
	Iteration 27Q: 3 clusters Score -2363353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2363350.500000 Penalty: 4866.277344
	Iteration 28Q: 3 clusters Score -2363350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2363359.250000 Penalty: 4866.277344
	Iteration 29Q: 3 clusters Score -2363359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2363363.750000 Penalty: 4866.277344
	Iteration 30Q: 3 clusters Score -2363364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2363373.000000 Penalty: 4866.277344
	Iteration 31Q: 3 clusters Score -2363373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2363374.500000 Penalty: 4866.277344
	Iteration 32Q: 3 clusters Score -2363374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2363381.750000 Penalty: 4866.277344
	Iteration 33Q: 3 clusters Score -2363382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2363386.000000 Penalty: 4866.277344
	Iteration 34Q: 3 clusters Score -2363386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2363393.500000 Penalty: 4866.277344
	Iteration 35Q: 3 clusters Score -2363394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2363389.750000 Penalty: 4866.277344
	Iteration 36Q: 3 clusters Score -2363390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2363395.000000 Penalty: 4866.277344
	Iteration 37Q: 3 clusters Score -2363395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2363393.750000 Penalty: 4866.277344
	Iteration 38Q: 3 clusters Score -2363394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2363398.250000 Penalty: 4866.277344
	Iteration 39Q: 3 clusters Score -2363398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2363399.500000 Penalty: 4866.277344
	Iteration 40F: 3 clusters Score -2363400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2363400.500000 Penalty: 4866.277344
	Iteration 41Q: 3 clusters Score -2363400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2363400.000000 Penalty: 4866.277344
	Iteration 42Q: 3 clusters Score -2363400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2363400.500000 Penalty: 4866.277344
	Iteration 43Q: 3 clusters Score -2363400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2363400.250000 Penalty: 4866.277344
	Iteration 44Q: 3 clusters Score -2363400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2363400.750000 Penalty: 4866.277344
	Iteration 45Q: 3 clusters Score -2363401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2363404.000000 Penalty: 4866.277344
	Iteration 46Q: 3 clusters Score -2363404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2363405.500000 Penalty: 4866.277344
	Iteration 47Q: 3 clusters Score -2363406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2363403.000000 Penalty: 4866.277344
	Iteration 48Q: 3 clusters Score -2363403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2363405.750000 Penalty: 4866.277344
	Iteration 49Q: 3 clusters Score -2363406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2363406.250000 Penalty: 4866.277344
	Iteration 50Q: 3 clusters Score -2363406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2363408.000000 Penalty: 4866.277344
	Iteration 51Q: 3 clusters Score -2363408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2363412.250000 Penalty: 4866.277344
	Iteration 52Q: 3 clusters Score -2363412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2363410.750000 Penalty: 4866.277344
	Iteration 53Q: 3 clusters Score -2363411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2363417.250000 Penalty: 4866.277344
	Iteration 54Q: 3 clusters Score -2363417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2363417.750000 Penalty: 4866.277344
	Iteration 55Q: 3 clusters Score -2363418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2363419.750000 Penalty: 4866.277344
	Iteration 56Q: 3 clusters Score -2363420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2363418.000000 Penalty: 4866.277344
	Iteration 57Q: 3 clusters Score -2363418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2363417.750000 Penalty: 4866.277344
	Iteration 58Q: 3 clusters Score -2363418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2363417.750000 Penalty: 4866.277344
	Iteration 59F: 3 clusters Score -2363418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88259.679688 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88259.68 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88623.070312 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -88623.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88908.921875 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -88908.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89161.843750 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -89161.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89424.367188 Penalty: 3316.805908
	Iteration 4F: 3 clusters Score -89424.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89716.195312 Penalty: 3316.805908
	Iteration 5F: 3 clusters Score -89716.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90136.343750 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -90136.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90342.617188 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -90342.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90553.328125 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -90553.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90645.179688 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -90645.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90699.210938 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -90699.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -90748.875000 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -90748.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90796.593750 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -90796.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90801.218750 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -90801.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90801.218750 Penalty: 3316.805908
	Iteration 14F: 3 clusters Score -90801.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172077 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 76010 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 17485 members 
Mstep: Class 14 contains 72701 members 
Mstep: Class 15 contains 157231 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170366 members 
Mstep: Class 18 contains 6610 members 
Mstep: Class 19 contains 549 members 
Mstep: Class 21 contains 24138 members 
Entering Unmasked Estep 
Score: -98277480.000000 Penalty: 67304.742188
Splitting cluster 12 changes total score from -98278368.000000 to -98277480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Entering Unmasked Estep 
Score: -2278137.000000 Penalty: 2422.736328
	Iteration 0F: 2 clusters Score -2278137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2265720.750000 Penalty: 4845.472656
	Iteration 0F: 3 clusters Score -2265721 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2269841.250000 Penalty: 4845.472656
	Iteration 1F: 3 clusters Score -2269841 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2270310.250000 Penalty: 4845.472656
	Iteration 2F: 3 clusters Score -2270310 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2270745.250000 Penalty: 4845.472656
	Iteration 3F: 3 clusters Score -2270745 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2271148.000000 Penalty: 4845.472656
	Iteration 4Q: 3 clusters Score -2271148 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2271596.750000 Penalty: 4845.472656
	Iteration 5Q: 3 clusters Score -2271597 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2272105.750000 Penalty: 4845.472656
	Iteration 6Q: 3 clusters Score -2272106 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2272693.250000 Penalty: 4845.472656
	Iteration 7F: 3 clusters Score -2272693 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2273405.000000 Penalty: 4845.472656
	Iteration 8F: 3 clusters Score -2273405 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2274164.250000 Penalty: 4845.472656
	Iteration 9F: 3 clusters Score -2274164 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2274762.000000 Penalty: 4845.472656
	Iteration 10Q: 3 clusters Score -2274762 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2275104.500000 Penalty: 4845.472656
	Iteration 11Q: 3 clusters Score -2275104 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2275251.750000 Penalty: 4845.472656
	Iteration 12Q: 3 clusters Score -2275252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2275334.250000 Penalty: 4845.472656
	Iteration 13Q: 3 clusters Score -2275334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2275424.000000 Penalty: 4845.472656
	Iteration 14Q: 3 clusters Score -2275424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2275480.750000 Penalty: 4845.472656
	Iteration 15Q: 3 clusters Score -2275481 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2275537.500000 Penalty: 4845.472656
	Iteration 16Q: 3 clusters Score -2275538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2275577.750000 Penalty: 4845.472656
	Iteration 17Q: 3 clusters Score -2275578 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2275607.000000 Penalty: 4845.472656
	Iteration 18Q: 3 clusters Score -2275607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2275626.000000 Penalty: 4845.472656
	Iteration 19Q: 3 clusters Score -2275626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2275642.500000 Penalty: 4845.472656
	Iteration 20F: 3 clusters Score -2275642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2275657.000000 Penalty: 4845.472656
	Iteration 21Q: 3 clusters Score -2275657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2275673.500000 Penalty: 4845.472656
	Iteration 22Q: 3 clusters Score -2275674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2275699.000000 Penalty: 4845.472656
	Iteration 23Q: 3 clusters Score -2275699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2275707.250000 Penalty: 4845.472656
	Iteration 24Q: 3 clusters Score -2275707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2275718.750000 Penalty: 4845.472656
	Iteration 25Q: 3 clusters Score -2275719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2275733.500000 Penalty: 4845.472656
	Iteration 26Q: 3 clusters Score -2275734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2275748.250000 Penalty: 4845.472656
	Iteration 27Q: 3 clusters Score -2275748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2275755.250000 Penalty: 4845.472656
	Iteration 28Q: 3 clusters Score -2275755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2275766.500000 Penalty: 4845.472656
	Iteration 29Q: 3 clusters Score -2275766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2275777.250000 Penalty: 4845.472656
	Iteration 30Q: 3 clusters Score -2275777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2275790.750000 Penalty: 4845.472656
	Iteration 31Q: 3 clusters Score -2275791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2275793.250000 Penalty: 4845.472656
	Iteration 32Q: 3 clusters Score -2275793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2275805.250000 Penalty: 4845.472656
	Iteration 33Q: 3 clusters Score -2275805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2275804.250000 Penalty: 4845.472656
	Iteration 34Q: 3 clusters Score -2275804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2275816.750000 Penalty: 4845.472656
	Iteration 35Q: 3 clusters Score -2275817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2275825.250000 Penalty: 4845.472656
	Iteration 36Q: 3 clusters Score -2275825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2275835.250000 Penalty: 4845.472656
	Iteration 37Q: 3 clusters Score -2275835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2275841.000000 Penalty: 4845.472656
	Iteration 38Q: 3 clusters Score -2275841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2275844.750000 Penalty: 4845.472656
	Iteration 39Q: 3 clusters Score -2275845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2275850.250000 Penalty: 4845.472656
	Iteration 40F: 3 clusters Score -2275850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2275855.750000 Penalty: 4845.472656
	Iteration 41Q: 3 clusters Score -2275856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2275857.750000 Penalty: 4845.472656
	Iteration 42Q: 3 clusters Score -2275858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2275862.250000 Penalty: 4845.472656
	Iteration 43Q: 3 clusters Score -2275862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2275861.000000 Penalty: 4845.472656
	Iteration 44Q: 3 clusters Score -2275861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2275859.250000 Penalty: 4845.472656
	Iteration 45Q: 3 clusters Score -2275859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2275862.250000 Penalty: 4845.472656
	Iteration 46Q: 3 clusters Score -2275862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2275868.000000 Penalty: 4845.472656
	Iteration 47Q: 3 clusters Score -2275868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2275867.750000 Penalty: 4845.472656
	Iteration 48Q: 3 clusters Score -2275868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2275873.250000 Penalty: 4845.472656
	Iteration 49Q: 3 clusters Score -2275873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2275875.500000 Penalty: 4845.472656
	Iteration 50Q: 3 clusters Score -2275876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2275884.250000 Penalty: 4845.472656
	Iteration 51Q: 3 clusters Score -2275884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2275882.500000 Penalty: 4845.472656
	Iteration 52Q: 3 clusters Score -2275882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2275886.500000 Penalty: 4845.472656
	Iteration 53Q: 3 clusters Score -2275886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2275884.250000 Penalty: 4845.472656
	Iteration 54Q: 3 clusters Score -2275884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2275886.250000 Penalty: 4845.472656
	Iteration 55Q: 3 clusters Score -2275886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2275886.250000 Penalty: 4845.472656
	Iteration 56F: 3 clusters Score -2275886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (72701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Entering Unmasked Estep 
Score: -9319665.000000 Penalty: 2776.139404
	Iteration 0F: 2 clusters Score -9319665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -9270724.000000 Penalty: 5552.278809
	Iteration 0F: 3 clusters Score -9270724 nChanged 34012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -9289905.000000 Penalty: 5552.278809
	Iteration 1F: 3 clusters Score -9289905 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -9290475.000000 Penalty: 5552.278809
	Iteration 2Q: 3 clusters Score -9290475 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -9291221.000000 Penalty: 5552.278809
	Iteration 3Q: 3 clusters Score -9291221 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -9292046.000000 Penalty: 5552.278809
	Iteration 4Q: 3 clusters Score -9292046 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -9293278.000000 Penalty: 5552.278809
	Iteration 5Q: 3 clusters Score -9293278 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -9295307.000000 Penalty: 5552.278809
	Iteration 6F: 3 clusters Score -9295307 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -9298462.000000 Penalty: 5552.278809
	Iteration 7F: 3 clusters Score -9298462 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -9303238.000000 Penalty: 5552.278809
	Iteration 8F: 3 clusters Score -9303238 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -9308503.000000 Penalty: 5552.278809
	Iteration 9F: 3 clusters Score -9308503 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -9312287.000000 Penalty: 5552.278809
	Iteration 10F: 3 clusters Score -9312287 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -9314122.000000 Penalty: 5552.278809
	Iteration 11Q: 3 clusters Score -9314122 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -9315180.000000 Penalty: 5552.278809
	Iteration 12Q: 3 clusters Score -9315180 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -9315801.000000 Penalty: 5552.278809
	Iteration 13Q: 3 clusters Score -9315801 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -9316285.000000 Penalty: 5552.278809
	Iteration 14Q: 3 clusters Score -9316285 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -9316596.000000 Penalty: 5552.278809
	Iteration 15Q: 3 clusters Score -9316596 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -9316759.000000 Penalty: 5552.278809
	Iteration 16Q: 3 clusters Score -9316759 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -9316931.000000 Penalty: 5552.278809
	Iteration 17Q: 3 clusters Score -9316931 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -9317063.000000 Penalty: 5552.278809
	Iteration 18Q: 3 clusters Score -9317063 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9317093.000000 Penalty: 5552.278809
	Iteration 19Q: 3 clusters Score -9317093 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -9317150.000000 Penalty: 5552.278809
	Iteration 20F: 3 clusters Score -9317150 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -9317193.000000 Penalty: 5552.278809
	Iteration 21Q: 3 clusters Score -9317193 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -9317244.000000 Penalty: 5552.278809
	Iteration 22Q: 3 clusters Score -9317244 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -9317310.000000 Penalty: 5552.278809
	Iteration 23Q: 3 clusters Score -9317310 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -9317315.000000 Penalty: 5552.278809
	Iteration 24Q: 3 clusters Score -9317315 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -9317321.000000 Penalty: 5552.278809
	Iteration 25Q: 3 clusters Score -9317321 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -9317337.000000 Penalty: 5552.278809
	Iteration 26Q: 3 clusters Score -9317337 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -9317355.000000 Penalty: 5552.278809
	Iteration 27Q: 3 clusters Score -9317355 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -9317365.000000 Penalty: 5552.278809
	Iteration 28Q: 3 clusters Score -9317365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -9317376.000000 Penalty: 5552.278809
	Iteration 29Q: 3 clusters Score -9317376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -9317416.000000 Penalty: 5552.278809
	Iteration 30Q: 3 clusters Score -9317416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -9317409.000000 Penalty: 5552.278809
	Iteration 31Q: 3 clusters Score -9317409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9317403.000000 Penalty: 5552.278809
	Iteration 32Q: 3 clusters Score -9317403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -9317409.000000 Penalty: 5552.278809
	Iteration 33Q: 3 clusters Score -9317409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -9317408.000000 Penalty: 5552.278809
	Iteration 34Q: 3 clusters Score -9317408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -9317423.000000 Penalty: 5552.278809
	Iteration 35Q: 3 clusters Score -9317423 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -9317448.000000 Penalty: 5552.278809
	Iteration 36Q: 3 clusters Score -9317448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -9317473.000000 Penalty: 5552.278809
	Iteration 37Q: 3 clusters Score -9317473 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -9317476.000000 Penalty: 5552.278809
	Iteration 38Q: 3 clusters Score -9317476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -9317516.000000 Penalty: 5552.278809
	Iteration 39Q: 3 clusters Score -9317516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -9317538.000000 Penalty: 5552.278809
	Iteration 40F: 3 clusters Score -9317538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -9317548.000000 Penalty: 5552.278809
	Iteration 41Q: 3 clusters Score -9317548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -9317536.000000 Penalty: 5552.278809
	Iteration 42Q: 3 clusters Score -9317536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -9317531.000000 Penalty: 5552.278809
	Iteration 43Q: 3 clusters Score -9317531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -9317530.000000 Penalty: 5552.278809
	Iteration 44Q: 3 clusters Score -9317530 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -9317535.000000 Penalty: 5552.278809
	Iteration 45Q: 3 clusters Score -9317535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -9317568.000000 Penalty: 5552.278809
	Iteration 46Q: 3 clusters Score -9317568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -9317570.000000 Penalty: 5552.278809
	Iteration 47Q: 3 clusters Score -9317570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -9317586.000000 Penalty: 5552.278809
	Iteration 48Q: 3 clusters Score -9317586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -9317583.000000 Penalty: 5552.278809
	Iteration 49Q: 3 clusters Score -9317583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9317608.000000 Penalty: 5552.278809
	Iteration 50Q: 3 clusters Score -9317608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -9317618.000000 Penalty: 5552.278809
	Iteration 51Q: 3 clusters Score -9317618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -9317615.000000 Penalty: 5552.278809
	Iteration 52Q: 3 clusters Score -9317615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -9317608.000000 Penalty: 5552.278809
	Iteration 53Q: 3 clusters Score -9317608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -9317602.000000 Penalty: 5552.278809
	Iteration 54Q: 3 clusters Score -9317602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -9317594.000000 Penalty: 5552.278809
	Iteration 55Q: 3 clusters Score -9317594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -9317592.000000 Penalty: 5552.278809
	Iteration 56Q: 3 clusters Score -9317592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -9317588.000000 Penalty: 5552.278809
	Iteration 57Q: 3 clusters Score -9317588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -9317585.000000 Penalty: 5552.278809
	Iteration 58Q: 3 clusters Score -9317585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -9317581.000000 Penalty: 5552.278809
	Iteration 59Q: 3 clusters Score -9317581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -9317606.000000 Penalty: 5552.278809
	Iteration 60F: 3 clusters Score -9317606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -9317593.000000 Penalty: 5552.278809
	Iteration 61Q: 3 clusters Score -9317593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9317614.000000 Penalty: 5552.278809
	Iteration 62Q: 3 clusters Score -9317614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -9317619.000000 Penalty: 5552.278809
	Iteration 63Q: 3 clusters Score -9317619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -9317625.000000 Penalty: 5552.278809
	Iteration 64Q: 3 clusters Score -9317625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -9317627.000000 Penalty: 5552.278809
	Iteration 65Q: 3 clusters Score -9317627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -9317631.000000 Penalty: 5552.278809
	Iteration 66Q: 3 clusters Score -9317631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -9317646.000000 Penalty: 5552.278809
	Iteration 67Q: 3 clusters Score -9317646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -9317636.000000 Penalty: 5552.278809
	Iteration 68Q: 3 clusters Score -9317636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -9317638.000000 Penalty: 5552.278809
	Iteration 69Q: 3 clusters Score -9317638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -9317641.000000 Penalty: 5552.278809
	Iteration 70Q: 3 clusters Score -9317641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -9317638.000000 Penalty: 5552.278809
	Iteration 71Q: 3 clusters Score -9317638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -9317646.000000 Penalty: 5552.278809
	Iteration 72Q: 3 clusters Score -9317646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9317644.000000 Penalty: 5552.278809
	Iteration 73Q: 3 clusters Score -9317644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -9317652.000000 Penalty: 5552.278809
	Iteration 74Q: 3 clusters Score -9317652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -9317645.000000 Penalty: 5552.278809
	Iteration 75Q: 3 clusters Score -9317645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -9317648.000000 Penalty: 5552.278809
	Iteration 76Q: 3 clusters Score -9317648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9317649.000000 Penalty: 5552.278809
	Iteration 77Q: 3 clusters Score -9317649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -9317656.000000 Penalty: 5552.278809
	Iteration 78Q: 3 clusters Score -9317656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -9317651.000000 Penalty: 5552.278809
	Iteration 79Q: 3 clusters Score -9317651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -9317660.000000 Penalty: 5552.278809
	Iteration 80F: 3 clusters Score -9317660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -9317661.000000 Penalty: 5552.278809
	Iteration 81Q: 3 clusters Score -9317661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -9317656.000000 Penalty: 5552.278809
	Iteration 82Q: 3 clusters Score -9317656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -9317658.000000 Penalty: 5552.278809
	Iteration 83Q: 3 clusters Score -9317658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -9317668.000000 Penalty: 5552.278809
	Iteration 84Q: 3 clusters Score -9317668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9317664.000000 Penalty: 5552.278809
	Iteration 85Q: 3 clusters Score -9317664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -9317654.000000 Penalty: 5552.278809
	Iteration 86Q: 3 clusters Score -9317654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -9317663.000000 Penalty: 5552.278809
	Iteration 87Q: 3 clusters Score -9317663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -9317653.000000 Penalty: 5552.278809
	Iteration 88Q: 3 clusters Score -9317653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -9317646.000000 Penalty: 5552.278809
	Iteration 89Q: 3 clusters Score -9317646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -9317651.000000 Penalty: 5552.278809
	Iteration 90Q: 3 clusters Score -9317651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -9317642.000000 Penalty: 5552.278809
	Iteration 91Q: 3 clusters Score -9317642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -9317649.000000 Penalty: 5552.278809
	Iteration 92Q: 3 clusters Score -9317649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -9317648.000000 Penalty: 5552.278809
	Iteration 93Q: 3 clusters Score -9317648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -9317636.000000 Penalty: 5552.278809
	Iteration 94Q: 3 clusters Score -9317636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -9317638.000000 Penalty: 5552.278809
	Iteration 95Q: 3 clusters Score -9317638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -9317643.000000 Penalty: 5552.278809
	Iteration 96Q: 3 clusters Score -9317643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -9317633.000000 Penalty: 5552.278809
	Iteration 97Q: 3 clusters Score -9317633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -9317639.000000 Penalty: 5552.278809
	Iteration 98Q: 3 clusters Score -9317639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -9317649.000000 Penalty: 5552.278809
	Iteration 99Q: 3 clusters Score -9317649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -9317652.000000 Penalty: 5552.278809
	Iteration 100F: 3 clusters Score -9317652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -9317659.000000 Penalty: 5552.278809
	Iteration 101Q: 3 clusters Score -9317659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -9317659.000000 Penalty: 5552.278809
	Iteration 102F: 3 clusters Score -9317659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Entering Unmasked Estep 
Score: -20143092.000000 Penalty: 2967.436768
	Iteration 0F: 2 clusters Score -2.014309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -20038092.000000 Penalty: 5934.873535
	Iteration 0F: 3 clusters Score -2.003809e+07 nChanged 75256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -20081824.000000 Penalty: 5934.873535
	Iteration 1F: 3 clusters Score -2.008182e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -20082946.000000 Penalty: 5934.873535
	Iteration 2Q: 3 clusters Score -2.008295e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -20084316.000000 Penalty: 5934.873535
	Iteration 3Q: 3 clusters Score -2.008432e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -20086406.000000 Penalty: 5934.873535
	Iteration 4Q: 3 clusters Score -2.008641e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -20089672.000000 Penalty: 5934.873535
	Iteration 5Q: 3 clusters Score -2.008967e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -20094772.000000 Penalty: 5934.873535
	Iteration 6F: 3 clusters Score -2.009477e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -20101686.000000 Penalty: 5934.873535
	Iteration 7F: 3 clusters Score -2.010169e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -20109566.000000 Penalty: 5934.873535
	Iteration 8F: 3 clusters Score -2.010957e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -20116440.000000 Penalty: 5934.873535
	Iteration 9F: 3 clusters Score -2.011644e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 103107 members 
Entering Unmasked Estep 
Score: -20120814.000000 Penalty: 5934.873535
	Iteration 10F: 3 clusters Score -2.012081e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -20122836.000000 Penalty: 5934.873535
	Iteration 11Q: 3 clusters Score -2.012284e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -20123808.000000 Penalty: 5934.873535
	Iteration 12Q: 3 clusters Score -2.012381e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -20124404.000000 Penalty: 5934.873535
	Iteration 13Q: 3 clusters Score -2.01244e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -20124794.000000 Penalty: 5934.873535
	Iteration 14Q: 3 clusters Score -2.012479e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -20125278.000000 Penalty: 5934.873535
	Iteration 15Q: 3 clusters Score -2.012528e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 108429 members 
Entering Unmasked Estep 
Score: -20125856.000000 Penalty: 5934.873535
	Iteration 16Q: 3 clusters Score -2.012586e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -20126314.000000 Penalty: 5934.873535
	Iteration 17Q: 3 clusters Score -2.012631e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 110190 members 
Entering Unmasked Estep 
Score: -20126578.000000 Penalty: 5934.873535
	Iteration 18Q: 3 clusters Score -2.012658e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 111083 members 
Entering Unmasked Estep 
Score: -20126974.000000 Penalty: 5934.873535
	Iteration 19Q: 3 clusters Score -2.012697e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -20127208.000000 Penalty: 5934.873535
	Iteration 20F: 3 clusters Score -2.012721e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -20127462.000000 Penalty: 5934.873535
	Iteration 21Q: 3 clusters Score -2.012746e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -20127892.000000 Penalty: 5934.873535
	Iteration 22Q: 3 clusters Score -2.012789e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -20128288.000000 Penalty: 5934.873535
	Iteration 23Q: 3 clusters Score -2.012829e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -20128732.000000 Penalty: 5934.873535
	Iteration 24Q: 3 clusters Score -2.012873e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -20129108.000000 Penalty: 5934.873535
	Iteration 25Q: 3 clusters Score -2.012911e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -20129508.000000 Penalty: 5934.873535
	Iteration 26Q: 3 clusters Score -2.012951e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -20129960.000000 Penalty: 5934.873535
	Iteration 27Q: 3 clusters Score -2.012996e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 120530 members 
Entering Unmasked Estep 
Score: -20130256.000000 Penalty: 5934.873535
	Iteration 28Q: 3 clusters Score -2.013026e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 121796 members 
Entering Unmasked Estep 
Score: -20130632.000000 Penalty: 5934.873535
	Iteration 29Q: 3 clusters Score -2.013063e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -20131042.000000 Penalty: 5934.873535
	Iteration 30Q: 3 clusters Score -2.013104e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 124388 members 
Entering Unmasked Estep 
Score: -20131308.000000 Penalty: 5934.873535
	Iteration 31Q: 3 clusters Score -2.013131e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -20131706.000000 Penalty: 5934.873535
	Iteration 32Q: 3 clusters Score -2.013171e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -20132088.000000 Penalty: 5934.873535
	Iteration 33Q: 3 clusters Score -2.013209e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 128445 members 
Entering Unmasked Estep 
Score: -20132448.000000 Penalty: 5934.873535
	Iteration 34Q: 3 clusters Score -2.013245e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -20132838.000000 Penalty: 5934.873535
	Iteration 35Q: 3 clusters Score -2.013284e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 131204 members 
Entering Unmasked Estep 
Score: -20133240.000000 Penalty: 5934.873535
	Iteration 36Q: 3 clusters Score -2.013324e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 132600 members 
Entering Unmasked Estep 
Score: -20133652.000000 Penalty: 5934.873535
	Iteration 37Q: 3 clusters Score -2.013365e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 133953 members 
Entering Unmasked Estep 
Score: -20133960.000000 Penalty: 5934.873535
	Iteration 38Q: 3 clusters Score -2.013396e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -20134296.000000 Penalty: 5934.873535
	Iteration 39Q: 3 clusters Score -2.01343e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 136630 members 
Entering Unmasked Estep 
Score: -20134734.000000 Penalty: 5934.873535
	Iteration 40F: 3 clusters Score -2.013473e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 137943 members 
Entering Unmasked Estep 
Score: -20135070.000000 Penalty: 5934.873535
	Iteration 41Q: 3 clusters Score -2.013507e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -20135434.000000 Penalty: 5934.873535
	Iteration 42Q: 3 clusters Score -2.013543e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 140562 members 
Entering Unmasked Estep 
Score: -20135874.000000 Penalty: 5934.873535
	Iteration 43Q: 3 clusters Score -2.013587e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 141793 members 
Entering Unmasked Estep 
Score: -20136174.000000 Penalty: 5934.873535
	Iteration 44Q: 3 clusters Score -2.013617e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -20136580.000000 Penalty: 5934.873535
	Iteration 45Q: 3 clusters Score -2.013658e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 144170 members 
Entering Unmasked Estep 
Score: -20136956.000000 Penalty: 5934.873535
	Iteration 46Q: 3 clusters Score -2.013696e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 145304 members 
Entering Unmasked Estep 
Score: -20137346.000000 Penalty: 5934.873535
	Iteration 47Q: 3 clusters Score -2.013735e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -20137714.000000 Penalty: 5934.873535
	Iteration 48Q: 3 clusters Score -2.013771e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 147277 members 
Entering Unmasked Estep 
Score: -20137946.000000 Penalty: 5934.873535
	Iteration 49Q: 3 clusters Score -2.013795e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 148190 members 
Entering Unmasked Estep 
Score: -20138218.000000 Penalty: 5934.873535
	Iteration 50Q: 3 clusters Score -2.013822e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 148959 members 
Entering Unmasked Estep 
Score: -20138464.000000 Penalty: 5934.873535
	Iteration 51Q: 3 clusters Score -2.013846e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -20138718.000000 Penalty: 5934.873535
	Iteration 52Q: 3 clusters Score -2.013872e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 150422 members 
Entering Unmasked Estep 
Score: -20138910.000000 Penalty: 5934.873535
	Iteration 53Q: 3 clusters Score -2.013891e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 151040 members 
Entering Unmasked Estep 
Score: -20139028.000000 Penalty: 5934.873535
	Iteration 54Q: 3 clusters Score -2.013903e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 151604 members 
Entering Unmasked Estep 
Score: -20139208.000000 Penalty: 5934.873535
	Iteration 55Q: 3 clusters Score -2.013921e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -20139376.000000 Penalty: 5934.873535
	Iteration 56Q: 3 clusters Score -2.013938e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -20139454.000000 Penalty: 5934.873535
	Iteration 57Q: 3 clusters Score -2.013945e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 152862 members 
Entering Unmasked Estep 
Score: -20139584.000000 Penalty: 5934.873535
	Iteration 58Q: 3 clusters Score -2.013958e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 153197 members 
Entering Unmasked Estep 
Score: -20139666.000000 Penalty: 5934.873535
	Iteration 59Q: 3 clusters Score -2.013967e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 153496 members 
Entering Unmasked Estep 
Score: -20139736.000000 Penalty: 5934.873535
	Iteration 60F: 3 clusters Score -2.013974e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 153745 members 
Entering Unmasked Estep 
Score: -20139770.000000 Penalty: 5934.873535
	Iteration 61Q: 3 clusters Score -2.013977e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 153987 members 
Entering Unmasked Estep 
Score: -20139874.000000 Penalty: 5934.873535
	Iteration 62Q: 3 clusters Score -2.013987e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -20139972.000000 Penalty: 5934.873535
	Iteration 63Q: 3 clusters Score -2.013997e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -20140048.000000 Penalty: 5934.873535
	Iteration 64Q: 3 clusters Score -2.014005e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -20140122.000000 Penalty: 5934.873535
	Iteration 65Q: 3 clusters Score -2.014012e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -20140166.000000 Penalty: 5934.873535
	Iteration 66Q: 3 clusters Score -2.014017e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -20140206.000000 Penalty: 5934.873535
	Iteration 67Q: 3 clusters Score -2.014021e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 154912 members 
Entering Unmasked Estep 
Score: -20140256.000000 Penalty: 5934.873535
	Iteration 68Q: 3 clusters Score -2.014026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -20140276.000000 Penalty: 5934.873535
	Iteration 69Q: 3 clusters Score -2.014028e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -20140342.000000 Penalty: 5934.873535
	Iteration 70Q: 3 clusters Score -2.014034e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -20140394.000000 Penalty: 5934.873535
	Iteration 71Q: 3 clusters Score -2.014039e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 155272 members 
Entering Unmasked Estep 
Score: -20140410.000000 Penalty: 5934.873535
	Iteration 72Q: 3 clusters Score -2.014041e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -20140416.000000 Penalty: 5934.873535
	Iteration 73Q: 3 clusters Score -2.014042e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 155387 members 
Entering Unmasked Estep 
Score: -20140436.000000 Penalty: 5934.873535
	Iteration 74Q: 3 clusters Score -2.014044e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 155434 members 
Entering Unmasked Estep 
Score: -20140454.000000 Penalty: 5934.873535
	Iteration 75Q: 3 clusters Score -2.014045e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -20140472.000000 Penalty: 5934.873535
	Iteration 76Q: 3 clusters Score -2.014047e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -20140472.000000 Penalty: 5934.873535
	Iteration 77Q: 3 clusters Score -2.014047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 155558 members 
Entering Unmasked Estep 
Score: -20140504.000000 Penalty: 5934.873535
	Iteration 78Q: 3 clusters Score -2.01405e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -20140476.000000 Penalty: 5934.873535
	Iteration 79Q: 3 clusters Score -2.014048e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -20140502.000000 Penalty: 5934.873535
	Iteration 80F: 3 clusters Score -2.01405e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -20140506.000000 Penalty: 5934.873535
	Iteration 81Q: 3 clusters Score -2.014051e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -20140496.000000 Penalty: 5934.873535
	Iteration 82Q: 3 clusters Score -2.01405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -20140510.000000 Penalty: 5934.873535
	Iteration 83Q: 3 clusters Score -2.014051e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -20140502.000000 Penalty: 5934.873535
	Iteration 84Q: 3 clusters Score -2.01405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 155776 members 
Entering Unmasked Estep 
Score: -20140536.000000 Penalty: 5934.873535
	Iteration 85Q: 3 clusters Score -2.014054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -20140530.000000 Penalty: 5934.873535
	Iteration 86Q: 3 clusters Score -2.014053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -20140532.000000 Penalty: 5934.873535
	Iteration 87Q: 3 clusters Score -2.014053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -20140538.000000 Penalty: 5934.873535
	Iteration 88Q: 3 clusters Score -2.014054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 155826 members 
Entering Unmasked Estep 
Score: -20140542.000000 Penalty: 5934.873535
	Iteration 89Q: 3 clusters Score -2.014054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -20140536.000000 Penalty: 5934.873535
	Iteration 90Q: 3 clusters Score -2.014054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 155844 members 
Entering Unmasked Estep 
Score: -20140538.000000 Penalty: 5934.873535
	Iteration 91Q: 3 clusters Score -2.014054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -20140548.000000 Penalty: 5934.873535
	Iteration 92Q: 3 clusters Score -2.014055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 155860 members 
Entering Unmasked Estep 
Score: -20140562.000000 Penalty: 5934.873535
	Iteration 93Q: 3 clusters Score -2.014056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -20140560.000000 Penalty: 5934.873535
	Iteration 94Q: 3 clusters Score -2.014056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 155874 members 
Entering Unmasked Estep 
Score: -20140564.000000 Penalty: 5934.873535
	Iteration 95Q: 3 clusters Score -2.014056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 155882 members 
Entering Unmasked Estep 
Score: -20140564.000000 Penalty: 5934.873535
	Iteration 96Q: 3 clusters Score -2.014056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 155887 members 
Entering Unmasked Estep 
Score: -20140576.000000 Penalty: 5934.873535
	Iteration 97Q: 3 clusters Score -2.014058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 155895 members 
Entering Unmasked Estep 
Score: -20140582.000000 Penalty: 5934.873535
	Iteration 98Q: 3 clusters Score -2.014058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -20140594.000000 Penalty: 5934.873535
	Iteration 99Q: 3 clusters Score -2.014059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -20140598.000000 Penalty: 5934.873535
	Iteration 100F: 3 clusters Score -2.01406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 155906 members 
Entering Unmasked Estep 
Score: -20140600.000000 Penalty: 5934.873535
	Iteration 101Q: 3 clusters Score -2.01406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -20140590.000000 Penalty: 5934.873535
	Iteration 102Q: 3 clusters Score -2.014059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 155910 members 
Entering Unmasked Estep 
Score: -20140588.000000 Penalty: 5934.873535
	Iteration 103Q: 3 clusters Score -2.014059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -20140590.000000 Penalty: 5934.873535
	Iteration 104Q: 3 clusters Score -2.014059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -20140588.000000 Penalty: 5934.873535
	Iteration 105Q: 3 clusters Score -2.014059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -20140580.000000 Penalty: 5934.873535
	Iteration 106Q: 3 clusters Score -2.014058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -20140576.000000 Penalty: 5934.873535
	Iteration 107Q: 3 clusters Score -2.014058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -20140584.000000 Penalty: 5934.873535
	Iteration 108Q: 3 clusters Score -2.014058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -20140584.000000 Penalty: 5934.873535
	Iteration 109F: 3 clusters Score -2.014058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -95123.960938 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -95123.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93422.593750 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -93422.59 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94469.109375 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -94469.11 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95003.234375 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -95003.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -95209.656250 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -95209.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -95338.375000 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -95338.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -95414.320312 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -95414.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -95433.078125 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -95433.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -95439.312500 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -95439.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -95446.750000 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -95446.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -95449.609375 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -95449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95456.617188 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -95456.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -95462.429688 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -95462.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -95467.742188 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -95467.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -95469.632812 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -95469.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -95469.632812 Penalty: 3371.778320
	Iteration 14F: 3 clusters Score -95469.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172077 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 76010 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17485 members 
Mstep: Class 14 contains 72701 members 
Mstep: Class 15 contains 157231 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 17 contains 170366 members 
Mstep: Class 18 contains 6610 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 21 contains 24138 members 
Entering Unmasked Estep 
Score: -98277064.000000 Penalty: 67304.742188
Splitting cluster 16 changes total score from -98278368.000000 to -98277064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (170366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Entering Unmasked Estep 
Score: -21858088.000000 Penalty: 2987.334473
	Iteration 0F: 2 clusters Score -2.185809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -21746044.000000 Penalty: 5974.668945
	Iteration 0F: 3 clusters Score -2.174604e+07 nChanged 81545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -21792664.000000 Penalty: 5974.668945
	Iteration 1F: 3 clusters Score -2.179266e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -21793644.000000 Penalty: 5974.668945
	Iteration 2Q: 3 clusters Score -2.179364e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -21794832.000000 Penalty: 5974.668945
	Iteration 3Q: 3 clusters Score -2.179483e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -21796534.000000 Penalty: 5974.668945
	Iteration 4Q: 3 clusters Score -2.179653e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -21799456.000000 Penalty: 5974.668945
	Iteration 5Q: 3 clusters Score -2.179946e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -21804328.000000 Penalty: 5974.668945
	Iteration 6F: 3 clusters Score -2.180433e+07 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -21812412.000000 Penalty: 5974.668945
	Iteration 7F: 3 clusters Score -2.181241e+07 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -21823738.000000 Penalty: 5974.668945
	Iteration 8F: 3 clusters Score -2.182374e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 147667 members 
Entering Unmasked Estep 
Score: -21836282.000000 Penalty: 5974.668945
	Iteration 9F: 3 clusters Score -2.183628e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -21845908.000000 Penalty: 5974.668945
	Iteration 10F: 3 clusters Score -2.184591e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -21851330.000000 Penalty: 5974.668945
	Iteration 11Q: 3 clusters Score -2.185133e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -21853758.000000 Penalty: 5974.668945
	Iteration 12Q: 3 clusters Score -2.185376e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 169093 members 
Entering Unmasked Estep 
Score: -21854746.000000 Penalty: 5974.668945
	Iteration 13Q: 3 clusters Score -2.185475e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -21855126.000000 Penalty: 5974.668945
	Iteration 14Q: 3 clusters Score -2.185513e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 169806 members 
Entering Unmasked Estep 
Score: -21855264.000000 Penalty: 5974.668945
	Iteration 15Q: 3 clusters Score -2.185526e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 169891 members 
Entering Unmasked Estep 
Score: -21855340.000000 Penalty: 5974.668945
	Iteration 16Q: 3 clusters Score -2.185534e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 169937 members 
Entering Unmasked Estep 
Score: -21855386.000000 Penalty: 5974.668945
	Iteration 17Q: 3 clusters Score -2.185539e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 169966 members 
Entering Unmasked Estep 
Score: -21855430.000000 Penalty: 5974.668945
	Iteration 18Q: 3 clusters Score -2.185543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -21855462.000000 Penalty: 5974.668945
	Iteration 19Q: 3 clusters Score -2.185546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 170003 members 
Entering Unmasked Estep 
Score: -21855456.000000 Penalty: 5974.668945
	Iteration 20F: 3 clusters Score -2.185546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -21855476.000000 Penalty: 5974.668945
	Iteration 21Q: 3 clusters Score -2.185548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -21855476.000000 Penalty: 5974.668945
	Iteration 22Q: 3 clusters Score -2.185548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -21855500.000000 Penalty: 5974.668945
	Iteration 23Q: 3 clusters Score -2.18555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170030 members 
Entering Unmasked Estep 
Score: -21855504.000000 Penalty: 5974.668945
	Iteration 24Q: 3 clusters Score -2.18555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -21855498.000000 Penalty: 5974.668945
	Iteration 25Q: 3 clusters Score -2.18555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -21855486.000000 Penalty: 5974.668945
	Iteration 26Q: 3 clusters Score -2.185549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -21855484.000000 Penalty: 5974.668945
	Iteration 27Q: 3 clusters Score -2.185548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 170043 members 
Entering Unmasked Estep 
Score: -21855486.000000 Penalty: 5974.668945
	Iteration 28Q: 3 clusters Score -2.185549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -21855480.000000 Penalty: 5974.668945
	Iteration 29Q: 3 clusters Score -2.185548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 170046 members 
Entering Unmasked Estep 
Score: -21855496.000000 Penalty: 5974.668945
	Iteration 30Q: 3 clusters Score -2.18555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -21855504.000000 Penalty: 5974.668945
	Iteration 31Q: 3 clusters Score -2.18555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 170048 members 
Entering Unmasked Estep 
Score: -21855504.000000 Penalty: 5974.668945
	Iteration 32Q: 3 clusters Score -2.18555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -21855498.000000 Penalty: 5974.668945
	Iteration 33Q: 3 clusters Score -2.18555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -21855496.000000 Penalty: 5974.668945
	Iteration 34Q: 3 clusters Score -2.18555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -21855504.000000 Penalty: 5974.668945
	Iteration 35Q: 3 clusters Score -2.18555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -21855504.000000 Penalty: 5974.668945
	Iteration 36Q: 3 clusters Score -2.18555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -21855504.000000 Penalty: 5974.668945
	Iteration 37Q: 3 clusters Score -2.18555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 170053 members 
Entering Unmasked Estep 
Score: -21855500.000000 Penalty: 5974.668945
	Iteration 38Q: 3 clusters Score -2.18555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -21855496.000000 Penalty: 5974.668945
	Iteration 39Q: 3 clusters Score -2.18555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -21855502.000000 Penalty: 5974.668945
	Iteration 40F: 3 clusters Score -2.18555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Entering Unmasked Estep 
Score: -810957.187500 Penalty: 2181.492188
	Iteration 0F: 2 clusters Score -810957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -805458.187500 Penalty: 4362.984375
	Iteration 0F: 3 clusters Score -805458.2 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -807009.187500 Penalty: 4362.984375
	Iteration 1F: 3 clusters Score -807009.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -807406.875000 Penalty: 4362.984375
	Iteration 2F: 3 clusters Score -807406.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -807780.125000 Penalty: 4362.984375
	Iteration 3F: 3 clusters Score -807780.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -808097.812500 Penalty: 4362.984375
	Iteration 4F: 3 clusters Score -808097.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -808350.437500 Penalty: 4362.984375
	Iteration 5F: 3 clusters Score -808350.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -808575.687500 Penalty: 4362.984375
	Iteration 6F: 3 clusters Score -808575.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -808738.312500 Penalty: 4362.984375
	Iteration 7Q: 3 clusters Score -808738.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -808851.750000 Penalty: 4362.984375
	Iteration 8Q: 3 clusters Score -808851.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -808940.312500 Penalty: 4362.984375
	Iteration 9Q: 3 clusters Score -808940.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -809029.312500 Penalty: 4362.984375
	Iteration 10Q: 3 clusters Score -809029.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -809097.562500 Penalty: 4362.984375
	Iteration 11Q: 3 clusters Score -809097.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -809150.312500 Penalty: 4362.984375
	Iteration 12Q: 3 clusters Score -809150.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -809195.937500 Penalty: 4362.984375
	Iteration 13Q: 3 clusters Score -809195.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -809232.062500 Penalty: 4362.984375
	Iteration 14Q: 3 clusters Score -809232.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -809261.312500 Penalty: 4362.984375
	Iteration 15Q: 3 clusters Score -809261.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -809286.937500 Penalty: 4362.984375
	Iteration 16Q: 3 clusters Score -809286.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -809319.937500 Penalty: 4362.984375
	Iteration 17Q: 3 clusters Score -809319.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -809351.437500 Penalty: 4362.984375
	Iteration 18Q: 3 clusters Score -809351.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -809382.062500 Penalty: 4362.984375
	Iteration 19Q: 3 clusters Score -809382.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -809408.812500 Penalty: 4362.984375
	Iteration 20F: 3 clusters Score -809408.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -809434.687500 Penalty: 4362.984375
	Iteration 21Q: 3 clusters Score -809434.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -809458.187500 Penalty: 4362.984375
	Iteration 22Q: 3 clusters Score -809458.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -809483.750000 Penalty: 4362.984375
	Iteration 23Q: 3 clusters Score -809483.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -809507.062500 Penalty: 4362.984375
	Iteration 24Q: 3 clusters Score -809507.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -809531.687500 Penalty: 4362.984375
	Iteration 25Q: 3 clusters Score -809531.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -809553.250000 Penalty: 4362.984375
	Iteration 26Q: 3 clusters Score -809553.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -809570.062500 Penalty: 4362.984375
	Iteration 27Q: 3 clusters Score -809570.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -809580.250000 Penalty: 4362.984375
	Iteration 28Q: 3 clusters Score -809580.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -809586.375000 Penalty: 4362.984375
	Iteration 29Q: 3 clusters Score -809586.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -809593.500000 Penalty: 4362.984375
	Iteration 30Q: 3 clusters Score -809593.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -809599.375000 Penalty: 4362.984375
	Iteration 31Q: 3 clusters Score -809599.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -809607.937500 Penalty: 4362.984375
	Iteration 32Q: 3 clusters Score -809607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -809613.562500 Penalty: 4362.984375
	Iteration 33Q: 3 clusters Score -809613.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -809619.437500 Penalty: 4362.984375
	Iteration 34Q: 3 clusters Score -809619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -809623.437500 Penalty: 4362.984375
	Iteration 35Q: 3 clusters Score -809623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -809623.687500 Penalty: 4362.984375
	Iteration 36Q: 3 clusters Score -809623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -809627.562500 Penalty: 4362.984375
	Iteration 37Q: 3 clusters Score -809627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -809633.187500 Penalty: 4362.984375
	Iteration 38Q: 3 clusters Score -809633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -809637.312500 Penalty: 4362.984375
	Iteration 39Q: 3 clusters Score -809637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -809640.875000 Penalty: 4362.984375
	Iteration 40F: 3 clusters Score -809640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -809643.750000 Penalty: 4362.984375
	Iteration 41Q: 3 clusters Score -809643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -809645.437500 Penalty: 4362.984375
	Iteration 42Q: 3 clusters Score -809645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -809644.875000 Penalty: 4362.984375
	Iteration 43Q: 3 clusters Score -809644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -809647.312500 Penalty: 4362.984375
	Iteration 44Q: 3 clusters Score -809647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -809649.375000 Penalty: 4362.984375
	Iteration 45Q: 3 clusters Score -809649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -809649.625000 Penalty: 4362.984375
	Iteration 46Q: 3 clusters Score -809649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -809650.500000 Penalty: 4362.984375
	Iteration 47Q: 3 clusters Score -809650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -809652.937500 Penalty: 4362.984375
	Iteration 48Q: 3 clusters Score -809652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -809652.875000 Penalty: 4362.984375
	Iteration 49Q: 3 clusters Score -809652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -809655.375000 Penalty: 4362.984375
	Iteration 50Q: 3 clusters Score -809655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -809656.500000 Penalty: 4362.984375
	Iteration 51Q: 3 clusters Score -809656.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -809656.500000 Penalty: 4362.984375
	Iteration 52F: 3 clusters Score -809656.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Entering Unmasked Estep 
Score: -3123894.250000 Penalty: 2502.702393
	Iteration 0F: 2 clusters Score -3123894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3107075.000000 Penalty: 5005.404785
	Iteration 0F: 3 clusters Score -3107075 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3113019.500000 Penalty: 5005.404785
	Iteration 1F: 3 clusters Score -3113020 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3113475.500000 Penalty: 5005.404785
	Iteration 2Q: 3 clusters Score -3113476 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3113901.250000 Penalty: 5005.404785
	Iteration 3Q: 3 clusters Score -3113901 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3114298.750000 Penalty: 5005.404785
	Iteration 4Q: 3 clusters Score -3114299 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3114841.500000 Penalty: 5005.404785
	Iteration 5Q: 3 clusters Score -3114842 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3115512.000000 Penalty: 5005.404785
	Iteration 6F: 3 clusters Score -3115512 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3116418.500000 Penalty: 5005.404785
	Iteration 7F: 3 clusters Score -3116418 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3117535.750000 Penalty: 5005.404785
	Iteration 8F: 3 clusters Score -3117536 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3118827.000000 Penalty: 5005.404785
	Iteration 9F: 3 clusters Score -3118827 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3119959.250000 Penalty: 5005.404785
	Iteration 10F: 3 clusters Score -3119959 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3120662.000000 Penalty: 5005.404785
	Iteration 11Q: 3 clusters Score -3120662 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3120955.250000 Penalty: 5005.404785
	Iteration 12Q: 3 clusters Score -3120955 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3121106.750000 Penalty: 5005.404785
	Iteration 13Q: 3 clusters Score -3121107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3121202.000000 Penalty: 5005.404785
	Iteration 14Q: 3 clusters Score -3121202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3121257.000000 Penalty: 5005.404785
	Iteration 15Q: 3 clusters Score -3121257 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3121302.000000 Penalty: 5005.404785
	Iteration 16Q: 3 clusters Score -3121302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3121341.500000 Penalty: 5005.404785
	Iteration 17Q: 3 clusters Score -3121342 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3121377.500000 Penalty: 5005.404785
	Iteration 18Q: 3 clusters Score -3121378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3121417.000000 Penalty: 5005.404785
	Iteration 19Q: 3 clusters Score -3121417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3121440.250000 Penalty: 5005.404785
	Iteration 20F: 3 clusters Score -3121440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3121468.000000 Penalty: 5005.404785
	Iteration 21Q: 3 clusters Score -3121468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3121499.000000 Penalty: 5005.404785
	Iteration 22Q: 3 clusters Score -3121499 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3121535.750000 Penalty: 5005.404785
	Iteration 23Q: 3 clusters Score -3121536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3121552.250000 Penalty: 5005.404785
	Iteration 24Q: 3 clusters Score -3121552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3121558.000000 Penalty: 5005.404785
	Iteration 25Q: 3 clusters Score -3121558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3121587.250000 Penalty: 5005.404785
	Iteration 26Q: 3 clusters Score -3121587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3121606.000000 Penalty: 5005.404785
	Iteration 27Q: 3 clusters Score -3121606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3121613.750000 Penalty: 5005.404785
	Iteration 28Q: 3 clusters Score -3121614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3121627.500000 Penalty: 5005.404785
	Iteration 29Q: 3 clusters Score -3121628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3121646.500000 Penalty: 5005.404785
	Iteration 30Q: 3 clusters Score -3121646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3121668.750000 Penalty: 5005.404785
	Iteration 31Q: 3 clusters Score -3121669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3121680.750000 Penalty: 5005.404785
	Iteration 32Q: 3 clusters Score -3121681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3121696.250000 Penalty: 5005.404785
	Iteration 33Q: 3 clusters Score -3121696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3121720.500000 Penalty: 5005.404785
	Iteration 34Q: 3 clusters Score -3121720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3121729.250000 Penalty: 5005.404785
	Iteration 35Q: 3 clusters Score -3121729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3121763.250000 Penalty: 5005.404785
	Iteration 36Q: 3 clusters Score -3121763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3121770.250000 Penalty: 5005.404785
	Iteration 37Q: 3 clusters Score -3121770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3121785.250000 Penalty: 5005.404785
	Iteration 38Q: 3 clusters Score -3121785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3121798.000000 Penalty: 5005.404785
	Iteration 39Q: 3 clusters Score -3121798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3121803.750000 Penalty: 5005.404785
	Iteration 40F: 3 clusters Score -3121804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3121814.250000 Penalty: 5005.404785
	Iteration 41Q: 3 clusters Score -3121814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3121817.000000 Penalty: 5005.404785
	Iteration 42Q: 3 clusters Score -3121817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3121830.750000 Penalty: 5005.404785
	Iteration 43Q: 3 clusters Score -3121831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3121831.000000 Penalty: 5005.404785
	Iteration 44Q: 3 clusters Score -3121831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3121833.750000 Penalty: 5005.404785
	Iteration 45Q: 3 clusters Score -3121834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3121844.750000 Penalty: 5005.404785
	Iteration 46Q: 3 clusters Score -3121845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3121846.750000 Penalty: 5005.404785
	Iteration 47Q: 3 clusters Score -3121847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3121849.000000 Penalty: 5005.404785
	Iteration 48Q: 3 clusters Score -3121849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3121853.750000 Penalty: 5005.404785
	Iteration 49Q: 3 clusters Score -3121854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3121862.250000 Penalty: 5005.404785
	Iteration 50Q: 3 clusters Score -3121862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3121862.500000 Penalty: 5005.404785
	Iteration 51Q: 3 clusters Score -3121862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3121866.500000 Penalty: 5005.404785
	Iteration 52Q: 3 clusters Score -3121866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3121876.500000 Penalty: 5005.404785
	Iteration 53Q: 3 clusters Score -3121876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3121880.250000 Penalty: 5005.404785
	Iteration 54Q: 3 clusters Score -3121880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3121891.500000 Penalty: 5005.404785
	Iteration 55Q: 3 clusters Score -3121892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3121896.250000 Penalty: 5005.404785
	Iteration 56Q: 3 clusters Score -3121896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3121896.250000 Penalty: 5005.404785
	Iteration 57Q: 3 clusters Score -3121896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3121903.000000 Penalty: 5005.404785
	Iteration 58Q: 3 clusters Score -3121903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3121909.500000 Penalty: 5005.404785
	Iteration 59Q: 3 clusters Score -3121910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3121900.750000 Penalty: 5005.404785
	Iteration 60F: 3 clusters Score -3121901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3121901.250000 Penalty: 5005.404785
	Iteration 61Q: 3 clusters Score -3121901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3121905.750000 Penalty: 5005.404785
	Iteration 62Q: 3 clusters Score -3121906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3121909.750000 Penalty: 5005.404785
	Iteration 63Q: 3 clusters Score -3121910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3121916.500000 Penalty: 5005.404785
	Iteration 64Q: 3 clusters Score -3121916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3121915.750000 Penalty: 5005.404785
	Iteration 65Q: 3 clusters Score -3121916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3121916.750000 Penalty: 5005.404785
	Iteration 66Q: 3 clusters Score -3121917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3121915.000000 Penalty: 5005.404785
	Iteration 67Q: 3 clusters Score -3121915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3121915.250000 Penalty: 5005.404785
	Iteration 68Q: 3 clusters Score -3121915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3121916.750000 Penalty: 5005.404785
	Iteration 69Q: 3 clusters Score -3121917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3121915.250000 Penalty: 5005.404785
	Iteration 70Q: 3 clusters Score -3121915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3121920.750000 Penalty: 5005.404785
	Iteration 71Q: 3 clusters Score -3121921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3121920.750000 Penalty: 5005.404785
	Iteration 72F: 3 clusters Score -3121921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172077 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 76010 members 
Mstep: Class 11 contains 18234 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17485 members 
Mstep: Class 14 contains 72701 members 
Mstep: Class 15 contains 157231 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170366 members 
Mstep: Class 18 contains 6610 members 
Mstep: Class 21 contains 24138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278368.000000 Penalty: 63939.507812
Iteration 119Q: 20 clusters Score -9.827837e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172067 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 10900 members 
Mstep: Class 10 contains 76029 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17497 members 
Mstep: Class 14 contains 72730 members 
Mstep: Class 15 contains 157129 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170424 members 
Mstep: Class 18 contains 6615 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278264.000000 Penalty: 63939.507812
Iteration 120F: 20 clusters Score -9.827826e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172058 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10400 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4501 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22347 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 76047 members 
Mstep: Class 11 contains 18241 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 72773 members 
Mstep: Class 15 contains 156992 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170478 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278296.000000 Penalty: 63939.507812
Iteration 121Q: 20 clusters Score -9.82783e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172069 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22348 members 
Mstep: Class 9 contains 10920 members 
Mstep: Class 10 contains 76068 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17526 members 
Mstep: Class 14 contains 72798 members 
Mstep: Class 15 contains 156852 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170545 members 
Mstep: Class 18 contains 6632 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278360.000000 Penalty: 63939.507812
Iteration 122Q: 20 clusters Score -9.827836e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172076 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10395 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 22353 members 
Mstep: Class 9 contains 10934 members 
Mstep: Class 10 contains 76098 members 
Mstep: Class 11 contains 18244 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17539 members 
Mstep: Class 14 contains 72810 members 
Mstep: Class 15 contains 156713 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170602 members 
Mstep: Class 18 contains 6638 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278272.000000 Penalty: 63939.507812
Iteration 123Q: 20 clusters Score -9.827827e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172086 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22359 members 
Mstep: Class 9 contains 10948 members 
Mstep: Class 10 contains 76125 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17552 members 
Mstep: Class 14 contains 72827 members 
Mstep: Class 15 contains 156557 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170667 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278176.000000 Penalty: 63939.507812
Iteration 124Q: 20 clusters Score -9.827818e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172100 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10400 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22366 members 
Mstep: Class 9 contains 10964 members 
Mstep: Class 10 contains 76146 members 
Mstep: Class 11 contains 18246 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17566 members 
Mstep: Class 14 contains 72866 members 
Mstep: Class 15 contains 156370 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170748 members 
Mstep: Class 18 contains 6644 members 
Mstep: Class 21 contains 24110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278040.000000 Penalty: 63939.507812
Iteration 125Q: 20 clusters Score -9.827804e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172106 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10405 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 76163 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17580 members 
Mstep: Class 14 contains 72906 members 
Mstep: Class 15 contains 156177 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170853 members 
Mstep: Class 18 contains 6646 members 
Mstep: Class 21 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278008.000000 Penalty: 63939.507812
Iteration 126Q: 20 clusters Score -9.827801e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172105 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22385 members 
Mstep: Class 9 contains 10978 members 
Mstep: Class 10 contains 76180 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17597 members 
Mstep: Class 14 contains 72943 members 
Mstep: Class 15 contains 156015 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 170936 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 21 contains 24107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277896.000000 Penalty: 63939.507812
Iteration 127Q: 20 clusters Score -9.82779e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172115 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 10987 members 
Mstep: Class 10 contains 76195 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17606 members 
Mstep: Class 14 contains 72985 members 
Mstep: Class 15 contains 155838 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171020 members 
Mstep: Class 18 contains 6648 members 
Mstep: Class 21 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277784.000000 Penalty: 63939.507812
Iteration 128Q: 20 clusters Score -9.827778e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172124 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10412 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 10993 members 
Mstep: Class 10 contains 76209 members 
Mstep: Class 11 contains 18224 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17614 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 155670 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171129 members 
Mstep: Class 18 contains 6649 members 
Mstep: Class 21 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277864.000000 Penalty: 63939.507812
Iteration 129Q: 20 clusters Score -9.827786e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172143 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10411 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 22404 members 
Mstep: Class 9 contains 11000 members 
Mstep: Class 10 contains 76226 members 
Mstep: Class 11 contains 18219 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17621 members 
Mstep: Class 14 contains 73032 members 
Mstep: Class 15 contains 155518 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171227 members 
Mstep: Class 18 contains 6650 members 
Mstep: Class 21 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277944.000000 Penalty: 63939.507812
Iteration 130Q: 20 clusters Score -9.827794e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172145 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10413 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22412 members 
Mstep: Class 9 contains 11010 members 
Mstep: Class 10 contains 76251 members 
Mstep: Class 11 contains 18215 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17624 members 
Mstep: Class 14 contains 73059 members 
Mstep: Class 15 contains 155366 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171312 members 
Mstep: Class 18 contains 6650 members 
Mstep: Class 21 contains 24109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278048.000000 Penalty: 63939.507812
Iteration 131Q: 20 clusters Score -9.827805e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172143 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 22405 members 
Mstep: Class 9 contains 11014 members 
Mstep: Class 10 contains 76280 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17629 members 
Mstep: Class 14 contains 73087 members 
Mstep: Class 15 contains 155196 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171424 members 
Mstep: Class 18 contains 6652 members 
Mstep: Class 21 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278048.000000 Penalty: 63939.507812
Iteration 132Q: 20 clusters Score -9.827805e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172163 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22404 members 
Mstep: Class 9 contains 11018 members 
Mstep: Class 10 contains 76300 members 
Mstep: Class 11 contains 18203 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17631 members 
Mstep: Class 14 contains 73117 members 
Mstep: Class 15 contains 155030 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171522 members 
Mstep: Class 18 contains 6653 members 
Mstep: Class 21 contains 24109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277944.000000 Penalty: 63939.507812
Iteration 133Q: 20 clusters Score -9.827794e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172165 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 22401 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 76317 members 
Mstep: Class 11 contains 18203 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17634 members 
Mstep: Class 14 contains 73149 members 
Mstep: Class 15 contains 154862 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171623 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 21 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278160.000000 Penalty: 63939.507812
Iteration 134Q: 20 clusters Score -9.827816e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172178 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10435 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 76334 members 
Mstep: Class 11 contains 18205 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17646 members 
Mstep: Class 14 contains 73169 members 
Mstep: Class 15 contains 154749 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171671 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 63939.507812
Iteration 135Q: 20 clusters Score -9.827818e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172200 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22400 members 
Mstep: Class 9 contains 11044 members 
Mstep: Class 10 contains 76355 members 
Mstep: Class 11 contains 18204 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17656 members 
Mstep: Class 14 contains 73190 members 
Mstep: Class 15 contains 154611 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171733 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 21 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278088.000000 Penalty: 63939.507812
Iteration 136Q: 20 clusters Score -9.827809e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172195 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10441 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 11050 members 
Mstep: Class 10 contains 76378 members 
Mstep: Class 11 contains 18202 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17658 members 
Mstep: Class 14 contains 73222 members 
Mstep: Class 15 contains 154497 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171784 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278080.000000 Penalty: 63939.507812
Iteration 137Q: 20 clusters Score -9.827808e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172200 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 11056 members 
Mstep: Class 10 contains 76392 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17673 members 
Mstep: Class 14 contains 73244 members 
Mstep: Class 15 contains 154375 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171830 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278024.000000 Penalty: 63939.507812
Iteration 138Q: 20 clusters Score -9.827802e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172202 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10452 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22417 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 76413 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17685 members 
Mstep: Class 14 contains 73271 members 
Mstep: Class 15 contains 154261 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171875 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 21 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278056.000000 Penalty: 63939.507812
Iteration 139Q: 20 clusters Score -9.827806e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172199 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 11062 members 
Mstep: Class 10 contains 76428 members 
Mstep: Class 11 contains 18200 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17690 members 
Mstep: Class 14 contains 73307 members 
Mstep: Class 15 contains 154148 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171928 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 21 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278008.000000 Penalty: 63939.507812
Iteration 140F: 20 clusters Score -9.827801e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172223 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22425 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 76436 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17692 members 
Mstep: Class 14 contains 73335 members 
Mstep: Class 15 contains 154057 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 171951 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 21 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278096.000000 Penalty: 63939.507812
Iteration 141Q: 20 clusters Score -9.82781e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172243 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4385 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 22429 members 
Mstep: Class 9 contains 11074 members 
Mstep: Class 10 contains 76443 members 
Mstep: Class 11 contains 18196 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17689 members 
Mstep: Class 14 contains 73347 members 
Mstep: Class 15 contains 153967 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172002 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 21 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277976.000000 Penalty: 63939.507812
Iteration 142Q: 20 clusters Score -9.827798e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172259 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22425 members 
Mstep: Class 9 contains 11078 members 
Mstep: Class 10 contains 76455 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17691 members 
Mstep: Class 14 contains 73357 members 
Mstep: Class 15 contains 153888 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172043 members 
Mstep: Class 18 contains 6656 members 
Mstep: Class 21 contains 24136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278056.000000 Penalty: 63939.507812
Iteration 143Q: 20 clusters Score -9.827806e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172286 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22425 members 
Mstep: Class 9 contains 11084 members 
Mstep: Class 10 contains 76466 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17690 members 
Mstep: Class 14 contains 73371 members 
Mstep: Class 15 contains 153822 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172057 members 
Mstep: Class 18 contains 6657 members 
Mstep: Class 21 contains 24135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278168.000000 Penalty: 63939.507812
Iteration 144Q: 20 clusters Score -9.827817e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172307 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10443 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 22435 members 
Mstep: Class 9 contains 11088 members 
Mstep: Class 10 contains 76476 members 
Mstep: Class 11 contains 18201 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17690 members 
Mstep: Class 14 contains 73385 members 
Mstep: Class 15 contains 153757 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172068 members 
Mstep: Class 18 contains 6658 members 
Mstep: Class 21 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 63939.507812
Iteration 145Q: 20 clusters Score -9.827815e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10448 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 76481 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17697 members 
Mstep: Class 14 contains 73411 members 
Mstep: Class 15 contains 153690 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172068 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 21 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278224.000000 Penalty: 63939.507812
Iteration 146Q: 20 clusters Score -9.827822e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172339 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10449 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 11837 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 11090 members 
Mstep: Class 10 contains 76486 members 
Mstep: Class 11 contains 18198 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17698 members 
Mstep: Class 14 contains 73445 members 
Mstep: Class 15 contains 153613 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172089 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 21 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 63939.507812
Iteration 147Q: 20 clusters Score -9.827828e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172363 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10452 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 76488 members 
Mstep: Class 11 contains 18203 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17702 members 
Mstep: Class 14 contains 73481 members 
Mstep: Class 15 contains 153529 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172096 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 21 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278272.000000 Penalty: 63939.507812
Iteration 148Q: 20 clusters Score -9.827827e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172373 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 76500 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17705 members 
Mstep: Class 14 contains 73505 members 
Mstep: Class 15 contains 153455 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172106 members 
Mstep: Class 18 contains 6670 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278424.000000 Penalty: 63939.507812
Iteration 149Q: 20 clusters Score -9.827842e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172369 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 22448 members 
Mstep: Class 9 contains 11085 members 
Mstep: Class 10 contains 76510 members 
Mstep: Class 11 contains 18223 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17706 members 
Mstep: Class 14 contains 73529 members 
Mstep: Class 15 contains 153407 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172109 members 
Mstep: Class 18 contains 6678 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278312.000000 Penalty: 63939.507812
Iteration 150Q: 20 clusters Score -9.827831e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172368 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10456 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 11845 members 
Mstep: Class 8 contains 22449 members 
Mstep: Class 9 contains 11087 members 
Mstep: Class 10 contains 76529 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17704 members 
Mstep: Class 14 contains 73547 members 
Mstep: Class 15 contains 153360 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172112 members 
Mstep: Class 18 contains 6683 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278304.000000 Penalty: 63939.507812
Iteration 151Q: 20 clusters Score -9.82783e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172375 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 22454 members 
Mstep: Class 9 contains 11087 members 
Mstep: Class 10 contains 76540 members 
Mstep: Class 11 contains 18226 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17707 members 
Mstep: Class 14 contains 73561 members 
Mstep: Class 15 contains 153304 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172108 members 
Mstep: Class 18 contains 6690 members 
Mstep: Class 21 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278272.000000 Penalty: 63939.507812
Iteration 152Q: 20 clusters Score -9.827827e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172388 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 22459 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 76553 members 
Mstep: Class 11 contains 18228 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17712 members 
Mstep: Class 14 contains 73570 members 
Mstep: Class 15 contains 153245 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172106 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 21 contains 24133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 153Q: 20 clusters Score -9.827826e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172405 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 22463 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 76560 members 
Mstep: Class 11 contains 18230 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17717 members 
Mstep: Class 14 contains 73593 members 
Mstep: Class 15 contains 153189 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172100 members 
Mstep: Class 18 contains 6697 members 
Mstep: Class 21 contains 24130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 63939.507812
Iteration 154Q: 20 clusters Score -9.827822e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172430 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 22468 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 76576 members 
Mstep: Class 11 contains 18228 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17723 members 
Mstep: Class 14 contains 73621 members 
Mstep: Class 15 contains 153125 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172089 members 
Mstep: Class 18 contains 6699 members 
Mstep: Class 21 contains 24126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278336.000000 Penalty: 63939.507812
Iteration 155Q: 20 clusters Score -9.827834e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172437 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 22474 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 10 contains 76586 members 
Mstep: Class 11 contains 18227 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17732 members 
Mstep: Class 14 contains 73634 members 
Mstep: Class 15 contains 153081 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172079 members 
Mstep: Class 18 contains 6703 members 
Mstep: Class 21 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278312.000000 Penalty: 63939.507812
Iteration 156Q: 20 clusters Score -9.827831e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172445 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 22474 members 
Mstep: Class 9 contains 11099 members 
Mstep: Class 10 contains 76591 members 
Mstep: Class 11 contains 18233 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17745 members 
Mstep: Class 14 contains 73654 members 
Mstep: Class 15 contains 153048 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172064 members 
Mstep: Class 18 contains 6706 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278344.000000 Penalty: 63939.507812
Iteration 157Q: 20 clusters Score -9.827834e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172455 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 1179 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 22478 members 
Mstep: Class 9 contains 11101 members 
Mstep: Class 10 contains 76599 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17749 members 
Mstep: Class 14 contains 73669 members 
Mstep: Class 15 contains 152991 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172068 members 
Mstep: Class 18 contains 6709 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278392.000000 Penalty: 63939.507812
Iteration 158Q: 20 clusters Score -9.827839e+07 nChanged 259
Entering ConstructFrom: 
Score: -98278392.000000 Penalty: 63939.507812
Entering ConstructFrom: 
Trying to split cluster 1 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -467493.906250 Penalty: 2041.447144
	Iteration 0F: 2 clusters Score -467493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -463784.125000 Penalty: 4082.894287
	Iteration 0F: 3 clusters Score -463784.1 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -464665.625000 Penalty: 4082.894287
	Iteration 1F: 3 clusters Score -464665.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -464920.218750 Penalty: 4082.894287
	Iteration 2F: 3 clusters Score -464920.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -465117.375000 Penalty: 4082.894287
	Iteration 3F: 3 clusters Score -465117.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -465276.562500 Penalty: 4082.894287
	Iteration 4F: 3 clusters Score -465276.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -465456.218750 Penalty: 4082.894287
	Iteration 5F: 3 clusters Score -465456.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -465617.687500 Penalty: 4082.894287
	Iteration 6Q: 3 clusters Score -465617.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -465750.437500 Penalty: 4082.894287
	Iteration 7Q: 3 clusters Score -465750.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -465851.406250 Penalty: 4082.894287
	Iteration 8Q: 3 clusters Score -465851.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -465944.812500 Penalty: 4082.894287
	Iteration 9Q: 3 clusters Score -465944.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -466022.750000 Penalty: 4082.894287
	Iteration 10Q: 3 clusters Score -466022.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -466072.156250 Penalty: 4082.894287
	Iteration 11Q: 3 clusters Score -466072.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -466119.312500 Penalty: 4082.894287
	Iteration 12Q: 3 clusters Score -466119.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -466155.000000 Penalty: 4082.894287
	Iteration 13Q: 3 clusters Score -466155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -466178.812500 Penalty: 4082.894287
	Iteration 14Q: 3 clusters Score -466178.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -466202.281250 Penalty: 4082.894287
	Iteration 15Q: 3 clusters Score -466202.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -466218.968750 Penalty: 4082.894287
	Iteration 16Q: 3 clusters Score -466219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -466235.593750 Penalty: 4082.894287
	Iteration 17Q: 3 clusters Score -466235.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -466240.500000 Penalty: 4082.894287
	Iteration 18Q: 3 clusters Score -466240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -466247.968750 Penalty: 4082.894287
	Iteration 19Q: 3 clusters Score -466248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -466252.468750 Penalty: 4082.894287
	Iteration 20F: 3 clusters Score -466252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -466257.937500 Penalty: 4082.894287
	Iteration 21Q: 3 clusters Score -466257.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -466264.718750 Penalty: 4082.894287
	Iteration 22Q: 3 clusters Score -466264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -466270.750000 Penalty: 4082.894287
	Iteration 23Q: 3 clusters Score -466270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -466274.843750 Penalty: 4082.894287
	Iteration 24Q: 3 clusters Score -466274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -466279.562500 Penalty: 4082.894287
	Iteration 25Q: 3 clusters Score -466279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -466285.625000 Penalty: 4082.894287
	Iteration 26Q: 3 clusters Score -466285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -466291.656250 Penalty: 4082.894287
	Iteration 27Q: 3 clusters Score -466291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -466296.437500 Penalty: 4082.894287
	Iteration 28Q: 3 clusters Score -466296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -466300.125000 Penalty: 4082.894287
	Iteration 29Q: 3 clusters Score -466300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -466304.625000 Penalty: 4082.894287
	Iteration 30Q: 3 clusters Score -466304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -466309.093750 Penalty: 4082.894287
	Iteration 31Q: 3 clusters Score -466309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -466310.562500 Penalty: 4082.894287
	Iteration 32Q: 3 clusters Score -466310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -466311.625000 Penalty: 4082.894287
	Iteration 33Q: 3 clusters Score -466311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -466314.125000 Penalty: 4082.894287
	Iteration 34Q: 3 clusters Score -466314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -466317.156250 Penalty: 4082.894287
	Iteration 35Q: 3 clusters Score -466317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -466317.812500 Penalty: 4082.894287
	Iteration 36Q: 3 clusters Score -466317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -466317.812500 Penalty: 4082.894287
	Iteration 37F: 3 clusters Score -466317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Entering Unmasked Estep 
Score: -22116182.000000 Penalty: 2990.380127
	Iteration 0F: 2 clusters Score -2.211618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -22001972.000000 Penalty: 5980.760254
	Iteration 0F: 3 clusters Score -2.200197e+07 nChanged 82723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -22050706.000000 Penalty: 5980.760254
	Iteration 1F: 3 clusters Score -2.205071e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -22051492.000000 Penalty: 5980.760254
	Iteration 2Q: 3 clusters Score -2.205149e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -22052676.000000 Penalty: 5980.760254
	Iteration 3Q: 3 clusters Score -2.205268e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -22054436.000000 Penalty: 5980.760254
	Iteration 4Q: 3 clusters Score -2.205444e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -22056608.000000 Penalty: 5980.760254
	Iteration 5Q: 3 clusters Score -2.205661e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -22059802.000000 Penalty: 5980.760254
	Iteration 6Q: 3 clusters Score -2.20598e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 86999 members 
Entering Unmasked Estep 
Score: -22064208.000000 Penalty: 5980.760254
	Iteration 7Q: 3 clusters Score -2.206421e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -22070566.000000 Penalty: 5980.760254
	Iteration 8F: 3 clusters Score -2.207057e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -22079238.000000 Penalty: 5980.760254
	Iteration 9F: 3 clusters Score -2.207924e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -22087584.000000 Penalty: 5980.760254
	Iteration 10F: 3 clusters Score -2.208758e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94750 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -22092062.000000 Penalty: 5980.760254
	Iteration 11F: 3 clusters Score -2.209206e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -22093940.000000 Penalty: 5980.760254
	Iteration 12Q: 3 clusters Score -2.209394e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -22094888.000000 Penalty: 5980.760254
	Iteration 13Q: 3 clusters Score -2.209489e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -22095758.000000 Penalty: 5980.760254
	Iteration 14Q: 3 clusters Score -2.209576e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -22096526.000000 Penalty: 5980.760254
	Iteration 15Q: 3 clusters Score -2.209653e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -22097258.000000 Penalty: 5980.760254
	Iteration 16Q: 3 clusters Score -2.209726e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -22098146.000000 Penalty: 5980.760254
	Iteration 17Q: 3 clusters Score -2.209815e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -22099154.000000 Penalty: 5980.760254
	Iteration 18Q: 3 clusters Score -2.209915e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -22099750.000000 Penalty: 5980.760254
	Iteration 19Q: 3 clusters Score -2.209975e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -22100482.000000 Penalty: 5980.760254
	Iteration 20F: 3 clusters Score -2.210048e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115100 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -22101094.000000 Penalty: 5980.760254
	Iteration 21Q: 3 clusters Score -2.210109e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117061 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -22101544.000000 Penalty: 5980.760254
	Iteration 22Q: 3 clusters Score -2.210154e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118965 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -22101954.000000 Penalty: 5980.760254
	Iteration 23Q: 3 clusters Score -2.210195e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120881 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -22102328.000000 Penalty: 5980.760254
	Iteration 24Q: 3 clusters Score -2.210233e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122737 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -22102688.000000 Penalty: 5980.760254
	Iteration 25Q: 3 clusters Score -2.210269e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -22103182.000000 Penalty: 5980.760254
	Iteration 26Q: 3 clusters Score -2.210318e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126547 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -22103580.000000 Penalty: 5980.760254
	Iteration 27Q: 3 clusters Score -2.210358e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -22103912.000000 Penalty: 5980.760254
	Iteration 28Q: 3 clusters Score -2.210391e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -22104326.000000 Penalty: 5980.760254
	Iteration 29Q: 3 clusters Score -2.210433e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -22104818.000000 Penalty: 5980.760254
	Iteration 30Q: 3 clusters Score -2.210482e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -22105294.000000 Penalty: 5980.760254
	Iteration 31Q: 3 clusters Score -2.210529e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136412 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -22105688.000000 Penalty: 5980.760254
	Iteration 32Q: 3 clusters Score -2.210569e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -22106074.000000 Penalty: 5980.760254
	Iteration 33Q: 3 clusters Score -2.210607e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140255 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -22106526.000000 Penalty: 5980.760254
	Iteration 34Q: 3 clusters Score -2.210653e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -22106994.000000 Penalty: 5980.760254
	Iteration 35Q: 3 clusters Score -2.210699e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143930 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -22107462.000000 Penalty: 5980.760254
	Iteration 36Q: 3 clusters Score -2.210746e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -22107962.000000 Penalty: 5980.760254
	Iteration 37Q: 3 clusters Score -2.210796e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147502 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -22108348.000000 Penalty: 5980.760254
	Iteration 38Q: 3 clusters Score -2.210835e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149218 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -22108746.000000 Penalty: 5980.760254
	Iteration 39Q: 3 clusters Score -2.210875e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -22109280.000000 Penalty: 5980.760254
	Iteration 40F: 3 clusters Score -2.210928e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152441 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -22109720.000000 Penalty: 5980.760254
	Iteration 41Q: 3 clusters Score -2.210972e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -22110130.000000 Penalty: 5980.760254
	Iteration 42Q: 3 clusters Score -2.211013e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -22110640.000000 Penalty: 5980.760254
	Iteration 43Q: 3 clusters Score -2.211064e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -22111312.000000 Penalty: 5980.760254
	Iteration 44Q: 3 clusters Score -2.211131e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158279 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -22111748.000000 Penalty: 5980.760254
	Iteration 45Q: 3 clusters Score -2.211175e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -22112152.000000 Penalty: 5980.760254
	Iteration 46Q: 3 clusters Score -2.211215e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160692 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -22112476.000000 Penalty: 5980.760254
	Iteration 47Q: 3 clusters Score -2.211248e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -22112804.000000 Penalty: 5980.760254
	Iteration 48Q: 3 clusters Score -2.21128e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162734 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -22112992.000000 Penalty: 5980.760254
	Iteration 49Q: 3 clusters Score -2.211299e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -22113210.000000 Penalty: 5980.760254
	Iteration 50Q: 3 clusters Score -2.211321e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -22113462.000000 Penalty: 5980.760254
	Iteration 51Q: 3 clusters Score -2.211346e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -22113466.000000 Penalty: 5980.760254
	Iteration 52Q: 3 clusters Score -2.211347e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -22113646.000000 Penalty: 5980.760254
	Iteration 53Q: 3 clusters Score -2.211365e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -22113728.000000 Penalty: 5980.760254
	Iteration 54Q: 3 clusters Score -2.211373e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -22113850.000000 Penalty: 5980.760254
	Iteration 55Q: 3 clusters Score -2.211385e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -22113928.000000 Penalty: 5980.760254
	Iteration 56Q: 3 clusters Score -2.211393e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167979 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -22114002.000000 Penalty: 5980.760254
	Iteration 57Q: 3 clusters Score -2.2114e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -22113968.000000 Penalty: 5980.760254
	Iteration 58Q: 3 clusters Score -2.211397e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -22113970.000000 Penalty: 5980.760254
	Iteration 59Q: 3 clusters Score -2.211397e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -22113954.000000 Penalty: 5980.760254
	Iteration 60F: 3 clusters Score -2.211395e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -22113992.000000 Penalty: 5980.760254
	Iteration 61Q: 3 clusters Score -2.211399e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169463 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -22114044.000000 Penalty: 5980.760254
	Iteration 62Q: 3 clusters Score -2.211404e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169676 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -22114066.000000 Penalty: 5980.760254
	Iteration 63Q: 3 clusters Score -2.211407e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -22114040.000000 Penalty: 5980.760254
	Iteration 64Q: 3 clusters Score -2.211404e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -22114034.000000 Penalty: 5980.760254
	Iteration 65Q: 3 clusters Score -2.211403e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -22114046.000000 Penalty: 5980.760254
	Iteration 66Q: 3 clusters Score -2.211405e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -22114066.000000 Penalty: 5980.760254
	Iteration 67Q: 3 clusters Score -2.211407e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -22114048.000000 Penalty: 5980.760254
	Iteration 68Q: 3 clusters Score -2.211405e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -22114062.000000 Penalty: 5980.760254
	Iteration 69Q: 3 clusters Score -2.211406e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -22114062.000000 Penalty: 5980.760254
	Iteration 70Q: 3 clusters Score -2.211406e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22114062.000000 Penalty: 5980.760254
	Iteration 71Q: 3 clusters Score -2.211406e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170648 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22114094.000000 Penalty: 5980.760254
	Iteration 72Q: 3 clusters Score -2.211409e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -22114072.000000 Penalty: 5980.760254
	Iteration 73Q: 3 clusters Score -2.211407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170785 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22114060.000000 Penalty: 5980.760254
	Iteration 74Q: 3 clusters Score -2.211406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170843 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22114044.000000 Penalty: 5980.760254
	Iteration 75Q: 3 clusters Score -2.211404e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -22114058.000000 Penalty: 5980.760254
	Iteration 76Q: 3 clusters Score -2.211406e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -22114060.000000 Penalty: 5980.760254
	Iteration 77Q: 3 clusters Score -2.211406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22114062.000000 Penalty: 5980.760254
	Iteration 78Q: 3 clusters Score -2.211406e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171014 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22114048.000000 Penalty: 5980.760254
	Iteration 79Q: 3 clusters Score -2.211405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171047 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22114024.000000 Penalty: 5980.760254
	Iteration 80F: 3 clusters Score -2.211402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22114050.000000 Penalty: 5980.760254
	Iteration 81Q: 3 clusters Score -2.211405e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171098 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22114068.000000 Penalty: 5980.760254
	Iteration 82Q: 3 clusters Score -2.211407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22114050.000000 Penalty: 5980.760254
	Iteration 83Q: 3 clusters Score -2.211405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22114082.000000 Penalty: 5980.760254
	Iteration 84Q: 3 clusters Score -2.211408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22114088.000000 Penalty: 5980.760254
	Iteration 85Q: 3 clusters Score -2.211409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -22114094.000000 Penalty: 5980.760254
	Iteration 86Q: 3 clusters Score -2.211409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22114096.000000 Penalty: 5980.760254
	Iteration 87Q: 3 clusters Score -2.21141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -22114108.000000 Penalty: 5980.760254
	Iteration 88Q: 3 clusters Score -2.211411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22114098.000000 Penalty: 5980.760254
	Iteration 89Q: 3 clusters Score -2.21141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22114112.000000 Penalty: 5980.760254
	Iteration 90Q: 3 clusters Score -2.211411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171222 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22114110.000000 Penalty: 5980.760254
	Iteration 91Q: 3 clusters Score -2.211411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -22114108.000000 Penalty: 5980.760254
	Iteration 92Q: 3 clusters Score -2.211411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22114100.000000 Penalty: 5980.760254
	Iteration 93Q: 3 clusters Score -2.21141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171242 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22114100.000000 Penalty: 5980.760254
	Iteration 94Q: 3 clusters Score -2.21141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22114108.000000 Penalty: 5980.760254
	Iteration 95Q: 3 clusters Score -2.211411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22114090.000000 Penalty: 5980.760254
	Iteration 96Q: 3 clusters Score -2.211409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22114104.000000 Penalty: 5980.760254
	Iteration 97Q: 3 clusters Score -2.21141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22114112.000000 Penalty: 5980.760254
	Iteration 98Q: 3 clusters Score -2.211411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22114116.000000 Penalty: 5980.760254
	Iteration 99Q: 3 clusters Score -2.211412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22114094.000000 Penalty: 5980.760254
	Iteration 100F: 3 clusters Score -2.211409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22114104.000000 Penalty: 5980.760254
	Iteration 101Q: 3 clusters Score -2.21141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171302 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22114098.000000 Penalty: 5980.760254
	Iteration 102Q: 3 clusters Score -2.21141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171313 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -22114108.000000 Penalty: 5980.760254
	Iteration 103Q: 3 clusters Score -2.211411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22114102.000000 Penalty: 5980.760254
	Iteration 104Q: 3 clusters Score -2.21141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -22114110.000000 Penalty: 5980.760254
	Iteration 105Q: 3 clusters Score -2.211411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22114128.000000 Penalty: 5980.760254
	Iteration 106Q: 3 clusters Score -2.211413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22114080.000000 Penalty: 5980.760254
	Iteration 107Q: 3 clusters Score -2.211408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22114066.000000 Penalty: 5980.760254
	Iteration 108Q: 3 clusters Score -2.211407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22114068.000000 Penalty: 5980.760254
	Iteration 109Q: 3 clusters Score -2.211407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -22114074.000000 Penalty: 5980.760254
	Iteration 110Q: 3 clusters Score -2.211407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22114074.000000 Penalty: 5980.760254
	Iteration 111Q: 3 clusters Score -2.211407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22114064.000000 Penalty: 5980.760254
	Iteration 112Q: 3 clusters Score -2.211406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22114090.000000 Penalty: 5980.760254
	Iteration 113Q: 3 clusters Score -2.211409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -22114094.000000 Penalty: 5980.760254
	Iteration 114Q: 3 clusters Score -2.211409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -22114078.000000 Penalty: 5980.760254
	Iteration 115Q: 3 clusters Score -2.211408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171377 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22114094.000000 Penalty: 5980.760254
	Iteration 116Q: 3 clusters Score -2.211409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -22114098.000000 Penalty: 5980.760254
	Iteration 117Q: 3 clusters Score -2.21141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22114102.000000 Penalty: 5980.760254
	Iteration 118Q: 3 clusters Score -2.21141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -22114104.000000 Penalty: 5980.760254
	Iteration 119Q: 3 clusters Score -2.21141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -22114104.000000 Penalty: 5980.760254
	Iteration 120F: 3 clusters Score -2.21141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 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 223 members 
Entering Unmasked Estep 
Score: -43256.777344 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43256.78 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43502.507812 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43502.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43558.777344 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -43558.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43612.835938 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43612.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43628.238281 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43628.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43630.359375 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43630.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43630.359375 Penalty: 3005.324951
	Iteration 6F: 3 clusters Score -43630.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Entering Unmasked Estep 
Score: -1364394.125000 Penalty: 2295.602051
	Iteration 0F: 2 clusters Score -1364394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1356451.875000 Penalty: 4591.204102
	Iteration 0F: 3 clusters Score -1356452 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1358706.750000 Penalty: 4591.204102
	Iteration 1F: 3 clusters Score -1358707 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1359034.625000 Penalty: 4591.204102
	Iteration 2F: 3 clusters Score -1359035 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1359308.000000 Penalty: 4591.204102
	Iteration 3F: 3 clusters Score -1359308 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1359565.125000 Penalty: 4591.204102
	Iteration 4Q: 3 clusters Score -1359565 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1359792.125000 Penalty: 4591.204102
	Iteration 5Q: 3 clusters Score -1359792 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1360030.750000 Penalty: 4591.204102
	Iteration 6Q: 3 clusters Score -1360031 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1360284.500000 Penalty: 4591.204102
	Iteration 7Q: 3 clusters Score -1360284 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1360541.250000 Penalty: 4591.204102
	Iteration 8Q: 3 clusters Score -1360541 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1360834.625000 Penalty: 4591.204102
	Iteration 9Q: 3 clusters Score -1360835 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1361175.375000 Penalty: 4591.204102
	Iteration 10Q: 3 clusters Score -1361175 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1361515.375000 Penalty: 4591.204102
	Iteration 11Q: 3 clusters Score -1361515 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1361780.625000 Penalty: 4591.204102
	Iteration 12Q: 3 clusters Score -1361781 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1361982.625000 Penalty: 4591.204102
	Iteration 13Q: 3 clusters Score -1361983 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1362111.875000 Penalty: 4591.204102
	Iteration 14Q: 3 clusters Score -1362112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1362174.125000 Penalty: 4591.204102
	Iteration 15Q: 3 clusters Score -1362174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1362210.500000 Penalty: 4591.204102
	Iteration 16Q: 3 clusters Score -1362210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1362237.625000 Penalty: 4591.204102
	Iteration 17Q: 3 clusters Score -1362238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1362255.125000 Penalty: 4591.204102
	Iteration 18Q: 3 clusters Score -1362255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1362271.875000 Penalty: 4591.204102
	Iteration 19Q: 3 clusters Score -1362272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1362293.625000 Penalty: 4591.204102
	Iteration 20F: 3 clusters Score -1362294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1362312.000000 Penalty: 4591.204102
	Iteration 21Q: 3 clusters Score -1362312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1362326.750000 Penalty: 4591.204102
	Iteration 22Q: 3 clusters Score -1362327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1362336.250000 Penalty: 4591.204102
	Iteration 23Q: 3 clusters Score -1362336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1362347.750000 Penalty: 4591.204102
	Iteration 24Q: 3 clusters Score -1362348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1362357.875000 Penalty: 4591.204102
	Iteration 25Q: 3 clusters Score -1362358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1362365.500000 Penalty: 4591.204102
	Iteration 26Q: 3 clusters Score -1362366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1362375.375000 Penalty: 4591.204102
	Iteration 27Q: 3 clusters Score -1362375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1362386.625000 Penalty: 4591.204102
	Iteration 28Q: 3 clusters Score -1362387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1362392.750000 Penalty: 4591.204102
	Iteration 29Q: 3 clusters Score -1362393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1362398.500000 Penalty: 4591.204102
	Iteration 30Q: 3 clusters Score -1362398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1362403.000000 Penalty: 4591.204102
	Iteration 31Q: 3 clusters Score -1362403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1362403.125000 Penalty: 4591.204102
	Iteration 32Q: 3 clusters Score -1362403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1362408.750000 Penalty: 4591.204102
	Iteration 33Q: 3 clusters Score -1362409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1362408.000000 Penalty: 4591.204102
	Iteration 34Q: 3 clusters Score -1362408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1362412.625000 Penalty: 4591.204102
	Iteration 35Q: 3 clusters Score -1362413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1362415.000000 Penalty: 4591.204102
	Iteration 36Q: 3 clusters Score -1362415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1362417.375000 Penalty: 4591.204102
	Iteration 37Q: 3 clusters Score -1362417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1362421.250000 Penalty: 4591.204102
	Iteration 38Q: 3 clusters Score -1362421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1362425.125000 Penalty: 4591.204102
	Iteration 39Q: 3 clusters Score -1362425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1362421.875000 Penalty: 4591.204102
	Iteration 40F: 3 clusters Score -1362422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1362423.375000 Penalty: 4591.204102
	Iteration 41Q: 3 clusters Score -1362423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1362422.875000 Penalty: 4591.204102
	Iteration 42Q: 3 clusters Score -1362423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1362422.875000 Penalty: 4591.204102
	Iteration 43F: 3 clusters Score -1362423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122886.000000 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120822.437500 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120822.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -121290.835938 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -121290.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121669.937500 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121669.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -122040.789062 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -122040.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -122513.843750 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -122513.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -122838.742188 Penalty: 3507.921387
	Iteration 5F: 3 clusters Score -122838.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -123085.875000 Penalty: 3507.921387
	Iteration 6F: 3 clusters Score -123085.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123344.726562 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -123344.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -123603.976562 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -123604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -123853.890625 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -123853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123902.375000 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -123902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123918.046875 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -123918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -123932.875000 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -123932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -123946.429688 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -123946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123963.898438 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -123963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -123998.179688 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -123998.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -124048.195312 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -124048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -124089.875000 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -124089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124103.664062 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -124103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124126.046875 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -124126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124165.179688 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -124165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124364.085938 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -124364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124435.804688 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -124435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124435.804688 Penalty: 3507.921387
	Iteration 23F: 3 clusters Score -124435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172471 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 76610 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17759 members 
Mstep: Class 14 contains 73683 members 
Mstep: Class 15 contains 152924 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172065 members 
Mstep: Class 18 contains 6711 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
Score: -98278528.000000 Penalty: 67304.742188
Splitting cluster 5 changes total score from -98278392.000000 to -98278528.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -559744.625000 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -559744.6 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 2165 members 
Entering Unmasked Estep 
Score: -555584.500000 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -555584.5 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -556474.750000 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -556474.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -556712.125000 Penalty: 4156.137695
	Iteration 2F: 3 clusters Score -556712.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -556860.000000 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -556860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -556970.375000 Penalty: 4156.137695
	Iteration 4Q: 3 clusters Score -556970.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -557057.937500 Penalty: 4156.137695
	Iteration 5Q: 3 clusters Score -557057.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -557133.625000 Penalty: 4156.137695
	Iteration 6Q: 3 clusters Score -557133.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -557199.687500 Penalty: 4156.137695
	Iteration 7Q: 3 clusters Score -557199.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -557269.625000 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -557269.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -557354.000000 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -557354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -557428.125000 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -557428.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -557500.437500 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -557500.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -557570.375000 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -557570.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -557641.250000 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -557641.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -557712.875000 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -557712.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -557780.312500 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -557780.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -557850.375000 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -557850.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -557912.125000 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -557912.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -557956.625000 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -557956.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -557989.687500 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -557989.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -558011.437500 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -558011.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -558031.125000 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -558031.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -558046.312500 Penalty: 4156.137695
	Iteration 22Q: 3 clusters Score -558046.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -558054.562500 Penalty: 4156.137695
	Iteration 23Q: 3 clusters Score -558054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -558059.812500 Penalty: 4156.137695
	Iteration 24Q: 3 clusters Score -558059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -558066.000000 Penalty: 4156.137695
	Iteration 25Q: 3 clusters Score -558066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -558071.125000 Penalty: 4156.137695
	Iteration 26Q: 3 clusters Score -558071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -558079.625000 Penalty: 4156.137695
	Iteration 27Q: 3 clusters Score -558079.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -558086.187500 Penalty: 4156.137695
	Iteration 28Q: 3 clusters Score -558086.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -558094.125000 Penalty: 4156.137695
	Iteration 29Q: 3 clusters Score -558094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -558100.437500 Penalty: 4156.137695
	Iteration 30Q: 3 clusters Score -558100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -558103.750000 Penalty: 4156.137695
	Iteration 31Q: 3 clusters Score -558103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -558104.000000 Penalty: 4156.137695
	Iteration 32Q: 3 clusters Score -558104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -558107.875000 Penalty: 4156.137695
	Iteration 33Q: 3 clusters Score -558107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -558114.062500 Penalty: 4156.137695
	Iteration 34Q: 3 clusters Score -558114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -558120.312500 Penalty: 4156.137695
	Iteration 35Q: 3 clusters Score -558120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -558126.500000 Penalty: 4156.137695
	Iteration 36Q: 3 clusters Score -558126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -558131.187500 Penalty: 4156.137695
	Iteration 37Q: 3 clusters Score -558131.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -558141.062500 Penalty: 4156.137695
	Iteration 38Q: 3 clusters Score -558141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -558145.500000 Penalty: 4156.137695
	Iteration 39Q: 3 clusters Score -558145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -558147.125000 Penalty: 4156.137695
	Iteration 40F: 3 clusters Score -558147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -558149.375000 Penalty: 4156.137695
	Iteration 41Q: 3 clusters Score -558149.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -558151.812500 Penalty: 4156.137695
	Iteration 42Q: 3 clusters Score -558151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -558152.750000 Penalty: 4156.137695
	Iteration 43Q: 3 clusters Score -558152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -558154.437500 Penalty: 4156.137695
	Iteration 44Q: 3 clusters Score -558154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -558156.250000 Penalty: 4156.137695
	Iteration 45Q: 3 clusters Score -558156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -558157.125000 Penalty: 4156.137695
	Iteration 46Q: 3 clusters Score -558157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -558158.000000 Penalty: 4156.137695
	Iteration 47Q: 3 clusters Score -558158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -558158.000000 Penalty: 4156.137695
	Iteration 48F: 3 clusters Score -558158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Entering Unmasked Estep 
Score: -1431755.125000 Penalty: 2326.239746
	Iteration 0F: 2 clusters Score -1431755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1422877.000000 Penalty: 4652.479492
	Iteration 0F: 3 clusters Score -1422877 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1425532.875000 Penalty: 4652.479492
	Iteration 1F: 3 clusters Score -1425533 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1425901.125000 Penalty: 4652.479492
	Iteration 2F: 3 clusters Score -1425901 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1426163.375000 Penalty: 4652.479492
	Iteration 3F: 3 clusters Score -1426163 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1426374.625000 Penalty: 4652.479492
	Iteration 4Q: 3 clusters Score -1426375 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1426565.500000 Penalty: 4652.479492
	Iteration 5Q: 3 clusters Score -1426566 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1426746.000000 Penalty: 4652.479492
	Iteration 6Q: 3 clusters Score -1426746 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1426943.125000 Penalty: 4652.479492
	Iteration 7Q: 3 clusters Score -1426943 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1427183.875000 Penalty: 4652.479492
	Iteration 8Q: 3 clusters Score -1427184 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1427442.000000 Penalty: 4652.479492
	Iteration 9Q: 3 clusters Score -1427442 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1427750.125000 Penalty: 4652.479492
	Iteration 10Q: 3 clusters Score -1427750 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1428092.375000 Penalty: 4652.479492
	Iteration 11Q: 3 clusters Score -1428092 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1428412.500000 Penalty: 4652.479492
	Iteration 12Q: 3 clusters Score -1428412 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1428745.375000 Penalty: 4652.479492
	Iteration 13Q: 3 clusters Score -1428745 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1429030.500000 Penalty: 4652.479492
	Iteration 14Q: 3 clusters Score -1429030 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1429232.500000 Penalty: 4652.479492
	Iteration 15Q: 3 clusters Score -1429232 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1429359.875000 Penalty: 4652.479492
	Iteration 16Q: 3 clusters Score -1429360 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1429456.000000 Penalty: 4652.479492
	Iteration 17Q: 3 clusters Score -1429456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1429531.000000 Penalty: 4652.479492
	Iteration 18Q: 3 clusters Score -1429531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1429587.750000 Penalty: 4652.479492
	Iteration 19Q: 3 clusters Score -1429588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1429619.500000 Penalty: 4652.479492
	Iteration 20F: 3 clusters Score -1429620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1429638.750000 Penalty: 4652.479492
	Iteration 21Q: 3 clusters Score -1429639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1429645.750000 Penalty: 4652.479492
	Iteration 22Q: 3 clusters Score -1429646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1429656.500000 Penalty: 4652.479492
	Iteration 23Q: 3 clusters Score -1429656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1429664.750000 Penalty: 4652.479492
	Iteration 24Q: 3 clusters Score -1429665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1429676.625000 Penalty: 4652.479492
	Iteration 25Q: 3 clusters Score -1429677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1429684.125000 Penalty: 4652.479492
	Iteration 26Q: 3 clusters Score -1429684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1429691.750000 Penalty: 4652.479492
	Iteration 27Q: 3 clusters Score -1429692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1429694.000000 Penalty: 4652.479492
	Iteration 28Q: 3 clusters Score -1429694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1429695.625000 Penalty: 4652.479492
	Iteration 29Q: 3 clusters Score -1429696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1429697.625000 Penalty: 4652.479492
	Iteration 30Q: 3 clusters Score -1429698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1429700.375000 Penalty: 4652.479492
	Iteration 31Q: 3 clusters Score -1429700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1429702.875000 Penalty: 4652.479492
	Iteration 32Q: 3 clusters Score -1429703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1429702.875000 Penalty: 4652.479492
	Iteration 33F: 3 clusters Score -1429703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Entering Unmasked Estep 
Score: -2914965.000000 Penalty: 2485.087646
	Iteration 0F: 2 clusters Score -2914965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2899349.250000 Penalty: 4970.175293
	Iteration 0F: 3 clusters Score -2899349 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2904717.250000 Penalty: 4970.175293
	Iteration 1F: 3 clusters Score -2904717 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2905255.750000 Penalty: 4970.175293
	Iteration 2F: 3 clusters Score -2905256 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2905737.500000 Penalty: 4970.175293
	Iteration 3F: 3 clusters Score -2905738 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2906235.500000 Penalty: 4970.175293
	Iteration 4Q: 3 clusters Score -2906236 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2906890.500000 Penalty: 4970.175293
	Iteration 5F: 3 clusters Score -2906890 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2907806.500000 Penalty: 4970.175293
	Iteration 6F: 3 clusters Score -2907806 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2908876.750000 Penalty: 4970.175293
	Iteration 7F: 3 clusters Score -2908877 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2910103.500000 Penalty: 4970.175293
	Iteration 8F: 3 clusters Score -2910104 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2910997.750000 Penalty: 4970.175293
	Iteration 9Q: 3 clusters Score -2910998 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2911495.250000 Penalty: 4970.175293
	Iteration 10Q: 3 clusters Score -2911495 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2911761.500000 Penalty: 4970.175293
	Iteration 11Q: 3 clusters Score -2911762 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2911953.500000 Penalty: 4970.175293
	Iteration 12Q: 3 clusters Score -2911954 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2912111.000000 Penalty: 4970.175293
	Iteration 13Q: 3 clusters Score -2912111 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2912230.500000 Penalty: 4970.175293
	Iteration 14Q: 3 clusters Score -2912230 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2912319.500000 Penalty: 4970.175293
	Iteration 15Q: 3 clusters Score -2912320 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2912386.750000 Penalty: 4970.175293
	Iteration 16Q: 3 clusters Score -2912387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2912450.000000 Penalty: 4970.175293
	Iteration 17Q: 3 clusters Score -2912450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2912512.750000 Penalty: 4970.175293
	Iteration 18Q: 3 clusters Score -2912513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2912575.500000 Penalty: 4970.175293
	Iteration 19Q: 3 clusters Score -2912576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2912626.500000 Penalty: 4970.175293
	Iteration 20F: 3 clusters Score -2912626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2912671.750000 Penalty: 4970.175293
	Iteration 21Q: 3 clusters Score -2912672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2912715.000000 Penalty: 4970.175293
	Iteration 22Q: 3 clusters Score -2912715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2912750.000000 Penalty: 4970.175293
	Iteration 23Q: 3 clusters Score -2912750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2912788.000000 Penalty: 4970.175293
	Iteration 24Q: 3 clusters Score -2912788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2912796.250000 Penalty: 4970.175293
	Iteration 25Q: 3 clusters Score -2912796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2912819.250000 Penalty: 4970.175293
	Iteration 26Q: 3 clusters Score -2912819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2912847.250000 Penalty: 4970.175293
	Iteration 27Q: 3 clusters Score -2912847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2912866.250000 Penalty: 4970.175293
	Iteration 28Q: 3 clusters Score -2912866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2912868.500000 Penalty: 4970.175293
	Iteration 29Q: 3 clusters Score -2912868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2912877.750000 Penalty: 4970.175293
	Iteration 30Q: 3 clusters Score -2912878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2912884.000000 Penalty: 4970.175293
	Iteration 31Q: 3 clusters Score -2912884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2912899.500000 Penalty: 4970.175293
	Iteration 32Q: 3 clusters Score -2912900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2912907.250000 Penalty: 4970.175293
	Iteration 33Q: 3 clusters Score -2912907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2912913.250000 Penalty: 4970.175293
	Iteration 34Q: 3 clusters Score -2912913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2912906.250000 Penalty: 4970.175293
	Iteration 35Q: 3 clusters Score -2912906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2912911.750000 Penalty: 4970.175293
	Iteration 36Q: 3 clusters Score -2912912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2912916.250000 Penalty: 4970.175293
	Iteration 37Q: 3 clusters Score -2912916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2912922.000000 Penalty: 4970.175293
	Iteration 38Q: 3 clusters Score -2912922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2912923.750000 Penalty: 4970.175293
	Iteration 39Q: 3 clusters Score -2912924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2912928.250000 Penalty: 4970.175293
	Iteration 40F: 3 clusters Score -2912928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2912921.000000 Penalty: 4970.175293
	Iteration 41Q: 3 clusters Score -2912921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2912923.750000 Penalty: 4970.175293
	Iteration 42Q: 3 clusters Score -2912924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2912924.500000 Penalty: 4970.175293
	Iteration 43Q: 3 clusters Score -2912924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2912926.750000 Penalty: 4970.175293
	Iteration 44Q: 3 clusters Score -2912927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2912924.500000 Penalty: 4970.175293
	Iteration 45Q: 3 clusters Score -2912924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2912927.000000 Penalty: 4970.175293
	Iteration 46Q: 3 clusters Score -2912927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2912926.750000 Penalty: 4970.175293
	Iteration 47Q: 3 clusters Score -2912927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2912928.250000 Penalty: 4970.175293
	Iteration 48Q: 3 clusters Score -2912928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2912928.250000 Penalty: 4970.175293
	Iteration 49F: 3 clusters Score -2912928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -1447330.500000 Penalty: 2310.291260
	Iteration 0F: 2 clusters Score -1447330 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 5563 members 
Entering Unmasked Estep 
Score: -1438871.000000 Penalty: 4620.582520
	Iteration 0F: 3 clusters Score -1438871 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1441340.875000 Penalty: 4620.582520
	Iteration 1F: 3 clusters Score -1441341 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1441628.250000 Penalty: 4620.582520
	Iteration 2F: 3 clusters Score -1441628 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1441833.875000 Penalty: 4620.582520
	Iteration 3Q: 3 clusters Score -1441834 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1441949.875000 Penalty: 4620.582520
	Iteration 4Q: 3 clusters Score -1441950 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1442046.750000 Penalty: 4620.582520
	Iteration 5Q: 3 clusters Score -1442047 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1442121.875000 Penalty: 4620.582520
	Iteration 6Q: 3 clusters Score -1442122 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1442176.500000 Penalty: 4620.582520
	Iteration 7Q: 3 clusters Score -1442176 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1442222.625000 Penalty: 4620.582520
	Iteration 8Q: 3 clusters Score -1442223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1442259.500000 Penalty: 4620.582520
	Iteration 9Q: 3 clusters Score -1442260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1442294.000000 Penalty: 4620.582520
	Iteration 10Q: 3 clusters Score -1442294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1442316.875000 Penalty: 4620.582520
	Iteration 11Q: 3 clusters Score -1442317 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1442344.125000 Penalty: 4620.582520
	Iteration 12Q: 3 clusters Score -1442344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1442358.125000 Penalty: 4620.582520
	Iteration 13Q: 3 clusters Score -1442358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1442380.250000 Penalty: 4620.582520
	Iteration 14Q: 3 clusters Score -1442380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1442402.875000 Penalty: 4620.582520
	Iteration 15Q: 3 clusters Score -1442403 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1442429.500000 Penalty: 4620.582520
	Iteration 16Q: 3 clusters Score -1442430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1442456.500000 Penalty: 4620.582520
	Iteration 17Q: 3 clusters Score -1442456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1442479.125000 Penalty: 4620.582520
	Iteration 18Q: 3 clusters Score -1442479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1442501.125000 Penalty: 4620.582520
	Iteration 19Q: 3 clusters Score -1442501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1442530.375000 Penalty: 4620.582520
	Iteration 20F: 3 clusters Score -1442530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1442568.375000 Penalty: 4620.582520
	Iteration 21Q: 3 clusters Score -1442568 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1442621.125000 Penalty: 4620.582520
	Iteration 22Q: 3 clusters Score -1442621 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1442685.500000 Penalty: 4620.582520
	Iteration 23Q: 3 clusters Score -1442686 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1442754.000000 Penalty: 4620.582520
	Iteration 24Q: 3 clusters Score -1442754 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1442821.375000 Penalty: 4620.582520
	Iteration 25Q: 3 clusters Score -1442821 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1442920.625000 Penalty: 4620.582520
	Iteration 26Q: 3 clusters Score -1442921 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1443054.750000 Penalty: 4620.582520
	Iteration 27Q: 3 clusters Score -1443055 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1443269.750000 Penalty: 4620.582520
	Iteration 28Q: 3 clusters Score -1443270 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1443510.375000 Penalty: 4620.582520
	Iteration 29Q: 3 clusters Score -1443510 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1443806.750000 Penalty: 4620.582520
	Iteration 30Q: 3 clusters Score -1443807 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1444142.000000 Penalty: 4620.582520
	Iteration 31Q: 3 clusters Score -1444142 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1444479.000000 Penalty: 4620.582520
	Iteration 32Q: 3 clusters Score -1444479 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1444714.375000 Penalty: 4620.582520
	Iteration 33Q: 3 clusters Score -1444714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1444871.250000 Penalty: 4620.582520
	Iteration 34Q: 3 clusters Score -1444871 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1444978.250000 Penalty: 4620.582520
	Iteration 35Q: 3 clusters Score -1444978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1445059.500000 Penalty: 4620.582520
	Iteration 36Q: 3 clusters Score -1445060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1445120.375000 Penalty: 4620.582520
	Iteration 37Q: 3 clusters Score -1445120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1445159.750000 Penalty: 4620.582520
	Iteration 38Q: 3 clusters Score -1445160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1445179.000000 Penalty: 4620.582520
	Iteration 39Q: 3 clusters Score -1445179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1445207.875000 Penalty: 4620.582520
	Iteration 40F: 3 clusters Score -1445208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1445227.875000 Penalty: 4620.582520
	Iteration 41Q: 3 clusters Score -1445228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1445243.250000 Penalty: 4620.582520
	Iteration 42Q: 3 clusters Score -1445243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1445263.750000 Penalty: 4620.582520
	Iteration 43Q: 3 clusters Score -1445264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1445273.500000 Penalty: 4620.582520
	Iteration 44Q: 3 clusters Score -1445274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1445281.750000 Penalty: 4620.582520
	Iteration 45Q: 3 clusters Score -1445282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1445286.125000 Penalty: 4620.582520
	Iteration 46Q: 3 clusters Score -1445286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1445293.125000 Penalty: 4620.582520
	Iteration 47Q: 3 clusters Score -1445293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1445298.250000 Penalty: 4620.582520
	Iteration 48Q: 3 clusters Score -1445298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1445298.875000 Penalty: 4620.582520
	Iteration 49Q: 3 clusters Score -1445299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1445299.250000 Penalty: 4620.582520
	Iteration 50Q: 3 clusters Score -1445299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1445301.625000 Penalty: 4620.582520
	Iteration 51Q: 3 clusters Score -1445302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1445306.125000 Penalty: 4620.582520
	Iteration 52Q: 3 clusters Score -1445306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1445310.625000 Penalty: 4620.582520
	Iteration 53Q: 3 clusters Score -1445311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1445313.125000 Penalty: 4620.582520
	Iteration 54Q: 3 clusters Score -1445313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1445314.500000 Penalty: 4620.582520
	Iteration 55Q: 3 clusters Score -1445314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1445316.500000 Penalty: 4620.582520
	Iteration 56Q: 3 clusters Score -1445316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1445316.250000 Penalty: 4620.582520
	Iteration 57Q: 3 clusters Score -1445316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1445318.500000 Penalty: 4620.582520
	Iteration 58Q: 3 clusters Score -1445318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1445318.500000 Penalty: 4620.582520
	Iteration 59F: 3 clusters Score -1445318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Entering Unmasked Estep 
Score: -9579049.000000 Penalty: 2789.127686
	Iteration 0F: 2 clusters Score -9579049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -9527587.000000 Penalty: 5578.255371
	Iteration 0F: 3 clusters Score -9527587 nChanged 36041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -9548036.000000 Penalty: 5578.255371
	Iteration 1F: 3 clusters Score -9548036 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -9548604.000000 Penalty: 5578.255371
	Iteration 2Q: 3 clusters Score -9548604 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -9549352.000000 Penalty: 5578.255371
	Iteration 3Q: 3 clusters Score -9549352 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -9550522.000000 Penalty: 5578.255371
	Iteration 4Q: 3 clusters Score -9550522 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -9552607.000000 Penalty: 5578.255371
	Iteration 5F: 3 clusters Score -9552607 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -9556260.000000 Penalty: 5578.255371
	Iteration 6F: 3 clusters Score -9556260 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -9561651.000000 Penalty: 5578.255371
	Iteration 7F: 3 clusters Score -9561651 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -9567785.000000 Penalty: 5578.255371
	Iteration 8F: 3 clusters Score -9567785 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -9572681.000000 Penalty: 5578.255371
	Iteration 9F: 3 clusters Score -9572681 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -9575101.000000 Penalty: 5578.255371
	Iteration 10Q: 3 clusters Score -9575101 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -9575986.000000 Penalty: 5578.255371
	Iteration 11Q: 3 clusters Score -9575986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -9576298.000000 Penalty: 5578.255371
	Iteration 12Q: 3 clusters Score -9576298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -9576404.000000 Penalty: 5578.255371
	Iteration 13Q: 3 clusters Score -9576404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -9576448.000000 Penalty: 5578.255371
	Iteration 14Q: 3 clusters Score -9576448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -9576486.000000 Penalty: 5578.255371
	Iteration 15Q: 3 clusters Score -9576486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -9576497.000000 Penalty: 5578.255371
	Iteration 16Q: 3 clusters Score -9576497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -9576502.000000 Penalty: 5578.255371
	Iteration 17Q: 3 clusters Score -9576502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -9576518.000000 Penalty: 5578.255371
	Iteration 18Q: 3 clusters Score -9576518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -9576521.000000 Penalty: 5578.255371
	Iteration 19Q: 3 clusters Score -9576521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -9576521.000000 Penalty: 5578.255371
	Iteration 20F: 3 clusters Score -9576521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -9576525.000000 Penalty: 5578.255371
	Iteration 21Q: 3 clusters Score -9576525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -9576526.000000 Penalty: 5578.255371
	Iteration 22Q: 3 clusters Score -9576526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -9576538.000000 Penalty: 5578.255371
	Iteration 23Q: 3 clusters Score -9576538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9576542.000000 Penalty: 5578.255371
	Iteration 24Q: 3 clusters Score -9576542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -9576539.000000 Penalty: 5578.255371
	Iteration 25Q: 3 clusters Score -9576539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9576536.000000 Penalty: 5578.255371
	Iteration 26Q: 3 clusters Score -9576536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9576536.000000 Penalty: 5578.255371
	Iteration 27F: 3 clusters Score -9576536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -2366109.000000 Penalty: 2433.179443
	Iteration 0F: 2 clusters Score -2366109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2353115.750000 Penalty: 4866.358887
	Iteration 0F: 3 clusters Score -2353116 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2357394.500000 Penalty: 4866.358887
	Iteration 1F: 3 clusters Score -2357394 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2357719.250000 Penalty: 4866.358887
	Iteration 2F: 3 clusters Score -2357719 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2357965.500000 Penalty: 4866.358887
	Iteration 3Q: 3 clusters Score -2357966 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2358192.500000 Penalty: 4866.358887
	Iteration 4Q: 3 clusters Score -2358192 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2358407.500000 Penalty: 4866.358887
	Iteration 5Q: 3 clusters Score -2358408 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2358642.750000 Penalty: 4866.358887
	Iteration 6Q: 3 clusters Score -2358643 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2358956.500000 Penalty: 4866.358887
	Iteration 7Q: 3 clusters Score -2358956 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2359371.000000 Penalty: 4866.358887
	Iteration 8Q: 3 clusters Score -2359371 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2359935.750000 Penalty: 4866.358887
	Iteration 9Q: 3 clusters Score -2359936 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2360644.500000 Penalty: 4866.358887
	Iteration 10F: 3 clusters Score -2360644 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2361402.000000 Penalty: 4866.358887
	Iteration 11F: 3 clusters Score -2361402 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2362186.000000 Penalty: 4866.358887
	Iteration 12F: 3 clusters Score -2362186 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2362857.750000 Penalty: 4866.358887
	Iteration 13Q: 3 clusters Score -2362858 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2363279.750000 Penalty: 4866.358887
	Iteration 14Q: 3 clusters Score -2363280 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2363529.000000 Penalty: 4866.358887
	Iteration 15Q: 3 clusters Score -2363529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2363690.250000 Penalty: 4866.358887
	Iteration 16Q: 3 clusters Score -2363690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2363773.000000 Penalty: 4866.358887
	Iteration 17Q: 3 clusters Score -2363773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2363819.250000 Penalty: 4866.358887
	Iteration 18Q: 3 clusters Score -2363819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2363848.750000 Penalty: 4866.358887
	Iteration 19Q: 3 clusters Score -2363849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2363869.250000 Penalty: 4866.358887
	Iteration 20F: 3 clusters Score -2363869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2363886.250000 Penalty: 4866.358887
	Iteration 21Q: 3 clusters Score -2363886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2363910.500000 Penalty: 4866.358887
	Iteration 22Q: 3 clusters Score -2363910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2363916.500000 Penalty: 4866.358887
	Iteration 23Q: 3 clusters Score -2363916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2363921.250000 Penalty: 4866.358887
	Iteration 24Q: 3 clusters Score -2363921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2363930.750000 Penalty: 4866.358887
	Iteration 25Q: 3 clusters Score -2363931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2363935.750000 Penalty: 4866.358887
	Iteration 26Q: 3 clusters Score -2363936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2363936.250000 Penalty: 4866.358887
	Iteration 27Q: 3 clusters Score -2363936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2363938.000000 Penalty: 4866.358887
	Iteration 28Q: 3 clusters Score -2363938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2363940.500000 Penalty: 4866.358887
	Iteration 29Q: 3 clusters Score -2363940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2363942.750000 Penalty: 4866.358887
	Iteration 30Q: 3 clusters Score -2363943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2363945.000000 Penalty: 4866.358887
	Iteration 31Q: 3 clusters Score -2363945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2363952.500000 Penalty: 4866.358887
	Iteration 32Q: 3 clusters Score -2363952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2363952.750000 Penalty: 4866.358887
	Iteration 33Q: 3 clusters Score -2363953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2363953.750000 Penalty: 4866.358887
	Iteration 34Q: 3 clusters Score -2363954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2363954.500000 Penalty: 4866.358887
	Iteration 35Q: 3 clusters Score -2363954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2363954.500000 Penalty: 4866.358887
	Iteration 36F: 3 clusters Score -2363954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88314.289062 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88314.29 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89020.007812 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -89020.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89921.195312 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -89921.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -90181.578125 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -90181.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -90274.125000 Penalty: 3316.805908
	Iteration 4Q: 3 clusters Score -90274.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -90318.250000 Penalty: 3316.805908
	Iteration 5Q: 3 clusters Score -90318.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -90352.914062 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -90352.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -90378.695312 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -90378.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -90404.125000 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -90404.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -90430.593750 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -90430.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -90446.765625 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -90446.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -90472.703125 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -90472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -90481.726562 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -90481.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -90501.343750 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -90501.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -90533.187500 Penalty: 3316.805908
	Iteration 14Q: 3 clusters Score -90533.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -90545.023438 Penalty: 3316.805908
	Iteration 15Q: 3 clusters Score -90545.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -90546.468750 Penalty: 3316.805908
	Iteration 16Q: 3 clusters Score -90546.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -90548.609375 Penalty: 3316.805908
	Iteration 17Q: 3 clusters Score -90548.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -90548.609375 Penalty: 3316.805908
	Iteration 18F: 3 clusters Score -90548.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172471 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 76610 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 649 members 
Mstep: Class 13 contains 17759 members 
Mstep: Class 14 contains 73683 members 
Mstep: Class 15 contains 152924 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172065 members 
Mstep: Class 18 contains 6711 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
Score: -98277344.000000 Penalty: 70669.984375
Splitting cluster 12 changes total score from -98278392.000000 to -98277344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Entering Unmasked Estep 
Score: -2313793.500000 Penalty: 2426.592773
	Iteration 0F: 2 clusters Score -2313794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2301155.750000 Penalty: 4853.185547
	Iteration 0F: 3 clusters Score -2301156 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2305223.000000 Penalty: 4853.185547
	Iteration 1F: 3 clusters Score -2305223 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2305559.250000 Penalty: 4853.185547
	Iteration 2F: 3 clusters Score -2305559 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2305803.000000 Penalty: 4853.185547
	Iteration 3Q: 3 clusters Score -2305803 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2306010.750000 Penalty: 4853.185547
	Iteration 4Q: 3 clusters Score -2306011 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2306176.500000 Penalty: 4853.185547
	Iteration 5Q: 3 clusters Score -2306176 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2306334.000000 Penalty: 4853.185547
	Iteration 6Q: 3 clusters Score -2306334 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2306475.250000 Penalty: 4853.185547
	Iteration 7Q: 3 clusters Score -2306475 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2306626.500000 Penalty: 4853.185547
	Iteration 8Q: 3 clusters Score -2306626 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2306792.750000 Penalty: 4853.185547
	Iteration 9Q: 3 clusters Score -2306793 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2306980.000000 Penalty: 4853.185547
	Iteration 10Q: 3 clusters Score -2306980 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2307262.000000 Penalty: 4853.185547
	Iteration 11Q: 3 clusters Score -2307262 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2307542.500000 Penalty: 4853.185547
	Iteration 12Q: 3 clusters Score -2307542 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2307902.500000 Penalty: 4853.185547
	Iteration 13Q: 3 clusters Score -2307902 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2308318.500000 Penalty: 4853.185547
	Iteration 14Q: 3 clusters Score -2308318 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2308782.500000 Penalty: 4853.185547
	Iteration 15Q: 3 clusters Score -2308782 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2309302.750000 Penalty: 4853.185547
	Iteration 16Q: 3 clusters Score -2309303 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2309781.000000 Penalty: 4853.185547
	Iteration 17Q: 3 clusters Score -2309781 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2310206.500000 Penalty: 4853.185547
	Iteration 18Q: 3 clusters Score -2310206 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2310540.250000 Penalty: 4853.185547
	Iteration 19Q: 3 clusters Score -2310540 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2310795.750000 Penalty: 4853.185547
	Iteration 20F: 3 clusters Score -2310796 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2311026.750000 Penalty: 4853.185547
	Iteration 21Q: 3 clusters Score -2311027 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2311182.000000 Penalty: 4853.185547
	Iteration 22Q: 3 clusters Score -2311182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2311318.250000 Penalty: 4853.185547
	Iteration 23Q: 3 clusters Score -2311318 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2311414.500000 Penalty: 4853.185547
	Iteration 24Q: 3 clusters Score -2311414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2311473.250000 Penalty: 4853.185547
	Iteration 25Q: 3 clusters Score -2311473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2311519.250000 Penalty: 4853.185547
	Iteration 26Q: 3 clusters Score -2311519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2311550.500000 Penalty: 4853.185547
	Iteration 27Q: 3 clusters Score -2311550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2311576.000000 Penalty: 4853.185547
	Iteration 28Q: 3 clusters Score -2311576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2311604.750000 Penalty: 4853.185547
	Iteration 29Q: 3 clusters Score -2311605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2311624.250000 Penalty: 4853.185547
	Iteration 30Q: 3 clusters Score -2311624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2311627.500000 Penalty: 4853.185547
	Iteration 31Q: 3 clusters Score -2311628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2311632.500000 Penalty: 4853.185547
	Iteration 32Q: 3 clusters Score -2311632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2311643.000000 Penalty: 4853.185547
	Iteration 33Q: 3 clusters Score -2311643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2311654.750000 Penalty: 4853.185547
	Iteration 34Q: 3 clusters Score -2311655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2311668.250000 Penalty: 4853.185547
	Iteration 35Q: 3 clusters Score -2311668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2311676.500000 Penalty: 4853.185547
	Iteration 36Q: 3 clusters Score -2311676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2311683.000000 Penalty: 4853.185547
	Iteration 37Q: 3 clusters Score -2311683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2311690.750000 Penalty: 4853.185547
	Iteration 38Q: 3 clusters Score -2311691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2311697.000000 Penalty: 4853.185547
	Iteration 39Q: 3 clusters Score -2311697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2311704.500000 Penalty: 4853.185547
	Iteration 40F: 3 clusters Score -2311704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2311708.250000 Penalty: 4853.185547
	Iteration 41Q: 3 clusters Score -2311708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2311716.000000 Penalty: 4853.185547
	Iteration 42Q: 3 clusters Score -2311716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2311716.000000 Penalty: 4853.185547
	Iteration 43F: 3 clusters Score -2311716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (73683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Entering Unmasked Estep 
Score: -9446252.000000 Penalty: 2779.466797
	Iteration 0F: 2 clusters Score -9446252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -9396833.000000 Penalty: 5558.933594
	Iteration 0F: 3 clusters Score -9396833 nChanged 34577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -9416061.000000 Penalty: 5558.933594
	Iteration 1F: 3 clusters Score -9416061 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9416530.000000 Penalty: 5558.933594
	Iteration 2Q: 3 clusters Score -9416530 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -9416876.000000 Penalty: 5558.933594
	Iteration 3Q: 3 clusters Score -9416876 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -9417199.000000 Penalty: 5558.933594
	Iteration 4Q: 3 clusters Score -9417199 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -9417418.000000 Penalty: 5558.933594
	Iteration 5Q: 3 clusters Score -9417418 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -9417618.000000 Penalty: 5558.933594
	Iteration 6Q: 3 clusters Score -9417618 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -9417820.000000 Penalty: 5558.933594
	Iteration 7Q: 3 clusters Score -9417820 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -9418037.000000 Penalty: 5558.933594
	Iteration 8Q: 3 clusters Score -9418037 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -9418253.000000 Penalty: 5558.933594
	Iteration 9Q: 3 clusters Score -9418253 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -9418475.000000 Penalty: 5558.933594
	Iteration 10Q: 3 clusters Score -9418475 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9418714.000000 Penalty: 5558.933594
	Iteration 11Q: 3 clusters Score -9418714 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -9419145.000000 Penalty: 5558.933594
	Iteration 12Q: 3 clusters Score -9419145 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -9419839.000000 Penalty: 5558.933594
	Iteration 13Q: 3 clusters Score -9419839 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -9420997.000000 Penalty: 5558.933594
	Iteration 14Q: 3 clusters Score -9420997 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -9422873.000000 Penalty: 5558.933594
	Iteration 15Q: 3 clusters Score -9422873 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -9425667.000000 Penalty: 5558.933594
	Iteration 16Q: 3 clusters Score -9425667 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9428821.000000 Penalty: 5558.933594
	Iteration 17F: 3 clusters Score -9428821 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -9431917.000000 Penalty: 5558.933594
	Iteration 18F: 3 clusters Score -9431917 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -9434341.000000 Penalty: 5558.933594
	Iteration 19F: 3 clusters Score -9434341 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52630 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -9436070.000000 Penalty: 5558.933594
	Iteration 20F: 3 clusters Score -9436070 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9437230.000000 Penalty: 5558.933594
	Iteration 21Q: 3 clusters Score -9437230 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -9437831.000000 Penalty: 5558.933594
	Iteration 22Q: 3 clusters Score -9437831 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -9438191.000000 Penalty: 5558.933594
	Iteration 23Q: 3 clusters Score -9438191 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -9438377.000000 Penalty: 5558.933594
	Iteration 24Q: 3 clusters Score -9438377 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -9438545.000000 Penalty: 5558.933594
	Iteration 25Q: 3 clusters Score -9438545 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -9438686.000000 Penalty: 5558.933594
	Iteration 26Q: 3 clusters Score -9438686 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -9438849.000000 Penalty: 5558.933594
	Iteration 27Q: 3 clusters Score -9438849 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -9438958.000000 Penalty: 5558.933594
	Iteration 28Q: 3 clusters Score -9438958 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -9439103.000000 Penalty: 5558.933594
	Iteration 29Q: 3 clusters Score -9439103 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -9439316.000000 Penalty: 5558.933594
	Iteration 30Q: 3 clusters Score -9439316 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -9439535.000000 Penalty: 5558.933594
	Iteration 31Q: 3 clusters Score -9439535 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -9439732.000000 Penalty: 5558.933594
	Iteration 32Q: 3 clusters Score -9439732 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -9439972.000000 Penalty: 5558.933594
	Iteration 33Q: 3 clusters Score -9439972 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -9440189.000000 Penalty: 5558.933594
	Iteration 34Q: 3 clusters Score -9440189 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -9440441.000000 Penalty: 5558.933594
	Iteration 35Q: 3 clusters Score -9440441 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -9440705.000000 Penalty: 5558.933594
	Iteration 36Q: 3 clusters Score -9440705 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -9440994.000000 Penalty: 5558.933594
	Iteration 37Q: 3 clusters Score -9440994 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -9441256.000000 Penalty: 5558.933594
	Iteration 38Q: 3 clusters Score -9441256 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -9441481.000000 Penalty: 5558.933594
	Iteration 39Q: 3 clusters Score -9441481 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -9441803.000000 Penalty: 5558.933594
	Iteration 40F: 3 clusters Score -9441803 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -9442076.000000 Penalty: 5558.933594
	Iteration 41Q: 3 clusters Score -9442076 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -9442308.000000 Penalty: 5558.933594
	Iteration 42Q: 3 clusters Score -9442308 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -9442527.000000 Penalty: 5558.933594
	Iteration 43Q: 3 clusters Score -9442527 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -9442715.000000 Penalty: 5558.933594
	Iteration 44Q: 3 clusters Score -9442715 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -9442888.000000 Penalty: 5558.933594
	Iteration 45Q: 3 clusters Score -9442888 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9443002.000000 Penalty: 5558.933594
	Iteration 46Q: 3 clusters Score -9443002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -9443173.000000 Penalty: 5558.933594
	Iteration 47Q: 3 clusters Score -9443173 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -9443240.000000 Penalty: 5558.933594
	Iteration 48Q: 3 clusters Score -9443240 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -9443332.000000 Penalty: 5558.933594
	Iteration 49Q: 3 clusters Score -9443332 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9443419.000000 Penalty: 5558.933594
	Iteration 50Q: 3 clusters Score -9443419 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9443534.000000 Penalty: 5558.933594
	Iteration 51Q: 3 clusters Score -9443534 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -9443590.000000 Penalty: 5558.933594
	Iteration 52Q: 3 clusters Score -9443590 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9443647.000000 Penalty: 5558.933594
	Iteration 53Q: 3 clusters Score -9443647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9443707.000000 Penalty: 5558.933594
	Iteration 54Q: 3 clusters Score -9443707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9443725.000000 Penalty: 5558.933594
	Iteration 55Q: 3 clusters Score -9443725 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9443758.000000 Penalty: 5558.933594
	Iteration 56Q: 3 clusters Score -9443758 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9443775.000000 Penalty: 5558.933594
	Iteration 57Q: 3 clusters Score -9443775 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9443805.000000 Penalty: 5558.933594
	Iteration 58Q: 3 clusters Score -9443805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9443809.000000 Penalty: 5558.933594
	Iteration 59Q: 3 clusters Score -9443809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9443851.000000 Penalty: 5558.933594
	Iteration 60F: 3 clusters Score -9443851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9443852.000000 Penalty: 5558.933594
	Iteration 61Q: 3 clusters Score -9443852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9443869.000000 Penalty: 5558.933594
	Iteration 62Q: 3 clusters Score -9443869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9443874.000000 Penalty: 5558.933594
	Iteration 63Q: 3 clusters Score -9443874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9443883.000000 Penalty: 5558.933594
	Iteration 64Q: 3 clusters Score -9443883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9443899.000000 Penalty: 5558.933594
	Iteration 65Q: 3 clusters Score -9443899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9443917.000000 Penalty: 5558.933594
	Iteration 66Q: 3 clusters Score -9443917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9443936.000000 Penalty: 5558.933594
	Iteration 67Q: 3 clusters Score -9443936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9443939.000000 Penalty: 5558.933594
	Iteration 68Q: 3 clusters Score -9443939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9443952.000000 Penalty: 5558.933594
	Iteration 69Q: 3 clusters Score -9443952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9443964.000000 Penalty: 5558.933594
	Iteration 70Q: 3 clusters Score -9443964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9443963.000000 Penalty: 5558.933594
	Iteration 71Q: 3 clusters Score -9443963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9443963.000000 Penalty: 5558.933594
	Iteration 72Q: 3 clusters Score -9443963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9443968.000000 Penalty: 5558.933594
	Iteration 73Q: 3 clusters Score -9443968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9443970.000000 Penalty: 5558.933594
	Iteration 74Q: 3 clusters Score -9443970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9443980.000000 Penalty: 5558.933594
	Iteration 75Q: 3 clusters Score -9443980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9443980.000000 Penalty: 5558.933594
	Iteration 76Q: 3 clusters Score -9443980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9443976.000000 Penalty: 5558.933594
	Iteration 77Q: 3 clusters Score -9443976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9443984.000000 Penalty: 5558.933594
	Iteration 78Q: 3 clusters Score -9443984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9443986.000000 Penalty: 5558.933594
	Iteration 79Q: 3 clusters Score -9443986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9443979.000000 Penalty: 5558.933594
	Iteration 80F: 3 clusters Score -9443979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9443985.000000 Penalty: 5558.933594
	Iteration 81Q: 3 clusters Score -9443985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9443985.000000 Penalty: 5558.933594
	Iteration 82F: 3 clusters Score -9443985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (152924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Entering Unmasked Estep 
Score: -19594340.000000 Penalty: 2960.548828
	Iteration 0F: 2 clusters Score -1.959434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -19492688.000000 Penalty: 5921.097656
	Iteration 0F: 3 clusters Score -1.949269e+07 nChanged 73153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -19535184.000000 Penalty: 5921.097656
	Iteration 1F: 3 clusters Score -1.953518e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -19536290.000000 Penalty: 5921.097656
	Iteration 2Q: 3 clusters Score -1.953629e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72161 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -19537682.000000 Penalty: 5921.097656
	Iteration 3Q: 3 clusters Score -1.953768e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -19539496.000000 Penalty: 5921.097656
	Iteration 4Q: 3 clusters Score -1.95395e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -19541926.000000 Penalty: 5921.097656
	Iteration 5Q: 3 clusters Score -1.954193e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -19545412.000000 Penalty: 5921.097656
	Iteration 6Q: 3 clusters Score -1.954541e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -19549978.000000 Penalty: 5921.097656
	Iteration 7F: 3 clusters Score -1.954998e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -19555786.000000 Penalty: 5921.097656
	Iteration 8F: 3 clusters Score -1.955579e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 107856 members 
Entering Unmasked Estep 
Score: -19562006.000000 Penalty: 5921.097656
	Iteration 9F: 3 clusters Score -1.956201e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -19567788.000000 Penalty: 5921.097656
	Iteration 10F: 3 clusters Score -1.956779e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -19572220.000000 Penalty: 5921.097656
	Iteration 11Q: 3 clusters Score -1.957222e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 121526 members 
Entering Unmasked Estep 
Score: -19575132.000000 Penalty: 5921.097656
	Iteration 12Q: 3 clusters Score -1.957513e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 124524 members 
Entering Unmasked Estep 
Score: -19577164.000000 Penalty: 5921.097656
	Iteration 13Q: 3 clusters Score -1.957716e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -19578716.000000 Penalty: 5921.097656
	Iteration 14Q: 3 clusters Score -1.957872e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -19580190.000000 Penalty: 5921.097656
	Iteration 15Q: 3 clusters Score -1.958019e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -19581488.000000 Penalty: 5921.097656
	Iteration 16Q: 3 clusters Score -1.958149e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 134983 members 
Entering Unmasked Estep 
Score: -19582708.000000 Penalty: 5921.097656
	Iteration 17Q: 3 clusters Score -1.958271e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -19584040.000000 Penalty: 5921.097656
	Iteration 18Q: 3 clusters Score -1.958404e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -19585180.000000 Penalty: 5921.097656
	Iteration 19Q: 3 clusters Score -1.958518e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -19586316.000000 Penalty: 5921.097656
	Iteration 20F: 3 clusters Score -1.958632e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -19587370.000000 Penalty: 5921.097656
	Iteration 21Q: 3 clusters Score -1.958737e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -19588344.000000 Penalty: 5921.097656
	Iteration 22Q: 3 clusters Score -1.958834e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -19589212.000000 Penalty: 5921.097656
	Iteration 23Q: 3 clusters Score -1.958921e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -19589896.000000 Penalty: 5921.097656
	Iteration 24Q: 3 clusters Score -1.95899e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 148646 members 
Entering Unmasked Estep 
Score: -19590400.000000 Penalty: 5921.097656
	Iteration 25Q: 3 clusters Score -1.95904e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -19590770.000000 Penalty: 5921.097656
	Iteration 26Q: 3 clusters Score -1.959077e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 149875 members 
Entering Unmasked Estep 
Score: -19591124.000000 Penalty: 5921.097656
	Iteration 27Q: 3 clusters Score -1.959112e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -19591344.000000 Penalty: 5921.097656
	Iteration 28Q: 3 clusters Score -1.959134e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -19591450.000000 Penalty: 5921.097656
	Iteration 29Q: 3 clusters Score -1.959145e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 150817 members 
Entering Unmasked Estep 
Score: -19591510.000000 Penalty: 5921.097656
	Iteration 30Q: 3 clusters Score -1.959151e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 150973 members 
Entering Unmasked Estep 
Score: -19591522.000000 Penalty: 5921.097656
	Iteration 31Q: 3 clusters Score -1.959152e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -19591584.000000 Penalty: 5921.097656
	Iteration 32Q: 3 clusters Score -1.959158e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -19591622.000000 Penalty: 5921.097656
	Iteration 33Q: 3 clusters Score -1.959162e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 151285 members 
Entering Unmasked Estep 
Score: -19591662.000000 Penalty: 5921.097656
	Iteration 34Q: 3 clusters Score -1.959166e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 151364 members 
Entering Unmasked Estep 
Score: -19591718.000000 Penalty: 5921.097656
	Iteration 35Q: 3 clusters Score -1.959172e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 151427 members 
Entering Unmasked Estep 
Score: -19591762.000000 Penalty: 5921.097656
	Iteration 36Q: 3 clusters Score -1.959176e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 151474 members 
Entering Unmasked Estep 
Score: -19591800.000000 Penalty: 5921.097656
	Iteration 37Q: 3 clusters Score -1.95918e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 151518 members 
Entering Unmasked Estep 
Score: -19591814.000000 Penalty: 5921.097656
	Iteration 38Q: 3 clusters Score -1.959181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 151558 members 
Entering Unmasked Estep 
Score: -19591820.000000 Penalty: 5921.097656
	Iteration 39Q: 3 clusters Score -1.959182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -19591834.000000 Penalty: 5921.097656
	Iteration 40F: 3 clusters Score -1.959183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 151612 members 
Entering Unmasked Estep 
Score: -19591850.000000 Penalty: 5921.097656
	Iteration 41Q: 3 clusters Score -1.959185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 151640 members 
Entering Unmasked Estep 
Score: -19591858.000000 Penalty: 5921.097656
	Iteration 42Q: 3 clusters Score -1.959186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -19591892.000000 Penalty: 5921.097656
	Iteration 43Q: 3 clusters Score -1.959189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -19591876.000000 Penalty: 5921.097656
	Iteration 44Q: 3 clusters Score -1.959188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 151683 members 
Entering Unmasked Estep 
Score: -19591890.000000 Penalty: 5921.097656
	Iteration 45Q: 3 clusters Score -1.959189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -19591896.000000 Penalty: 5921.097656
	Iteration 46Q: 3 clusters Score -1.95919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -19591912.000000 Penalty: 5921.097656
	Iteration 47Q: 3 clusters Score -1.959191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 151732 members 
Entering Unmasked Estep 
Score: -19591924.000000 Penalty: 5921.097656
	Iteration 48Q: 3 clusters Score -1.959192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -19591916.000000 Penalty: 5921.097656
	Iteration 49Q: 3 clusters Score -1.959192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 151767 members 
Entering Unmasked Estep 
Score: -19591926.000000 Penalty: 5921.097656
	Iteration 50Q: 3 clusters Score -1.959193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 151780 members 
Entering Unmasked Estep 
Score: -19591942.000000 Penalty: 5921.097656
	Iteration 51Q: 3 clusters Score -1.959194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -19591938.000000 Penalty: 5921.097656
	Iteration 52Q: 3 clusters Score -1.959194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -19591944.000000 Penalty: 5921.097656
	Iteration 53Q: 3 clusters Score -1.959194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 151824 members 
Entering Unmasked Estep 
Score: -19591944.000000 Penalty: 5921.097656
	Iteration 54Q: 3 clusters Score -1.959194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -19591938.000000 Penalty: 5921.097656
	Iteration 55Q: 3 clusters Score -1.959194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -19591964.000000 Penalty: 5921.097656
	Iteration 56Q: 3 clusters Score -1.959196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -19591980.000000 Penalty: 5921.097656
	Iteration 57Q: 3 clusters Score -1.959198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 151856 members 
Entering Unmasked Estep 
Score: -19591986.000000 Penalty: 5921.097656
	Iteration 58Q: 3 clusters Score -1.959199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -19591994.000000 Penalty: 5921.097656
	Iteration 59Q: 3 clusters Score -1.959199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -19591992.000000 Penalty: 5921.097656
	Iteration 60F: 3 clusters Score -1.959199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -19591992.000000 Penalty: 5921.097656
	Iteration 61Q: 3 clusters Score -1.959199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -19591990.000000 Penalty: 5921.097656
	Iteration 62Q: 3 clusters Score -1.959199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -19592008.000000 Penalty: 5921.097656
	Iteration 63Q: 3 clusters Score -1.959201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -19591992.000000 Penalty: 5921.097656
	Iteration 64Q: 3 clusters Score -1.959199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -19592000.000000 Penalty: 5921.097656
	Iteration 65Q: 3 clusters Score -1.9592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -19591992.000000 Penalty: 5921.097656
	Iteration 66Q: 3 clusters Score -1.959199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -19591996.000000 Penalty: 5921.097656
	Iteration 67Q: 3 clusters Score -1.9592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 151879 members 
Entering Unmasked Estep 
Score: -19591996.000000 Penalty: 5921.097656
	Iteration 68F: 3 clusters Score -1.9592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -95123.960938 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -95123.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93421.148438 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -93421.15 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94024.890625 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -94024.89 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94424.210938 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -94424.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94723.648438 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -94723.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94881.125000 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -94881.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94959.031250 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -94959.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95054.101562 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -95054.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -95233.375000 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -95233.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -95443.484375 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -95443.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95477.406250 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -95477.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -95520.835938 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -95520.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95578.953125 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -95578.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -95613.898438 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -95613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -95651.203125 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -95651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -95697.757812 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -95697.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -95737.523438 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -95737.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -95762.500000 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -95762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -95779.781250 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -95779.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95786.835938 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -95786.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95819.164062 Penalty: 3371.778320
	Iteration 19F: 3 clusters Score -95819.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -95850.757812 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -95850.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -95877.703125 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -95877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -95894.132812 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -95894.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95905.851562 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -95905.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -95910.015625 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -95910.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -95911.117188 Penalty: 3371.778320
	Iteration 25Q: 3 clusters Score -95911.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -95911.117188 Penalty: 3371.778320
	Iteration 26F: 3 clusters Score -95911.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172471 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 76610 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17759 members 
Mstep: Class 14 contains 73683 members 
Mstep: Class 15 contains 152924 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 172065 members 
Mstep: Class 18 contains 6711 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 584 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
Score: -98277640.000000 Penalty: 70669.984375
Splitting cluster 16 changes total score from -98278392.000000 to -98277640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (172065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Entering Unmasked Estep 
Score: -22073326.000000 Penalty: 2989.795654
	Iteration 0F: 2 clusters Score -2.207333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -21960384.000000 Penalty: 5979.591309
	Iteration 0F: 3 clusters Score -2.196038e+07 nChanged 82397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -22007918.000000 Penalty: 5979.591309
	Iteration 1F: 3 clusters Score -2.200792e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -22009156.000000 Penalty: 5979.591309
	Iteration 2Q: 3 clusters Score -2.200916e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -22010722.000000 Penalty: 5979.591309
	Iteration 3Q: 3 clusters Score -2.201072e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -22013154.000000 Penalty: 5979.591309
	Iteration 4Q: 3 clusters Score -2.201315e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -22016752.000000 Penalty: 5979.591309
	Iteration 5Q: 3 clusters Score -2.201675e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -22021986.000000 Penalty: 5979.591309
	Iteration 6F: 3 clusters Score -2.202199e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -22030138.000000 Penalty: 5979.591309
	Iteration 7F: 3 clusters Score -2.203014e+07 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -22040440.000000 Penalty: 5979.591309
	Iteration 8F: 3 clusters Score -2.204044e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72556 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -22049072.000000 Penalty: 5979.591309
	Iteration 9F: 3 clusters Score -2.204907e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 101726 members 
Entering Unmasked Estep 
Score: -22052856.000000 Penalty: 5979.591309
	Iteration 10Q: 3 clusters Score -2.205286e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -22054292.000000 Penalty: 5979.591309
	Iteration 11Q: 3 clusters Score -2.205429e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -22055106.000000 Penalty: 5979.591309
	Iteration 12Q: 3 clusters Score -2.205511e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -22055636.000000 Penalty: 5979.591309
	Iteration 13Q: 3 clusters Score -2.205564e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -22056342.000000 Penalty: 5979.591309
	Iteration 14Q: 3 clusters Score -2.205634e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -22056840.000000 Penalty: 5979.591309
	Iteration 15Q: 3 clusters Score -2.205684e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 110884 members 
Entering Unmasked Estep 
Score: -22057378.000000 Penalty: 5979.591309
	Iteration 16Q: 3 clusters Score -2.205738e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -22057800.000000 Penalty: 5979.591309
	Iteration 17Q: 3 clusters Score -2.20578e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -22058168.000000 Penalty: 5979.591309
	Iteration 18Q: 3 clusters Score -2.205817e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -22058526.000000 Penalty: 5979.591309
	Iteration 19Q: 3 clusters Score -2.205853e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
Score: -22058786.000000 Penalty: 5979.591309
	Iteration 20F: 3 clusters Score -2.205879e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -22059186.000000 Penalty: 5979.591309
	Iteration 21Q: 3 clusters Score -2.205919e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -22059444.000000 Penalty: 5979.591309
	Iteration 22Q: 3 clusters Score -2.205944e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -22059760.000000 Penalty: 5979.591309
	Iteration 23Q: 3 clusters Score -2.205976e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 122068 members 
Entering Unmasked Estep 
Score: -22060018.000000 Penalty: 5979.591309
	Iteration 24Q: 3 clusters Score -2.206002e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -22060166.000000 Penalty: 5979.591309
	Iteration 25Q: 3 clusters Score -2.206017e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -22060498.000000 Penalty: 5979.591309
	Iteration 26Q: 3 clusters Score -2.20605e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -22060818.000000 Penalty: 5979.591309
	Iteration 27Q: 3 clusters Score -2.206082e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 128047 members 
Entering Unmasked Estep 
Score: -22061100.000000 Penalty: 5979.591309
	Iteration 28Q: 3 clusters Score -2.20611e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 129607 members 
Entering Unmasked Estep 
Score: -22061400.000000 Penalty: 5979.591309
	Iteration 29Q: 3 clusters Score -2.20614e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -22061740.000000 Penalty: 5979.591309
	Iteration 30Q: 3 clusters Score -2.206174e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 132664 members 
Entering Unmasked Estep 
Score: -22062012.000000 Penalty: 5979.591309
	Iteration 31Q: 3 clusters Score -2.206201e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 134216 members 
Entering Unmasked Estep 
Score: -22062458.000000 Penalty: 5979.591309
	Iteration 32Q: 3 clusters Score -2.206246e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 135820 members 
Entering Unmasked Estep 
Score: -22062866.000000 Penalty: 5979.591309
	Iteration 33Q: 3 clusters Score -2.206287e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 137507 members 
Entering Unmasked Estep 
Score: -22063310.000000 Penalty: 5979.591309
	Iteration 34Q: 3 clusters Score -2.206331e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 139256 members 
Entering Unmasked Estep 
Score: -22063670.000000 Penalty: 5979.591309
	Iteration 35Q: 3 clusters Score -2.206367e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 140957 members 
Entering Unmasked Estep 
Score: -22064092.000000 Penalty: 5979.591309
	Iteration 36Q: 3 clusters Score -2.206409e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -22064522.000000 Penalty: 5979.591309
	Iteration 37Q: 3 clusters Score -2.206452e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 144386 members 
Entering Unmasked Estep 
Score: -22064894.000000 Penalty: 5979.591309
	Iteration 38Q: 3 clusters Score -2.206489e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -22065400.000000 Penalty: 5979.591309
	Iteration 39Q: 3 clusters Score -2.20654e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -22065882.000000 Penalty: 5979.591309
	Iteration 40F: 3 clusters Score -2.206588e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 149751 members 
Entering Unmasked Estep 
Score: -22066484.000000 Penalty: 5979.591309
	Iteration 41Q: 3 clusters Score -2.206648e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 151576 members 
Entering Unmasked Estep 
Score: -22067032.000000 Penalty: 5979.591309
	Iteration 42Q: 3 clusters Score -2.206703e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -22067460.000000 Penalty: 5979.591309
	Iteration 43Q: 3 clusters Score -2.206746e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -22067870.000000 Penalty: 5979.591309
	Iteration 44Q: 3 clusters Score -2.206787e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -22068326.000000 Penalty: 5979.591309
	Iteration 45Q: 3 clusters Score -2.206833e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 158684 members 
Entering Unmasked Estep 
Score: -22068690.000000 Penalty: 5979.591309
	Iteration 46Q: 3 clusters Score -2.206869e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -22069100.000000 Penalty: 5979.591309
	Iteration 47Q: 3 clusters Score -2.20691e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -22069522.000000 Penalty: 5979.591309
	Iteration 48Q: 3 clusters Score -2.206952e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -22069886.000000 Penalty: 5979.591309
	Iteration 49Q: 3 clusters Score -2.206989e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 164219 members 
Entering Unmasked Estep 
Score: -22070042.000000 Penalty: 5979.591309
	Iteration 50Q: 3 clusters Score -2.207004e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 165221 members 
Entering Unmasked Estep 
Score: -22070166.000000 Penalty: 5979.591309
	Iteration 51Q: 3 clusters Score -2.207017e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 166082 members 
Entering Unmasked Estep 
Score: -22070312.000000 Penalty: 5979.591309
	Iteration 52Q: 3 clusters Score -2.207031e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -22070420.000000 Penalty: 5979.591309
	Iteration 53Q: 3 clusters Score -2.207042e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -22070568.000000 Penalty: 5979.591309
	Iteration 54Q: 3 clusters Score -2.207057e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -22070700.000000 Penalty: 5979.591309
	Iteration 55Q: 3 clusters Score -2.20707e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 168479 members 
Entering Unmasked Estep 
Score: -22070782.000000 Penalty: 5979.591309
	Iteration 56Q: 3 clusters Score -2.207078e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -22070826.000000 Penalty: 5979.591309
	Iteration 57Q: 3 clusters Score -2.207083e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 169156 members 
Entering Unmasked Estep 
Score: -22070966.000000 Penalty: 5979.591309
	Iteration 58Q: 3 clusters Score -2.207097e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -22071010.000000 Penalty: 5979.591309
	Iteration 59Q: 3 clusters Score -2.207101e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -22071044.000000 Penalty: 5979.591309
	Iteration 60F: 3 clusters Score -2.207104e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -22071008.000000 Penalty: 5979.591309
	Iteration 61Q: 3 clusters Score -2.207101e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 169898 members 
Entering Unmasked Estep 
Score: -22071042.000000 Penalty: 5979.591309
	Iteration 62Q: 3 clusters Score -2.207104e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -22070986.000000 Penalty: 5979.591309
	Iteration 63Q: 3 clusters Score -2.207099e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -22071010.000000 Penalty: 5979.591309
	Iteration 64Q: 3 clusters Score -2.207101e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -22070982.000000 Penalty: 5979.591309
	Iteration 65Q: 3 clusters Score -2.207098e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -22070988.000000 Penalty: 5979.591309
	Iteration 66Q: 3 clusters Score -2.207099e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -22070992.000000 Penalty: 5979.591309
	Iteration 67Q: 3 clusters Score -2.207099e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -22071014.000000 Penalty: 5979.591309
	Iteration 68Q: 3 clusters Score -2.207101e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 170432 members 
Entering Unmasked Estep 
Score: -22071008.000000 Penalty: 5979.591309
	Iteration 69Q: 3 clusters Score -2.207101e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 170484 members 
Entering Unmasked Estep 
Score: -22071018.000000 Penalty: 5979.591309
	Iteration 70Q: 3 clusters Score -2.207102e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -22071022.000000 Penalty: 5979.591309
	Iteration 71Q: 3 clusters Score -2.207102e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 170579 members 
Entering Unmasked Estep 
Score: -22071010.000000 Penalty: 5979.591309
	Iteration 72Q: 3 clusters Score -2.207101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -22070996.000000 Penalty: 5979.591309
	Iteration 73Q: 3 clusters Score -2.2071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 170639 members 
Entering Unmasked Estep 
Score: -22071004.000000 Penalty: 5979.591309
	Iteration 74Q: 3 clusters Score -2.2071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 170665 members 
Entering Unmasked Estep 
Score: -22071008.000000 Penalty: 5979.591309
	Iteration 75Q: 3 clusters Score -2.207101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 170685 members 
Entering Unmasked Estep 
Score: -22071024.000000 Penalty: 5979.591309
	Iteration 76Q: 3 clusters Score -2.207102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 170708 members 
Entering Unmasked Estep 
Score: -22071048.000000 Penalty: 5979.591309
	Iteration 77Q: 3 clusters Score -2.207105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 170726 members 
Entering Unmasked Estep 
Score: -22071018.000000 Penalty: 5979.591309
	Iteration 78Q: 3 clusters Score -2.207102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -22071028.000000 Penalty: 5979.591309
	Iteration 79Q: 3 clusters Score -2.207103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 170750 members 
Entering Unmasked Estep 
Score: -22071018.000000 Penalty: 5979.591309
	Iteration 80F: 3 clusters Score -2.207102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -22071030.000000 Penalty: 5979.591309
	Iteration 81Q: 3 clusters Score -2.207103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 170756 members 
Entering Unmasked Estep 
Score: -22071014.000000 Penalty: 5979.591309
	Iteration 82Q: 3 clusters Score -2.207101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 170758 members 
Entering Unmasked Estep 
Score: -22071020.000000 Penalty: 5979.591309
	Iteration 83Q: 3 clusters Score -2.207102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -22071030.000000 Penalty: 5979.591309
	Iteration 84Q: 3 clusters Score -2.207103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 170761 members 
Entering Unmasked Estep 
Score: -22071024.000000 Penalty: 5979.591309
	Iteration 85Q: 3 clusters Score -2.207102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 170761 members 
Entering Unmasked Estep 
Score: -22071024.000000 Penalty: 5979.591309
	Iteration 86F: 3 clusters Score -2.207102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -823392.500000 Penalty: 2185.252930
	Iteration 0F: 2 clusters Score -823392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -817841.937500 Penalty: 4370.505859
	Iteration 0F: 3 clusters Score -817841.9 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -819337.750000 Penalty: 4370.505859
	Iteration 1F: 3 clusters Score -819337.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -819703.312500 Penalty: 4370.505859
	Iteration 2F: 3 clusters Score -819703.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -820077.375000 Penalty: 4370.505859
	Iteration 3F: 3 clusters Score -820077.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -820433.812500 Penalty: 4370.505859
	Iteration 4F: 3 clusters Score -820433.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -820730.062500 Penalty: 4370.505859
	Iteration 5F: 3 clusters Score -820730.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -821003.625000 Penalty: 4370.505859
	Iteration 6F: 3 clusters Score -821003.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -821257.062500 Penalty: 4370.505859
	Iteration 7F: 3 clusters Score -821257.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -821428.500000 Penalty: 4370.505859
	Iteration 8Q: 3 clusters Score -821428.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -821544.812500 Penalty: 4370.505859
	Iteration 9Q: 3 clusters Score -821544.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -821637.250000 Penalty: 4370.505859
	Iteration 10Q: 3 clusters Score -821637.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -821712.937500 Penalty: 4370.505859
	Iteration 11Q: 3 clusters Score -821712.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -821780.687500 Penalty: 4370.505859
	Iteration 12Q: 3 clusters Score -821780.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -821838.375000 Penalty: 4370.505859
	Iteration 13Q: 3 clusters Score -821838.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -821884.500000 Penalty: 4370.505859
	Iteration 14Q: 3 clusters Score -821884.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -821935.750000 Penalty: 4370.505859
	Iteration 15Q: 3 clusters Score -821935.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -821986.687500 Penalty: 4370.505859
	Iteration 16Q: 3 clusters Score -821986.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -822027.375000 Penalty: 4370.505859
	Iteration 17Q: 3 clusters Score -822027.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -822055.750000 Penalty: 4370.505859
	Iteration 18Q: 3 clusters Score -822055.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -822078.250000 Penalty: 4370.505859
	Iteration 19Q: 3 clusters Score -822078.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -822090.187500 Penalty: 4370.505859
	Iteration 20F: 3 clusters Score -822090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -822096.375000 Penalty: 4370.505859
	Iteration 21Q: 3 clusters Score -822096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -822104.812500 Penalty: 4370.505859
	Iteration 22Q: 3 clusters Score -822104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -822107.312500 Penalty: 4370.505859
	Iteration 23Q: 3 clusters Score -822107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -822110.937500 Penalty: 4370.505859
	Iteration 24Q: 3 clusters Score -822110.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -822116.625000 Penalty: 4370.505859
	Iteration 25Q: 3 clusters Score -822116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -822118.312500 Penalty: 4370.505859
	Iteration 26Q: 3 clusters Score -822118.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -822122.375000 Penalty: 4370.505859
	Iteration 27Q: 3 clusters Score -822122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -822123.187500 Penalty: 4370.505859
	Iteration 28Q: 3 clusters Score -822123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -822124.750000 Penalty: 4370.505859
	Iteration 29Q: 3 clusters Score -822124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -822125.562500 Penalty: 4370.505859
	Iteration 30Q: 3 clusters Score -822125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -822125.062500 Penalty: 4370.505859
	Iteration 31Q: 3 clusters Score -822125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -822126.000000 Penalty: 4370.505859
	Iteration 32Q: 3 clusters Score -822126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -822126.000000 Penalty: 4370.505859
	Iteration 33F: 3 clusters Score -822126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Entering Unmasked Estep 
Score: -3121722.000000 Penalty: 2502.497070
	Iteration 0F: 2 clusters Score -3121722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3105032.000000 Penalty: 5004.994141
	Iteration 0F: 3 clusters Score -3105032 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3110857.500000 Penalty: 5004.994141
	Iteration 1F: 3 clusters Score -3110858 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3111448.750000 Penalty: 5004.994141
	Iteration 2F: 3 clusters Score -3111449 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3112036.000000 Penalty: 5004.994141
	Iteration 3F: 3 clusters Score -3112036 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3112716.250000 Penalty: 5004.994141
	Iteration 4F: 3 clusters Score -3112716 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3113547.000000 Penalty: 5004.994141
	Iteration 5F: 3 clusters Score -3113547 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3114591.250000 Penalty: 5004.994141
	Iteration 6F: 3 clusters Score -3114591 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3115857.500000 Penalty: 5004.994141
	Iteration 7F: 3 clusters Score -3115858 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3117179.500000 Penalty: 5004.994141
	Iteration 8F: 3 clusters Score -3117180 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3118186.000000 Penalty: 5004.994141
	Iteration 9Q: 3 clusters Score -3118186 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3118695.750000 Penalty: 5004.994141
	Iteration 10Q: 3 clusters Score -3118696 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3118924.500000 Penalty: 5004.994141
	Iteration 11Q: 3 clusters Score -3118924 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3119071.000000 Penalty: 5004.994141
	Iteration 12Q: 3 clusters Score -3119071 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3119141.250000 Penalty: 5004.994141
	Iteration 13Q: 3 clusters Score -3119141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3119228.000000 Penalty: 5004.994141
	Iteration 14Q: 3 clusters Score -3119228 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3119282.750000 Penalty: 5004.994141
	Iteration 15Q: 3 clusters Score -3119283 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3119358.250000 Penalty: 5004.994141
	Iteration 16Q: 3 clusters Score -3119358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3119383.500000 Penalty: 5004.994141
	Iteration 17Q: 3 clusters Score -3119384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3119426.750000 Penalty: 5004.994141
	Iteration 18Q: 3 clusters Score -3119427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3119456.000000 Penalty: 5004.994141
	Iteration 19Q: 3 clusters Score -3119456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3119477.750000 Penalty: 5004.994141
	Iteration 20F: 3 clusters Score -3119478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3119487.750000 Penalty: 5004.994141
	Iteration 21Q: 3 clusters Score -3119488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3119501.000000 Penalty: 5004.994141
	Iteration 22Q: 3 clusters Score -3119501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3119514.000000 Penalty: 5004.994141
	Iteration 23Q: 3 clusters Score -3119514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3119518.750000 Penalty: 5004.994141
	Iteration 24Q: 3 clusters Score -3119519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3119523.750000 Penalty: 5004.994141
	Iteration 25Q: 3 clusters Score -3119524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3119531.250000 Penalty: 5004.994141
	Iteration 26Q: 3 clusters Score -3119531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3119539.250000 Penalty: 5004.994141
	Iteration 27Q: 3 clusters Score -3119539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3119547.750000 Penalty: 5004.994141
	Iteration 28Q: 3 clusters Score -3119548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3119555.250000 Penalty: 5004.994141
	Iteration 29Q: 3 clusters Score -3119555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3119560.750000 Penalty: 5004.994141
	Iteration 30Q: 3 clusters Score -3119561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3119571.000000 Penalty: 5004.994141
	Iteration 31Q: 3 clusters Score -3119571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3119576.000000 Penalty: 5004.994141
	Iteration 32Q: 3 clusters Score -3119576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3119576.500000 Penalty: 5004.994141
	Iteration 33Q: 3 clusters Score -3119576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3119576.250000 Penalty: 5004.994141
	Iteration 34Q: 3 clusters Score -3119576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3119576.000000 Penalty: 5004.994141
	Iteration 35Q: 3 clusters Score -3119576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3119575.750000 Penalty: 5004.994141
	Iteration 36Q: 3 clusters Score -3119576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3119575.000000 Penalty: 5004.994141
	Iteration 37Q: 3 clusters Score -3119575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3119577.500000 Penalty: 5004.994141
	Iteration 38Q: 3 clusters Score -3119578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3119575.500000 Penalty: 5004.994141
	Iteration 39Q: 3 clusters Score -3119576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3119575.250000 Penalty: 5004.994141
	Iteration 40F: 3 clusters Score -3119575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3119581.250000 Penalty: 5004.994141
	Iteration 41Q: 3 clusters Score -3119581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3119577.750000 Penalty: 5004.994141
	Iteration 42Q: 3 clusters Score -3119578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3119582.000000 Penalty: 5004.994141
	Iteration 43Q: 3 clusters Score -3119582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3119584.500000 Penalty: 5004.994141
	Iteration 44Q: 3 clusters Score -3119584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3119589.000000 Penalty: 5004.994141
	Iteration 45Q: 3 clusters Score -3119589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3119588.500000 Penalty: 5004.994141
	Iteration 46Q: 3 clusters Score -3119588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3119593.000000 Penalty: 5004.994141
	Iteration 47Q: 3 clusters Score -3119593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3119600.250000 Penalty: 5004.994141
	Iteration 48Q: 3 clusters Score -3119600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3119606.250000 Penalty: 5004.994141
	Iteration 49Q: 3 clusters Score -3119606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3119607.250000 Penalty: 5004.994141
	Iteration 50Q: 3 clusters Score -3119607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3119608.250000 Penalty: 5004.994141
	Iteration 51Q: 3 clusters Score -3119608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3119612.250000 Penalty: 5004.994141
	Iteration 52Q: 3 clusters Score -3119612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3119623.500000 Penalty: 5004.994141
	Iteration 53Q: 3 clusters Score -3119624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3119621.000000 Penalty: 5004.994141
	Iteration 54Q: 3 clusters Score -3119621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3119633.000000 Penalty: 5004.994141
	Iteration 55Q: 3 clusters Score -3119633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3119639.000000 Penalty: 5004.994141
	Iteration 56Q: 3 clusters Score -3119639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3119644.000000 Penalty: 5004.994141
	Iteration 57Q: 3 clusters Score -3119644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3119645.500000 Penalty: 5004.994141
	Iteration 58Q: 3 clusters Score -3119646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3119650.250000 Penalty: 5004.994141
	Iteration 59Q: 3 clusters Score -3119650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3119654.250000 Penalty: 5004.994141
	Iteration 60F: 3 clusters Score -3119654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3119652.000000 Penalty: 5004.994141
	Iteration 61Q: 3 clusters Score -3119652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3119654.750000 Penalty: 5004.994141
	Iteration 62Q: 3 clusters Score -3119655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3119656.750000 Penalty: 5004.994141
	Iteration 63Q: 3 clusters Score -3119657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3119657.000000 Penalty: 5004.994141
	Iteration 64Q: 3 clusters Score -3119657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3119661.250000 Penalty: 5004.994141
	Iteration 65Q: 3 clusters Score -3119661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3119669.250000 Penalty: 5004.994141
	Iteration 66Q: 3 clusters Score -3119669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3119669.500000 Penalty: 5004.994141
	Iteration 67Q: 3 clusters Score -3119670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3119671.750000 Penalty: 5004.994141
	Iteration 68Q: 3 clusters Score -3119672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3119675.500000 Penalty: 5004.994141
	Iteration 69Q: 3 clusters Score -3119676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3119674.250000 Penalty: 5004.994141
	Iteration 70Q: 3 clusters Score -3119674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3119674.000000 Penalty: 5004.994141
	Iteration 71Q: 3 clusters Score -3119674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3119671.250000 Penalty: 5004.994141
	Iteration 72Q: 3 clusters Score -3119671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3119671.250000 Penalty: 5004.994141
	Iteration 73F: 3 clusters Score -3119671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172471 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 22483 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 76610 members 
Mstep: Class 11 contains 18237 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17759 members 
Mstep: Class 14 contains 73683 members 
Mstep: Class 15 contains 152924 members 
Mstep: Class 16 contains 896 members 
Mstep: Class 17 contains 172065 members 
Mstep: Class 18 contains 6711 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278584.000000 Penalty: 67304.742188
Iteration 159Q: 21 clusters Score -9.827858e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172484 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 22494 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 76626 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17768 members 
Mstep: Class 14 contains 73702 members 
Mstep: Class 15 contains 152865 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 172054 members 
Mstep: Class 18 contains 6713 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278616.000000 Penalty: 67304.742188
Iteration 160F: 21 clusters Score -9.827862e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172497 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 22507 members 
Mstep: Class 9 contains 11119 members 
Mstep: Class 10 contains 76637 members 
Mstep: Class 11 contains 18239 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17774 members 
Mstep: Class 14 contains 73724 members 
Mstep: Class 15 contains 152797 members 
Mstep: Class 16 contains 874 members 
Mstep: Class 17 contains 172046 members 
Mstep: Class 18 contains 6718 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278560.000000 Penalty: 67304.742188
Iteration 161Q: 21 clusters Score -9.827856e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172505 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 22515 members 
Mstep: Class 9 contains 11124 members 
Mstep: Class 10 contains 76648 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17785 members 
Mstep: Class 14 contains 73748 members 
Mstep: Class 15 contains 152709 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172060 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278504.000000 Penalty: 67304.742188
Iteration 162Q: 21 clusters Score -9.82785e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172512 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 22522 members 
Mstep: Class 9 contains 11126 members 
Mstep: Class 10 contains 76652 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17796 members 
Mstep: Class 14 contains 73775 members 
Mstep: Class 15 contains 152640 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172064 members 
Mstep: Class 18 contains 6730 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278432.000000 Penalty: 67304.742188
Iteration 163Q: 21 clusters Score -9.827843e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172513 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 22532 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 10 contains 76657 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17801 members 
Mstep: Class 14 contains 73796 members 
Mstep: Class 15 contains 152584 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172068 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278288.000000 Penalty: 67304.742188
Iteration 164Q: 21 clusters Score -9.827829e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172538 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 22540 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 10 contains 76660 members 
Mstep: Class 11 contains 18240 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17806 members 
Mstep: Class 14 contains 73813 members 
Mstep: Class 15 contains 152515 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172086 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278320.000000 Penalty: 67304.742188
Iteration 165Q: 21 clusters Score -9.827832e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 172553 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4352 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 22541 members 
Mstep: Class 9 contains 11131 members 
Mstep: Class 10 contains 76662 members 
Mstep: Class 11 contains 18241 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17804 members 
Mstep: Class 14 contains 73833 members 
Mstep: Class 15 contains 152458 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172101 members 
Mstep: Class 18 contains 6742 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278408.000000 Penalty: 67304.742188
Iteration 166Q: 21 clusters Score -9.827841e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172561 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4351 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 76664 members 
Mstep: Class 11 contains 18246 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17807 members 
Mstep: Class 14 contains 73842 members 
Mstep: Class 15 contains 152394 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172118 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278536.000000 Penalty: 67304.742188
Iteration 167Q: 21 clusters Score -9.827854e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172566 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 76670 members 
Mstep: Class 11 contains 18245 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17811 members 
Mstep: Class 14 contains 73858 members 
Mstep: Class 15 contains 152335 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172135 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278504.000000 Penalty: 67304.742188
Iteration 168Q: 21 clusters Score -9.82785e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172582 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 11151 members 
Mstep: Class 10 contains 76674 members 
Mstep: Class 11 contains 18250 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17814 members 
Mstep: Class 14 contains 73881 members 
Mstep: Class 15 contains 152264 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172140 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278520.000000 Penalty: 67304.742188
Iteration 169Q: 21 clusters Score -9.827852e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172602 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 76677 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17819 members 
Mstep: Class 14 contains 73888 members 
Mstep: Class 15 contains 152184 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172166 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278584.000000 Penalty: 67304.742188
Iteration 170Q: 21 clusters Score -9.827858e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172624 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4344 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 76682 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17823 members 
Mstep: Class 14 contains 73898 members 
Mstep: Class 15 contains 152121 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172182 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278552.000000 Penalty: 67304.742188
Iteration 171Q: 21 clusters Score -9.827855e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172632 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 22567 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 76683 members 
Mstep: Class 11 contains 18262 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 73907 members 
Mstep: Class 15 contains 152059 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172209 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278472.000000 Penalty: 67304.742188
Iteration 172Q: 21 clusters Score -9.827847e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 172640 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 22571 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 76684 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 73917 members 
Mstep: Class 15 contains 152009 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172223 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278504.000000 Penalty: 67304.742188
Iteration 173Q: 21 clusters Score -9.82785e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172649 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 22585 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 76691 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17840 members 
Mstep: Class 14 contains 73924 members 
Mstep: Class 15 contains 151976 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172216 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278512.000000 Penalty: 67304.742188
Iteration 174Q: 21 clusters Score -9.827851e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172655 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 10 contains 76693 members 
Mstep: Class 11 contains 18270 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17842 members 
Mstep: Class 14 contains 73933 members 
Mstep: Class 15 contains 151953 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172206 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278520.000000 Penalty: 67304.742188
Iteration 175Q: 21 clusters Score -9.827852e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172670 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10481 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22600 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 76698 members 
Mstep: Class 11 contains 18271 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17844 members 
Mstep: Class 14 contains 73929 members 
Mstep: Class 15 contains 151935 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172198 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278416.000000 Penalty: 67304.742188
Iteration 176Q: 21 clusters Score -9.827842e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172667 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4320 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22607 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 76695 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 73940 members 
Mstep: Class 15 contains 151916 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172189 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278448.000000 Penalty: 67304.742188
Iteration 177Q: 21 clusters Score -9.827845e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172675 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22614 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 76697 members 
Mstep: Class 11 contains 18288 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 73951 members 
Mstep: Class 15 contains 151893 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172182 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278464.000000 Penalty: 67304.742188
Iteration 178Q: 21 clusters Score -9.827846e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172700 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4305 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22624 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 76693 members 
Mstep: Class 11 contains 18294 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 73952 members 
Mstep: Class 15 contains 151874 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172170 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278528.000000 Penalty: 67304.742188
Iteration 179Q: 21 clusters Score -9.827853e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172706 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22628 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 76689 members 
Mstep: Class 11 contains 18295 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 73963 members 
Mstep: Class 15 contains 151861 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172162 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278480.000000 Penalty: 67304.742188
Iteration 180F: 21 clusters Score -9.827848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172710 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22634 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 10 contains 76685 members 
Mstep: Class 11 contains 18298 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17854 members 
Mstep: Class 14 contains 73969 members 
Mstep: Class 15 contains 151844 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172164 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278552.000000 Penalty: 67304.742188
Iteration 181Q: 21 clusters Score -9.827855e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172709 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 22642 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 76683 members 
Mstep: Class 11 contains 18299 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17861 members 
Mstep: Class 14 contains 73976 members 
Mstep: Class 15 contains 151823 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172170 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278552.000000 Penalty: 67304.742188
Iteration 182Q: 21 clusters Score -9.827855e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172708 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22647 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 76684 members 
Mstep: Class 11 contains 18303 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17865 members 
Mstep: Class 14 contains 73983 members 
Mstep: Class 15 contains 151802 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172170 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278600.000000 Penalty: 67304.742188
Iteration 183Q: 21 clusters Score -9.82786e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 172713 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 22651 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 76684 members 
Mstep: Class 11 contains 18307 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 73993 members 
Mstep: Class 15 contains 151783 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172172 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278744.000000 Penalty: 67304.742188
Iteration 184Q: 21 clusters Score -9.827874e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172711 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 22658 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 76686 members 
Mstep: Class 11 contains 18309 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17871 members 
Mstep: Class 14 contains 73997 members 
Mstep: Class 15 contains 151759 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172176 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278624.000000 Penalty: 67304.742188
Iteration 185Q: 21 clusters Score -9.827862e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172719 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 22661 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 76686 members 
Mstep: Class 11 contains 18310 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 74003 members 
Mstep: Class 15 contains 151739 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172178 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278704.000000 Penalty: 67304.742188
Iteration 186Q: 21 clusters Score -9.82787e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172728 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4269 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 22662 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 76691 members 
Mstep: Class 11 contains 18312 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17878 members 
Mstep: Class 14 contains 74010 members 
Mstep: Class 15 contains 151722 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172174 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278608.000000 Penalty: 67304.742188
Iteration 187Q: 21 clusters Score -9.827861e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172741 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 22663 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 76692 members 
Mstep: Class 11 contains 18314 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17880 members 
Mstep: Class 14 contains 74020 members 
Mstep: Class 15 contains 151708 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172166 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278632.000000 Penalty: 67304.742188
Iteration 188Q: 21 clusters Score -9.827863e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172744 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 22664 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 76693 members 
Mstep: Class 11 contains 18312 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17879 members 
Mstep: Class 14 contains 74027 members 
Mstep: Class 15 contains 151706 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172160 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 67304.742188
Iteration 189Q: 21 clusters Score -9.827866e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22665 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 76693 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17884 members 
Mstep: Class 14 contains 74035 members 
Mstep: Class 15 contains 151695 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172147 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278648.000000 Penalty: 67304.742188
Iteration 190Q: 21 clusters Score -9.827865e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22667 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 76697 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 74042 members 
Mstep: Class 15 contains 151693 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172137 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278624.000000 Penalty: 67304.742188
Iteration 191Q: 21 clusters Score -9.827862e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172751 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22671 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 76702 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 74048 members 
Mstep: Class 15 contains 151687 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172126 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 192Q: 21 clusters Score -9.827869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172754 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22672 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 76704 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17887 members 
Mstep: Class 14 contains 74055 members 
Mstep: Class 15 contains 151676 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172120 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278808.000000 Penalty: 67304.742188
Iteration 193Q: 21 clusters Score -9.827881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172758 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22674 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 76706 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 74061 members 
Mstep: Class 15 contains 151671 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172109 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278768.000000 Penalty: 67304.742188
Iteration 194Q: 21 clusters Score -9.827877e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172760 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22674 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 76708 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 74065 members 
Mstep: Class 15 contains 151657 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172115 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278744.000000 Penalty: 67304.742188
Iteration 195Q: 21 clusters Score -9.827874e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172764 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22675 members 
Mstep: Class 9 contains 11212 members 
Mstep: Class 10 contains 76710 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 74068 members 
Mstep: Class 15 contains 151649 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172113 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278720.000000 Penalty: 67304.742188
Iteration 196Q: 21 clusters Score -9.827872e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172764 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22678 members 
Mstep: Class 9 contains 11216 members 
Mstep: Class 10 contains 76710 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17894 members 
Mstep: Class 14 contains 74073 members 
Mstep: Class 15 contains 151642 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172102 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278720.000000 Penalty: 67304.742188
Iteration 197Q: 21 clusters Score -9.827872e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172772 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22683 members 
Mstep: Class 9 contains 11216 members 
Mstep: Class 10 contains 76712 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17894 members 
Mstep: Class 14 contains 74078 members 
Mstep: Class 15 contains 151634 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172092 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 198Q: 21 clusters Score -9.827873e+07 nChanged 72
Entering ConstructFrom: 
Score: -98278728.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -467745.750000 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -467745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -463979.031250 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -463979 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -464810.906250 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -464810.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -465015.312500 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -465015.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -465154.062500 Penalty: 4083.158203
	Iteration 3F: 3 clusters Score -465154.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -465290.093750 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -465290.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -465428.968750 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -465429 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -465528.906250 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -465528.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -465614.500000 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -465614.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -465693.906250 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -465693.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -465776.625000 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -465776.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -465848.437500 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -465848.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -465932.906250 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -465932.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -466011.156250 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -466011.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -466085.906250 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -466085.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -466158.375000 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -466158.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -466226.156250 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -466226.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -466278.593750 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -466278.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -466331.875000 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -466331.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -466368.500000 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -466368.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -466392.406250 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -466392.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -466415.406250 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -466415.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -466436.562500 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -466436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -466456.250000 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -466456.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -466465.750000 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -466465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -466473.906250 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -466473.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -466480.093750 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -466480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -466485.156250 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -466485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -466488.625000 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -466488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -466490.625000 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -466490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -466492.687500 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -466492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -466493.437500 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -466493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -466495.406250 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -466495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -466496.875000 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -466496.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -466496.875000 Penalty: 4083.158203
	Iteration 33F: 3 clusters Score -466496.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172776 members 
Entering Unmasked Estep 
Score: -22155206.000000 Penalty: 2990.818359
	Iteration 0F: 2 clusters Score -2.215521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -22040882.000000 Penalty: 5981.636719
	Iteration 0F: 3 clusters Score -2.204088e+07 nChanged 83027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92828 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -22089772.000000 Penalty: 5981.636719
	Iteration 1F: 3 clusters Score -2.208977e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -22090992.000000 Penalty: 5981.636719
	Iteration 2Q: 3 clusters Score -2.209099e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -22093446.000000 Penalty: 5981.636719
	Iteration 3Q: 3 clusters Score -2.209345e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -22098440.000000 Penalty: 5981.636719
	Iteration 4F: 3 clusters Score -2.209844e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124992 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -22107500.000000 Penalty: 5981.636719
	Iteration 5F: 3 clusters Score -2.21075e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141267 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -22121934.000000 Penalty: 5981.636719
	Iteration 6F: 3 clusters Score -2.212193e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -22137882.000000 Penalty: 5981.636719
	Iteration 7F: 3 clusters Score -2.213788e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -22148164.000000 Penalty: 5981.636719
	Iteration 8F: 3 clusters Score -2.214816e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171378 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22151314.000000 Penalty: 5981.636719
	Iteration 9Q: 3 clusters Score -2.215131e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172340 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22152176.000000 Penalty: 5981.636719
	Iteration 10Q: 3 clusters Score -2.215218e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22152442.000000 Penalty: 5981.636719
	Iteration 11Q: 3 clusters Score -2.215244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22152450.000000 Penalty: 5981.636719
	Iteration 12Q: 3 clusters Score -2.215245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22152498.000000 Penalty: 5981.636719
	Iteration 13Q: 3 clusters Score -2.21525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172585 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22152516.000000 Penalty: 5981.636719
	Iteration 14Q: 3 clusters Score -2.215252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22152544.000000 Penalty: 5981.636719
	Iteration 15Q: 3 clusters Score -2.215254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22152556.000000 Penalty: 5981.636719
	Iteration 16Q: 3 clusters Score -2.215256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22152566.000000 Penalty: 5981.636719
	Iteration 17Q: 3 clusters Score -2.215257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22152566.000000 Penalty: 5981.636719
	Iteration 18Q: 3 clusters Score -2.215257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22152590.000000 Penalty: 5981.636719
	Iteration 19Q: 3 clusters Score -2.215259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172599 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22152580.000000 Penalty: 5981.636719
	Iteration 20F: 3 clusters Score -2.215258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22152592.000000 Penalty: 5981.636719
	Iteration 21Q: 3 clusters Score -2.215259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22152598.000000 Penalty: 5981.636719
	Iteration 22Q: 3 clusters Score -2.21526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22152604.000000 Penalty: 5981.636719
	Iteration 23Q: 3 clusters Score -2.21526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22152598.000000 Penalty: 5981.636719
	Iteration 24Q: 3 clusters Score -2.21526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22152618.000000 Penalty: 5981.636719
	Iteration 25Q: 3 clusters Score -2.215262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172597 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22152610.000000 Penalty: 5981.636719
	Iteration 26Q: 3 clusters Score -2.215261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22152608.000000 Penalty: 5981.636719
	Iteration 27Q: 3 clusters Score -2.215261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22152608.000000 Penalty: 5981.636719
	Iteration 28F: 3 clusters Score -2.215261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 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 231 members 
Entering Unmasked Estep 
Score: -43218.820312 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43218.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43417.882812 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43417.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43458.398438 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -43458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43488.554688 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43488.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43544.968750 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43544.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43570.355469 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43570.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43612.015625 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -43612.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43669.394531 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -43669.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43742.167969 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -43742.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43800.601562 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -43800.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43820.589844 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -43820.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43836.015625 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -43836.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43845.890625 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -43845.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43850.523438 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -43850.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43850.523438 Penalty: 3005.324951
	Iteration 14F: 3 clusters Score -43850.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Entering Unmasked Estep 
Score: -1366533.250000 Penalty: 2295.980713
	Iteration 0F: 2 clusters Score -1366533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1358535.875000 Penalty: 4591.961426
	Iteration 0F: 3 clusters Score -1358536 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1360888.000000 Penalty: 4591.961426
	Iteration 1F: 3 clusters Score -1360888 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1361285.125000 Penalty: 4591.961426
	Iteration 2F: 3 clusters Score -1361285 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1361594.750000 Penalty: 4591.961426
	Iteration 3F: 3 clusters Score -1361595 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1361840.000000 Penalty: 4591.961426
	Iteration 4Q: 3 clusters Score -1361840 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1362065.250000 Penalty: 4591.961426
	Iteration 5Q: 3 clusters Score -1362065 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1362285.500000 Penalty: 4591.961426
	Iteration 6Q: 3 clusters Score -1362286 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1362489.375000 Penalty: 4591.961426
	Iteration 7Q: 3 clusters Score -1362489 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1362715.250000 Penalty: 4591.961426
	Iteration 8Q: 3 clusters Score -1362715 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1362971.875000 Penalty: 4591.961426
	Iteration 9Q: 3 clusters Score -1362972 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1363244.750000 Penalty: 4591.961426
	Iteration 10Q: 3 clusters Score -1363245 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1363493.625000 Penalty: 4591.961426
	Iteration 11Q: 3 clusters Score -1363494 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1363679.875000 Penalty: 4591.961426
	Iteration 12Q: 3 clusters Score -1363680 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1363798.250000 Penalty: 4591.961426
	Iteration 13Q: 3 clusters Score -1363798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1363873.250000 Penalty: 4591.961426
	Iteration 14Q: 3 clusters Score -1363873 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1363926.125000 Penalty: 4591.961426
	Iteration 15Q: 3 clusters Score -1363926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1363969.000000 Penalty: 4591.961426
	Iteration 16Q: 3 clusters Score -1363969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1363994.875000 Penalty: 4591.961426
	Iteration 17Q: 3 clusters Score -1363995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1364014.250000 Penalty: 4591.961426
	Iteration 18Q: 3 clusters Score -1364014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1364032.000000 Penalty: 4591.961426
	Iteration 19Q: 3 clusters Score -1364032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1364043.625000 Penalty: 4591.961426
	Iteration 20F: 3 clusters Score -1364044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1364057.125000 Penalty: 4591.961426
	Iteration 21Q: 3 clusters Score -1364057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1364062.375000 Penalty: 4591.961426
	Iteration 22Q: 3 clusters Score -1364062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1364069.250000 Penalty: 4591.961426
	Iteration 23Q: 3 clusters Score -1364069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1364074.500000 Penalty: 4591.961426
	Iteration 24Q: 3 clusters Score -1364074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1364079.250000 Penalty: 4591.961426
	Iteration 25Q: 3 clusters Score -1364079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1364088.000000 Penalty: 4591.961426
	Iteration 26Q: 3 clusters Score -1364088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1364091.375000 Penalty: 4591.961426
	Iteration 27Q: 3 clusters Score -1364091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1364088.250000 Penalty: 4591.961426
	Iteration 28Q: 3 clusters Score -1364088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1364099.125000 Penalty: 4591.961426
	Iteration 29Q: 3 clusters Score -1364099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1364099.875000 Penalty: 4591.961426
	Iteration 30Q: 3 clusters Score -1364100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1364103.000000 Penalty: 4591.961426
	Iteration 31Q: 3 clusters Score -1364103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1364108.625000 Penalty: 4591.961426
	Iteration 32Q: 3 clusters Score -1364109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1364117.625000 Penalty: 4591.961426
	Iteration 33Q: 3 clusters Score -1364118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1364124.000000 Penalty: 4591.961426
	Iteration 34Q: 3 clusters Score -1364124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1364132.875000 Penalty: 4591.961426
	Iteration 35Q: 3 clusters Score -1364133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1364136.250000 Penalty: 4591.961426
	Iteration 36Q: 3 clusters Score -1364136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1364141.750000 Penalty: 4591.961426
	Iteration 37Q: 3 clusters Score -1364142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1364143.625000 Penalty: 4591.961426
	Iteration 38Q: 3 clusters Score -1364144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1364150.750000 Penalty: 4591.961426
	Iteration 39Q: 3 clusters Score -1364151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1364151.000000 Penalty: 4591.961426
	Iteration 40F: 3 clusters Score -1364151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1364153.625000 Penalty: 4591.961426
	Iteration 41Q: 3 clusters Score -1364154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1364155.000000 Penalty: 4591.961426
	Iteration 42Q: 3 clusters Score -1364155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1364157.250000 Penalty: 4591.961426
	Iteration 43Q: 3 clusters Score -1364157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1364159.500000 Penalty: 4591.961426
	Iteration 44Q: 3 clusters Score -1364160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1364164.250000 Penalty: 4591.961426
	Iteration 45Q: 3 clusters Score -1364164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1364171.875000 Penalty: 4591.961426
	Iteration 46Q: 3 clusters Score -1364172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1364175.375000 Penalty: 4591.961426
	Iteration 47Q: 3 clusters Score -1364175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1364176.000000 Penalty: 4591.961426
	Iteration 48Q: 3 clusters Score -1364176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1364175.125000 Penalty: 4591.961426
	Iteration 49Q: 3 clusters Score -1364175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1364175.500000 Penalty: 4591.961426
	Iteration 50Q: 3 clusters Score -1364176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1364177.500000 Penalty: 4591.961426
	Iteration 51Q: 3 clusters Score -1364178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1364179.250000 Penalty: 4591.961426
	Iteration 52Q: 3 clusters Score -1364179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1364184.750000 Penalty: 4591.961426
	Iteration 53Q: 3 clusters Score -1364185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1364185.375000 Penalty: 4591.961426
	Iteration 54Q: 3 clusters Score -1364185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1364189.250000 Penalty: 4591.961426
	Iteration 55Q: 3 clusters Score -1364189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1364190.500000 Penalty: 4591.961426
	Iteration 56Q: 3 clusters Score -1364190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1364189.625000 Penalty: 4591.961426
	Iteration 57Q: 3 clusters Score -1364190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1364188.500000 Penalty: 4591.961426
	Iteration 58Q: 3 clusters Score -1364188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1364193.125000 Penalty: 4591.961426
	Iteration 59Q: 3 clusters Score -1364193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1364195.000000 Penalty: 4591.961426
	Iteration 60F: 3 clusters Score -1364195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1364198.000000 Penalty: 4591.961426
	Iteration 61Q: 3 clusters Score -1364198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1364200.375000 Penalty: 4591.961426
	Iteration 62Q: 3 clusters Score -1364200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1364199.625000 Penalty: 4591.961426
	Iteration 63Q: 3 clusters Score -1364200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1364201.375000 Penalty: 4591.961426
	Iteration 64Q: 3 clusters Score -1364201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1364204.375000 Penalty: 4591.961426
	Iteration 65Q: 3 clusters Score -1364204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1364206.625000 Penalty: 4591.961426
	Iteration 66Q: 3 clusters Score -1364207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1364208.750000 Penalty: 4591.961426
	Iteration 67Q: 3 clusters Score -1364209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1364210.375000 Penalty: 4591.961426
	Iteration 68Q: 3 clusters Score -1364210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1364209.375000 Penalty: 4591.961426
	Iteration 69Q: 3 clusters Score -1364209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1364209.375000 Penalty: 4591.961426
	Iteration 70F: 3 clusters Score -1364209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -74656.968750 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -74656.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72997.796875 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -72997.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73352.289062 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -73352.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73518.554688 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -73518.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73791.890625 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -73791.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73922.984375 Penalty: 3237.141602
	Iteration 4F: 3 clusters Score -73922.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73986.335938 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -73986.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74023.859375 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -74023.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74050.671875 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -74050.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74076.281250 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -74076.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74103.531250 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -74103.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74121.734375 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -74121.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74145.109375 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -74145.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74177.148438 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -74177.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74234.210938 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -74234.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -74281.906250 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -74281.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74305.554688 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -74305.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74316.000000 Penalty: 3237.141602
	Iteration 16Q: 3 clusters Score -74316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74326.437500 Penalty: 3237.141602
	Iteration 17Q: 3 clusters Score -74326.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74339.195312 Penalty: 3237.141602
	Iteration 18Q: 3 clusters Score -74339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74349.976562 Penalty: 3237.141602
	Iteration 19Q: 3 clusters Score -74349.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74356.570312 Penalty: 3237.141602
	Iteration 20F: 3 clusters Score -74356.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -542228.437500 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -542228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -538173.187500 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -538173.2 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -539103.812500 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -539103.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -539312.500000 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -539312.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -539459.750000 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -539459.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -539576.000000 Penalty: 4140.404785
	Iteration 4Q: 3 clusters Score -539576 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -539665.750000 Penalty: 4140.404785
	Iteration 5Q: 3 clusters Score -539665.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -539722.062500 Penalty: 4140.404785
	Iteration 6Q: 3 clusters Score -539722.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -539774.687500 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -539774.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -539842.375000 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -539842.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -539902.562500 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -539902.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -539960.500000 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -539960.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -540008.375000 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -540008.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -540040.062500 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -540040.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -540073.437500 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -540073.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -540110.812500 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -540110.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -540140.625000 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -540140.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -540166.875000 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -540166.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -540198.812500 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -540198.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -540226.750000 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -540226.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -540265.750000 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -540265.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -540312.312500 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -540312.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -540359.187500 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -540359.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -540399.187500 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -540399.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -540426.875000 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -540426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -540451.812500 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -540451.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -540471.625000 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -540471.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -540490.500000 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -540490.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -540499.312500 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -540499.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -540506.437500 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -540506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -540511.750000 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -540511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -540516.562500 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -540516.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -540529.250000 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -540529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -540537.125000 Penalty: 4140.404785
	Iteration 32Q: 3 clusters Score -540537.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -540544.875000 Penalty: 4140.404785
	Iteration 33Q: 3 clusters Score -540544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -540553.937500 Penalty: 4140.404785
	Iteration 34Q: 3 clusters Score -540553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -540563.250000 Penalty: 4140.404785
	Iteration 35Q: 3 clusters Score -540563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -540569.437500 Penalty: 4140.404785
	Iteration 36Q: 3 clusters Score -540569.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -540579.312500 Penalty: 4140.404785
	Iteration 37Q: 3 clusters Score -540579.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -540584.062500 Penalty: 4140.404785
	Iteration 38Q: 3 clusters Score -540584.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -540592.687500 Penalty: 4140.404785
	Iteration 39Q: 3 clusters Score -540592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -540593.312500 Penalty: 4140.404785
	Iteration 40F: 3 clusters Score -540593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -540594.750000 Penalty: 4140.404785
	Iteration 41Q: 3 clusters Score -540594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -540596.937500 Penalty: 4140.404785
	Iteration 42Q: 3 clusters Score -540596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -540599.250000 Penalty: 4140.404785
	Iteration 43Q: 3 clusters Score -540599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -540600.875000 Penalty: 4140.404785
	Iteration 44Q: 3 clusters Score -540600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -540602.562500 Penalty: 4140.404785
	Iteration 45Q: 3 clusters Score -540602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -540602.562500 Penalty: 4140.404785
	Iteration 46F: 3 clusters Score -540602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Entering Unmasked Estep 
Score: -1433850.500000 Penalty: 2326.595215
	Iteration 0F: 2 clusters Score -1433850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1425030.375000 Penalty: 4653.190430
	Iteration 0F: 3 clusters Score -1425030 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1427628.375000 Penalty: 4653.190430
	Iteration 1F: 3 clusters Score -1427628 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1427951.625000 Penalty: 4653.190430
	Iteration 2F: 3 clusters Score -1427952 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1428194.625000 Penalty: 4653.190430
	Iteration 3Q: 3 clusters Score -1428195 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1428364.250000 Penalty: 4653.190430
	Iteration 4Q: 3 clusters Score -1428364 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1428504.750000 Penalty: 4653.190430
	Iteration 5Q: 3 clusters Score -1428505 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1428627.125000 Penalty: 4653.190430
	Iteration 6Q: 3 clusters Score -1428627 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1428741.250000 Penalty: 4653.190430
	Iteration 7Q: 3 clusters Score -1428741 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1428869.125000 Penalty: 4653.190430
	Iteration 8Q: 3 clusters Score -1428869 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1429008.875000 Penalty: 4653.190430
	Iteration 9Q: 3 clusters Score -1429009 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1429151.875000 Penalty: 4653.190430
	Iteration 10Q: 3 clusters Score -1429152 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1429329.000000 Penalty: 4653.190430
	Iteration 11Q: 3 clusters Score -1429329 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1429514.000000 Penalty: 4653.190430
	Iteration 12Q: 3 clusters Score -1429514 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1429729.625000 Penalty: 4653.190430
	Iteration 13Q: 3 clusters Score -1429730 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1429982.875000 Penalty: 4653.190430
	Iteration 14Q: 3 clusters Score -1429983 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1430234.000000 Penalty: 4653.190430
	Iteration 15Q: 3 clusters Score -1430234 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1430482.250000 Penalty: 4653.190430
	Iteration 16Q: 3 clusters Score -1430482 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1430715.250000 Penalty: 4653.190430
	Iteration 17Q: 3 clusters Score -1430715 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1430914.625000 Penalty: 4653.190430
	Iteration 18Q: 3 clusters Score -1430915 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1431085.000000 Penalty: 4653.190430
	Iteration 19Q: 3 clusters Score -1431085 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1431247.250000 Penalty: 4653.190430
	Iteration 20F: 3 clusters Score -1431247 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1431384.250000 Penalty: 4653.190430
	Iteration 21Q: 3 clusters Score -1431384 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1431486.375000 Penalty: 4653.190430
	Iteration 22Q: 3 clusters Score -1431486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1431565.500000 Penalty: 4653.190430
	Iteration 23Q: 3 clusters Score -1431566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1431636.375000 Penalty: 4653.190430
	Iteration 24Q: 3 clusters Score -1431636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1431697.625000 Penalty: 4653.190430
	Iteration 25Q: 3 clusters Score -1431698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1431751.125000 Penalty: 4653.190430
	Iteration 26Q: 3 clusters Score -1431751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1431805.500000 Penalty: 4653.190430
	Iteration 27Q: 3 clusters Score -1431806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1431859.750000 Penalty: 4653.190430
	Iteration 28Q: 3 clusters Score -1431860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1431885.250000 Penalty: 4653.190430
	Iteration 29Q: 3 clusters Score -1431885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1431920.625000 Penalty: 4653.190430
	Iteration 30Q: 3 clusters Score -1431921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1431938.875000 Penalty: 4653.190430
	Iteration 31Q: 3 clusters Score -1431939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1431947.125000 Penalty: 4653.190430
	Iteration 32Q: 3 clusters Score -1431947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1431951.125000 Penalty: 4653.190430
	Iteration 33Q: 3 clusters Score -1431951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1431951.375000 Penalty: 4653.190430
	Iteration 34Q: 3 clusters Score -1431951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1431956.250000 Penalty: 4653.190430
	Iteration 35Q: 3 clusters Score -1431956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1431962.125000 Penalty: 4653.190430
	Iteration 36Q: 3 clusters Score -1431962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1431965.375000 Penalty: 4653.190430
	Iteration 37Q: 3 clusters Score -1431965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1431966.500000 Penalty: 4653.190430
	Iteration 38Q: 3 clusters Score -1431966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1431967.625000 Penalty: 4653.190430
	Iteration 39Q: 3 clusters Score -1431968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1431967.625000 Penalty: 4653.190430
	Iteration 40F: 3 clusters Score -1431968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Entering Unmasked Estep 
Score: -2942012.000000 Penalty: 2487.382568
	Iteration 0F: 2 clusters Score -2942012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2926228.500000 Penalty: 4974.765137
	Iteration 0F: 3 clusters Score -2926228 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2931732.000000 Penalty: 4974.765137
	Iteration 1F: 3 clusters Score -2931732 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2932149.250000 Penalty: 4974.765137
	Iteration 2Q: 3 clusters Score -2932149 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2932519.000000 Penalty: 4974.765137
	Iteration 3Q: 3 clusters Score -2932519 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2932893.750000 Penalty: 4974.765137
	Iteration 4Q: 3 clusters Score -2932894 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2933339.750000 Penalty: 4974.765137
	Iteration 5Q: 3 clusters Score -2933340 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2933915.250000 Penalty: 4974.765137
	Iteration 6Q: 3 clusters Score -2933915 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2934627.250000 Penalty: 4974.765137
	Iteration 7Q: 3 clusters Score -2934627 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2935520.250000 Penalty: 4974.765137
	Iteration 8F: 3 clusters Score -2935520 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2936531.500000 Penalty: 4974.765137
	Iteration 9F: 3 clusters Score -2936532 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2937471.500000 Penalty: 4974.765137
	Iteration 10Q: 3 clusters Score -2937472 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2938253.250000 Penalty: 4974.765137
	Iteration 11Q: 3 clusters Score -2938253 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2938837.750000 Penalty: 4974.765137
	Iteration 12Q: 3 clusters Score -2938838 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2939184.250000 Penalty: 4974.765137
	Iteration 13Q: 3 clusters Score -2939184 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2939438.250000 Penalty: 4974.765137
	Iteration 14Q: 3 clusters Score -2939438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2939589.250000 Penalty: 4974.765137
	Iteration 15Q: 3 clusters Score -2939589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2939675.250000 Penalty: 4974.765137
	Iteration 16Q: 3 clusters Score -2939675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2939729.000000 Penalty: 4974.765137
	Iteration 17Q: 3 clusters Score -2939729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2939758.250000 Penalty: 4974.765137
	Iteration 18Q: 3 clusters Score -2939758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2939788.500000 Penalty: 4974.765137
	Iteration 19Q: 3 clusters Score -2939788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2939819.500000 Penalty: 4974.765137
	Iteration 20F: 3 clusters Score -2939820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2939834.500000 Penalty: 4974.765137
	Iteration 21Q: 3 clusters Score -2939834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2939845.000000 Penalty: 4974.765137
	Iteration 22Q: 3 clusters Score -2939845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2939852.000000 Penalty: 4974.765137
	Iteration 23Q: 3 clusters Score -2939852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2939859.000000 Penalty: 4974.765137
	Iteration 24Q: 3 clusters Score -2939859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2939863.500000 Penalty: 4974.765137
	Iteration 25Q: 3 clusters Score -2939864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2939870.500000 Penalty: 4974.765137
	Iteration 26Q: 3 clusters Score -2939870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2939871.750000 Penalty: 4974.765137
	Iteration 27Q: 3 clusters Score -2939872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2939871.000000 Penalty: 4974.765137
	Iteration 28Q: 3 clusters Score -2939871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2939871.000000 Penalty: 4974.765137
	Iteration 29F: 3 clusters Score -2939871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1461370.250000 Penalty: 2312.645996
	Iteration 0F: 2 clusters Score -1461370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1453005.375000 Penalty: 4625.291992
	Iteration 0F: 3 clusters Score -1453005 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1455543.625000 Penalty: 4625.291992
	Iteration 1F: 3 clusters Score -1455544 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1455763.250000 Penalty: 4625.291992
	Iteration 2F: 3 clusters Score -1455763 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1455884.375000 Penalty: 4625.291992
	Iteration 3Q: 3 clusters Score -1455884 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1455987.125000 Penalty: 4625.291992
	Iteration 4Q: 3 clusters Score -1455987 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1456085.375000 Penalty: 4625.291992
	Iteration 5Q: 3 clusters Score -1456085 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1456183.250000 Penalty: 4625.291992
	Iteration 6Q: 3 clusters Score -1456183 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1456272.250000 Penalty: 4625.291992
	Iteration 7Q: 3 clusters Score -1456272 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1456356.625000 Penalty: 4625.291992
	Iteration 8Q: 3 clusters Score -1456357 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1456437.625000 Penalty: 4625.291992
	Iteration 9Q: 3 clusters Score -1456438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1456528.125000 Penalty: 4625.291992
	Iteration 10Q: 3 clusters Score -1456528 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1456601.500000 Penalty: 4625.291992
	Iteration 11Q: 3 clusters Score -1456602 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1456700.125000 Penalty: 4625.291992
	Iteration 12Q: 3 clusters Score -1456700 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1456815.125000 Penalty: 4625.291992
	Iteration 13Q: 3 clusters Score -1456815 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1456944.125000 Penalty: 4625.291992
	Iteration 14Q: 3 clusters Score -1456944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1457078.375000 Penalty: 4625.291992
	Iteration 15Q: 3 clusters Score -1457078 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1457231.625000 Penalty: 4625.291992
	Iteration 16Q: 3 clusters Score -1457232 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1457403.250000 Penalty: 4625.291992
	Iteration 17Q: 3 clusters Score -1457403 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1457608.250000 Penalty: 4625.291992
	Iteration 18Q: 3 clusters Score -1457608 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1457820.125000 Penalty: 4625.291992
	Iteration 19Q: 3 clusters Score -1457820 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1458029.500000 Penalty: 4625.291992
	Iteration 20F: 3 clusters Score -1458030 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1458207.250000 Penalty: 4625.291992
	Iteration 21Q: 3 clusters Score -1458207 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1458335.500000 Penalty: 4625.291992
	Iteration 22Q: 3 clusters Score -1458336 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1458443.875000 Penalty: 4625.291992
	Iteration 23Q: 3 clusters Score -1458444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1458531.750000 Penalty: 4625.291992
	Iteration 24Q: 3 clusters Score -1458532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1458600.750000 Penalty: 4625.291992
	Iteration 25Q: 3 clusters Score -1458601 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1458670.875000 Penalty: 4625.291992
	Iteration 26Q: 3 clusters Score -1458671 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1458724.875000 Penalty: 4625.291992
	Iteration 27Q: 3 clusters Score -1458725 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1458762.250000 Penalty: 4625.291992
	Iteration 28Q: 3 clusters Score -1458762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1458797.750000 Penalty: 4625.291992
	Iteration 29Q: 3 clusters Score -1458798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1458819.750000 Penalty: 4625.291992
	Iteration 30Q: 3 clusters Score -1458820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1458836.000000 Penalty: 4625.291992
	Iteration 31Q: 3 clusters Score -1458836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1458859.750000 Penalty: 4625.291992
	Iteration 32Q: 3 clusters Score -1458860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1458874.375000 Penalty: 4625.291992
	Iteration 33Q: 3 clusters Score -1458874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1458896.875000 Penalty: 4625.291992
	Iteration 34Q: 3 clusters Score -1458897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1458906.875000 Penalty: 4625.291992
	Iteration 35Q: 3 clusters Score -1458907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1458911.250000 Penalty: 4625.291992
	Iteration 36Q: 3 clusters Score -1458911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1458925.125000 Penalty: 4625.291992
	Iteration 37Q: 3 clusters Score -1458925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1458925.375000 Penalty: 4625.291992
	Iteration 38Q: 3 clusters Score -1458925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1458942.750000 Penalty: 4625.291992
	Iteration 39Q: 3 clusters Score -1458943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1458953.125000 Penalty: 4625.291992
	Iteration 40F: 3 clusters Score -1458953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1458964.625000 Penalty: 4625.291992
	Iteration 41Q: 3 clusters Score -1458965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1458968.000000 Penalty: 4625.291992
	Iteration 42Q: 3 clusters Score -1458968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1458966.625000 Penalty: 4625.291992
	Iteration 43Q: 3 clusters Score -1458967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1458973.875000 Penalty: 4625.291992
	Iteration 44Q: 3 clusters Score -1458974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1458974.625000 Penalty: 4625.291992
	Iteration 45Q: 3 clusters Score -1458975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1458976.750000 Penalty: 4625.291992
	Iteration 46Q: 3 clusters Score -1458977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1458978.000000 Penalty: 4625.291992
	Iteration 47Q: 3 clusters Score -1458978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1458979.625000 Penalty: 4625.291992
	Iteration 48Q: 3 clusters Score -1458980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1458981.625000 Penalty: 4625.291992
	Iteration 49Q: 3 clusters Score -1458982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1458981.625000 Penalty: 4625.291992
	Iteration 50Q: 3 clusters Score -1458982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1458980.875000 Penalty: 4625.291992
	Iteration 51Q: 3 clusters Score -1458981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1458983.875000 Penalty: 4625.291992
	Iteration 52Q: 3 clusters Score -1458984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1458985.125000 Penalty: 4625.291992
	Iteration 53Q: 3 clusters Score -1458985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1458989.125000 Penalty: 4625.291992
	Iteration 54Q: 3 clusters Score -1458989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1458987.875000 Penalty: 4625.291992
	Iteration 55Q: 3 clusters Score -1458988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1458986.750000 Penalty: 4625.291992
	Iteration 56Q: 3 clusters Score -1458987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1458986.250000 Penalty: 4625.291992
	Iteration 57Q: 3 clusters Score -1458986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1458990.375000 Penalty: 4625.291992
	Iteration 58Q: 3 clusters Score -1458990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1458992.625000 Penalty: 4625.291992
	Iteration 59Q: 3 clusters Score -1458993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1458991.000000 Penalty: 4625.291992
	Iteration 60F: 3 clusters Score -1458991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1458991.375000 Penalty: 4625.291992
	Iteration 61Q: 3 clusters Score -1458991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1458993.625000 Penalty: 4625.291992
	Iteration 62Q: 3 clusters Score -1458994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1458996.125000 Penalty: 4625.291992
	Iteration 63Q: 3 clusters Score -1458996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1458995.500000 Penalty: 4625.291992
	Iteration 64Q: 3 clusters Score -1458996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1458998.500000 Penalty: 4625.291992
	Iteration 65Q: 3 clusters Score -1458998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1458998.000000 Penalty: 4625.291992
	Iteration 66Q: 3 clusters Score -1458998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1458996.750000 Penalty: 4625.291992
	Iteration 67Q: 3 clusters Score -1458997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1458998.125000 Penalty: 4625.291992
	Iteration 68Q: 3 clusters Score -1458998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1458998.625000 Penalty: 4625.291992
	Iteration 69Q: 3 clusters Score -1458999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1458996.250000 Penalty: 4625.291992
	Iteration 70Q: 3 clusters Score -1458996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1458998.875000 Penalty: 4625.291992
	Iteration 71Q: 3 clusters Score -1458999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1458998.875000 Penalty: 4625.291992
	Iteration 72F: 3 clusters Score -1458999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Entering Unmasked Estep 
Score: -9592194.000000 Penalty: 2789.460938
	Iteration 0F: 2 clusters Score -9592194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -9540875.000000 Penalty: 5578.921875
	Iteration 0F: 3 clusters Score -9540875 nChanged 35846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -9560865.000000 Penalty: 5578.921875
	Iteration 1F: 3 clusters Score -9560865 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -9561561.000000 Penalty: 5578.921875
	Iteration 2Q: 3 clusters Score -9561561 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -9562335.000000 Penalty: 5578.921875
	Iteration 3Q: 3 clusters Score -9562335 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -9563276.000000 Penalty: 5578.921875
	Iteration 4Q: 3 clusters Score -9563276 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -9564640.000000 Penalty: 5578.921875
	Iteration 5Q: 3 clusters Score -9564640 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -9566623.000000 Penalty: 5578.921875
	Iteration 6F: 3 clusters Score -9566623 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -9569530.000000 Penalty: 5578.921875
	Iteration 7F: 3 clusters Score -9569530 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -9573023.000000 Penalty: 5578.921875
	Iteration 8F: 3 clusters Score -9573023 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -9577183.000000 Penalty: 5578.921875
	Iteration 9F: 3 clusters Score -9577183 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -9581434.000000 Penalty: 5578.921875
	Iteration 10F: 3 clusters Score -9581434 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -9585319.000000 Penalty: 5578.921875
	Iteration 11F: 3 clusters Score -9585319 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9588033.000000 Penalty: 5578.921875
	Iteration 12Q: 3 clusters Score -9588033 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9589070.000000 Penalty: 5578.921875
	Iteration 13Q: 3 clusters Score -9589070 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9589445.000000 Penalty: 5578.921875
	Iteration 14Q: 3 clusters Score -9589445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9589588.000000 Penalty: 5578.921875
	Iteration 15Q: 3 clusters Score -9589588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76460 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9589639.000000 Penalty: 5578.921875
	Iteration 16Q: 3 clusters Score -9589639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9589680.000000 Penalty: 5578.921875
	Iteration 17Q: 3 clusters Score -9589680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9589693.000000 Penalty: 5578.921875
	Iteration 18Q: 3 clusters Score -9589693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9589724.000000 Penalty: 5578.921875
	Iteration 19Q: 3 clusters Score -9589724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9589729.000000 Penalty: 5578.921875
	Iteration 20F: 3 clusters Score -9589729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9589729.000000 Penalty: 5578.921875
	Iteration 21Q: 3 clusters Score -9589729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9589729.000000 Penalty: 5578.921875
	Iteration 22F: 3 clusters Score -9589729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Entering Unmasked Estep 
Score: -2376741.000000 Penalty: 2434.265137
	Iteration 0F: 2 clusters Score -2376741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2363826.750000 Penalty: 4868.530273
	Iteration 0F: 3 clusters Score -2363827 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2368000.750000 Penalty: 4868.530273
	Iteration 1F: 3 clusters Score -2368001 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2368418.500000 Penalty: 4868.530273
	Iteration 2F: 3 clusters Score -2368418 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2368758.250000 Penalty: 4868.530273
	Iteration 3Q: 3 clusters Score -2368758 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2369104.250000 Penalty: 4868.530273
	Iteration 4Q: 3 clusters Score -2369104 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2369450.250000 Penalty: 4868.530273
	Iteration 5Q: 3 clusters Score -2369450 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2369785.750000 Penalty: 4868.530273
	Iteration 6Q: 3 clusters Score -2369786 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2370220.250000 Penalty: 4868.530273
	Iteration 7Q: 3 clusters Score -2370220 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2370734.500000 Penalty: 4868.530273
	Iteration 8Q: 3 clusters Score -2370734 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2371337.250000 Penalty: 4868.530273
	Iteration 9F: 3 clusters Score -2371337 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2372028.500000 Penalty: 4868.530273
	Iteration 10F: 3 clusters Score -2372028 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2372625.000000 Penalty: 4868.530273
	Iteration 11Q: 3 clusters Score -2372625 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2373030.500000 Penalty: 4868.530273
	Iteration 12Q: 3 clusters Score -2373030 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2373228.250000 Penalty: 4868.530273
	Iteration 13Q: 3 clusters Score -2373228 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2373357.750000 Penalty: 4868.530273
	Iteration 14Q: 3 clusters Score -2373358 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2373415.250000 Penalty: 4868.530273
	Iteration 15Q: 3 clusters Score -2373415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2373450.750000 Penalty: 4868.530273
	Iteration 16Q: 3 clusters Score -2373451 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2373478.250000 Penalty: 4868.530273
	Iteration 17Q: 3 clusters Score -2373478 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2373504.750000 Penalty: 4868.530273
	Iteration 18Q: 3 clusters Score -2373505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2373523.250000 Penalty: 4868.530273
	Iteration 19Q: 3 clusters Score -2373523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2373545.750000 Penalty: 4868.530273
	Iteration 20F: 3 clusters Score -2373546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2373558.750000 Penalty: 4868.530273
	Iteration 21Q: 3 clusters Score -2373559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2373572.750000 Penalty: 4868.530273
	Iteration 22Q: 3 clusters Score -2373573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2373586.250000 Penalty: 4868.530273
	Iteration 23Q: 3 clusters Score -2373586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2373596.250000 Penalty: 4868.530273
	Iteration 24Q: 3 clusters Score -2373596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2373610.750000 Penalty: 4868.530273
	Iteration 25Q: 3 clusters Score -2373611 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2373632.750000 Penalty: 4868.530273
	Iteration 26Q: 3 clusters Score -2373633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2373649.250000 Penalty: 4868.530273
	Iteration 27Q: 3 clusters Score -2373649 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2373661.750000 Penalty: 4868.530273
	Iteration 28Q: 3 clusters Score -2373662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2373679.250000 Penalty: 4868.530273
	Iteration 29Q: 3 clusters Score -2373679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2373685.500000 Penalty: 4868.530273
	Iteration 30Q: 3 clusters Score -2373686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2373699.750000 Penalty: 4868.530273
	Iteration 31Q: 3 clusters Score -2373700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2373711.500000 Penalty: 4868.530273
	Iteration 32Q: 3 clusters Score -2373712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2373720.250000 Penalty: 4868.530273
	Iteration 33Q: 3 clusters Score -2373720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2373732.250000 Penalty: 4868.530273
	Iteration 34Q: 3 clusters Score -2373732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2373736.500000 Penalty: 4868.530273
	Iteration 35Q: 3 clusters Score -2373736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2373742.000000 Penalty: 4868.530273
	Iteration 36Q: 3 clusters Score -2373742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2373759.000000 Penalty: 4868.530273
	Iteration 37Q: 3 clusters Score -2373759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2373763.500000 Penalty: 4868.530273
	Iteration 38Q: 3 clusters Score -2373764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2373766.500000 Penalty: 4868.530273
	Iteration 39Q: 3 clusters Score -2373766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2373783.500000 Penalty: 4868.530273
	Iteration 40F: 3 clusters Score -2373784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2373795.250000 Penalty: 4868.530273
	Iteration 41Q: 3 clusters Score -2373795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2373795.750000 Penalty: 4868.530273
	Iteration 42Q: 3 clusters Score -2373796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2373799.500000 Penalty: 4868.530273
	Iteration 43Q: 3 clusters Score -2373800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2373808.500000 Penalty: 4868.530273
	Iteration 44Q: 3 clusters Score -2373808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2373814.250000 Penalty: 4868.530273
	Iteration 45Q: 3 clusters Score -2373814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2373824.750000 Penalty: 4868.530273
	Iteration 46Q: 3 clusters Score -2373825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2373822.750000 Penalty: 4868.530273
	Iteration 47Q: 3 clusters Score -2373823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2373844.500000 Penalty: 4868.530273
	Iteration 48Q: 3 clusters Score -2373844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2373852.500000 Penalty: 4868.530273
	Iteration 49Q: 3 clusters Score -2373852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2373848.750000 Penalty: 4868.530273
	Iteration 50Q: 3 clusters Score -2373849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2373858.000000 Penalty: 4868.530273
	Iteration 51Q: 3 clusters Score -2373858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2373862.250000 Penalty: 4868.530273
	Iteration 52Q: 3 clusters Score -2373862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2373860.750000 Penalty: 4868.530273
	Iteration 53Q: 3 clusters Score -2373861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2373862.750000 Penalty: 4868.530273
	Iteration 54Q: 3 clusters Score -2373863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2373862.750000 Penalty: 4868.530273
	Iteration 55Q: 3 clusters Score -2373863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2373868.500000 Penalty: 4868.530273
	Iteration 56Q: 3 clusters Score -2373868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2373871.500000 Penalty: 4868.530273
	Iteration 57Q: 3 clusters Score -2373872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2373872.500000 Penalty: 4868.530273
	Iteration 58Q: 3 clusters Score -2373872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2373880.500000 Penalty: 4868.530273
	Iteration 59Q: 3 clusters Score -2373880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2373886.000000 Penalty: 4868.530273
	Iteration 60F: 3 clusters Score -2373886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2373892.750000 Penalty: 4868.530273
	Iteration 61Q: 3 clusters Score -2373893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2373891.250000 Penalty: 4868.530273
	Iteration 62Q: 3 clusters Score -2373891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2373891.750000 Penalty: 4868.530273
	Iteration 63Q: 3 clusters Score -2373892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2373897.500000 Penalty: 4868.530273
	Iteration 64Q: 3 clusters Score -2373898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2373914.750000 Penalty: 4868.530273
	Iteration 65Q: 3 clusters Score -2373915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2373914.750000 Penalty: 4868.530273
	Iteration 66Q: 3 clusters Score -2373915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2373928.000000 Penalty: 4868.530273
	Iteration 67Q: 3 clusters Score -2373928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2373934.000000 Penalty: 4868.530273
	Iteration 68Q: 3 clusters Score -2373934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2373942.500000 Penalty: 4868.530273
	Iteration 69Q: 3 clusters Score -2373942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2373954.500000 Penalty: 4868.530273
	Iteration 70Q: 3 clusters Score -2373954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2373961.750000 Penalty: 4868.530273
	Iteration 71Q: 3 clusters Score -2373962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2373973.000000 Penalty: 4868.530273
	Iteration 72Q: 3 clusters Score -2373973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2373985.000000 Penalty: 4868.530273
	Iteration 73Q: 3 clusters Score -2373985 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2373998.000000 Penalty: 4868.530273
	Iteration 74Q: 3 clusters Score -2373998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2374007.500000 Penalty: 4868.530273
	Iteration 75Q: 3 clusters Score -2374008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2374023.250000 Penalty: 4868.530273
	Iteration 76Q: 3 clusters Score -2374023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2374039.000000 Penalty: 4868.530273
	Iteration 77Q: 3 clusters Score -2374039 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2374063.250000 Penalty: 4868.530273
	Iteration 78Q: 3 clusters Score -2374063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2374077.000000 Penalty: 4868.530273
	Iteration 79Q: 3 clusters Score -2374077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2374100.750000 Penalty: 4868.530273
	Iteration 80F: 3 clusters Score -2374101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2374117.500000 Penalty: 4868.530273
	Iteration 81Q: 3 clusters Score -2374118 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2374135.750000 Penalty: 4868.530273
	Iteration 82Q: 3 clusters Score -2374136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2374147.500000 Penalty: 4868.530273
	Iteration 83Q: 3 clusters Score -2374148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2374165.750000 Penalty: 4868.530273
	Iteration 84Q: 3 clusters Score -2374166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2374179.500000 Penalty: 4868.530273
	Iteration 85Q: 3 clusters Score -2374180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2374189.250000 Penalty: 4868.530273
	Iteration 86Q: 3 clusters Score -2374189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2374209.000000 Penalty: 4868.530273
	Iteration 87Q: 3 clusters Score -2374209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2374211.500000 Penalty: 4868.530273
	Iteration 88Q: 3 clusters Score -2374212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2374223.250000 Penalty: 4868.530273
	Iteration 89Q: 3 clusters Score -2374223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2374227.250000 Penalty: 4868.530273
	Iteration 90Q: 3 clusters Score -2374227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2374236.500000 Penalty: 4868.530273
	Iteration 91Q: 3 clusters Score -2374236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2374250.500000 Penalty: 4868.530273
	Iteration 92Q: 3 clusters Score -2374250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2374252.500000 Penalty: 4868.530273
	Iteration 93Q: 3 clusters Score -2374252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2374258.000000 Penalty: 4868.530273
	Iteration 94Q: 3 clusters Score -2374258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2374270.750000 Penalty: 4868.530273
	Iteration 95Q: 3 clusters Score -2374271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2374278.000000 Penalty: 4868.530273
	Iteration 96Q: 3 clusters Score -2374278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2374282.250000 Penalty: 4868.530273
	Iteration 97Q: 3 clusters Score -2374282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2374286.750000 Penalty: 4868.530273
	Iteration 98Q: 3 clusters Score -2374287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2374291.500000 Penalty: 4868.530273
	Iteration 99Q: 3 clusters Score -2374292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2374296.250000 Penalty: 4868.530273
	Iteration 100F: 3 clusters Score -2374296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2374299.500000 Penalty: 4868.530273
	Iteration 101Q: 3 clusters Score -2374300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2374311.250000 Penalty: 4868.530273
	Iteration 102Q: 3 clusters Score -2374311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2374307.250000 Penalty: 4868.530273
	Iteration 103Q: 3 clusters Score -2374307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2374323.000000 Penalty: 4868.530273
	Iteration 104Q: 3 clusters Score -2374323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2374323.250000 Penalty: 4868.530273
	Iteration 105Q: 3 clusters Score -2374323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2374329.750000 Penalty: 4868.530273
	Iteration 106Q: 3 clusters Score -2374330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2374334.500000 Penalty: 4868.530273
	Iteration 107Q: 3 clusters Score -2374334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2374336.500000 Penalty: 4868.530273
	Iteration 108Q: 3 clusters Score -2374336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2374346.750000 Penalty: 4868.530273
	Iteration 109Q: 3 clusters Score -2374347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2374355.250000 Penalty: 4868.530273
	Iteration 110Q: 3 clusters Score -2374355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2374358.750000 Penalty: 4868.530273
	Iteration 111Q: 3 clusters Score -2374359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2374366.000000 Penalty: 4868.530273
	Iteration 112Q: 3 clusters Score -2374366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2374371.500000 Penalty: 4868.530273
	Iteration 113Q: 3 clusters Score -2374372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2374373.000000 Penalty: 4868.530273
	Iteration 114Q: 3 clusters Score -2374373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2374373.750000 Penalty: 4868.530273
	Iteration 115Q: 3 clusters Score -2374374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2374379.750000 Penalty: 4868.530273
	Iteration 116Q: 3 clusters Score -2374380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2374386.500000 Penalty: 4868.530273
	Iteration 117Q: 3 clusters Score -2374386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2374395.250000 Penalty: 4868.530273
	Iteration 118Q: 3 clusters Score -2374395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2374388.250000 Penalty: 4868.530273
	Iteration 119Q: 3 clusters Score -2374388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2374402.000000 Penalty: 4868.530273
	Iteration 120F: 3 clusters Score -2374402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2374410.750000 Penalty: 4868.530273
	Iteration 121Q: 3 clusters Score -2374411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2374419.750000 Penalty: 4868.530273
	Iteration 122Q: 3 clusters Score -2374420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2374430.000000 Penalty: 4868.530273
	Iteration 123Q: 3 clusters Score -2374430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2374435.500000 Penalty: 4868.530273
	Iteration 124Q: 3 clusters Score -2374436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2374438.750000 Penalty: 4868.530273
	Iteration 125Q: 3 clusters Score -2374439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2374441.750000 Penalty: 4868.530273
	Iteration 126Q: 3 clusters Score -2374442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2374443.000000 Penalty: 4868.530273
	Iteration 127Q: 3 clusters Score -2374443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2374446.750000 Penalty: 4868.530273
	Iteration 128Q: 3 clusters Score -2374447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2374449.500000 Penalty: 4868.530273
	Iteration 129Q: 3 clusters Score -2374450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2374446.250000 Penalty: 4868.530273
	Iteration 130Q: 3 clusters Score -2374446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2374450.000000 Penalty: 4868.530273
	Iteration 131Q: 3 clusters Score -2374450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2374451.000000 Penalty: 4868.530273
	Iteration 132Q: 3 clusters Score -2374451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2374448.500000 Penalty: 4868.530273
	Iteration 133Q: 3 clusters Score -2374448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2374454.250000 Penalty: 4868.530273
	Iteration 134Q: 3 clusters Score -2374454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2374452.500000 Penalty: 4868.530273
	Iteration 135Q: 3 clusters Score -2374452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2374456.250000 Penalty: 4868.530273
	Iteration 136Q: 3 clusters Score -2374456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2374457.750000 Penalty: 4868.530273
	Iteration 137Q: 3 clusters Score -2374458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2374460.250000 Penalty: 4868.530273
	Iteration 138Q: 3 clusters Score -2374460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2374462.750000 Penalty: 4868.530273
	Iteration 139Q: 3 clusters Score -2374463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2374473.250000 Penalty: 4868.530273
	Iteration 140F: 3 clusters Score -2374473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2374472.500000 Penalty: 4868.530273
	Iteration 141Q: 3 clusters Score -2374472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2374481.500000 Penalty: 4868.530273
	Iteration 142Q: 3 clusters Score -2374482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2374484.750000 Penalty: 4868.530273
	Iteration 143Q: 3 clusters Score -2374485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2374480.000000 Penalty: 4868.530273
	Iteration 144Q: 3 clusters Score -2374480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2374481.750000 Penalty: 4868.530273
	Iteration 145Q: 3 clusters Score -2374482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2374486.500000 Penalty: 4868.530273
	Iteration 146Q: 3 clusters Score -2374486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2374489.500000 Penalty: 4868.530273
	Iteration 147Q: 3 clusters Score -2374490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2374493.000000 Penalty: 4868.530273
	Iteration 148Q: 3 clusters Score -2374493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2374491.500000 Penalty: 4868.530273
	Iteration 149Q: 3 clusters Score -2374492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2374491.750000 Penalty: 4868.530273
	Iteration 150Q: 3 clusters Score -2374492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2374494.250000 Penalty: 4868.530273
	Iteration 151Q: 3 clusters Score -2374494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2374489.750000 Penalty: 4868.530273
	Iteration 152Q: 3 clusters Score -2374490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2374497.000000 Penalty: 4868.530273
	Iteration 153Q: 3 clusters Score -2374497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2374495.000000 Penalty: 4868.530273
	Iteration 154Q: 3 clusters Score -2374495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2374494.000000 Penalty: 4868.530273
	Iteration 155Q: 3 clusters Score -2374494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2374497.750000 Penalty: 4868.530273
	Iteration 156Q: 3 clusters Score -2374498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2374501.250000 Penalty: 4868.530273
	Iteration 157Q: 3 clusters Score -2374501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2374503.000000 Penalty: 4868.530273
	Iteration 158Q: 3 clusters Score -2374503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2374504.250000 Penalty: 4868.530273
	Iteration 159Q: 3 clusters Score -2374504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2374505.000000 Penalty: 4868.530273
	Iteration 160F: 3 clusters Score -2374505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2374503.000000 Penalty: 4868.530273
	Iteration 161Q: 3 clusters Score -2374503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2374505.250000 Penalty: 4868.530273
	Iteration 162Q: 3 clusters Score -2374505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2374507.750000 Penalty: 4868.530273
	Iteration 163Q: 3 clusters Score -2374508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2374511.750000 Penalty: 4868.530273
	Iteration 164Q: 3 clusters Score -2374512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2374506.250000 Penalty: 4868.530273
	Iteration 165Q: 3 clusters Score -2374506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2374510.750000 Penalty: 4868.530273
	Iteration 166Q: 3 clusters Score -2374511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2374514.250000 Penalty: 4868.530273
	Iteration 167Q: 3 clusters Score -2374514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2374517.250000 Penalty: 4868.530273
	Iteration 168Q: 3 clusters Score -2374517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2374518.250000 Penalty: 4868.530273
	Iteration 169Q: 3 clusters Score -2374518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2374517.250000 Penalty: 4868.530273
	Iteration 170Q: 3 clusters Score -2374517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2374519.000000 Penalty: 4868.530273
	Iteration 171Q: 3 clusters Score -2374519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2374515.250000 Penalty: 4868.530273
	Iteration 172Q: 3 clusters Score -2374515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2374516.500000 Penalty: 4868.530273
	Iteration 173Q: 3 clusters Score -2374516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2374519.500000 Penalty: 4868.530273
	Iteration 174Q: 3 clusters Score -2374520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2374523.250000 Penalty: 4868.530273
	Iteration 175Q: 3 clusters Score -2374523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2374517.250000 Penalty: 4868.530273
	Iteration 176Q: 3 clusters Score -2374517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2374513.750000 Penalty: 4868.530273
	Iteration 177Q: 3 clusters Score -2374514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2374514.250000 Penalty: 4868.530273
	Iteration 178Q: 3 clusters Score -2374514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2374514.250000 Penalty: 4868.530273
	Iteration 179F: 3 clusters Score -2374514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88318.375000 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88318.38 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88661.328125 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -88661.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88910.242188 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -88910.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89123.398438 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -89123.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89301.625000 Penalty: 3316.805908
	Iteration 4F: 3 clusters Score -89301.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89545.750000 Penalty: 3316.805908
	Iteration 5F: 3 clusters Score -89545.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -89877.398438 Penalty: 3316.805908
	Iteration 6F: 3 clusters Score -89877.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90435.468750 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -90435.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90600.203125 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -90600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90626.156250 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -90626.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90628.765625 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -90628.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90628.765625 Penalty: 3316.805908
	Iteration 11F: 3 clusters Score -90628.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22692 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 74083 members 
Mstep: Class 15 contains 151619 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172084 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
Score: -98277648.000000 Penalty: 70669.984375
Splitting cluster 12 changes total score from -98278728.000000 to -98277648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Entering Unmasked Estep 
Score: -2331393.500000 Penalty: 2428.498535
	Iteration 0F: 2 clusters Score -2331394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2318728.250000 Penalty: 4856.997070
	Iteration 0F: 3 clusters Score -2318728 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2322823.500000 Penalty: 4856.997070
	Iteration 1F: 3 clusters Score -2322824 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2323181.250000 Penalty: 4856.997070
	Iteration 2F: 3 clusters Score -2323181 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2323501.750000 Penalty: 4856.997070
	Iteration 3Q: 3 clusters Score -2323502 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2323808.250000 Penalty: 4856.997070
	Iteration 4Q: 3 clusters Score -2323808 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2324136.000000 Penalty: 4856.997070
	Iteration 5Q: 3 clusters Score -2324136 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2324476.500000 Penalty: 4856.997070
	Iteration 6Q: 3 clusters Score -2324476 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2324861.500000 Penalty: 4856.997070
	Iteration 7Q: 3 clusters Score -2324862 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2325354.000000 Penalty: 4856.997070
	Iteration 8Q: 3 clusters Score -2325354 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2325945.750000 Penalty: 4856.997070
	Iteration 9F: 3 clusters Score -2325946 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2326723.750000 Penalty: 4856.997070
	Iteration 10F: 3 clusters Score -2326724 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2327471.250000 Penalty: 4856.997070
	Iteration 11F: 3 clusters Score -2327471 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2327938.250000 Penalty: 4856.997070
	Iteration 12Q: 3 clusters Score -2327938 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2328160.500000 Penalty: 4856.997070
	Iteration 13Q: 3 clusters Score -2328160 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2328260.000000 Penalty: 4856.997070
	Iteration 14Q: 3 clusters Score -2328260 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2328319.500000 Penalty: 4856.997070
	Iteration 15Q: 3 clusters Score -2328320 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2328374.000000 Penalty: 4856.997070
	Iteration 16Q: 3 clusters Score -2328374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2328419.750000 Penalty: 4856.997070
	Iteration 17Q: 3 clusters Score -2328420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2328444.000000 Penalty: 4856.997070
	Iteration 18Q: 3 clusters Score -2328444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2328465.500000 Penalty: 4856.997070
	Iteration 19Q: 3 clusters Score -2328466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2328489.250000 Penalty: 4856.997070
	Iteration 20F: 3 clusters Score -2328489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2328517.500000 Penalty: 4856.997070
	Iteration 21Q: 3 clusters Score -2328518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2328543.500000 Penalty: 4856.997070
	Iteration 22Q: 3 clusters Score -2328544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2328564.000000 Penalty: 4856.997070
	Iteration 23Q: 3 clusters Score -2328564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2328588.750000 Penalty: 4856.997070
	Iteration 24Q: 3 clusters Score -2328589 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2328625.000000 Penalty: 4856.997070
	Iteration 25Q: 3 clusters Score -2328625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2328651.500000 Penalty: 4856.997070
	Iteration 26Q: 3 clusters Score -2328652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2328678.250000 Penalty: 4856.997070
	Iteration 27Q: 3 clusters Score -2328678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2328710.000000 Penalty: 4856.997070
	Iteration 28Q: 3 clusters Score -2328710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2328741.500000 Penalty: 4856.997070
	Iteration 29Q: 3 clusters Score -2328742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2328771.500000 Penalty: 4856.997070
	Iteration 30Q: 3 clusters Score -2328772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2328802.250000 Penalty: 4856.997070
	Iteration 31Q: 3 clusters Score -2328802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2328829.750000 Penalty: 4856.997070
	Iteration 32Q: 3 clusters Score -2328830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2328843.250000 Penalty: 4856.997070
	Iteration 33Q: 3 clusters Score -2328843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2328863.000000 Penalty: 4856.997070
	Iteration 34Q: 3 clusters Score -2328863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2328880.000000 Penalty: 4856.997070
	Iteration 35Q: 3 clusters Score -2328880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2328908.750000 Penalty: 4856.997070
	Iteration 36Q: 3 clusters Score -2328909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2328925.750000 Penalty: 4856.997070
	Iteration 37Q: 3 clusters Score -2328926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2328948.750000 Penalty: 4856.997070
	Iteration 38Q: 3 clusters Score -2328949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2328975.250000 Penalty: 4856.997070
	Iteration 39Q: 3 clusters Score -2328975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2328990.500000 Penalty: 4856.997070
	Iteration 40F: 3 clusters Score -2328990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2329009.000000 Penalty: 4856.997070
	Iteration 41Q: 3 clusters Score -2329009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2329026.250000 Penalty: 4856.997070
	Iteration 42Q: 3 clusters Score -2329026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2329039.250000 Penalty: 4856.997070
	Iteration 43Q: 3 clusters Score -2329039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2329056.250000 Penalty: 4856.997070
	Iteration 44Q: 3 clusters Score -2329056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2329067.250000 Penalty: 4856.997070
	Iteration 45Q: 3 clusters Score -2329067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2329082.000000 Penalty: 4856.997070
	Iteration 46Q: 3 clusters Score -2329082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2329093.250000 Penalty: 4856.997070
	Iteration 47Q: 3 clusters Score -2329093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2329109.750000 Penalty: 4856.997070
	Iteration 48Q: 3 clusters Score -2329110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2329124.000000 Penalty: 4856.997070
	Iteration 49Q: 3 clusters Score -2329124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2329128.750000 Penalty: 4856.997070
	Iteration 50Q: 3 clusters Score -2329129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2329147.500000 Penalty: 4856.997070
	Iteration 51Q: 3 clusters Score -2329148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2329158.500000 Penalty: 4856.997070
	Iteration 52Q: 3 clusters Score -2329158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2329173.500000 Penalty: 4856.997070
	Iteration 53Q: 3 clusters Score -2329174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2329185.500000 Penalty: 4856.997070
	Iteration 54Q: 3 clusters Score -2329186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2329188.250000 Penalty: 4856.997070
	Iteration 55Q: 3 clusters Score -2329188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2329195.750000 Penalty: 4856.997070
	Iteration 56Q: 3 clusters Score -2329196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2329195.500000 Penalty: 4856.997070
	Iteration 57Q: 3 clusters Score -2329196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2329198.750000 Penalty: 4856.997070
	Iteration 58Q: 3 clusters Score -2329199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2329195.500000 Penalty: 4856.997070
	Iteration 59Q: 3 clusters Score -2329196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2329198.750000 Penalty: 4856.997070
	Iteration 60F: 3 clusters Score -2329199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2329210.250000 Penalty: 4856.997070
	Iteration 61Q: 3 clusters Score -2329210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2329217.750000 Penalty: 4856.997070
	Iteration 62Q: 3 clusters Score -2329218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2329214.250000 Penalty: 4856.997070
	Iteration 63Q: 3 clusters Score -2329214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2329220.750000 Penalty: 4856.997070
	Iteration 64Q: 3 clusters Score -2329221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2329224.250000 Penalty: 4856.997070
	Iteration 65Q: 3 clusters Score -2329224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2329225.750000 Penalty: 4856.997070
	Iteration 66Q: 3 clusters Score -2329226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2329230.500000 Penalty: 4856.997070
	Iteration 67Q: 3 clusters Score -2329230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2329236.000000 Penalty: 4856.997070
	Iteration 68Q: 3 clusters Score -2329236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2329247.750000 Penalty: 4856.997070
	Iteration 69Q: 3 clusters Score -2329248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2329258.000000 Penalty: 4856.997070
	Iteration 70Q: 3 clusters Score -2329258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2329261.750000 Penalty: 4856.997070
	Iteration 71Q: 3 clusters Score -2329262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2329269.000000 Penalty: 4856.997070
	Iteration 72Q: 3 clusters Score -2329269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2329275.250000 Penalty: 4856.997070
	Iteration 73Q: 3 clusters Score -2329275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2329279.250000 Penalty: 4856.997070
	Iteration 74Q: 3 clusters Score -2329279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2329283.500000 Penalty: 4856.997070
	Iteration 75Q: 3 clusters Score -2329284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2329291.250000 Penalty: 4856.997070
	Iteration 76Q: 3 clusters Score -2329291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2329302.250000 Penalty: 4856.997070
	Iteration 77Q: 3 clusters Score -2329302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2329303.000000 Penalty: 4856.997070
	Iteration 78Q: 3 clusters Score -2329303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2329303.250000 Penalty: 4856.997070
	Iteration 79Q: 3 clusters Score -2329303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2329310.750000 Penalty: 4856.997070
	Iteration 80F: 3 clusters Score -2329311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2329312.000000 Penalty: 4856.997070
	Iteration 81Q: 3 clusters Score -2329312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2329315.250000 Penalty: 4856.997070
	Iteration 82Q: 3 clusters Score -2329315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2329320.250000 Penalty: 4856.997070
	Iteration 83Q: 3 clusters Score -2329320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2329322.500000 Penalty: 4856.997070
	Iteration 84Q: 3 clusters Score -2329322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2329322.000000 Penalty: 4856.997070
	Iteration 85Q: 3 clusters Score -2329322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2329328.500000 Penalty: 4856.997070
	Iteration 86Q: 3 clusters Score -2329328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2329332.000000 Penalty: 4856.997070
	Iteration 87Q: 3 clusters Score -2329332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2329330.750000 Penalty: 4856.997070
	Iteration 88Q: 3 clusters Score -2329331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2329330.500000 Penalty: 4856.997070
	Iteration 89Q: 3 clusters Score -2329330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2329334.000000 Penalty: 4856.997070
	Iteration 90Q: 3 clusters Score -2329334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2329334.000000 Penalty: 4856.997070
	Iteration 91F: 3 clusters Score -2329334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Entering Unmasked Estep 
Score: -9498077.000000 Penalty: 2780.809326
	Iteration 0F: 2 clusters Score -9498077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -9448476.000000 Penalty: 5561.618652
	Iteration 0F: 3 clusters Score -9448476 nChanged 34667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -9467756.000000 Penalty: 5561.618652
	Iteration 1F: 3 clusters Score -9467756 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -9468196.000000 Penalty: 5561.618652
	Iteration 2Q: 3 clusters Score -9468196 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -9468618.000000 Penalty: 5561.618652
	Iteration 3Q: 3 clusters Score -9468618 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -9469074.000000 Penalty: 5561.618652
	Iteration 4Q: 3 clusters Score -9469074 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -9469796.000000 Penalty: 5561.618652
	Iteration 5Q: 3 clusters Score -9469796 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -9470804.000000 Penalty: 5561.618652
	Iteration 6Q: 3 clusters Score -9470804 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -9472447.000000 Penalty: 5561.618652
	Iteration 7Q: 3 clusters Score -9472447 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -9475160.000000 Penalty: 5561.618652
	Iteration 8F: 3 clusters Score -9475160 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -9479635.000000 Penalty: 5561.618652
	Iteration 9F: 3 clusters Score -9479635 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -9484750.000000 Penalty: 5561.618652
	Iteration 10F: 3 clusters Score -9484750 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -9489430.000000 Penalty: 5561.618652
	Iteration 11F: 3 clusters Score -9489430 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -9492418.000000 Penalty: 5561.618652
	Iteration 12Q: 3 clusters Score -9492418 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -9493966.000000 Penalty: 5561.618652
	Iteration 13Q: 3 clusters Score -9493966 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -9494755.000000 Penalty: 5561.618652
	Iteration 14Q: 3 clusters Score -9494755 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -9495163.000000 Penalty: 5561.618652
	Iteration 15Q: 3 clusters Score -9495163 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -9495460.000000 Penalty: 5561.618652
	Iteration 16Q: 3 clusters Score -9495460 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -9495661.000000 Penalty: 5561.618652
	Iteration 17Q: 3 clusters Score -9495661 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -9495810.000000 Penalty: 5561.618652
	Iteration 18Q: 3 clusters Score -9495810 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -9495868.000000 Penalty: 5561.618652
	Iteration 19Q: 3 clusters Score -9495868 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -9495914.000000 Penalty: 5561.618652
	Iteration 20F: 3 clusters Score -9495914 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -9495963.000000 Penalty: 5561.618652
	Iteration 21Q: 3 clusters Score -9495963 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -9495985.000000 Penalty: 5561.618652
	Iteration 22Q: 3 clusters Score -9495985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -9496009.000000 Penalty: 5561.618652
	Iteration 23Q: 3 clusters Score -9496009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -9496009.000000 Penalty: 5561.618652
	Iteration 24Q: 3 clusters Score -9496009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -9496014.000000 Penalty: 5561.618652
	Iteration 25Q: 3 clusters Score -9496014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -9496025.000000 Penalty: 5561.618652
	Iteration 26Q: 3 clusters Score -9496025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -9496053.000000 Penalty: 5561.618652
	Iteration 27Q: 3 clusters Score -9496053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -9496076.000000 Penalty: 5561.618652
	Iteration 28Q: 3 clusters Score -9496076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -9496057.000000 Penalty: 5561.618652
	Iteration 29Q: 3 clusters Score -9496057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -9496057.000000 Penalty: 5561.618652
	Iteration 30Q: 3 clusters Score -9496057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -9496053.000000 Penalty: 5561.618652
	Iteration 31Q: 3 clusters Score -9496053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -9496069.000000 Penalty: 5561.618652
	Iteration 32Q: 3 clusters Score -9496069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -9496072.000000 Penalty: 5561.618652
	Iteration 33Q: 3 clusters Score -9496072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -9496094.000000 Penalty: 5561.618652
	Iteration 34Q: 3 clusters Score -9496094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -9496089.000000 Penalty: 5561.618652
	Iteration 35Q: 3 clusters Score -9496089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -9496086.000000 Penalty: 5561.618652
	Iteration 36Q: 3 clusters Score -9496086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -9496092.000000 Penalty: 5561.618652
	Iteration 37Q: 3 clusters Score -9496092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -9496099.000000 Penalty: 5561.618652
	Iteration 38Q: 3 clusters Score -9496099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -9496096.000000 Penalty: 5561.618652
	Iteration 39Q: 3 clusters Score -9496096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -9496101.000000 Penalty: 5561.618652
	Iteration 40F: 3 clusters Score -9496101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -9496105.000000 Penalty: 5561.618652
	Iteration 41Q: 3 clusters Score -9496105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -9496100.000000 Penalty: 5561.618652
	Iteration 42Q: 3 clusters Score -9496100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -9496096.000000 Penalty: 5561.618652
	Iteration 43Q: 3 clusters Score -9496096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -9496104.000000 Penalty: 5561.618652
	Iteration 44Q: 3 clusters Score -9496104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 67872 members 
Entering Unmasked Estep 
Score: -9496113.000000 Penalty: 5561.618652
	Iteration 45Q: 3 clusters Score -9496113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -9496110.000000 Penalty: 5561.618652
	Iteration 46Q: 3 clusters Score -9496110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -9496126.000000 Penalty: 5561.618652
	Iteration 47Q: 3 clusters Score -9496126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -9496127.000000 Penalty: 5561.618652
	Iteration 48Q: 3 clusters Score -9496127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -9496134.000000 Penalty: 5561.618652
	Iteration 49Q: 3 clusters Score -9496134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -9496129.000000 Penalty: 5561.618652
	Iteration 50Q: 3 clusters Score -9496129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -9496119.000000 Penalty: 5561.618652
	Iteration 51Q: 3 clusters Score -9496119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -9496126.000000 Penalty: 5561.618652
	Iteration 52Q: 3 clusters Score -9496126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -9496142.000000 Penalty: 5561.618652
	Iteration 53Q: 3 clusters Score -9496142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -9496143.000000 Penalty: 5561.618652
	Iteration 54Q: 3 clusters Score -9496143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -9496125.000000 Penalty: 5561.618652
	Iteration 55Q: 3 clusters Score -9496125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -9496136.000000 Penalty: 5561.618652
	Iteration 56Q: 3 clusters Score -9496136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -9496134.000000 Penalty: 5561.618652
	Iteration 57Q: 3 clusters Score -9496134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -9496145.000000 Penalty: 5561.618652
	Iteration 58Q: 3 clusters Score -9496145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -9496154.000000 Penalty: 5561.618652
	Iteration 59Q: 3 clusters Score -9496154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -9496159.000000 Penalty: 5561.618652
	Iteration 60F: 3 clusters Score -9496159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -9496146.000000 Penalty: 5561.618652
	Iteration 61Q: 3 clusters Score -9496146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -9496148.000000 Penalty: 5561.618652
	Iteration 62Q: 3 clusters Score -9496148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -9496153.000000 Penalty: 5561.618652
	Iteration 63Q: 3 clusters Score -9496153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -9496156.000000 Penalty: 5561.618652
	Iteration 64Q: 3 clusters Score -9496156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -9496150.000000 Penalty: 5561.618652
	Iteration 65Q: 3 clusters Score -9496150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -9496161.000000 Penalty: 5561.618652
	Iteration 66Q: 3 clusters Score -9496161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -9496162.000000 Penalty: 5561.618652
	Iteration 67Q: 3 clusters Score -9496162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -9496158.000000 Penalty: 5561.618652
	Iteration 68Q: 3 clusters Score -9496158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -9496165.000000 Penalty: 5561.618652
	Iteration 69Q: 3 clusters Score -9496165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -9496161.000000 Penalty: 5561.618652
	Iteration 70Q: 3 clusters Score -9496161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -9496151.000000 Penalty: 5561.618652
	Iteration 71Q: 3 clusters Score -9496151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -9496151.000000 Penalty: 5561.618652
	Iteration 72F: 3 clusters Score -9496151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (151619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151619 members 
Entering Unmasked Estep 
Score: -19427600.000000 Penalty: 2958.423096
	Iteration 0F: 2 clusters Score -1.94276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -19327010.000000 Penalty: 5916.846191
	Iteration 0F: 3 clusters Score -1.932701e+07 nChanged 72258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -19368598.000000 Penalty: 5916.846191
	Iteration 1F: 3 clusters Score -1.93686e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -19369668.000000 Penalty: 5916.846191
	Iteration 2Q: 3 clusters Score -1.936967e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -19370900.000000 Penalty: 5916.846191
	Iteration 3Q: 3 clusters Score -1.93709e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -19372642.000000 Penalty: 5916.846191
	Iteration 4Q: 3 clusters Score -1.937264e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -19375124.000000 Penalty: 5916.846191
	Iteration 5Q: 3 clusters Score -1.937512e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -19379246.000000 Penalty: 5916.846191
	Iteration 6F: 3 clusters Score -1.937925e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -19385752.000000 Penalty: 5916.846191
	Iteration 7F: 3 clusters Score -1.938575e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -19394738.000000 Penalty: 5916.846191
	Iteration 8F: 3 clusters Score -1.939474e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -19403602.000000 Penalty: 5916.846191
	Iteration 9F: 3 clusters Score -1.94036e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 115139 members 
Entering Unmasked Estep 
Score: -19409796.000000 Penalty: 5916.846191
	Iteration 10F: 3 clusters Score -1.94098e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 118002 members 
Entering Unmasked Estep 
Score: -19412924.000000 Penalty: 5916.846191
	Iteration 11Q: 3 clusters Score -1.941292e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 120474 members 
Entering Unmasked Estep 
Score: -19414940.000000 Penalty: 5916.846191
	Iteration 12Q: 3 clusters Score -1.941494e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -19416420.000000 Penalty: 5916.846191
	Iteration 13Q: 3 clusters Score -1.941642e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -19417614.000000 Penalty: 5916.846191
	Iteration 14Q: 3 clusters Score -1.941761e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 126300 members 
Entering Unmasked Estep 
Score: -19418728.000000 Penalty: 5916.846191
	Iteration 15Q: 3 clusters Score -1.941873e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -19419484.000000 Penalty: 5916.846191
	Iteration 16Q: 3 clusters Score -1.941948e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -19420118.000000 Penalty: 5916.846191
	Iteration 17Q: 3 clusters Score -1.942012e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -19420548.000000 Penalty: 5916.846191
	Iteration 18Q: 3 clusters Score -1.942055e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 131576 members 
Entering Unmasked Estep 
Score: -19420844.000000 Penalty: 5916.846191
	Iteration 19Q: 3 clusters Score -1.942084e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 132575 members 
Entering Unmasked Estep 
Score: -19421080.000000 Penalty: 5916.846191
	Iteration 20F: 3 clusters Score -1.942108e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 133518 members 
Entering Unmasked Estep 
Score: -19421310.000000 Penalty: 5916.846191
	Iteration 21Q: 3 clusters Score -1.942131e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 134391 members 
Entering Unmasked Estep 
Score: -19421582.000000 Penalty: 5916.846191
	Iteration 22Q: 3 clusters Score -1.942158e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 135195 members 
Entering Unmasked Estep 
Score: -19421686.000000 Penalty: 5916.846191
	Iteration 23Q: 3 clusters Score -1.942169e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
Score: -19421826.000000 Penalty: 5916.846191
	Iteration 24Q: 3 clusters Score -1.942183e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 136590 members 
Entering Unmasked Estep 
Score: -19421930.000000 Penalty: 5916.846191
	Iteration 25Q: 3 clusters Score -1.942193e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -19422012.000000 Penalty: 5916.846191
	Iteration 26Q: 3 clusters Score -1.942201e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -19422118.000000 Penalty: 5916.846191
	Iteration 27Q: 3 clusters Score -1.942212e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 138582 members 
Entering Unmasked Estep 
Score: -19422218.000000 Penalty: 5916.846191
	Iteration 28Q: 3 clusters Score -1.942222e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 139189 members 
Entering Unmasked Estep 
Score: -19422268.000000 Penalty: 5916.846191
	Iteration 29Q: 3 clusters Score -1.942227e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -19422398.000000 Penalty: 5916.846191
	Iteration 30Q: 3 clusters Score -1.94224e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 140363 members 
Entering Unmasked Estep 
Score: -19422490.000000 Penalty: 5916.846191
	Iteration 31Q: 3 clusters Score -1.942249e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -19422630.000000 Penalty: 5916.846191
	Iteration 32Q: 3 clusters Score -1.942263e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -19422772.000000 Penalty: 5916.846191
	Iteration 33Q: 3 clusters Score -1.942277e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -19422858.000000 Penalty: 5916.846191
	Iteration 34Q: 3 clusters Score -1.942286e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 142556 members 
Entering Unmasked Estep 
Score: -19422962.000000 Penalty: 5916.846191
	Iteration 35Q: 3 clusters Score -1.942296e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 143053 members 
Entering Unmasked Estep 
Score: -19423080.000000 Penalty: 5916.846191
	Iteration 36Q: 3 clusters Score -1.942308e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -19423242.000000 Penalty: 5916.846191
	Iteration 37Q: 3 clusters Score -1.942324e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 144035 members 
Entering Unmasked Estep 
Score: -19423384.000000 Penalty: 5916.846191
	Iteration 38Q: 3 clusters Score -1.942338e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 144518 members 
Entering Unmasked Estep 
Score: -19423512.000000 Penalty: 5916.846191
	Iteration 39Q: 3 clusters Score -1.942351e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -19423596.000000 Penalty: 5916.846191
	Iteration 40F: 3 clusters Score -1.94236e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 145333 members 
Entering Unmasked Estep 
Score: -19423604.000000 Penalty: 5916.846191
	Iteration 41Q: 3 clusters Score -1.94236e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -19423726.000000 Penalty: 5916.846191
	Iteration 42Q: 3 clusters Score -1.942373e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -19423818.000000 Penalty: 5916.846191
	Iteration 43Q: 3 clusters Score -1.942382e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 146387 members 
Entering Unmasked Estep 
Score: -19423922.000000 Penalty: 5916.846191
	Iteration 44Q: 3 clusters Score -1.942392e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 146703 members 
Entering Unmasked Estep 
Score: -19423974.000000 Penalty: 5916.846191
	Iteration 45Q: 3 clusters Score -1.942397e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 147003 members 
Entering Unmasked Estep 
Score: -19424076.000000 Penalty: 5916.846191
	Iteration 46Q: 3 clusters Score -1.942408e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -19424228.000000 Penalty: 5916.846191
	Iteration 47Q: 3 clusters Score -1.942423e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -19424276.000000 Penalty: 5916.846191
	Iteration 48Q: 3 clusters Score -1.942428e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 147841 members 
Entering Unmasked Estep 
Score: -19424320.000000 Penalty: 5916.846191
	Iteration 49Q: 3 clusters Score -1.942432e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 148073 members 
Entering Unmasked Estep 
Score: -19424362.000000 Penalty: 5916.846191
	Iteration 50Q: 3 clusters Score -1.942436e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 148303 members 
Entering Unmasked Estep 
Score: -19424374.000000 Penalty: 5916.846191
	Iteration 51Q: 3 clusters Score -1.942437e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -19424454.000000 Penalty: 5916.846191
	Iteration 52Q: 3 clusters Score -1.942445e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 148695 members 
Entering Unmasked Estep 
Score: -19424502.000000 Penalty: 5916.846191
	Iteration 53Q: 3 clusters Score -1.94245e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 148865 members 
Entering Unmasked Estep 
Score: -19424584.000000 Penalty: 5916.846191
	Iteration 54Q: 3 clusters Score -1.942458e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -19424616.000000 Penalty: 5916.846191
	Iteration 55Q: 3 clusters Score -1.942462e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -19424646.000000 Penalty: 5916.846191
	Iteration 56Q: 3 clusters Score -1.942465e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 149358 members 
Entering Unmasked Estep 
Score: -19424712.000000 Penalty: 5916.846191
	Iteration 57Q: 3 clusters Score -1.942471e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -19424770.000000 Penalty: 5916.846191
	Iteration 58Q: 3 clusters Score -1.942477e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 149633 members 
Entering Unmasked Estep 
Score: -19424800.000000 Penalty: 5916.846191
	Iteration 59Q: 3 clusters Score -1.94248e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 149763 members 
Entering Unmasked Estep 
Score: -19424826.000000 Penalty: 5916.846191
	Iteration 60F: 3 clusters Score -1.942483e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 149885 members 
Entering Unmasked Estep 
Score: -19424884.000000 Penalty: 5916.846191
	Iteration 61Q: 3 clusters Score -1.942488e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -19424900.000000 Penalty: 5916.846191
	Iteration 62Q: 3 clusters Score -1.94249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -19424948.000000 Penalty: 5916.846191
	Iteration 63Q: 3 clusters Score -1.942495e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -19424988.000000 Penalty: 5916.846191
	Iteration 64Q: 3 clusters Score -1.942499e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -19424972.000000 Penalty: 5916.846191
	Iteration 65Q: 3 clusters Score -1.942497e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 150228 members 
Entering Unmasked Estep 
Score: -19425020.000000 Penalty: 5916.846191
	Iteration 66Q: 3 clusters Score -1.942502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -19425018.000000 Penalty: 5916.846191
	Iteration 67Q: 3 clusters Score -1.942502e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -19425006.000000 Penalty: 5916.846191
	Iteration 68Q: 3 clusters Score -1.942501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -19425028.000000 Penalty: 5916.846191
	Iteration 69Q: 3 clusters Score -1.942503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -19425058.000000 Penalty: 5916.846191
	Iteration 70Q: 3 clusters Score -1.942506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -19425054.000000 Penalty: 5916.846191
	Iteration 71Q: 3 clusters Score -1.942505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 150424 members 
Entering Unmasked Estep 
Score: -19425076.000000 Penalty: 5916.846191
	Iteration 72Q: 3 clusters Score -1.942508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 150454 members 
Entering Unmasked Estep 
Score: -19425070.000000 Penalty: 5916.846191
	Iteration 73Q: 3 clusters Score -1.942507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 150480 members 
Entering Unmasked Estep 
Score: -19425074.000000 Penalty: 5916.846191
	Iteration 74Q: 3 clusters Score -1.942507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -19425124.000000 Penalty: 5916.846191
	Iteration 75Q: 3 clusters Score -1.942512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 150526 members 
Entering Unmasked Estep 
Score: -19425124.000000 Penalty: 5916.846191
	Iteration 76Q: 3 clusters Score -1.942512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 150546 members 
Entering Unmasked Estep 
Score: -19425140.000000 Penalty: 5916.846191
	Iteration 77Q: 3 clusters Score -1.942514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 150558 members 
Entering Unmasked Estep 
Score: -19425146.000000 Penalty: 5916.846191
	Iteration 78Q: 3 clusters Score -1.942515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -19425152.000000 Penalty: 5916.846191
	Iteration 79Q: 3 clusters Score -1.942515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 150587 members 
Entering Unmasked Estep 
Score: -19425156.000000 Penalty: 5916.846191
	Iteration 80F: 3 clusters Score -1.942516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 150594 members 
Entering Unmasked Estep 
Score: -19425152.000000 Penalty: 5916.846191
	Iteration 81Q: 3 clusters Score -1.942515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 150603 members 
Entering Unmasked Estep 
Score: -19425136.000000 Penalty: 5916.846191
	Iteration 82Q: 3 clusters Score -1.942514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 150613 members 
Entering Unmasked Estep 
Score: -19425142.000000 Penalty: 5916.846191
	Iteration 83Q: 3 clusters Score -1.942514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 150625 members 
Entering Unmasked Estep 
Score: -19425172.000000 Penalty: 5916.846191
	Iteration 84Q: 3 clusters Score -1.942517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 150632 members 
Entering Unmasked Estep 
Score: -19425186.000000 Penalty: 5916.846191
	Iteration 85Q: 3 clusters Score -1.942519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 150642 members 
Entering Unmasked Estep 
Score: -19425172.000000 Penalty: 5916.846191
	Iteration 86Q: 3 clusters Score -1.942517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -19425168.000000 Penalty: 5916.846191
	Iteration 87Q: 3 clusters Score -1.942517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 150653 members 
Entering Unmasked Estep 
Score: -19425172.000000 Penalty: 5916.846191
	Iteration 88Q: 3 clusters Score -1.942517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -19425176.000000 Penalty: 5916.846191
	Iteration 89Q: 3 clusters Score -1.942518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -19425172.000000 Penalty: 5916.846191
	Iteration 90Q: 3 clusters Score -1.942517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -19425184.000000 Penalty: 5916.846191
	Iteration 91Q: 3 clusters Score -1.942518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -19425188.000000 Penalty: 5916.846191
	Iteration 92Q: 3 clusters Score -1.942519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 150667 members 
Entering Unmasked Estep 
Score: -19425182.000000 Penalty: 5916.846191
	Iteration 93Q: 3 clusters Score -1.942518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -19425180.000000 Penalty: 5916.846191
	Iteration 94Q: 3 clusters Score -1.942518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 150667 members 
Entering Unmasked Estep 
Score: -19425184.000000 Penalty: 5916.846191
	Iteration 95Q: 3 clusters Score -1.942518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -19425186.000000 Penalty: 5916.846191
	Iteration 96Q: 3 clusters Score -1.942519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -19425186.000000 Penalty: 5916.846191
	Iteration 97F: 3 clusters Score -1.942519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -92573.945312 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -92573.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90792.945312 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -90792.95 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91289.867188 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -91289.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91570.078125 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -91570.08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92197.640625 Penalty: 3358.879883
	Iteration 3F: 3 clusters Score -92197.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92607.812500 Penalty: 3358.879883
	Iteration 4F: 3 clusters Score -92607.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -92898.734375 Penalty: 3358.879883
	Iteration 5F: 3 clusters Score -92898.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -93069.570312 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -93069.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -93303.468750 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -93303.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -93319.101562 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -93319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -93323.632812 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -93323.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -93331.890625 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -93331.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -93348.507812 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -93348.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93350.210938 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -93350.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93350.210938 Penalty: 3358.879883
	Iteration 13F: 3 clusters Score -93350.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22692 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 74083 members 
Mstep: Class 15 contains 151619 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 172084 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
Score: -98277856.000000 Penalty: 70669.984375
Splitting cluster 16 changes total score from -98278728.000000 to -98277856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (172084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172084 members 
Entering Unmasked Estep 
Score: -22074774.000000 Penalty: 2989.823242
	Iteration 0F: 2 clusters Score -2.207477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -21961822.000000 Penalty: 5979.646484
	Iteration 0F: 3 clusters Score -2.196182e+07 nChanged 82304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -22009344.000000 Penalty: 5979.646484
	Iteration 1F: 3 clusters Score -2.200934e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -22010314.000000 Penalty: 5979.646484
	Iteration 2Q: 3 clusters Score -2.201031e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -22011626.000000 Penalty: 5979.646484
	Iteration 3Q: 3 clusters Score -2.201163e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -22013472.000000 Penalty: 5979.646484
	Iteration 4Q: 3 clusters Score -2.201347e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -22017244.000000 Penalty: 5979.646484
	Iteration 5Q: 3 clusters Score -2.201724e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -22024128.000000 Penalty: 5979.646484
	Iteration 6F: 3 clusters Score -2.202413e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -22035568.000000 Penalty: 5979.646484
	Iteration 7F: 3 clusters Score -2.203557e+07 nChanged 15028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 144262 members 
Entering Unmasked Estep 
Score: -22050038.000000 Penalty: 5979.646484
	Iteration 8F: 3 clusters Score -2.205004e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -22061388.000000 Penalty: 5979.646484
	Iteration 9F: 3 clusters Score -2.206139e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -22067060.000000 Penalty: 5979.646484
	Iteration 10Q: 3 clusters Score -2.206706e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -22069454.000000 Penalty: 5979.646484
	Iteration 11Q: 3 clusters Score -2.206945e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -22070668.000000 Penalty: 5979.646484
	Iteration 12Q: 3 clusters Score -2.207067e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -22071152.000000 Penalty: 5979.646484
	Iteration 13Q: 3 clusters Score -2.207115e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -22071374.000000 Penalty: 5979.646484
	Iteration 14Q: 3 clusters Score -2.207137e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -22071602.000000 Penalty: 5979.646484
	Iteration 15Q: 3 clusters Score -2.20716e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 169667 members 
Entering Unmasked Estep 
Score: -22071828.000000 Penalty: 5979.646484
	Iteration 16Q: 3 clusters Score -2.207183e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 169986 members 
Entering Unmasked Estep 
Score: -22071936.000000 Penalty: 5979.646484
	Iteration 17Q: 3 clusters Score -2.207194e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -22072038.000000 Penalty: 5979.646484
	Iteration 18Q: 3 clusters Score -2.207204e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 170429 members 
Entering Unmasked Estep 
Score: -22072134.000000 Penalty: 5979.646484
	Iteration 19Q: 3 clusters Score -2.207213e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -22072140.000000 Penalty: 5979.646484
	Iteration 20F: 3 clusters Score -2.207214e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -22072186.000000 Penalty: 5979.646484
	Iteration 21Q: 3 clusters Score -2.207219e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -22072206.000000 Penalty: 5979.646484
	Iteration 22Q: 3 clusters Score -2.207221e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 170816 members 
Entering Unmasked Estep 
Score: -22072238.000000 Penalty: 5979.646484
	Iteration 23Q: 3 clusters Score -2.207224e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 170881 members 
Entering Unmasked Estep 
Score: -22072296.000000 Penalty: 5979.646484
	Iteration 24Q: 3 clusters Score -2.20723e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -22072294.000000 Penalty: 5979.646484
	Iteration 25Q: 3 clusters Score -2.207229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -22072302.000000 Penalty: 5979.646484
	Iteration 26Q: 3 clusters Score -2.20723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -22072306.000000 Penalty: 5979.646484
	Iteration 27Q: 3 clusters Score -2.207231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -22072300.000000 Penalty: 5979.646484
	Iteration 28Q: 3 clusters Score -2.20723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -22072288.000000 Penalty: 5979.646484
	Iteration 29Q: 3 clusters Score -2.207229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 171095 members 
Entering Unmasked Estep 
Score: -22072314.000000 Penalty: 5979.646484
	Iteration 30Q: 3 clusters Score -2.207231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -22072318.000000 Penalty: 5979.646484
	Iteration 31Q: 3 clusters Score -2.207232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -22072312.000000 Penalty: 5979.646484
	Iteration 32Q: 3 clusters Score -2.207231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -22072304.000000 Penalty: 5979.646484
	Iteration 33Q: 3 clusters Score -2.20723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -22072306.000000 Penalty: 5979.646484
	Iteration 34Q: 3 clusters Score -2.207231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -22072312.000000 Penalty: 5979.646484
	Iteration 35Q: 3 clusters Score -2.207231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -22072290.000000 Penalty: 5979.646484
	Iteration 36Q: 3 clusters Score -2.207229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 171198 members 
Entering Unmasked Estep 
Score: -22072304.000000 Penalty: 5979.646484
	Iteration 37Q: 3 clusters Score -2.20723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -22072306.000000 Penalty: 5979.646484
	Iteration 38Q: 3 clusters Score -2.207231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 171211 members 
Entering Unmasked Estep 
Score: -22072298.000000 Penalty: 5979.646484
	Iteration 39Q: 3 clusters Score -2.20723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 171218 members 
Entering Unmasked Estep 
Score: -22072320.000000 Penalty: 5979.646484
	Iteration 40F: 3 clusters Score -2.207232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 171225 members 
Entering Unmasked Estep 
Score: -22072310.000000 Penalty: 5979.646484
	Iteration 41Q: 3 clusters Score -2.207231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -22072308.000000 Penalty: 5979.646484
	Iteration 42Q: 3 clusters Score -2.207231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 171230 members 
Entering Unmasked Estep 
Score: -22072322.000000 Penalty: 5979.646484
	Iteration 43Q: 3 clusters Score -2.207232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 171231 members 
Entering Unmasked Estep 
Score: -22072326.000000 Penalty: 5979.646484
	Iteration 44Q: 3 clusters Score -2.207233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 171233 members 
Entering Unmasked Estep 
Score: -22072302.000000 Penalty: 5979.646484
	Iteration 45Q: 3 clusters Score -2.20723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -22072300.000000 Penalty: 5979.646484
	Iteration 46Q: 3 clusters Score -2.20723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -22072300.000000 Penalty: 5979.646484
	Iteration 47F: 3 clusters Score -2.20723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Entering Unmasked Estep 
Score: -828301.500000 Penalty: 2186.726562
	Iteration 0F: 2 clusters Score -828301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -822680.812500 Penalty: 4373.453125
	Iteration 0F: 3 clusters Score -822680.8 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -824043.687500 Penalty: 4373.453125
	Iteration 1F: 3 clusters Score -824043.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -824283.937500 Penalty: 4373.453125
	Iteration 2F: 3 clusters Score -824283.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -824469.875000 Penalty: 4373.453125
	Iteration 3Q: 3 clusters Score -824469.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -824671.125000 Penalty: 4373.453125
	Iteration 4Q: 3 clusters Score -824671.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -824899.875000 Penalty: 4373.453125
	Iteration 5Q: 3 clusters Score -824899.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -825105.937500 Penalty: 4373.453125
	Iteration 6Q: 3 clusters Score -825105.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -825289.625000 Penalty: 4373.453125
	Iteration 7Q: 3 clusters Score -825289.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -825451.500000 Penalty: 4373.453125
	Iteration 8Q: 3 clusters Score -825451.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -825629.750000 Penalty: 4373.453125
	Iteration 9Q: 3 clusters Score -825629.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -825832.812500 Penalty: 4373.453125
	Iteration 10Q: 3 clusters Score -825832.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -826023.375000 Penalty: 4373.453125
	Iteration 11Q: 3 clusters Score -826023.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -826162.875000 Penalty: 4373.453125
	Iteration 12Q: 3 clusters Score -826162.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -826297.812500 Penalty: 4373.453125
	Iteration 13Q: 3 clusters Score -826297.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -826422.000000 Penalty: 4373.453125
	Iteration 14Q: 3 clusters Score -826422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -826536.000000 Penalty: 4373.453125
	Iteration 15Q: 3 clusters Score -826536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -826623.625000 Penalty: 4373.453125
	Iteration 16Q: 3 clusters Score -826623.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -826690.812500 Penalty: 4373.453125
	Iteration 17Q: 3 clusters Score -826690.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -826742.937500 Penalty: 4373.453125
	Iteration 18Q: 3 clusters Score -826742.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -826784.437500 Penalty: 4373.453125
	Iteration 19Q: 3 clusters Score -826784.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -826822.375000 Penalty: 4373.453125
	Iteration 20F: 3 clusters Score -826822.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -826850.000000 Penalty: 4373.453125
	Iteration 21Q: 3 clusters Score -826850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -826873.562500 Penalty: 4373.453125
	Iteration 22Q: 3 clusters Score -826873.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -826895.375000 Penalty: 4373.453125
	Iteration 23Q: 3 clusters Score -826895.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -826915.625000 Penalty: 4373.453125
	Iteration 24Q: 3 clusters Score -826915.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -826929.875000 Penalty: 4373.453125
	Iteration 25Q: 3 clusters Score -826929.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -826940.312500 Penalty: 4373.453125
	Iteration 26Q: 3 clusters Score -826940.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -826950.000000 Penalty: 4373.453125
	Iteration 27Q: 3 clusters Score -826950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -826958.312500 Penalty: 4373.453125
	Iteration 28Q: 3 clusters Score -826958.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -826962.937500 Penalty: 4373.453125
	Iteration 29Q: 3 clusters Score -826962.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -826972.812500 Penalty: 4373.453125
	Iteration 30Q: 3 clusters Score -826972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -826977.812500 Penalty: 4373.453125
	Iteration 31Q: 3 clusters Score -826977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -826980.812500 Penalty: 4373.453125
	Iteration 32Q: 3 clusters Score -826980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -826985.437500 Penalty: 4373.453125
	Iteration 33Q: 3 clusters Score -826985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -826992.625000 Penalty: 4373.453125
	Iteration 34Q: 3 clusters Score -826992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -826998.562500 Penalty: 4373.453125
	Iteration 35Q: 3 clusters Score -826998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -827005.187500 Penalty: 4373.453125
	Iteration 36Q: 3 clusters Score -827005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -827009.750000 Penalty: 4373.453125
	Iteration 37Q: 3 clusters Score -827009.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -827019.937500 Penalty: 4373.453125
	Iteration 38Q: 3 clusters Score -827019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -827032.625000 Penalty: 4373.453125
	Iteration 39Q: 3 clusters Score -827032.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -827039.125000 Penalty: 4373.453125
	Iteration 40F: 3 clusters Score -827039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -827039.937500 Penalty: 4373.453125
	Iteration 41Q: 3 clusters Score -827039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -827043.000000 Penalty: 4373.453125
	Iteration 42Q: 3 clusters Score -827043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -827044.062500 Penalty: 4373.453125
	Iteration 43Q: 3 clusters Score -827044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -827045.250000 Penalty: 4373.453125
	Iteration 44Q: 3 clusters Score -827045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -827046.875000 Penalty: 4373.453125
	Iteration 45Q: 3 clusters Score -827046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -827047.562500 Penalty: 4373.453125
	Iteration 46Q: 3 clusters Score -827047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -827050.062500 Penalty: 4373.453125
	Iteration 47Q: 3 clusters Score -827050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -827048.750000 Penalty: 4373.453125
	Iteration 48Q: 3 clusters Score -827048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -827049.062500 Penalty: 4373.453125
	Iteration 49Q: 3 clusters Score -827049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -827050.750000 Penalty: 4373.453125
	Iteration 50Q: 3 clusters Score -827050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -827050.750000 Penalty: 4373.453125
	Iteration 51F: 3 clusters Score -827050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -53604.753906 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -53604.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52091.359375 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -52091.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52312.218750 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -52312.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52383.496094 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -52383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52410.812500 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -52410.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52432.625000 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -52432.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52456.105469 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -52456.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52469.058594 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -52469.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52481.160156 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -52481.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52484.281250 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -52484.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52488.953125 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -52488.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52489.488281 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -52489.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52489.488281 Penalty: 3100.944336
	Iteration 11F: 3 clusters Score -52489.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Entering Unmasked Estep 
Score: -3122770.500000 Penalty: 2502.569092
	Iteration 0F: 2 clusters Score -3122770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3106053.000000 Penalty: 5005.138184
	Iteration 0F: 3 clusters Score -3106053 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3111701.250000 Penalty: 5005.138184
	Iteration 1F: 3 clusters Score -3111701 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3112098.500000 Penalty: 5005.138184
	Iteration 2Q: 3 clusters Score -3112098 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3112419.000000 Penalty: 5005.138184
	Iteration 3Q: 3 clusters Score -3112419 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3112759.750000 Penalty: 5005.138184
	Iteration 4Q: 3 clusters Score -3112760 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3113152.250000 Penalty: 5005.138184
	Iteration 5Q: 3 clusters Score -3113152 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3113672.250000 Penalty: 5005.138184
	Iteration 6Q: 3 clusters Score -3113672 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3114413.000000 Penalty: 5005.138184
	Iteration 7F: 3 clusters Score -3114413 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3115516.500000 Penalty: 5005.138184
	Iteration 8F: 3 clusters Score -3115516 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3116881.750000 Penalty: 5005.138184
	Iteration 9F: 3 clusters Score -3116882 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3118286.000000 Penalty: 5005.138184
	Iteration 10F: 3 clusters Score -3118286 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3119375.000000 Penalty: 5005.138184
	Iteration 11Q: 3 clusters Score -3119375 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3120004.500000 Penalty: 5005.138184
	Iteration 12Q: 3 clusters Score -3120004 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3120296.250000 Penalty: 5005.138184
	Iteration 13Q: 3 clusters Score -3120296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3120415.250000 Penalty: 5005.138184
	Iteration 14Q: 3 clusters Score -3120415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3120485.000000 Penalty: 5005.138184
	Iteration 15Q: 3 clusters Score -3120485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3120536.000000 Penalty: 5005.138184
	Iteration 16Q: 3 clusters Score -3120536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3120555.750000 Penalty: 5005.138184
	Iteration 17Q: 3 clusters Score -3120556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3120577.750000 Penalty: 5005.138184
	Iteration 18Q: 3 clusters Score -3120578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3120579.250000 Penalty: 5005.138184
	Iteration 19Q: 3 clusters Score -3120579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3120578.750000 Penalty: 5005.138184
	Iteration 20F: 3 clusters Score -3120579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22692 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 74083 members 
Mstep: Class 15 contains 151619 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172084 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278712.000000 Penalty: 67304.742188
Iteration 199Q: 21 clusters Score -9.827871e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172781 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22699 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17898 members 
Mstep: Class 14 contains 74087 members 
Mstep: Class 15 contains 151601 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172078 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 67304.742188
Iteration 200F: 21 clusters Score -9.827866e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172791 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22707 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 76710 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17902 members 
Mstep: Class 14 contains 74092 members 
Mstep: Class 15 contains 151584 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172070 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 67304.742188
Iteration 201Q: 21 clusters Score -9.827866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172798 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22713 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 76710 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17906 members 
Mstep: Class 14 contains 74098 members 
Mstep: Class 15 contains 151566 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172064 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 202Q: 21 clusters Score -9.827869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172800 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4213 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22720 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 76707 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17907 members 
Mstep: Class 14 contains 74105 members 
Mstep: Class 15 contains 151548 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172066 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278712.000000 Penalty: 67304.742188
Iteration 203Q: 21 clusters Score -9.827871e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172802 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22726 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 76709 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17909 members 
Mstep: Class 14 contains 74106 members 
Mstep: Class 15 contains 151526 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172076 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 204Q: 21 clusters Score -9.827873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172810 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22734 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 76711 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17908 members 
Mstep: Class 14 contains 74109 members 
Mstep: Class 15 contains 151497 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172085 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278712.000000 Penalty: 67304.742188
Iteration 205Q: 21 clusters Score -9.827871e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172811 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22735 members 
Mstep: Class 9 contains 11219 members 
Mstep: Class 10 contains 76713 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17911 members 
Mstep: Class 14 contains 74121 members 
Mstep: Class 15 contains 151481 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172084 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278608.000000 Penalty: 67304.742188
Iteration 206Q: 21 clusters Score -9.827861e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172818 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22736 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 76718 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17912 members 
Mstep: Class 14 contains 74133 members 
Mstep: Class 15 contains 151472 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172074 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278616.000000 Penalty: 67304.742188
Iteration 207Q: 21 clusters Score -9.827862e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172823 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22739 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 76722 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17915 members 
Mstep: Class 14 contains 74145 members 
Mstep: Class 15 contains 151466 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172056 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278632.000000 Penalty: 67304.742188
Iteration 208Q: 21 clusters Score -9.827863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172822 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 76723 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17917 members 
Mstep: Class 14 contains 74162 members 
Mstep: Class 15 contains 151457 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172043 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278680.000000 Penalty: 67304.742188
Iteration 209Q: 21 clusters Score -9.827868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172818 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 76725 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17918 members 
Mstep: Class 14 contains 74174 members 
Mstep: Class 15 contains 151446 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172041 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278712.000000 Penalty: 67304.742188
Iteration 210Q: 21 clusters Score -9.827871e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172823 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4213 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 76727 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17919 members 
Mstep: Class 14 contains 74179 members 
Mstep: Class 15 contains 151436 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172032 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 211Q: 21 clusters Score -9.827869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172824 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 76731 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17919 members 
Mstep: Class 14 contains 74187 members 
Mstep: Class 15 contains 151422 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172029 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278696.000000 Penalty: 67304.742188
Iteration 212Q: 21 clusters Score -9.82787e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172823 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4213 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11227 members 
Mstep: Class 10 contains 76734 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 74190 members 
Mstep: Class 15 contains 151414 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172029 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278712.000000 Penalty: 67304.742188
Iteration 213Q: 21 clusters Score -9.827871e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172827 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11229 members 
Mstep: Class 10 contains 76732 members 
Mstep: Class 11 contains 18315 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17922 members 
Mstep: Class 14 contains 74193 members 
Mstep: Class 15 contains 151407 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172035 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 214Q: 21 clusters Score -9.827869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172820 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4210 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22741 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 76732 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 74199 members 
Mstep: Class 15 contains 151405 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172038 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 215Q: 21 clusters Score -9.827873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172819 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4209 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22742 members 
Mstep: Class 9 contains 11229 members 
Mstep: Class 10 contains 76734 members 
Mstep: Class 11 contains 18318 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 74202 members 
Mstep: Class 15 contains 151396 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172038 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 216Q: 21 clusters Score -9.827878e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172815 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22743 members 
Mstep: Class 9 contains 11229 members 
Mstep: Class 10 contains 76735 members 
Mstep: Class 11 contains 18320 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 74209 members 
Mstep: Class 15 contains 151386 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172034 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278744.000000 Penalty: 67304.742188
Iteration 217Q: 21 clusters Score -9.827874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172812 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22743 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 76732 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17936 members 
Mstep: Class 14 contains 74217 members 
Mstep: Class 15 contains 151376 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172040 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278792.000000 Penalty: 67304.742188
Iteration 218Q: 21 clusters Score -9.827879e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172806 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4201 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22743 members 
Mstep: Class 9 contains 11232 members 
Mstep: Class 10 contains 76733 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17939 members 
Mstep: Class 14 contains 74225 members 
Mstep: Class 15 contains 151372 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172039 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 219Q: 21 clusters Score -9.827873e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172808 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4198 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11233 members 
Mstep: Class 10 contains 76735 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17937 members 
Mstep: Class 14 contains 74238 members 
Mstep: Class 15 contains 151356 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172042 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278808.000000 Penalty: 67304.742188
Iteration 220F: 21 clusters Score -9.827881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172811 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 76738 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17941 members 
Mstep: Class 14 contains 74247 members 
Mstep: Class 15 contains 151339 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172045 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278824.000000 Penalty: 67304.742188
Iteration 221Q: 21 clusters Score -9.827882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172805 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 76739 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 74262 members 
Mstep: Class 15 contains 151328 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172048 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278840.000000 Penalty: 67304.742188
Iteration 222Q: 21 clusters Score -9.827884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172803 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 76739 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17943 members 
Mstep: Class 14 contains 74270 members 
Mstep: Class 15 contains 151317 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172047 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 67304.742188
Iteration 223Q: 21 clusters Score -9.827875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172803 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11232 members 
Mstep: Class 10 contains 76740 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 74276 members 
Mstep: Class 15 contains 151305 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172047 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 224Q: 21 clusters Score -9.827873e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172804 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11233 members 
Mstep: Class 10 contains 76740 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 74285 members 
Mstep: Class 15 contains 151295 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172043 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278736.000000 Penalty: 67304.742188
Iteration 225Q: 21 clusters Score -9.827874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172799 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11234 members 
Mstep: Class 10 contains 76742 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 74290 members 
Mstep: Class 15 contains 151292 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172040 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 67304.742188
Iteration 226Q: 21 clusters Score -9.827875e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172796 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 76743 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 74300 members 
Mstep: Class 15 contains 151281 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172041 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278736.000000 Penalty: 67304.742188
Iteration 227Q: 21 clusters Score -9.827874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172791 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 76745 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17950 members 
Mstep: Class 14 contains 74307 members 
Mstep: Class 15 contains 151265 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172048 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 228Q: 21 clusters Score -9.827869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172783 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 76747 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17950 members 
Mstep: Class 14 contains 74313 members 
Mstep: Class 15 contains 151255 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172052 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278696.000000 Penalty: 67304.742188
Iteration 229Q: 21 clusters Score -9.82787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 76748 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 74319 members 
Mstep: Class 15 contains 151245 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172058 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278632.000000 Penalty: 67304.742188
Iteration 230Q: 21 clusters Score -9.827863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172778 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76748 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 74323 members 
Mstep: Class 15 contains 151231 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172065 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278624.000000 Penalty: 67304.742188
Iteration 231Q: 21 clusters Score -9.827862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76747 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 74328 members 
Mstep: Class 15 contains 151223 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172071 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278616.000000 Penalty: 67304.742188
Iteration 232Q: 21 clusters Score -9.827862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76748 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17954 members 
Mstep: Class 14 contains 74329 members 
Mstep: Class 15 contains 151217 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172078 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278632.000000 Penalty: 67304.742188
Iteration 233Q: 21 clusters Score -9.827863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76749 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 74334 members 
Mstep: Class 15 contains 151211 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172075 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278640.000000 Penalty: 67304.742188
Iteration 234Q: 21 clusters Score -9.827864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172774 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76749 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 74339 members 
Mstep: Class 15 contains 151205 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172080 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278648.000000 Penalty: 67304.742188
Iteration 235Q: 21 clusters Score -9.827865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172770 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10496 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76750 members 
Mstep: Class 11 contains 18321 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 74347 members 
Mstep: Class 15 contains 151197 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172082 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 67304.742188
Iteration 236Q: 21 clusters Score -9.827866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172771 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 74353 members 
Mstep: Class 15 contains 151185 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172087 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278624.000000 Penalty: 67304.742188
Iteration 237Q: 21 clusters Score -9.827862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22744 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 74359 members 
Mstep: Class 15 contains 151173 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172089 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 67304.742188
Iteration 238Q: 21 clusters Score -9.827866e+07 nChanged 31
Entering ConstructFrom: 
Score: -98278656.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -467745.750000 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -467745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -463907.531250 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -463907.5 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -464769.937500 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -464769.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -464965.718750 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -464965.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -465084.093750 Penalty: 4083.158203
	Iteration 3F: 3 clusters Score -465084.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -465176.531250 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -465176.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -465256.687500 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -465256.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -465347.156250 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -465347.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -465457.687500 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -465457.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -465589.812500 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -465589.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -465720.968750 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -465721 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -465870.625000 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -465870.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -465991.406250 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -465991.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -466096.281250 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -466096.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -466197.218750 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -466197.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -466285.062500 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -466285.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -466348.093750 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -466348.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -466388.062500 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -466388.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -466417.343750 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -466417.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -466437.125000 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -466437.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -466449.031250 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -466449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -466455.906250 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -466455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -466462.593750 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -466462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -466466.843750 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -466466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -466474.156250 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -466474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -466481.812500 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -466481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -466492.937500 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -466492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -466505.218750 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -466505.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -466512.406250 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -466512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -466515.125000 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -466515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -466518.750000 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -466518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -466520.562500 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -466520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -466521.750000 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -466521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -466523.437500 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -466523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -466525.625000 Penalty: 4083.158203
	Iteration 33Q: 3 clusters Score -466525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -466530.843750 Penalty: 4083.158203
	Iteration 34Q: 3 clusters Score -466530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -466535.531250 Penalty: 4083.158203
	Iteration 35Q: 3 clusters Score -466535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -466537.718750 Penalty: 4083.158203
	Iteration 36Q: 3 clusters Score -466537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -466539.125000 Penalty: 4083.158203
	Iteration 37Q: 3 clusters Score -466539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -466540.500000 Penalty: 4083.158203
	Iteration 38Q: 3 clusters Score -466540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -466540.500000 Penalty: 4083.158203
	Iteration 39F: 3 clusters Score -466540.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Entering Unmasked Estep 
Score: -22154768.000000 Penalty: 2990.814209
	Iteration 0F: 2 clusters Score -2.215477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -22040946.000000 Penalty: 5981.628418
	Iteration 0F: 3 clusters Score -2.204095e+07 nChanged 82702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -22089210.000000 Penalty: 5981.628418
	Iteration 1F: 3 clusters Score -2.208921e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -22090866.000000 Penalty: 5981.628418
	Iteration 2Q: 3 clusters Score -2.209087e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -22093856.000000 Penalty: 5981.628418
	Iteration 3Q: 3 clusters Score -2.209386e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -22099050.000000 Penalty: 5981.628418
	Iteration 4F: 3 clusters Score -2.209905e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 122830 members 
Entering Unmasked Estep 
Score: -22107924.000000 Penalty: 5981.628418
	Iteration 5F: 3 clusters Score -2.210792e+07 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 138018 members 
Entering Unmasked Estep 
Score: -22121608.000000 Penalty: 5981.628418
	Iteration 6F: 3 clusters Score -2.212161e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -22135934.000000 Penalty: 5981.628418
	Iteration 7F: 3 clusters Score -2.213593e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -22145960.000000 Penalty: 5981.628418
	Iteration 8F: 3 clusters Score -2.214596e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -22150004.000000 Penalty: 5981.628418
	Iteration 9Q: 3 clusters Score -2.215e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 170141 members 
Entering Unmasked Estep 
Score: -22151404.000000 Penalty: 5981.628418
	Iteration 10Q: 3 clusters Score -2.21514e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -22152002.000000 Penalty: 5981.628418
	Iteration 11Q: 3 clusters Score -2.2152e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -22152236.000000 Penalty: 5981.628418
	Iteration 12Q: 3 clusters Score -2.215224e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -22152322.000000 Penalty: 5981.628418
	Iteration 13Q: 3 clusters Score -2.215232e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 171821 members 
Entering Unmasked Estep 
Score: -22152384.000000 Penalty: 5981.628418
	Iteration 14Q: 3 clusters Score -2.215238e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 171893 members 
Entering Unmasked Estep 
Score: -22152424.000000 Penalty: 5981.628418
	Iteration 15Q: 3 clusters Score -2.215242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 171937 members 
Entering Unmasked Estep 
Score: -22152450.000000 Penalty: 5981.628418
	Iteration 16Q: 3 clusters Score -2.215245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 171967 members 
Entering Unmasked Estep 
Score: -22152500.000000 Penalty: 5981.628418
	Iteration 17Q: 3 clusters Score -2.21525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -22152506.000000 Penalty: 5981.628418
	Iteration 18Q: 3 clusters Score -2.215251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -22152512.000000 Penalty: 5981.628418
	Iteration 19Q: 3 clusters Score -2.215251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 172014 members 
Entering Unmasked Estep 
Score: -22152508.000000 Penalty: 5981.628418
	Iteration 20F: 3 clusters Score -2.215251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -22152522.000000 Penalty: 5981.628418
	Iteration 21Q: 3 clusters Score -2.215252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 172039 members 
Entering Unmasked Estep 
Score: -22152546.000000 Penalty: 5981.628418
	Iteration 22Q: 3 clusters Score -2.215255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -22152536.000000 Penalty: 5981.628418
	Iteration 23Q: 3 clusters Score -2.215254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -22152556.000000 Penalty: 5981.628418
	Iteration 24Q: 3 clusters Score -2.215256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -22152552.000000 Penalty: 5981.628418
	Iteration 25Q: 3 clusters Score -2.215255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -22152556.000000 Penalty: 5981.628418
	Iteration 26Q: 3 clusters Score -2.215256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -22152562.000000 Penalty: 5981.628418
	Iteration 27Q: 3 clusters Score -2.215256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 172064 members 
Entering Unmasked Estep 
Score: -22152546.000000 Penalty: 5981.628418
	Iteration 28Q: 3 clusters Score -2.215255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 172072 members 
Entering Unmasked Estep 
Score: -22152558.000000 Penalty: 5981.628418
	Iteration 29Q: 3 clusters Score -2.215256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -22152572.000000 Penalty: 5981.628418
	Iteration 30Q: 3 clusters Score -2.215257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -22152574.000000 Penalty: 5981.628418
	Iteration 31Q: 3 clusters Score -2.215257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -22152572.000000 Penalty: 5981.628418
	Iteration 32Q: 3 clusters Score -2.215257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -22152566.000000 Penalty: 5981.628418
	Iteration 33Q: 3 clusters Score -2.215257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 172084 members 
Entering Unmasked Estep 
Score: -22152562.000000 Penalty: 5981.628418
	Iteration 34Q: 3 clusters Score -2.215256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 172087 members 
Entering Unmasked Estep 
Score: -22152566.000000 Penalty: 5981.628418
	Iteration 35Q: 3 clusters Score -2.215257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -22152570.000000 Penalty: 5981.628418
	Iteration 36Q: 3 clusters Score -2.215257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -22152570.000000 Penalty: 5981.628418
	Iteration 37Q: 3 clusters Score -2.215257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -22152570.000000 Penalty: 5981.628418
	Iteration 38F: 3 clusters Score -2.215257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 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 229 members 
Entering Unmasked Estep 
Score: -43178.261719 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43178.26 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43384.597656 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43384.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43451.695312 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -43451.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43506.699219 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43539.175781 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43539.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43550.839844 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43550.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43566.292969 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -43566.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43572.527344 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -43572.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43578.042969 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -43578.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43594.214844 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -43594.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43611.710938 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -43611.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43639.781250 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -43639.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43664.101562 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -43664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43705.589844 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -43705.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43725.136719 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -43725.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43735.890625 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -43735.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43749.304688 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -43749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43763.152344 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -43763.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43775.214844 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -43775.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43775.214844 Penalty: 3005.324951
	Iteration 19F: 3 clusters Score -43775.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1367859.750000 Penalty: 2296.217041
	Iteration 0F: 2 clusters Score -1367860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1359834.125000 Penalty: 4592.434082
	Iteration 0F: 3 clusters Score -1359834 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1362055.750000 Penalty: 4592.434082
	Iteration 1F: 3 clusters Score -1362056 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1362320.750000 Penalty: 4592.434082
	Iteration 2F: 3 clusters Score -1362321 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1362505.625000 Penalty: 4592.434082
	Iteration 3Q: 3 clusters Score -1362506 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1362655.750000 Penalty: 4592.434082
	Iteration 4Q: 3 clusters Score -1362656 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1362777.250000 Penalty: 4592.434082
	Iteration 5Q: 3 clusters Score -1362777 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1362875.875000 Penalty: 4592.434082
	Iteration 6Q: 3 clusters Score -1362876 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1362964.875000 Penalty: 4592.434082
	Iteration 7Q: 3 clusters Score -1362965 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1363039.375000 Penalty: 4592.434082
	Iteration 8Q: 3 clusters Score -1363039 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1363123.000000 Penalty: 4592.434082
	Iteration 9Q: 3 clusters Score -1363123 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1363233.125000 Penalty: 4592.434082
	Iteration 10Q: 3 clusters Score -1363233 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1363374.375000 Penalty: 4592.434082
	Iteration 11Q: 3 clusters Score -1363374 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1363539.500000 Penalty: 4592.434082
	Iteration 12Q: 3 clusters Score -1363540 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1363762.000000 Penalty: 4592.434082
	Iteration 13Q: 3 clusters Score -1363762 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1364050.375000 Penalty: 4592.434082
	Iteration 14Q: 3 clusters Score -1364050 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1364383.375000 Penalty: 4592.434082
	Iteration 15Q: 3 clusters Score -1364383 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1364734.250000 Penalty: 4592.434082
	Iteration 16Q: 3 clusters Score -1364734 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1365081.000000 Penalty: 4592.434082
	Iteration 17Q: 3 clusters Score -1365081 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1365349.500000 Penalty: 4592.434082
	Iteration 18Q: 3 clusters Score -1365350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1365539.375000 Penalty: 4592.434082
	Iteration 19Q: 3 clusters Score -1365539 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1365649.250000 Penalty: 4592.434082
	Iteration 20F: 3 clusters Score -1365649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1365713.500000 Penalty: 4592.434082
	Iteration 21Q: 3 clusters Score -1365714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1365753.750000 Penalty: 4592.434082
	Iteration 22Q: 3 clusters Score -1365754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1365782.125000 Penalty: 4592.434082
	Iteration 23Q: 3 clusters Score -1365782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1365792.750000 Penalty: 4592.434082
	Iteration 24Q: 3 clusters Score -1365793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1365802.625000 Penalty: 4592.434082
	Iteration 25Q: 3 clusters Score -1365803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1365818.250000 Penalty: 4592.434082
	Iteration 26Q: 3 clusters Score -1365818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1365823.375000 Penalty: 4592.434082
	Iteration 27Q: 3 clusters Score -1365823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1365829.125000 Penalty: 4592.434082
	Iteration 28Q: 3 clusters Score -1365829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1365834.000000 Penalty: 4592.434082
	Iteration 29Q: 3 clusters Score -1365834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1365842.625000 Penalty: 4592.434082
	Iteration 30Q: 3 clusters Score -1365843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1365848.750000 Penalty: 4592.434082
	Iteration 31Q: 3 clusters Score -1365849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1365849.625000 Penalty: 4592.434082
	Iteration 32Q: 3 clusters Score -1365850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1365854.625000 Penalty: 4592.434082
	Iteration 33Q: 3 clusters Score -1365855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1365860.125000 Penalty: 4592.434082
	Iteration 34Q: 3 clusters Score -1365860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1365862.250000 Penalty: 4592.434082
	Iteration 35Q: 3 clusters Score -1365862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1365861.875000 Penalty: 4592.434082
	Iteration 36Q: 3 clusters Score -1365862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1365863.625000 Penalty: 4592.434082
	Iteration 37Q: 3 clusters Score -1365864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1365863.250000 Penalty: 4592.434082
	Iteration 38Q: 3 clusters Score -1365863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1365864.375000 Penalty: 4592.434082
	Iteration 39Q: 3 clusters Score -1365864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1365865.125000 Penalty: 4592.434082
	Iteration 40F: 3 clusters Score -1365865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1365862.625000 Penalty: 4592.434082
	Iteration 41Q: 3 clusters Score -1365863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1365862.625000 Penalty: 4592.434082
	Iteration 42F: 3 clusters Score -1365863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -74656.968750 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -74656.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73017.671875 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -73017.67 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73387.187500 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -73387.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73564.304688 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -73564.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73670.539062 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -73670.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73860.562500 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -73860.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73949.101562 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -73949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73972.312500 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -73972.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73989.078125 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -73989.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73997.570312 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -73997.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74011.875000 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -74011.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74021.289062 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -74021.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74031.125000 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -74031.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74047.664062 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -74047.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74065.835938 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -74065.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -74115.375000 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -74115.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74125.234375 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -74125.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -74132.234375 Penalty: 3237.141602
	Iteration 16Q: 3 clusters Score -74132.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -74132.234375 Penalty: 3237.141602
	Iteration 17F: 3 clusters Score -74132.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -539035.750000 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -539035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -534972.187500 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -534972.2 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -535948.687500 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -535948.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -536153.687500 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -536153.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -536271.437500 Penalty: 4137.458008
	Iteration 3Q: 3 clusters Score -536271.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -536365.687500 Penalty: 4137.458008
	Iteration 4Q: 3 clusters Score -536365.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -536436.500000 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -536436.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -536478.812500 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -536478.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -536521.375000 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -536521.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -536556.562500 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -536556.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -536581.187500 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -536581.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -536602.937500 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -536602.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -536625.562500 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -536625.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -536647.500000 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -536647.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -536670.687500 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -536670.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -536690.875000 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -536690.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -536707.187500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -536707.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -536721.625000 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -536721.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -536737.437500 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -536737.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -536755.687500 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -536755.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -536780.062500 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -536780.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -536802.500000 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -536802.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -536824.437500 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -536824.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -536849.312500 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -536849.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -536865.687500 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -536865.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -536888.250000 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -536888.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -536909.562500 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -536909.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -536933.375000 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -536933.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -536955.000000 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -536955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -536972.687500 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -536972.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -536995.437500 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -536995.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -537010.437500 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -537010.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -537023.687500 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -537023.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -537037.812500 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -537037.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -537056.812500 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -537056.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -537071.812500 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -537071.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -537088.687500 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -537088.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -537105.000000 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -537105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -537118.687500 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -537118.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -537127.250000 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -537127.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -537139.687500 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -537139.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -537151.875000 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -537151.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -537161.375000 Penalty: 4137.458008
	Iteration 41Q: 3 clusters Score -537161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -537164.437500 Penalty: 4137.458008
	Iteration 42Q: 3 clusters Score -537164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -537167.187500 Penalty: 4137.458008
	Iteration 43Q: 3 clusters Score -537167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -537169.812500 Penalty: 4137.458008
	Iteration 44Q: 3 clusters Score -537169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -537172.562500 Penalty: 4137.458008
	Iteration 45Q: 3 clusters Score -537172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -537174.812500 Penalty: 4137.458008
	Iteration 46Q: 3 clusters Score -537174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -537176.062500 Penalty: 4137.458008
	Iteration 47Q: 3 clusters Score -537176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -537179.687500 Penalty: 4137.458008
	Iteration 48Q: 3 clusters Score -537179.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -537181.312500 Penalty: 4137.458008
	Iteration 49Q: 3 clusters Score -537181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -537184.125000 Penalty: 4137.458008
	Iteration 50Q: 3 clusters Score -537184.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -537187.500000 Penalty: 4137.458008
	Iteration 51Q: 3 clusters Score -537187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -537189.687500 Penalty: 4137.458008
	Iteration 52Q: 3 clusters Score -537189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -537191.500000 Penalty: 4137.458008
	Iteration 53Q: 3 clusters Score -537191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -537191.312500 Penalty: 4137.458008
	Iteration 54Q: 3 clusters Score -537191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -537191.250000 Penalty: 4137.458008
	Iteration 55Q: 3 clusters Score -537191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -537192.062500 Penalty: 4137.458008
	Iteration 56Q: 3 clusters Score -537192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -537191.437500 Penalty: 4137.458008
	Iteration 57Q: 3 clusters Score -537191.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -537191.437500 Penalty: 4137.458008
	Iteration 58F: 3 clusters Score -537191.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Entering Unmasked Estep 
Score: -1433725.875000 Penalty: 2326.574463
	Iteration 0F: 2 clusters Score -1433726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1424827.750000 Penalty: 4653.148926
	Iteration 0F: 3 clusters Score -1424828 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1427384.125000 Penalty: 4653.148926
	Iteration 1F: 3 clusters Score -1427384 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1427654.625000 Penalty: 4653.148926
	Iteration 2F: 3 clusters Score -1427655 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1427865.250000 Penalty: 4653.148926
	Iteration 3Q: 3 clusters Score -1427865 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1428040.875000 Penalty: 4653.148926
	Iteration 4Q: 3 clusters Score -1428041 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1428181.750000 Penalty: 4653.148926
	Iteration 5Q: 3 clusters Score -1428182 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1428326.375000 Penalty: 4653.148926
	Iteration 6Q: 3 clusters Score -1428326 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1428469.750000 Penalty: 4653.148926
	Iteration 7Q: 3 clusters Score -1428470 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1428635.375000 Penalty: 4653.148926
	Iteration 8Q: 3 clusters Score -1428635 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1428853.500000 Penalty: 4653.148926
	Iteration 9Q: 3 clusters Score -1428854 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1429125.000000 Penalty: 4653.148926
	Iteration 10Q: 3 clusters Score -1429125 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1429454.375000 Penalty: 4653.148926
	Iteration 11Q: 3 clusters Score -1429454 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1429787.875000 Penalty: 4653.148926
	Iteration 12Q: 3 clusters Score -1429788 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1430110.750000 Penalty: 4653.148926
	Iteration 13Q: 3 clusters Score -1430111 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1430453.750000 Penalty: 4653.148926
	Iteration 14Q: 3 clusters Score -1430454 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1430733.625000 Penalty: 4653.148926
	Iteration 15Q: 3 clusters Score -1430734 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1430962.375000 Penalty: 4653.148926
	Iteration 16Q: 3 clusters Score -1430962 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1431154.625000 Penalty: 4653.148926
	Iteration 17Q: 3 clusters Score -1431155 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1431312.625000 Penalty: 4653.148926
	Iteration 18Q: 3 clusters Score -1431313 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1431443.250000 Penalty: 4653.148926
	Iteration 19Q: 3 clusters Score -1431443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1431527.625000 Penalty: 4653.148926
	Iteration 20F: 3 clusters Score -1431528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1431593.250000 Penalty: 4653.148926
	Iteration 21Q: 3 clusters Score -1431593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1431631.375000 Penalty: 4653.148926
	Iteration 22Q: 3 clusters Score -1431631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1431650.500000 Penalty: 4653.148926
	Iteration 23Q: 3 clusters Score -1431650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1431675.500000 Penalty: 4653.148926
	Iteration 24Q: 3 clusters Score -1431676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1431689.875000 Penalty: 4653.148926
	Iteration 25Q: 3 clusters Score -1431690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1431696.125000 Penalty: 4653.148926
	Iteration 26Q: 3 clusters Score -1431696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1431702.000000 Penalty: 4653.148926
	Iteration 27Q: 3 clusters Score -1431702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1431709.750000 Penalty: 4653.148926
	Iteration 28Q: 3 clusters Score -1431710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1431715.625000 Penalty: 4653.148926
	Iteration 29Q: 3 clusters Score -1431716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1431725.500000 Penalty: 4653.148926
	Iteration 30Q: 3 clusters Score -1431726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1431727.375000 Penalty: 4653.148926
	Iteration 31Q: 3 clusters Score -1431727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1431730.000000 Penalty: 4653.148926
	Iteration 32Q: 3 clusters Score -1431730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1431727.500000 Penalty: 4653.148926
	Iteration 33Q: 3 clusters Score -1431728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1431731.375000 Penalty: 4653.148926
	Iteration 34Q: 3 clusters Score -1431731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1431730.875000 Penalty: 4653.148926
	Iteration 35Q: 3 clusters Score -1431731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1431732.625000 Penalty: 4653.148926
	Iteration 36Q: 3 clusters Score -1431733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1431732.625000 Penalty: 4653.148926
	Iteration 37F: 3 clusters Score -1431733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Entering Unmasked Estep 
Score: -2948845.500000 Penalty: 2487.960938
	Iteration 0F: 2 clusters Score -2948846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2932984.500000 Penalty: 4975.921875
	Iteration 0F: 3 clusters Score -2932984 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2938339.750000 Penalty: 4975.921875
	Iteration 1F: 3 clusters Score -2938340 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2938707.750000 Penalty: 4975.921875
	Iteration 2Q: 3 clusters Score -2938708 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2939018.000000 Penalty: 4975.921875
	Iteration 3Q: 3 clusters Score -2939018 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2939343.500000 Penalty: 4975.921875
	Iteration 4Q: 3 clusters Score -2939344 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2939736.750000 Penalty: 4975.921875
	Iteration 5Q: 3 clusters Score -2939737 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2940251.000000 Penalty: 4975.921875
	Iteration 6Q: 3 clusters Score -2940251 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2940966.000000 Penalty: 4975.921875
	Iteration 7F: 3 clusters Score -2940966 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2941892.750000 Penalty: 4975.921875
	Iteration 8F: 3 clusters Score -2941893 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2943050.500000 Penalty: 4975.921875
	Iteration 9F: 3 clusters Score -2943050 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2944266.500000 Penalty: 4975.921875
	Iteration 10F: 3 clusters Score -2944266 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2945246.250000 Penalty: 4975.921875
	Iteration 11Q: 3 clusters Score -2945246 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2945919.250000 Penalty: 4975.921875
	Iteration 12Q: 3 clusters Score -2945919 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2946274.250000 Penalty: 4975.921875
	Iteration 13Q: 3 clusters Score -2946274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2946456.750000 Penalty: 4975.921875
	Iteration 14Q: 3 clusters Score -2946457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2946559.750000 Penalty: 4975.921875
	Iteration 15Q: 3 clusters Score -2946560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2946602.250000 Penalty: 4975.921875
	Iteration 16Q: 3 clusters Score -2946602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2946631.000000 Penalty: 4975.921875
	Iteration 17Q: 3 clusters Score -2946631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2946653.750000 Penalty: 4975.921875
	Iteration 18Q: 3 clusters Score -2946654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2946662.000000 Penalty: 4975.921875
	Iteration 19Q: 3 clusters Score -2946662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2946675.000000 Penalty: 4975.921875
	Iteration 20F: 3 clusters Score -2946675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2946674.750000 Penalty: 4975.921875
	Iteration 21Q: 3 clusters Score -2946675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2946675.250000 Penalty: 4975.921875
	Iteration 22Q: 3 clusters Score -2946675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2946675.250000 Penalty: 4975.921875
	Iteration 23F: 3 clusters Score -2946675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Entering Unmasked Estep 
Score: -1465369.875000 Penalty: 2313.308594
	Iteration 0F: 2 clusters Score -1465370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1456883.500000 Penalty: 4626.617188
	Iteration 0F: 3 clusters Score -1456884 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1459287.750000 Penalty: 4626.617188
	Iteration 1F: 3 clusters Score -1459288 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1459565.250000 Penalty: 4626.617188
	Iteration 2F: 3 clusters Score -1459565 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1459761.250000 Penalty: 4626.617188
	Iteration 3Q: 3 clusters Score -1459761 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1459910.500000 Penalty: 4626.617188
	Iteration 4Q: 3 clusters Score -1459910 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1460054.125000 Penalty: 4626.617188
	Iteration 5Q: 3 clusters Score -1460054 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1460186.375000 Penalty: 4626.617188
	Iteration 6Q: 3 clusters Score -1460186 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1460311.125000 Penalty: 4626.617188
	Iteration 7Q: 3 clusters Score -1460311 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1460434.375000 Penalty: 4626.617188
	Iteration 8Q: 3 clusters Score -1460434 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1460594.000000 Penalty: 4626.617188
	Iteration 9Q: 3 clusters Score -1460594 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1460768.000000 Penalty: 4626.617188
	Iteration 10Q: 3 clusters Score -1460768 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1460950.875000 Penalty: 4626.617188
	Iteration 11Q: 3 clusters Score -1460951 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1461143.750000 Penalty: 4626.617188
	Iteration 12Q: 3 clusters Score -1461144 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1461368.625000 Penalty: 4626.617188
	Iteration 13Q: 3 clusters Score -1461369 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1461619.750000 Penalty: 4626.617188
	Iteration 14Q: 3 clusters Score -1461620 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1461917.625000 Penalty: 4626.617188
	Iteration 15Q: 3 clusters Score -1461918 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1462176.625000 Penalty: 4626.617188
	Iteration 16Q: 3 clusters Score -1462177 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1462406.000000 Penalty: 4626.617188
	Iteration 17Q: 3 clusters Score -1462406 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1462520.000000 Penalty: 4626.617188
	Iteration 18Q: 3 clusters Score -1462520 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1462573.625000 Penalty: 4626.617188
	Iteration 19Q: 3 clusters Score -1462574 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1462609.000000 Penalty: 4626.617188
	Iteration 20F: 3 clusters Score -1462609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1462630.625000 Penalty: 4626.617188
	Iteration 21Q: 3 clusters Score -1462631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1462659.500000 Penalty: 4626.617188
	Iteration 22Q: 3 clusters Score -1462660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1462671.625000 Penalty: 4626.617188
	Iteration 23Q: 3 clusters Score -1462672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1462690.625000 Penalty: 4626.617188
	Iteration 24Q: 3 clusters Score -1462691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1462699.250000 Penalty: 4626.617188
	Iteration 25Q: 3 clusters Score -1462699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1462716.125000 Penalty: 4626.617188
	Iteration 26Q: 3 clusters Score -1462716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1462723.000000 Penalty: 4626.617188
	Iteration 27Q: 3 clusters Score -1462723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1462736.375000 Penalty: 4626.617188
	Iteration 28Q: 3 clusters Score -1462736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1462749.625000 Penalty: 4626.617188
	Iteration 29Q: 3 clusters Score -1462750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1462761.375000 Penalty: 4626.617188
	Iteration 30Q: 3 clusters Score -1462761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1462770.500000 Penalty: 4626.617188
	Iteration 31Q: 3 clusters Score -1462770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1462771.500000 Penalty: 4626.617188
	Iteration 32Q: 3 clusters Score -1462772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1462780.750000 Penalty: 4626.617188
	Iteration 33Q: 3 clusters Score -1462781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1462787.750000 Penalty: 4626.617188
	Iteration 34Q: 3 clusters Score -1462788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1462795.250000 Penalty: 4626.617188
	Iteration 35Q: 3 clusters Score -1462795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1462802.250000 Penalty: 4626.617188
	Iteration 36Q: 3 clusters Score -1462802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1462807.250000 Penalty: 4626.617188
	Iteration 37Q: 3 clusters Score -1462807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1462817.625000 Penalty: 4626.617188
	Iteration 38Q: 3 clusters Score -1462818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1462822.250000 Penalty: 4626.617188
	Iteration 39Q: 3 clusters Score -1462822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1462825.625000 Penalty: 4626.617188
	Iteration 40F: 3 clusters Score -1462826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1462829.250000 Penalty: 4626.617188
	Iteration 41Q: 3 clusters Score -1462829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1462831.375000 Penalty: 4626.617188
	Iteration 42Q: 3 clusters Score -1462831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1462830.625000 Penalty: 4626.617188
	Iteration 43Q: 3 clusters Score -1462831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1462833.250000 Penalty: 4626.617188
	Iteration 44Q: 3 clusters Score -1462833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1462834.750000 Penalty: 4626.617188
	Iteration 45Q: 3 clusters Score -1462835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1462837.500000 Penalty: 4626.617188
	Iteration 46Q: 3 clusters Score -1462838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1462839.375000 Penalty: 4626.617188
	Iteration 47Q: 3 clusters Score -1462839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1462842.375000 Penalty: 4626.617188
	Iteration 48Q: 3 clusters Score -1462842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1462840.125000 Penalty: 4626.617188
	Iteration 49Q: 3 clusters Score -1462840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1462847.375000 Penalty: 4626.617188
	Iteration 50Q: 3 clusters Score -1462847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1462851.250000 Penalty: 4626.617188
	Iteration 51Q: 3 clusters Score -1462851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1462853.125000 Penalty: 4626.617188
	Iteration 52Q: 3 clusters Score -1462853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1462857.750000 Penalty: 4626.617188
	Iteration 53Q: 3 clusters Score -1462858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1462860.875000 Penalty: 4626.617188
	Iteration 54Q: 3 clusters Score -1462861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1462858.125000 Penalty: 4626.617188
	Iteration 55Q: 3 clusters Score -1462858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1462861.250000 Penalty: 4626.617188
	Iteration 56Q: 3 clusters Score -1462861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1462860.625000 Penalty: 4626.617188
	Iteration 57Q: 3 clusters Score -1462861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1462862.750000 Penalty: 4626.617188
	Iteration 58Q: 3 clusters Score -1462863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1462862.250000 Penalty: 4626.617188
	Iteration 59Q: 3 clusters Score -1462862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1462867.625000 Penalty: 4626.617188
	Iteration 60F: 3 clusters Score -1462868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1462866.875000 Penalty: 4626.617188
	Iteration 61Q: 3 clusters Score -1462867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1462870.000000 Penalty: 4626.617188
	Iteration 62Q: 3 clusters Score -1462870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1462873.625000 Penalty: 4626.617188
	Iteration 63Q: 3 clusters Score -1462874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1462879.750000 Penalty: 4626.617188
	Iteration 64Q: 3 clusters Score -1462880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1462878.000000 Penalty: 4626.617188
	Iteration 65Q: 3 clusters Score -1462878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1462883.375000 Penalty: 4626.617188
	Iteration 66Q: 3 clusters Score -1462883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1462882.125000 Penalty: 4626.617188
	Iteration 67Q: 3 clusters Score -1462882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1462884.375000 Penalty: 4626.617188
	Iteration 68Q: 3 clusters Score -1462884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1462885.250000 Penalty: 4626.617188
	Iteration 69Q: 3 clusters Score -1462885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1462888.875000 Penalty: 4626.617188
	Iteration 70Q: 3 clusters Score -1462889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1462888.625000 Penalty: 4626.617188
	Iteration 71Q: 3 clusters Score -1462889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1462891.750000 Penalty: 4626.617188
	Iteration 72Q: 3 clusters Score -1462892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1462889.625000 Penalty: 4626.617188
	Iteration 73Q: 3 clusters Score -1462890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1462891.125000 Penalty: 4626.617188
	Iteration 74Q: 3 clusters Score -1462891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1462889.375000 Penalty: 4626.617188
	Iteration 75Q: 3 clusters Score -1462889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1462892.250000 Penalty: 4626.617188
	Iteration 76Q: 3 clusters Score -1462892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1462895.500000 Penalty: 4626.617188
	Iteration 77Q: 3 clusters Score -1462896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1462894.375000 Penalty: 4626.617188
	Iteration 78Q: 3 clusters Score -1462894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1462894.375000 Penalty: 4626.617188
	Iteration 79Q: 3 clusters Score -1462894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1462894.625000 Penalty: 4626.617188
	Iteration 80F: 3 clusters Score -1462895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1462893.625000 Penalty: 4626.617188
	Iteration 81Q: 3 clusters Score -1462894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1462895.875000 Penalty: 4626.617188
	Iteration 82Q: 3 clusters Score -1462896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1462896.625000 Penalty: 4626.617188
	Iteration 83Q: 3 clusters Score -1462897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1462897.375000 Penalty: 4626.617188
	Iteration 84Q: 3 clusters Score -1462897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1462900.000000 Penalty: 4626.617188
	Iteration 85Q: 3 clusters Score -1462900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1462900.875000 Penalty: 4626.617188
	Iteration 86Q: 3 clusters Score -1462901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1462901.625000 Penalty: 4626.617188
	Iteration 87Q: 3 clusters Score -1462902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1462901.250000 Penalty: 4626.617188
	Iteration 88Q: 3 clusters Score -1462901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1462900.875000 Penalty: 4626.617188
	Iteration 89Q: 3 clusters Score -1462901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1462907.375000 Penalty: 4626.617188
	Iteration 90Q: 3 clusters Score -1462907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1462905.750000 Penalty: 4626.617188
	Iteration 91Q: 3 clusters Score -1462906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1462902.875000 Penalty: 4626.617188
	Iteration 92Q: 3 clusters Score -1462903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1462902.875000 Penalty: 4626.617188
	Iteration 93F: 3 clusters Score -1462903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Entering Unmasked Estep 
Score: -9596977.000000 Penalty: 2789.583740
	Iteration 0F: 2 clusters Score -9596977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -9545421.000000 Penalty: 5579.167480
	Iteration 0F: 3 clusters Score -9545421 nChanged 36078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9565729.000000 Penalty: 5579.167480
	Iteration 1F: 3 clusters Score -9565729 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -9566354.000000 Penalty: 5579.167480
	Iteration 2Q: 3 clusters Score -9566354 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -9567044.000000 Penalty: 5579.167480
	Iteration 3Q: 3 clusters Score -9567044 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -9567954.000000 Penalty: 5579.167480
	Iteration 4Q: 3 clusters Score -9567954 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -9569222.000000 Penalty: 5579.167480
	Iteration 5Q: 3 clusters Score -9569222 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9571331.000000 Penalty: 5579.167480
	Iteration 6F: 3 clusters Score -9571331 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -9574548.000000 Penalty: 5579.167480
	Iteration 7F: 3 clusters Score -9574548 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -9578870.000000 Penalty: 5579.167480
	Iteration 8F: 3 clusters Score -9578870 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9583805.000000 Penalty: 5579.167480
	Iteration 9F: 3 clusters Score -9583805 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -9588503.000000 Penalty: 5579.167480
	Iteration 10F: 3 clusters Score -9588503 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -9591941.000000 Penalty: 5579.167480
	Iteration 11Q: 3 clusters Score -9591941 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -9593616.000000 Penalty: 5579.167480
	Iteration 12Q: 3 clusters Score -9593616 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -9594149.000000 Penalty: 5579.167480
	Iteration 13Q: 3 clusters Score -9594149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -9594316.000000 Penalty: 5579.167480
	Iteration 14Q: 3 clusters Score -9594316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -9594384.000000 Penalty: 5579.167480
	Iteration 15Q: 3 clusters Score -9594384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -9594424.000000 Penalty: 5579.167480
	Iteration 16Q: 3 clusters Score -9594424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -9594449.000000 Penalty: 5579.167480
	Iteration 17Q: 3 clusters Score -9594449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -9594483.000000 Penalty: 5579.167480
	Iteration 18Q: 3 clusters Score -9594483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -9594492.000000 Penalty: 5579.167480
	Iteration 19Q: 3 clusters Score -9594492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -9594495.000000 Penalty: 5579.167480
	Iteration 20F: 3 clusters Score -9594495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -9594512.000000 Penalty: 5579.167480
	Iteration 21Q: 3 clusters Score -9594512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -9594504.000000 Penalty: 5579.167480
	Iteration 22Q: 3 clusters Score -9594504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -9594519.000000 Penalty: 5579.167480
	Iteration 23Q: 3 clusters Score -9594519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -9594519.000000 Penalty: 5579.167480
	Iteration 24F: 3 clusters Score -9594519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Entering Unmasked Estep 
Score: -2377429.500000 Penalty: 2434.332764
	Iteration 0F: 2 clusters Score -2377430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2364274.500000 Penalty: 4868.665527
	Iteration 0F: 3 clusters Score -2364274 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2368734.000000 Penalty: 4868.665527
	Iteration 1F: 3 clusters Score -2368734 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2369096.500000 Penalty: 4868.665527
	Iteration 2F: 3 clusters Score -2369096 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2369413.500000 Penalty: 4868.665527
	Iteration 3Q: 3 clusters Score -2369414 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2369667.000000 Penalty: 4868.665527
	Iteration 4Q: 3 clusters Score -2369667 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2369925.000000 Penalty: 4868.665527
	Iteration 5Q: 3 clusters Score -2369925 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2370240.750000 Penalty: 4868.665527
	Iteration 6Q: 3 clusters Score -2370241 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2370698.250000 Penalty: 4868.665527
	Iteration 7Q: 3 clusters Score -2370698 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2371239.750000 Penalty: 4868.665527
	Iteration 8Q: 3 clusters Score -2371240 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2371847.250000 Penalty: 4868.665527
	Iteration 9F: 3 clusters Score -2371847 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2372582.250000 Penalty: 4868.665527
	Iteration 10F: 3 clusters Score -2372582 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2373289.000000 Penalty: 4868.665527
	Iteration 11Q: 3 clusters Score -2373289 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2373985.750000 Penalty: 4868.665527
	Iteration 12Q: 3 clusters Score -2373986 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2374470.000000 Penalty: 4868.665527
	Iteration 13Q: 3 clusters Score -2374470 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2374789.250000 Penalty: 4868.665527
	Iteration 14Q: 3 clusters Score -2374789 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2375002.000000 Penalty: 4868.665527
	Iteration 15Q: 3 clusters Score -2375002 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2375134.750000 Penalty: 4868.665527
	Iteration 16Q: 3 clusters Score -2375135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2375225.000000 Penalty: 4868.665527
	Iteration 17Q: 3 clusters Score -2375225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2375280.750000 Penalty: 4868.665527
	Iteration 18Q: 3 clusters Score -2375281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2375311.500000 Penalty: 4868.665527
	Iteration 19Q: 3 clusters Score -2375312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2375338.000000 Penalty: 4868.665527
	Iteration 20F: 3 clusters Score -2375338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2375352.750000 Penalty: 4868.665527
	Iteration 21Q: 3 clusters Score -2375353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2375368.250000 Penalty: 4868.665527
	Iteration 22Q: 3 clusters Score -2375368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2375377.500000 Penalty: 4868.665527
	Iteration 23Q: 3 clusters Score -2375378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2375385.250000 Penalty: 4868.665527
	Iteration 24Q: 3 clusters Score -2375385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2375390.250000 Penalty: 4868.665527
	Iteration 25Q: 3 clusters Score -2375390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2375390.000000 Penalty: 4868.665527
	Iteration 26Q: 3 clusters Score -2375390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2375390.000000 Penalty: 4868.665527
	Iteration 27F: 3 clusters Score -2375390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88316.734375 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88316.73 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88832.960938 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -88832.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89156.015625 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -89156.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89426.304688 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -89426.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89574.343750 Penalty: 3316.805908
	Iteration 4Q: 3 clusters Score -89574.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89746.195312 Penalty: 3316.805908
	Iteration 5Q: 3 clusters Score -89746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89906.585938 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -89906.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -90034.187500 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -90034.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90208.484375 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -90208.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -90270.437500 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -90270.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -90353.656250 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -90353.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -90395.843750 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -90395.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -90409.976562 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -90409.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -90419.164062 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -90419.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90428.945312 Penalty: 3316.805908
	Iteration 14Q: 3 clusters Score -90428.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -90434.476562 Penalty: 3316.805908
	Iteration 15Q: 3 clusters Score -90434.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -90439.367188 Penalty: 3316.805908
	Iteration 16Q: 3 clusters Score -90439.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -90440.601562 Penalty: 3316.805908
	Iteration 17Q: 3 clusters Score -90440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -90440.601562 Penalty: 3316.805908
	Iteration 18F: 3 clusters Score -90440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 17958 members 
Mstep: Class 14 contains 74373 members 
Mstep: Class 15 contains 151159 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172086 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
Score: -98277448.000000 Penalty: 70669.984375
Splitting cluster 12 changes total score from -98278656.000000 to -98277448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Entering Unmasked Estep 
Score: -2339506.750000 Penalty: 2429.356201
	Iteration 0F: 2 clusters Score -2339507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2326687.500000 Penalty: 4858.712402
	Iteration 0F: 3 clusters Score -2326688 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2330893.750000 Penalty: 4858.712402
	Iteration 1F: 3 clusters Score -2330894 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2331341.000000 Penalty: 4858.712402
	Iteration 2F: 3 clusters Score -2331341 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2331758.500000 Penalty: 4858.712402
	Iteration 3F: 3 clusters Score -2331758 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2332194.500000 Penalty: 4858.712402
	Iteration 4Q: 3 clusters Score -2332194 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2332745.000000 Penalty: 4858.712402
	Iteration 5F: 3 clusters Score -2332745 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2333514.500000 Penalty: 4858.712402
	Iteration 6F: 3 clusters Score -2333514 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2334465.000000 Penalty: 4858.712402
	Iteration 7F: 3 clusters Score -2334465 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2335383.000000 Penalty: 4858.712402
	Iteration 8F: 3 clusters Score -2335383 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2336157.500000 Penalty: 4858.712402
	Iteration 9Q: 3 clusters Score -2336158 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2336688.000000 Penalty: 4858.712402
	Iteration 10Q: 3 clusters Score -2336688 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2336999.000000 Penalty: 4858.712402
	Iteration 11Q: 3 clusters Score -2336999 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2337140.000000 Penalty: 4858.712402
	Iteration 12Q: 3 clusters Score -2337140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2337228.750000 Penalty: 4858.712402
	Iteration 13Q: 3 clusters Score -2337229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2337299.500000 Penalty: 4858.712402
	Iteration 14Q: 3 clusters Score -2337300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2337346.250000 Penalty: 4858.712402
	Iteration 15Q: 3 clusters Score -2337346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2337384.750000 Penalty: 4858.712402
	Iteration 16Q: 3 clusters Score -2337385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2337415.500000 Penalty: 4858.712402
	Iteration 17Q: 3 clusters Score -2337416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2337443.250000 Penalty: 4858.712402
	Iteration 18Q: 3 clusters Score -2337443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2337461.250000 Penalty: 4858.712402
	Iteration 19Q: 3 clusters Score -2337461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2337471.500000 Penalty: 4858.712402
	Iteration 20F: 3 clusters Score -2337472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2337481.250000 Penalty: 4858.712402
	Iteration 21Q: 3 clusters Score -2337481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2337493.000000 Penalty: 4858.712402
	Iteration 22Q: 3 clusters Score -2337493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2337504.500000 Penalty: 4858.712402
	Iteration 23Q: 3 clusters Score -2337504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2337514.000000 Penalty: 4858.712402
	Iteration 24Q: 3 clusters Score -2337514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2337526.500000 Penalty: 4858.712402
	Iteration 25Q: 3 clusters Score -2337526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2337531.750000 Penalty: 4858.712402
	Iteration 26Q: 3 clusters Score -2337532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2337536.250000 Penalty: 4858.712402
	Iteration 27Q: 3 clusters Score -2337536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2337537.000000 Penalty: 4858.712402
	Iteration 28Q: 3 clusters Score -2337537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2337538.750000 Penalty: 4858.712402
	Iteration 29Q: 3 clusters Score -2337539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2337540.750000 Penalty: 4858.712402
	Iteration 30Q: 3 clusters Score -2337541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2337539.750000 Penalty: 4858.712402
	Iteration 31Q: 3 clusters Score -2337540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2337539.750000 Penalty: 4858.712402
	Iteration 32F: 3 clusters Score -2337540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Entering Unmasked Estep 
Score: -9535300.000000 Penalty: 2781.778320
	Iteration 0F: 2 clusters Score -9535300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -9485275.000000 Penalty: 5563.556641
	Iteration 0F: 3 clusters Score -9485275 nChanged 34870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -9505397.000000 Penalty: 5563.556641
	Iteration 1F: 3 clusters Score -9505397 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -9505931.000000 Penalty: 5563.556641
	Iteration 2Q: 3 clusters Score -9505931 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -9506415.000000 Penalty: 5563.556641
	Iteration 3Q: 3 clusters Score -9506415 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -9506917.000000 Penalty: 5563.556641
	Iteration 4Q: 3 clusters Score -9506917 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -9507400.000000 Penalty: 5563.556641
	Iteration 5Q: 3 clusters Score -9507400 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -9507866.000000 Penalty: 5563.556641
	Iteration 6Q: 3 clusters Score -9507866 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -9508556.000000 Penalty: 5563.556641
	Iteration 7Q: 3 clusters Score -9508556 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -9509720.000000 Penalty: 5563.556641
	Iteration 8Q: 3 clusters Score -9509720 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9511499 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9514331 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9517170 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9518775 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9519176 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -9519271.000000 Penalty: 5563.556641
	Iteration 14Q: 3 clusters Score -9519271 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9519338 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -9519360.000000 Penalty: 5563.556641
	Iteration 16Q: 3 clusters Score -9519360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -9519407.000000 Penalty: 5563.556641
	Iteration 17Q: 3 clusters Score -9519407 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -9519436.000000 Penalty: 5563.556641
	Iteration 18Q: 3 clusters Score -9519436 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -9519462.000000 Penalty: 5563.556641
	Iteration 19Q: 3 clusters Score -9519462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -9519485.000000 Penalty: 5563.556641
	Iteration 20F: 3 clusters Score -9519485 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9519483 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9519470 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -9519518.000000 Penalty: 5563.556641
	Iteration 23Q: 3 clusters Score -9519518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -9519508.000000 Penalty: 5563.556641
	Iteration 24Q: 3 clusters Score -9519508 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -9519492.000000 Penalty: 5563.556641
	Iteration 25Q: 3 clusters Score -9519492 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9519500.000000 Penalty: 5563.556641
	Iteration 26Q: 3 clusters Score -9519500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -9519530.000000 Penalty: 5563.556641
	Iteration 27Q: 3 clusters Score -9519530 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9519568 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9519583 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -9519598.000000 Penalty: 5563.556641
	Iteration 30Q: 3 clusters Score -9519598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -9519602.000000 Penalty: 5563.556641
	Iteration 31Q: 3 clusters Score -9519602 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -9519607.000000 Penalty: 5563.556641
	Iteration 32Q: 3 clusters Score -9519607 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9519620 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9519630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -9519641.000000 Penalty: 5563.556641
	Iteration 35Q: 3 clusters Score -9519641 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5563.556641
	Iteration 36Q: 3 clusters Score -9519662 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -9519693.000000 Penalty: 5563.556641
	Iteration 37Q: 3 clusters Score -9519693 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9519745 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9519767 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -9519763.000000 Penalty: 5563.556641
	Iteration 40F: 3 clusters Score -9519763 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9519780 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9519817 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9519858 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9519897 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9519966 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9520017 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9520044 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9520149 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9520219 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -9520354.000000 Penalty: 5563.556641
	Iteration 50Q: 3 clusters Score -9520354 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9520468 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -9520543.000000 Penalty: 5563.556641
	Iteration 52Q: 3 clusters Score -9520543 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -9520645.000000 Penalty: 5563.556641
	Iteration 53Q: 3 clusters Score -9520645 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9520773 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9520904 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -9521114.000000 Penalty: 5563.556641
	Iteration 56Q: 3 clusters Score -9521114 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9521408 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9521685 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9522044 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -9522479.000000 Penalty: 5563.556641
	Iteration 60F: 3 clusters Score -9522479 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9522955 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9523466 nChanged 1383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -9524094.000000 Penalty: 5563.556641
	Iteration 63Q: 3 clusters Score -9524094 nChanged 1376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9524668 nChanged 1411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9525385 nChanged 1444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9526260 nChanged 1524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9527178 nChanged 1505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9528236 nChanged 1486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9529296 nChanged 1329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -9530226.000000 Penalty: 5563.556641
	Iteration 70Q: 3 clusters Score -9530226 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9530927 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9531520 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9531932 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9532171 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9532391 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9532508 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9532569 nChanged 293
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Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9532624 nChanged 284
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Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9532699 nChanged 265
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Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9532911 nChanged 343
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Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9532963 nChanged 264
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Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9532992 nChanged 223
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Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9533049 nChanged 192
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Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9533081 nChanged 159
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Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9533116 nChanged 162
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Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9533133 nChanged 147
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Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9533152 nChanged 125
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Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9533155 nChanged 115
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Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9533166 nChanged 92
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Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9533178 nChanged 84
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Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9533180 nChanged 81
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Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9533181 nChanged 63
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Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9533174 nChanged 56
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Mstep: Class 1 contains 66450 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9533172 nChanged 60
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Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9533188 nChanged 56
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Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9533200 nChanged 57
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Mstep: Class 1 contains 66623 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9533209 nChanged 45
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Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9533205 nChanged 40
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9533201 nChanged 29
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Mstep: Class 1 contains 66737 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9533211 nChanged 30
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Mstep: Class 1 contains 66767 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9533215 nChanged 26
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Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9533214 nChanged 13
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Entering Unmasked Estep 
Score: -9533216.000000 Penalty: 5563.556641
	Iteration 103Q: 3 clusters Score -9533216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -9533209.000000 Penalty: 5563.556641
	Iteration 104Q: 3 clusters Score -9533209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -9533211.000000 Penalty: 5563.556641
	Iteration 105Q: 3 clusters Score -9533211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9533209.000000 Penalty: 5563.556641
	Iteration 106Q: 3 clusters Score -9533209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -9533214.000000 Penalty: 5563.556641
	Iteration 107Q: 3 clusters Score -9533214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -9533220.000000 Penalty: 5563.556641
	Iteration 108Q: 3 clusters Score -9533220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -9533226.000000 Penalty: 5563.556641
	Iteration 109Q: 3 clusters Score -9533226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -9533223.000000 Penalty: 5563.556641
	Iteration 110Q: 3 clusters Score -9533223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -9533221.000000 Penalty: 5563.556641
	Iteration 111Q: 3 clusters Score -9533221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -9533223.000000 Penalty: 5563.556641
	Iteration 112Q: 3 clusters Score -9533223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -9533224.000000 Penalty: 5563.556641
	Iteration 113Q: 3 clusters Score -9533224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -9533225.000000 Penalty: 5563.556641
	Iteration 114Q: 3 clusters Score -9533225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -9533225.000000 Penalty: 5563.556641
	Iteration 115Q: 3 clusters Score -9533225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -9533227.000000 Penalty: 5563.556641
	Iteration 116Q: 3 clusters Score -9533227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -9533227.000000 Penalty: 5563.556641
	Iteration 117F: 3 clusters Score -9533227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (151159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151159 members 
Entering Unmasked Estep 
Score: -19368976.000000 Penalty: 2957.669678
	Iteration 0F: 2 clusters Score -1.936898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -19268424.000000 Penalty: 5915.339355
	Iteration 0F: 3 clusters Score -1.926842e+07 nChanged 72178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 78428 members 
Entering Unmasked Estep 
Score: -19310218.000000 Penalty: 5915.339355
	Iteration 1F: 3 clusters Score -1.931022e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -19311036.000000 Penalty: 5915.339355
	Iteration 2Q: 3 clusters Score -1.931104e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -19312074.000000 Penalty: 5915.339355
	Iteration 3Q: 3 clusters Score -1.931207e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -19313700.000000 Penalty: 5915.339355
	Iteration 4Q: 3 clusters Score -1.93137e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -19316514.000000 Penalty: 5915.339355
	Iteration 5Q: 3 clusters Score -1.931651e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -19321366.000000 Penalty: 5915.339355
	Iteration 6F: 3 clusters Score -1.932137e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -19328646.000000 Penalty: 5915.339355
	Iteration 7F: 3 clusters Score -1.932865e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 114588 members 
Entering Unmasked Estep 
Score: -19337158.000000 Penalty: 5915.339355
	Iteration 8F: 3 clusters Score -1.933716e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -19345178.000000 Penalty: 5915.339355
	Iteration 9F: 3 clusters Score -1.934518e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 130046 members 
Entering Unmasked Estep 
Score: -19351558.000000 Penalty: 5915.339355
	Iteration 10Q: 3 clusters Score -1.935156e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 135095 members 
Entering Unmasked Estep 
Score: -19355800.000000 Penalty: 5915.339355
	Iteration 11Q: 3 clusters Score -1.93558e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 138970 members 
Entering Unmasked Estep 
Score: -19358780.000000 Penalty: 5915.339355
	Iteration 12Q: 3 clusters Score -1.935878e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -19360894.000000 Penalty: 5915.339355
	Iteration 13Q: 3 clusters Score -1.936089e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 144083 members 
Entering Unmasked Estep 
Score: -19362488.000000 Penalty: 5915.339355
	Iteration 14Q: 3 clusters Score -1.936249e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -19363642.000000 Penalty: 5915.339355
	Iteration 15Q: 3 clusters Score -1.936364e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 147003 members 
Entering Unmasked Estep 
Score: -19364508.000000 Penalty: 5915.339355
	Iteration 16Q: 3 clusters Score -1.936451e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -19365040.000000 Penalty: 5915.339355
	Iteration 17Q: 3 clusters Score -1.936504e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -19365432.000000 Penalty: 5915.339355
	Iteration 18Q: 3 clusters Score -1.936543e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -19365654.000000 Penalty: 5915.339355
	Iteration 19Q: 3 clusters Score -1.936565e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -19365806.000000 Penalty: 5915.339355
	Iteration 20F: 3 clusters Score -1.936581e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -19365978.000000 Penalty: 5915.339355
	Iteration 21Q: 3 clusters Score -1.936598e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -19366080.000000 Penalty: 5915.339355
	Iteration 22Q: 3 clusters Score -1.936608e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -19366156.000000 Penalty: 5915.339355
	Iteration 23Q: 3 clusters Score -1.936616e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
Score: -19366218.000000 Penalty: 5915.339355
	Iteration 24Q: 3 clusters Score -1.936622e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -19366228.000000 Penalty: 5915.339355
	Iteration 25Q: 3 clusters Score -1.936623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -19366240.000000 Penalty: 5915.339355
	Iteration 26Q: 3 clusters Score -1.936624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -19366286.000000 Penalty: 5915.339355
	Iteration 27Q: 3 clusters Score -1.936629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -19366288.000000 Penalty: 5915.339355
	Iteration 28Q: 3 clusters Score -1.936629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 150043 members 
Entering Unmasked Estep 
Score: -19366290.000000 Penalty: 5915.339355
	Iteration 29Q: 3 clusters Score -1.936629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -19366316.000000 Penalty: 5915.339355
	Iteration 30Q: 3 clusters Score -1.936632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 150081 members 
Entering Unmasked Estep 
Score: -19366322.000000 Penalty: 5915.339355
	Iteration 31Q: 3 clusters Score -1.936632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 150097 members 
Entering Unmasked Estep 
Score: -19366336.000000 Penalty: 5915.339355
	Iteration 32Q: 3 clusters Score -1.936634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -19366336.000000 Penalty: 5915.339355
	Iteration 33Q: 3 clusters Score -1.936634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -19366344.000000 Penalty: 5915.339355
	Iteration 34Q: 3 clusters Score -1.936634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -19366356.000000 Penalty: 5915.339355
	Iteration 35Q: 3 clusters Score -1.936636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 150143 members 
Entering Unmasked Estep 
Score: -19366348.000000 Penalty: 5915.339355
	Iteration 36Q: 3 clusters Score -1.936635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -19366348.000000 Penalty: 5915.339355
	Iteration 37Q: 3 clusters Score -1.936635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 150159 members 
Entering Unmasked Estep 
Score: -19366344.000000 Penalty: 5915.339355
	Iteration 38Q: 3 clusters Score -1.936634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -19366342.000000 Penalty: 5915.339355
	Iteration 39Q: 3 clusters Score -1.936634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -19366342.000000 Penalty: 5915.339355
	Iteration 40F: 3 clusters Score -1.936634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 150177 members 
Entering Unmasked Estep 
Score: -19366338.000000 Penalty: 5915.339355
	Iteration 41Q: 3 clusters Score -1.936634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -19366342.000000 Penalty: 5915.339355
	Iteration 42Q: 3 clusters Score -1.936634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -19366352.000000 Penalty: 5915.339355
	Iteration 43Q: 3 clusters Score -1.936635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -19366348.000000 Penalty: 5915.339355
	Iteration 44Q: 3 clusters Score -1.936635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -19366342.000000 Penalty: 5915.339355
	Iteration 45Q: 3 clusters Score -1.936634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -19366364.000000 Penalty: 5915.339355
	Iteration 46Q: 3 clusters Score -1.936636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -19366354.000000 Penalty: 5915.339355
	Iteration 47Q: 3 clusters Score -1.936635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 150196 members 
Entering Unmasked Estep 
Score: -19366374.000000 Penalty: 5915.339355
	Iteration 48Q: 3 clusters Score -1.936637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -19366374.000000 Penalty: 5915.339355
	Iteration 49Q: 3 clusters Score -1.936637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -19366370.000000 Penalty: 5915.339355
	Iteration 50Q: 3 clusters Score -1.936637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 150207 members 
Entering Unmasked Estep 
Score: -19366380.000000 Penalty: 5915.339355
	Iteration 51Q: 3 clusters Score -1.936638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -19366376.000000 Penalty: 5915.339355
	Iteration 52Q: 3 clusters Score -1.936638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -19366380.000000 Penalty: 5915.339355
	Iteration 53Q: 3 clusters Score -1.936638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -19366392.000000 Penalty: 5915.339355
	Iteration 54Q: 3 clusters Score -1.936639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 150224 members 
Entering Unmasked Estep 
Score: -19366390.000000 Penalty: 5915.339355
	Iteration 55Q: 3 clusters Score -1.936639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -19366382.000000 Penalty: 5915.339355
	Iteration 56Q: 3 clusters Score -1.936638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -19366390.000000 Penalty: 5915.339355
	Iteration 57Q: 3 clusters Score -1.936639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -19366368.000000 Penalty: 5915.339355
	Iteration 58Q: 3 clusters Score -1.936637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -19366374.000000 Penalty: 5915.339355
	Iteration 59Q: 3 clusters Score -1.936637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 150244 members 
Entering Unmasked Estep 
Score: -19366374.000000 Penalty: 5915.339355
	Iteration 60F: 3 clusters Score -1.936637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -19366376.000000 Penalty: 5915.339355
	Iteration 61Q: 3 clusters Score -1.936638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 150255 members 
Entering Unmasked Estep 
Score: -19366384.000000 Penalty: 5915.339355
	Iteration 62Q: 3 clusters Score -1.936638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 150255 members 
Entering Unmasked Estep 
Score: -19366384.000000 Penalty: 5915.339355
	Iteration 63F: 3 clusters Score -1.936638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -92573.945312 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -92573.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90906.070312 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -90906.07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91479.500000 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -91479.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91717.398438 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -91717.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91906.187500 Penalty: 3358.879883
	Iteration 3F: 3 clusters Score -91906.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92089.445312 Penalty: 3358.879883
	Iteration 4F: 3 clusters Score -92089.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92169.351562 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -92169.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92247.179688 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -92247.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92274.390625 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -92274.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92294.343750 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -92294.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92321.101562 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -92321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92368.796875 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -92368.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92401.132812 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -92401.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92411.273438 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -92411.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92416.531250 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -92416.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92422.875000 Penalty: 3358.879883
	Iteration 14Q: 3 clusters Score -92422.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -92424.929688 Penalty: 3358.879883
	Iteration 15Q: 3 clusters Score -92424.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92425.828125 Penalty: 3358.879883
	Iteration 16Q: 3 clusters Score -92425.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -92425.828125 Penalty: 3358.879883
	Iteration 17F: 3 clusters Score -92425.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (172086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172086 members 
Entering Unmasked Estep 
Score: -22074784.000000 Penalty: 2989.825928
	Iteration 0F: 2 clusters Score -2.207478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -21961520.000000 Penalty: 5979.651855
	Iteration 0F: 3 clusters Score -2.196152e+07 nChanged 82815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -22009576.000000 Penalty: 5979.651855
	Iteration 1F: 3 clusters Score -2.200958e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -22010610.000000 Penalty: 5979.651855
	Iteration 2Q: 3 clusters Score -2.201061e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -22011962.000000 Penalty: 5979.651855
	Iteration 3Q: 3 clusters Score -2.201196e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -22013670.000000 Penalty: 5979.651855
	Iteration 4Q: 3 clusters Score -2.201367e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -22015968.000000 Penalty: 5979.651855
	Iteration 5Q: 3 clusters Score -2.201597e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -22019204.000000 Penalty: 5979.651855
	Iteration 6Q: 3 clusters Score -2.20192e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -22023796.000000 Penalty: 5979.651855
	Iteration 7F: 3 clusters Score -2.20238e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
Score: -22030832.000000 Penalty: 5979.651855
	Iteration 8F: 3 clusters Score -2.203083e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -22040238.000000 Penalty: 5979.651855
	Iteration 9F: 3 clusters Score -2.204024e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96964 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -22048714.000000 Penalty: 5979.651855
	Iteration 10F: 3 clusters Score -2.204871e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -22053010.000000 Penalty: 5979.651855
	Iteration 11F: 3 clusters Score -2.205301e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -22054680.000000 Penalty: 5979.651855
	Iteration 12Q: 3 clusters Score -2.205468e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -22055646.000000 Penalty: 5979.651855
	Iteration 13Q: 3 clusters Score -2.205565e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -22056600.000000 Penalty: 5979.651855
	Iteration 14Q: 3 clusters Score -2.20566e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -22057480.000000 Penalty: 5979.651855
	Iteration 15Q: 3 clusters Score -2.205748e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -22058186.000000 Penalty: 5979.651855
	Iteration 16Q: 3 clusters Score -2.205819e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -22058720.000000 Penalty: 5979.651855
	Iteration 17Q: 3 clusters Score -2.205872e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -22059380.000000 Penalty: 5979.651855
	Iteration 18Q: 3 clusters Score -2.205938e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -22059842.000000 Penalty: 5979.651855
	Iteration 19Q: 3 clusters Score -2.205984e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -22060176.000000 Penalty: 5979.651855
	Iteration 20F: 3 clusters Score -2.206018e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -22060482.000000 Penalty: 5979.651855
	Iteration 21Q: 3 clusters Score -2.206048e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -22060722.000000 Penalty: 5979.651855
	Iteration 22Q: 3 clusters Score -2.206072e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -22060942.000000 Penalty: 5979.651855
	Iteration 23Q: 3 clusters Score -2.206094e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -22061338.000000 Penalty: 5979.651855
	Iteration 24Q: 3 clusters Score -2.206134e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -22061554.000000 Penalty: 5979.651855
	Iteration 25Q: 3 clusters Score -2.206155e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -22061832.000000 Penalty: 5979.651855
	Iteration 26Q: 3 clusters Score -2.206183e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -22061948.000000 Penalty: 5979.651855
	Iteration 27Q: 3 clusters Score -2.206195e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -22062314.000000 Penalty: 5979.651855
	Iteration 28Q: 3 clusters Score -2.206231e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126203 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -22062442.000000 Penalty: 5979.651855
	Iteration 29Q: 3 clusters Score -2.206244e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -22062642.000000 Penalty: 5979.651855
	Iteration 30Q: 3 clusters Score -2.206264e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -22062952.000000 Penalty: 5979.651855
	Iteration 31Q: 3 clusters Score -2.206295e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -22063214.000000 Penalty: 5979.651855
	Iteration 32Q: 3 clusters Score -2.206321e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -22063554.000000 Penalty: 5979.651855
	Iteration 33Q: 3 clusters Score -2.206355e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -22063922.000000 Penalty: 5979.651855
	Iteration 34Q: 3 clusters Score -2.206392e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135770 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -22064404.000000 Penalty: 5979.651855
	Iteration 35Q: 3 clusters Score -2.20644e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137429 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -22064748.000000 Penalty: 5979.651855
	Iteration 36Q: 3 clusters Score -2.206475e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139144 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -22065210.000000 Penalty: 5979.651855
	Iteration 37Q: 3 clusters Score -2.206521e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -22065642.000000 Penalty: 5979.651855
	Iteration 38Q: 3 clusters Score -2.206564e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -22065964.000000 Penalty: 5979.651855
	Iteration 39Q: 3 clusters Score -2.206596e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143917 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -22066344.000000 Penalty: 5979.651855
	Iteration 40F: 3 clusters Score -2.206634e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -22066720.000000 Penalty: 5979.651855
	Iteration 41Q: 3 clusters Score -2.206672e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -22067128.000000 Penalty: 5979.651855
	Iteration 42Q: 3 clusters Score -2.206713e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -22067682.000000 Penalty: 5979.651855
	Iteration 43Q: 3 clusters Score -2.206768e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150824 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -22068266.000000 Penalty: 5979.651855
	Iteration 44Q: 3 clusters Score -2.206827e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -22068760.000000 Penalty: 5979.651855
	Iteration 45Q: 3 clusters Score -2.206876e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -22069276.000000 Penalty: 5979.651855
	Iteration 46Q: 3 clusters Score -2.206928e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -22069730.000000 Penalty: 5979.651855
	Iteration 47Q: 3 clusters Score -2.206973e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -22070130.000000 Penalty: 5979.651855
	Iteration 48Q: 3 clusters Score -2.207013e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -22070398.000000 Penalty: 5979.651855
	Iteration 49Q: 3 clusters Score -2.20704e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -22070716.000000 Penalty: 5979.651855
	Iteration 50Q: 3 clusters Score -2.207072e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162585 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -22071074.000000 Penalty: 5979.651855
	Iteration 51Q: 3 clusters Score -2.207107e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -22071358.000000 Penalty: 5979.651855
	Iteration 52Q: 3 clusters Score -2.207136e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -22071550.000000 Penalty: 5979.651855
	Iteration 53Q: 3 clusters Score -2.207155e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -22071700.000000 Penalty: 5979.651855
	Iteration 54Q: 3 clusters Score -2.20717e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -22071784.000000 Penalty: 5979.651855
	Iteration 55Q: 3 clusters Score -2.207178e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -22071932.000000 Penalty: 5979.651855
	Iteration 56Q: 3 clusters Score -2.207193e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -22072118.000000 Penalty: 5979.651855
	Iteration 57Q: 3 clusters Score -2.207212e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168336 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -22072284.000000 Penalty: 5979.651855
	Iteration 58Q: 3 clusters Score -2.207228e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -22072316.000000 Penalty: 5979.651855
	Iteration 59Q: 3 clusters Score -2.207232e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -22072370.000000 Penalty: 5979.651855
	Iteration 60F: 3 clusters Score -2.207237e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -22072438.000000 Penalty: 5979.651855
	Iteration 61Q: 3 clusters Score -2.207244e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169626 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -22072434.000000 Penalty: 5979.651855
	Iteration 62Q: 3 clusters Score -2.207243e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -22072450.000000 Penalty: 5979.651855
	Iteration 63Q: 3 clusters Score -2.207245e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169987 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22072502.000000 Penalty: 5979.651855
	Iteration 64Q: 3 clusters Score -2.20725e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22072486.000000 Penalty: 5979.651855
	Iteration 65Q: 3 clusters Score -2.207249e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -22072446.000000 Penalty: 5979.651855
	Iteration 66Q: 3 clusters Score -2.207245e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170312 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22072482.000000 Penalty: 5979.651855
	Iteration 67Q: 3 clusters Score -2.207248e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170383 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22072466.000000 Penalty: 5979.651855
	Iteration 68Q: 3 clusters Score -2.207247e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22072482.000000 Penalty: 5979.651855
	Iteration 69Q: 3 clusters Score -2.207248e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22072494.000000 Penalty: 5979.651855
	Iteration 70Q: 3 clusters Score -2.207249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -22072474.000000 Penalty: 5979.651855
	Iteration 71Q: 3 clusters Score -2.207247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22072496.000000 Penalty: 5979.651855
	Iteration 72Q: 3 clusters Score -2.20725e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22072514.000000 Penalty: 5979.651855
	Iteration 73Q: 3 clusters Score -2.207251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -22072482.000000 Penalty: 5979.651855
	Iteration 74Q: 3 clusters Score -2.207248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170718 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22072470.000000 Penalty: 5979.651855
	Iteration 75Q: 3 clusters Score -2.207247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22072464.000000 Penalty: 5979.651855
	Iteration 76Q: 3 clusters Score -2.207246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22072456.000000 Penalty: 5979.651855
	Iteration 77Q: 3 clusters Score -2.207246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22072462.000000 Penalty: 5979.651855
	Iteration 78Q: 3 clusters Score -2.207246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170843 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22072458.000000 Penalty: 5979.651855
	Iteration 79Q: 3 clusters Score -2.207246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170861 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22072456.000000 Penalty: 5979.651855
	Iteration 80F: 3 clusters Score -2.207246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -22072438.000000 Penalty: 5979.651855
	Iteration 81Q: 3 clusters Score -2.207244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22072466.000000 Penalty: 5979.651855
	Iteration 82Q: 3 clusters Score -2.207247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22072462.000000 Penalty: 5979.651855
	Iteration 83Q: 3 clusters Score -2.207246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22072466.000000 Penalty: 5979.651855
	Iteration 84Q: 3 clusters Score -2.207247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22072470.000000 Penalty: 5979.651855
	Iteration 85Q: 3 clusters Score -2.207247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22072486.000000 Penalty: 5979.651855
	Iteration 86Q: 3 clusters Score -2.207249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22072496.000000 Penalty: 5979.651855
	Iteration 87Q: 3 clusters Score -2.20725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22072478.000000 Penalty: 5979.651855
	Iteration 88Q: 3 clusters Score -2.207248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22072476.000000 Penalty: 5979.651855
	Iteration 89Q: 3 clusters Score -2.207248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -22072486.000000 Penalty: 5979.651855
	Iteration 90Q: 3 clusters Score -2.207249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170985 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -22072484.000000 Penalty: 5979.651855
	Iteration 91Q: 3 clusters Score -2.207248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22072476.000000 Penalty: 5979.651855
	Iteration 92Q: 3 clusters Score -2.207248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22072484.000000 Penalty: 5979.651855
	Iteration 93Q: 3 clusters Score -2.207248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22072486.000000 Penalty: 5979.651855
	Iteration 94Q: 3 clusters Score -2.207249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22072474.000000 Penalty: 5979.651855
	Iteration 95Q: 3 clusters Score -2.207247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22072510.000000 Penalty: 5979.651855
	Iteration 96Q: 3 clusters Score -2.207251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -22072498.000000 Penalty: 5979.651855
	Iteration 97Q: 3 clusters Score -2.20725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22072504.000000 Penalty: 5979.651855
	Iteration 98Q: 3 clusters Score -2.20725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22072502.000000 Penalty: 5979.651855
	Iteration 99Q: 3 clusters Score -2.20725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22072510.000000 Penalty: 5979.651855
	Iteration 100F: 3 clusters Score -2.207251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -22072510.000000 Penalty: 5979.651855
	Iteration 101Q: 3 clusters Score -2.207251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171044 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22072506.000000 Penalty: 5979.651855
	Iteration 102Q: 3 clusters Score -2.207251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22072500.000000 Penalty: 5979.651855
	Iteration 103Q: 3 clusters Score -2.20725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22072510.000000 Penalty: 5979.651855
	Iteration 104Q: 3 clusters Score -2.207251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171058 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22072504.000000 Penalty: 5979.651855
	Iteration 105Q: 3 clusters Score -2.20725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22072494.000000 Penalty: 5979.651855
	Iteration 106Q: 3 clusters Score -2.207249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -22072486.000000 Penalty: 5979.651855
	Iteration 107Q: 3 clusters Score -2.207249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171071 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -22072508.000000 Penalty: 5979.651855
	Iteration 108Q: 3 clusters Score -2.207251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22072524.000000 Penalty: 5979.651855
	Iteration 109Q: 3 clusters Score -2.207252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171082 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -22072524.000000 Penalty: 5979.651855
	Iteration 110Q: 3 clusters Score -2.207252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22072532.000000 Penalty: 5979.651855
	Iteration 111Q: 3 clusters Score -2.207253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -22072538.000000 Penalty: 5979.651855
	Iteration 112Q: 3 clusters Score -2.207254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171088 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22072544.000000 Penalty: 5979.651855
	Iteration 113Q: 3 clusters Score -2.207254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22072546.000000 Penalty: 5979.651855
	Iteration 114Q: 3 clusters Score -2.207255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22072530.000000 Penalty: 5979.651855
	Iteration 115Q: 3 clusters Score -2.207253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22072530.000000 Penalty: 5979.651855
	Iteration 116F: 3 clusters Score -2.207253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Entering Unmasked Estep 
Score: -828915.937500 Penalty: 2186.910156
	Iteration 0F: 2 clusters Score -828915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -823293.187500 Penalty: 4373.820312
	Iteration 0F: 3 clusters Score -823293.2 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -824850.187500 Penalty: 4373.820312
	Iteration 1F: 3 clusters Score -824850.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -825298.437500 Penalty: 4373.820312
	Iteration 2F: 3 clusters Score -825298.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -825721.437500 Penalty: 4373.820312
	Iteration 3F: 3 clusters Score -825721.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -826070.937500 Penalty: 4373.820312
	Iteration 4F: 3 clusters Score -826070.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -826376.500000 Penalty: 4373.820312
	Iteration 5F: 3 clusters Score -826376.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -826648.937500 Penalty: 4373.820312
	Iteration 6F: 3 clusters Score -826648.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -826842.312500 Penalty: 4373.820312
	Iteration 7Q: 3 clusters Score -826842.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -827012.750000 Penalty: 4373.820312
	Iteration 8Q: 3 clusters Score -827012.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -827158.812500 Penalty: 4373.820312
	Iteration 9Q: 3 clusters Score -827158.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -827291.187500 Penalty: 4373.820312
	Iteration 10Q: 3 clusters Score -827291.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -827400.250000 Penalty: 4373.820312
	Iteration 11Q: 3 clusters Score -827400.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -827466.750000 Penalty: 4373.820312
	Iteration 12Q: 3 clusters Score -827466.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -827513.000000 Penalty: 4373.820312
	Iteration 13Q: 3 clusters Score -827513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -827546.875000 Penalty: 4373.820312
	Iteration 14Q: 3 clusters Score -827546.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -827571.750000 Penalty: 4373.820312
	Iteration 15Q: 3 clusters Score -827571.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -827585.437500 Penalty: 4373.820312
	Iteration 16Q: 3 clusters Score -827585.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -827598.875000 Penalty: 4373.820312
	Iteration 17Q: 3 clusters Score -827598.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -827609.500000 Penalty: 4373.820312
	Iteration 18Q: 3 clusters Score -827609.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -827621.375000 Penalty: 4373.820312
	Iteration 19Q: 3 clusters Score -827621.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -827628.937500 Penalty: 4373.820312
	Iteration 20F: 3 clusters Score -827628.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -827632.625000 Penalty: 4373.820312
	Iteration 21Q: 3 clusters Score -827632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -827635.937500 Penalty: 4373.820312
	Iteration 22Q: 3 clusters Score -827635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -827636.062500 Penalty: 4373.820312
	Iteration 23Q: 3 clusters Score -827636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -827638.062500 Penalty: 4373.820312
	Iteration 24Q: 3 clusters Score -827638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -827638.250000 Penalty: 4373.820312
	Iteration 25Q: 3 clusters Score -827638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -827638.812500 Penalty: 4373.820312
	Iteration 26Q: 3 clusters Score -827638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -827639.875000 Penalty: 4373.820312
	Iteration 27Q: 3 clusters Score -827639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -827639.875000 Penalty: 4373.820312
	Iteration 28F: 3 clusters Score -827639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -53604.753906 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -53604.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52074.789062 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -52074.79 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52336.433594 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -52336.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52430.687500 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -52430.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52484.902344 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -52484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52523.070312 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -52523.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52555.078125 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -52555.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52565.863281 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -52565.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52572.230469 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -52572.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52572.230469 Penalty: 3100.944336
	Iteration 8F: 3 clusters Score -52572.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Entering Unmasked Estep 
Score: -3122039.250000 Penalty: 2502.507324
	Iteration 0F: 2 clusters Score -3122039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3105279.500000 Penalty: 5005.014648
	Iteration 0F: 3 clusters Score -3105280 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3111020.500000 Penalty: 5005.014648
	Iteration 1F: 3 clusters Score -3111020 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3111486.250000 Penalty: 5005.014648
	Iteration 2F: 3 clusters Score -3111486 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3111929.500000 Penalty: 5005.014648
	Iteration 3Q: 3 clusters Score -3111930 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3112416.000000 Penalty: 5005.014648
	Iteration 4Q: 3 clusters Score -3112416 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3113092.000000 Penalty: 5005.014648
	Iteration 5Q: 3 clusters Score -3113092 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3113904.500000 Penalty: 5005.014648
	Iteration 6F: 3 clusters Score -3113904 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3114764.000000 Penalty: 5005.014648
	Iteration 7F: 3 clusters Score -3114764 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3115650.750000 Penalty: 5005.014648
	Iteration 8F: 3 clusters Score -3115651 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3116501.750000 Penalty: 5005.014648
	Iteration 9F: 3 clusters Score -3116502 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3117218.250000 Penalty: 5005.014648
	Iteration 10Q: 3 clusters Score -3117218 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3117741.250000 Penalty: 5005.014648
	Iteration 11Q: 3 clusters Score -3117741 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3118002.750000 Penalty: 5005.014648
	Iteration 12Q: 3 clusters Score -3118003 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3118129.500000 Penalty: 5005.014648
	Iteration 13Q: 3 clusters Score -3118130 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3118217.250000 Penalty: 5005.014648
	Iteration 14Q: 3 clusters Score -3118217 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3118266.750000 Penalty: 5005.014648
	Iteration 15Q: 3 clusters Score -3118267 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3118306.000000 Penalty: 5005.014648
	Iteration 16Q: 3 clusters Score -3118306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3118329.750000 Penalty: 5005.014648
	Iteration 17Q: 3 clusters Score -3118330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3118351.750000 Penalty: 5005.014648
	Iteration 18Q: 3 clusters Score -3118352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3118367.000000 Penalty: 5005.014648
	Iteration 19Q: 3 clusters Score -3118367 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3118394.250000 Penalty: 5005.014648
	Iteration 20F: 3 clusters Score -3118394 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3118404.000000 Penalty: 5005.014648
	Iteration 21Q: 3 clusters Score -3118404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3118425.500000 Penalty: 5005.014648
	Iteration 22Q: 3 clusters Score -3118426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3118439.250000 Penalty: 5005.014648
	Iteration 23Q: 3 clusters Score -3118439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3118446.500000 Penalty: 5005.014648
	Iteration 24Q: 3 clusters Score -3118446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3118461.250000 Penalty: 5005.014648
	Iteration 25Q: 3 clusters Score -3118461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3118481.500000 Penalty: 5005.014648
	Iteration 26Q: 3 clusters Score -3118482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3118494.750000 Penalty: 5005.014648
	Iteration 27Q: 3 clusters Score -3118495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3118504.000000 Penalty: 5005.014648
	Iteration 28Q: 3 clusters Score -3118504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3118504.500000 Penalty: 5005.014648
	Iteration 29Q: 3 clusters Score -3118504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3118521.000000 Penalty: 5005.014648
	Iteration 30Q: 3 clusters Score -3118521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3118534.750000 Penalty: 5005.014648
	Iteration 31Q: 3 clusters Score -3118535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3118539.000000 Penalty: 5005.014648
	Iteration 32Q: 3 clusters Score -3118539 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3118554.750000 Penalty: 5005.014648
	Iteration 33Q: 3 clusters Score -3118555 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3118590.500000 Penalty: 5005.014648
	Iteration 34Q: 3 clusters Score -3118590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3118593.750000 Penalty: 5005.014648
	Iteration 35Q: 3 clusters Score -3118594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3118618.750000 Penalty: 5005.014648
	Iteration 36Q: 3 clusters Score -3118619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3118623.750000 Penalty: 5005.014648
	Iteration 37Q: 3 clusters Score -3118624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3118633.500000 Penalty: 5005.014648
	Iteration 38Q: 3 clusters Score -3118634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3118645.500000 Penalty: 5005.014648
	Iteration 39Q: 3 clusters Score -3118646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3118669.500000 Penalty: 5005.014648
	Iteration 40F: 3 clusters Score -3118670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3118673.250000 Penalty: 5005.014648
	Iteration 41Q: 3 clusters Score -3118673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3118693.250000 Penalty: 5005.014648
	Iteration 42Q: 3 clusters Score -3118693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3118708.500000 Penalty: 5005.014648
	Iteration 43Q: 3 clusters Score -3118708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3118719 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3118742.500000 Penalty: 5005.014648
	Iteration 45Q: 3 clusters Score -3118742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3118757.000000 Penalty: 5005.014648
	Iteration 46Q: 3 clusters Score -3118757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3118777.000000 Penalty: 5005.014648
	Iteration 47Q: 3 clusters Score -3118777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -3118791.500000 Penalty: 5005.014648
	Iteration 48Q: 3 clusters Score -3118792 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3118809.250000 Penalty: 5005.014648
	Iteration 49Q: 3 clusters Score -3118809 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3118835.000000 Penalty: 5005.014648
	Iteration 50Q: 3 clusters Score -3118835 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3118853.250000 Penalty: 5005.014648
	Iteration 51Q: 3 clusters Score -3118853 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3118882.500000 Penalty: 5005.014648
	Iteration 52Q: 3 clusters Score -3118882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3118887.750000 Penalty: 5005.014648
	Iteration 53Q: 3 clusters Score -3118888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3118903.250000 Penalty: 5005.014648
	Iteration 54Q: 3 clusters Score -3118903 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3118927.750000 Penalty: 5005.014648
	Iteration 55Q: 3 clusters Score -3118928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3118937.750000 Penalty: 5005.014648
	Iteration 56Q: 3 clusters Score -3118938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3118967.000000 Penalty: 5005.014648
	Iteration 57Q: 3 clusters Score -3118967 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3118990.000000 Penalty: 5005.014648
	Iteration 58Q: 3 clusters Score -3118990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3119014.500000 Penalty: 5005.014648
	Iteration 59Q: 3 clusters Score -3119014 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3119045.750000 Penalty: 5005.014648
	Iteration 60F: 3 clusters Score -3119046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3119074.750000 Penalty: 5005.014648
	Iteration 61Q: 3 clusters Score -3119075 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3119103.500000 Penalty: 5005.014648
	Iteration 62Q: 3 clusters Score -3119104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3119125.000000 Penalty: 5005.014648
	Iteration 63Q: 3 clusters Score -3119125 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3119152.250000 Penalty: 5005.014648
	Iteration 64Q: 3 clusters Score -3119152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3119198.250000 Penalty: 5005.014648
	Iteration 65Q: 3 clusters Score -3119198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3119223.750000 Penalty: 5005.014648
	Iteration 66Q: 3 clusters Score -3119224 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3119260.250000 Penalty: 5005.014648
	Iteration 67Q: 3 clusters Score -3119260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3119294.250000 Penalty: 5005.014648
	Iteration 68Q: 3 clusters Score -3119294 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3119341.000000 Penalty: 5005.014648
	Iteration 69Q: 3 clusters Score -3119341 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3119389.750000 Penalty: 5005.014648
	Iteration 70Q: 3 clusters Score -3119390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3119417.000000 Penalty: 5005.014648
	Iteration 71Q: 3 clusters Score -3119417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3119451.500000 Penalty: 5005.014648
	Iteration 72Q: 3 clusters Score -3119452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3119488.750000 Penalty: 5005.014648
	Iteration 73Q: 3 clusters Score -3119489 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3119514.250000 Penalty: 5005.014648
	Iteration 74Q: 3 clusters Score -3119514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3119554.750000 Penalty: 5005.014648
	Iteration 75Q: 3 clusters Score -3119555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3119571.500000 Penalty: 5005.014648
	Iteration 76Q: 3 clusters Score -3119572 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3119599.750000 Penalty: 5005.014648
	Iteration 77Q: 3 clusters Score -3119600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3119630.250000 Penalty: 5005.014648
	Iteration 78Q: 3 clusters Score -3119630 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3119660.000000 Penalty: 5005.014648
	Iteration 79Q: 3 clusters Score -3119660 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3119677.500000 Penalty: 5005.014648
	Iteration 80F: 3 clusters Score -3119678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3119698.500000 Penalty: 5005.014648
	Iteration 81Q: 3 clusters Score -3119698 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3119711.500000 Penalty: 5005.014648
	Iteration 82Q: 3 clusters Score -3119712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3119723.500000 Penalty: 5005.014648
	Iteration 83Q: 3 clusters Score -3119724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3119743.250000 Penalty: 5005.014648
	Iteration 84Q: 3 clusters Score -3119743 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3119753.500000 Penalty: 5005.014648
	Iteration 85Q: 3 clusters Score -3119754 nChanged 46
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Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3119776 nChanged 55
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Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3119793.750000 Penalty: 5005.014648
	Iteration 87Q: 3 clusters Score -3119794 nChanged 55
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Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3119808 nChanged 59
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Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3119825.750000 Penalty: 5005.014648
	Iteration 89Q: 3 clusters Score -3119826 nChanged 57
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Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3119836 nChanged 65
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Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3119847 nChanged 65
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3119868 nChanged 64
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Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3119881.750000 Penalty: 5005.014648
	Iteration 93Q: 3 clusters Score -3119882 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3119895 nChanged 38
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Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3119906 nChanged 43
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Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3119905 nChanged 39
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Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3119915.000000 Penalty: 5005.014648
	Iteration 97Q: 3 clusters Score -3119915 nChanged 23
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Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3119914.000000 Penalty: 5005.014648
	Iteration 98Q: 3 clusters Score -3119914 nChanged 19
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Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3119921.500000 Penalty: 5005.014648
	Iteration 99Q: 3 clusters Score -3119922 nChanged 23
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Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3119929.250000 Penalty: 5005.014648
	Iteration 100F: 3 clusters Score -3119929 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3119931.500000 Penalty: 5005.014648
	Iteration 101Q: 3 clusters Score -3119932 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3119943 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3119948.250000 Penalty: 5005.014648
	Iteration 103Q: 3 clusters Score -3119948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3119947.250000 Penalty: 5005.014648
	Iteration 104Q: 3 clusters Score -3119947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3119960.250000 Penalty: 5005.014648
	Iteration 105Q: 3 clusters Score -3119960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3119959.250000 Penalty: 5005.014648
	Iteration 106Q: 3 clusters Score -3119959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3119960.000000 Penalty: 5005.014648
	Iteration 107Q: 3 clusters Score -3119960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3119973.500000 Penalty: 5005.014648
	Iteration 108Q: 3 clusters Score -3119974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3119980.250000 Penalty: 5005.014648
	Iteration 109Q: 3 clusters Score -3119980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3119983.000000 Penalty: 5005.014648
	Iteration 110Q: 3 clusters Score -3119983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3119990.500000 Penalty: 5005.014648
	Iteration 111Q: 3 clusters Score -3119990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3119989.000000 Penalty: 5005.014648
	Iteration 112Q: 3 clusters Score -3119989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3119994.000000 Penalty: 5005.014648
	Iteration 113Q: 3 clusters Score -3119994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3119999.250000 Penalty: 5005.014648
	Iteration 114Q: 3 clusters Score -3119999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3119997.500000 Penalty: 5005.014648
	Iteration 115Q: 3 clusters Score -3119998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3119997.500000 Penalty: 5005.014648
	Iteration 116Q: 3 clusters Score -3119998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3120003.500000 Penalty: 5005.014648
	Iteration 117Q: 3 clusters Score -3120004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3120001.000000 Penalty: 5005.014648
	Iteration 118Q: 3 clusters Score -3120001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3120007.000000 Penalty: 5005.014648
	Iteration 119Q: 3 clusters Score -3120007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3120013.250000 Penalty: 5005.014648
	Iteration 120F: 3 clusters Score -3120013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3120019.250000 Penalty: 5005.014648
	Iteration 121Q: 3 clusters Score -3120019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3120027.000000 Penalty: 5005.014648
	Iteration 122Q: 3 clusters Score -3120027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3120026.500000 Penalty: 5005.014648
	Iteration 123Q: 3 clusters Score -3120026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3120030.500000 Penalty: 5005.014648
	Iteration 124Q: 3 clusters Score -3120030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3120033.250000 Penalty: 5005.014648
	Iteration 125Q: 3 clusters Score -3120033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3120042.500000 Penalty: 5005.014648
	Iteration 126Q: 3 clusters Score -3120042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3120045.250000 Penalty: 5005.014648
	Iteration 127Q: 3 clusters Score -3120045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3120053.750000 Penalty: 5005.014648
	Iteration 128Q: 3 clusters Score -3120054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3120059.000000 Penalty: 5005.014648
	Iteration 129Q: 3 clusters Score -3120059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3120067.250000 Penalty: 5005.014648
	Iteration 130Q: 3 clusters Score -3120067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3120066.500000 Penalty: 5005.014648
	Iteration 131Q: 3 clusters Score -3120066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3120064.500000 Penalty: 5005.014648
	Iteration 132Q: 3 clusters Score -3120064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3120065.000000 Penalty: 5005.014648
	Iteration 133Q: 3 clusters Score -3120065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3120069.500000 Penalty: 5005.014648
	Iteration 134Q: 3 clusters Score -3120070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3120068.000000 Penalty: 5005.014648
	Iteration 135Q: 3 clusters Score -3120068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3120070.000000 Penalty: 5005.014648
	Iteration 136Q: 3 clusters Score -3120070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3120071.000000 Penalty: 5005.014648
	Iteration 137Q: 3 clusters Score -3120071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3120077.500000 Penalty: 5005.014648
	Iteration 138Q: 3 clusters Score -3120078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3120081.750000 Penalty: 5005.014648
	Iteration 139Q: 3 clusters Score -3120082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3120083.250000 Penalty: 5005.014648
	Iteration 140F: 3 clusters Score -3120083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3120083.750000 Penalty: 5005.014648
	Iteration 141Q: 3 clusters Score -3120084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3120089.000000 Penalty: 5005.014648
	Iteration 142Q: 3 clusters Score -3120089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3120091.250000 Penalty: 5005.014648
	Iteration 143Q: 3 clusters Score -3120091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3120093.750000 Penalty: 5005.014648
	Iteration 144Q: 3 clusters Score -3120094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3120095.250000 Penalty: 5005.014648
	Iteration 145Q: 3 clusters Score -3120095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3120094.000000 Penalty: 5005.014648
	Iteration 146Q: 3 clusters Score -3120094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3120093.750000 Penalty: 5005.014648
	Iteration 147Q: 3 clusters Score -3120094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3120098.250000 Penalty: 5005.014648
	Iteration 148Q: 3 clusters Score -3120098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3120101.500000 Penalty: 5005.014648
	Iteration 149Q: 3 clusters Score -3120102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3120099.250000 Penalty: 5005.014648
	Iteration 150Q: 3 clusters Score -3120099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3120101.750000 Penalty: 5005.014648
	Iteration 151Q: 3 clusters Score -3120102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3120106.750000 Penalty: 5005.014648
	Iteration 152Q: 3 clusters Score -3120107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3120106.750000 Penalty: 5005.014648
	Iteration 153Q: 3 clusters Score -3120107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3120108.250000 Penalty: 5005.014648
	Iteration 154Q: 3 clusters Score -3120108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3120110.500000 Penalty: 5005.014648
	Iteration 155Q: 3 clusters Score -3120110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3120113.250000 Penalty: 5005.014648
	Iteration 156Q: 3 clusters Score -3120113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3120117.250000 Penalty: 5005.014648
	Iteration 157Q: 3 clusters Score -3120117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3120112.000000 Penalty: 5005.014648
	Iteration 158Q: 3 clusters Score -3120112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3120118.750000 Penalty: 5005.014648
	Iteration 159Q: 3 clusters Score -3120119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3120119.000000 Penalty: 5005.014648
	Iteration 160F: 3 clusters Score -3120119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3120121.500000 Penalty: 5005.014648
	Iteration 161Q: 3 clusters Score -3120122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3120125.500000 Penalty: 5005.014648
	Iteration 162Q: 3 clusters Score -3120126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3120127.500000 Penalty: 5005.014648
	Iteration 163Q: 3 clusters Score -3120128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3120130.750000 Penalty: 5005.014648
	Iteration 164Q: 3 clusters Score -3120131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3120142.250000 Penalty: 5005.014648
	Iteration 165Q: 3 clusters Score -3120142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3120142.500000 Penalty: 5005.014648
	Iteration 166Q: 3 clusters Score -3120142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3120137.000000 Penalty: 5005.014648
	Iteration 167Q: 3 clusters Score -3120137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3120136.000000 Penalty: 5005.014648
	Iteration 168Q: 3 clusters Score -3120136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3120137.000000 Penalty: 5005.014648
	Iteration 169Q: 3 clusters Score -3120137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3120138.500000 Penalty: 5005.014648
	Iteration 170Q: 3 clusters Score -3120138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3120133.250000 Penalty: 5005.014648
	Iteration 171Q: 3 clusters Score -3120133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3120143.750000 Penalty: 5005.014648
	Iteration 172Q: 3 clusters Score -3120144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3120144.750000 Penalty: 5005.014648
	Iteration 173Q: 3 clusters Score -3120145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3120148.000000 Penalty: 5005.014648
	Iteration 174Q: 3 clusters Score -3120148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3120151.000000 Penalty: 5005.014648
	Iteration 175Q: 3 clusters Score -3120151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3120153.500000 Penalty: 5005.014648
	Iteration 176Q: 3 clusters Score -3120154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3120160.500000 Penalty: 5005.014648
	Iteration 177Q: 3 clusters Score -3120160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3120159.500000 Penalty: 5005.014648
	Iteration 178Q: 3 clusters Score -3120160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3120160.250000 Penalty: 5005.014648
	Iteration 179Q: 3 clusters Score -3120160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3120160.250000 Penalty: 5005.014648
	Iteration 180F: 3 clusters Score -3120160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3120159.750000 Penalty: 5005.014648
	Iteration 181Q: 3 clusters Score -3120160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3120159.250000 Penalty: 5005.014648
	Iteration 182Q: 3 clusters Score -3120159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3120159.250000 Penalty: 5005.014648
	Iteration 183F: 3 clusters Score -3120159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17958 members 
Mstep: Class 14 contains 74373 members 
Mstep: Class 15 contains 151159 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172086 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278680.000000 Penalty: 67304.742188
Iteration 239Q: 21 clusters Score -9.827868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172772 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 76753 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17959 members 
Mstep: Class 14 contains 74383 members 
Mstep: Class 15 contains 151144 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172088 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278696.000000 Penalty: 67304.742188
Iteration 240F: 21 clusters Score -9.82787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172768 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76757 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17960 members 
Mstep: Class 14 contains 74390 members 
Mstep: Class 15 contains 151135 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172086 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278720.000000 Penalty: 67304.742188
Iteration 241Q: 21 clusters Score -9.827872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172764 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22746 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76760 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 74401 members 
Mstep: Class 15 contains 151130 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172083 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 242Q: 21 clusters Score -9.827873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172764 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22747 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76762 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 74415 members 
Mstep: Class 15 contains 151123 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172071 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 243Q: 21 clusters Score -9.827869e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172766 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22747 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76765 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 74426 members 
Mstep: Class 15 contains 151115 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172063 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 244Q: 21 clusters Score -9.827873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172771 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22747 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76767 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 74435 members 
Mstep: Class 15 contains 151100 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172063 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 245Q: 21 clusters Score -9.827876e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172771 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22747 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76768 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 74443 members 
Mstep: Class 15 contains 151086 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172066 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278768.000000 Penalty: 67304.742188
Iteration 246Q: 21 clusters Score -9.827877e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172774 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22748 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76767 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 74454 members 
Mstep: Class 15 contains 151075 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172062 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278704.000000 Penalty: 67304.742188
Iteration 247Q: 21 clusters Score -9.82787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172771 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22749 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76768 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 74466 members 
Mstep: Class 15 contains 151071 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172053 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278632.000000 Penalty: 67304.742188
Iteration 248Q: 21 clusters Score -9.827863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172772 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10504 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22748 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76770 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 74472 members 
Mstep: Class 15 contains 151064 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172049 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278680.000000 Penalty: 67304.742188
Iteration 249Q: 21 clusters Score -9.827868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172774 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22748 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76771 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 74481 members 
Mstep: Class 15 contains 151053 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172047 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 67304.742188
Iteration 250Q: 21 clusters Score -9.827866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172772 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10505 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22751 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76775 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 74489 members 
Mstep: Class 15 contains 151043 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172042 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278696.000000 Penalty: 67304.742188
Iteration 251Q: 21 clusters Score -9.82787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172774 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22754 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76774 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 74505 members 
Mstep: Class 15 contains 151032 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172029 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 67304.742188
Iteration 252Q: 21 clusters Score -9.827869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172775 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22757 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76772 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 74519 members 
Mstep: Class 15 contains 151020 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172022 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278712.000000 Penalty: 67304.742188
Iteration 253Q: 21 clusters Score -9.827871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172780 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22759 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76774 members 
Mstep: Class 11 contains 18323 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 74530 members 
Mstep: Class 15 contains 151005 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172020 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 254Q: 21 clusters Score -9.827873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172777 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22761 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 76777 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17964 members 
Mstep: Class 14 contains 74541 members 
Mstep: Class 15 contains 150992 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172020 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 67304.742188
Iteration 255Q: 21 clusters Score -9.827875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22763 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 76781 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17966 members 
Mstep: Class 14 contains 74554 members 
Mstep: Class 15 contains 150972 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172025 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278736.000000 Penalty: 67304.742188
Iteration 256Q: 21 clusters Score -9.827874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172770 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22764 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 76783 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 74571 members 
Mstep: Class 15 contains 150957 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172023 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278832.000000 Penalty: 67304.742188
Iteration 257Q: 21 clusters Score -9.827883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172769 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22764 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 76785 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 74586 members 
Mstep: Class 15 contains 150938 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172018 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278848.000000 Penalty: 67304.742188
Iteration 258Q: 21 clusters Score -9.827885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172765 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22763 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76786 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 74600 members 
Mstep: Class 15 contains 150924 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172019 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278880.000000 Penalty: 67304.742188
Iteration 259Q: 21 clusters Score -9.827888e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172765 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22764 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76786 members 
Mstep: Class 11 contains 18326 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17969 members 
Mstep: Class 14 contains 74617 members 
Mstep: Class 15 contains 150912 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172011 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278848.000000 Penalty: 67304.742188
Iteration 260F: 21 clusters Score -9.827885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172768 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 22765 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76786 members 
Mstep: Class 11 contains 18328 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17969 members 
Mstep: Class 14 contains 74631 members 
Mstep: Class 15 contains 150897 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172008 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278824.000000 Penalty: 67304.742188
Iteration 261Q: 21 clusters Score -9.827882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22766 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76787 members 
Mstep: Class 11 contains 18330 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 14 contains 74644 members 
Mstep: Class 15 contains 150875 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172006 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278824.000000 Penalty: 67304.742188
Iteration 262Q: 21 clusters Score -9.827882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172775 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22767 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76790 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 74662 members 
Mstep: Class 15 contains 150844 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172011 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278800.000000 Penalty: 67304.742188
Iteration 263Q: 21 clusters Score -9.82788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172776 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22767 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76791 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 74672 members 
Mstep: Class 15 contains 150825 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172017 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278800.000000 Penalty: 67304.742188
Iteration 264Q: 21 clusters Score -9.82788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172775 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22768 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76791 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 74691 members 
Mstep: Class 15 contains 150808 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172016 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278816.000000 Penalty: 67304.742188
Iteration 265Q: 21 clusters Score -9.827882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172771 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10509 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4189 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22770 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76791 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17972 members 
Mstep: Class 14 contains 74702 members 
Mstep: Class 15 contains 150799 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172018 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278832.000000 Penalty: 67304.742188
Iteration 266Q: 21 clusters Score -9.827883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172766 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4185 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22770 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76792 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 74711 members 
Mstep: Class 15 contains 150792 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172021 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278800.000000 Penalty: 67304.742188
Iteration 267Q: 21 clusters Score -9.82788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172761 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22770 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76796 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 74720 members 
Mstep: Class 15 contains 150790 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172023 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278808.000000 Penalty: 67304.742188
Iteration 268Q: 21 clusters Score -9.827881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172764 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76800 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 74731 members 
Mstep: Class 15 contains 150778 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172019 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278808.000000 Penalty: 67304.742188
Iteration 269Q: 21 clusters Score -9.827881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172758 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76807 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 74735 members 
Mstep: Class 15 contains 150774 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172017 members 
Mstep: Class 18 contains 6764 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 270Q: 21 clusters Score -9.827876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172755 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76813 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 74740 members 
Mstep: Class 15 contains 150773 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172009 members 
Mstep: Class 18 contains 6764 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278800.000000 Penalty: 67304.742188
Iteration 271Q: 21 clusters Score -9.82788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172755 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76817 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 74745 members 
Mstep: Class 15 contains 150768 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172002 members 
Mstep: Class 18 contains 6765 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278768.000000 Penalty: 67304.742188
Iteration 272Q: 21 clusters Score -9.827877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76820 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 74753 members 
Mstep: Class 15 contains 150759 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171999 members 
Mstep: Class 18 contains 6766 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278784.000000 Penalty: 67304.742188
Iteration 273Q: 21 clusters Score -9.827878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172751 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76819 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 74761 members 
Mstep: Class 15 contains 150748 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171997 members 
Mstep: Class 18 contains 6768 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278744.000000 Penalty: 67304.742188
Iteration 274Q: 21 clusters Score -9.827874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172748 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76820 members 
Mstep: Class 11 contains 18333 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 74769 members 
Mstep: Class 15 contains 150733 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172000 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278720.000000 Penalty: 67304.742188
Iteration 275Q: 21 clusters Score -9.827872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172746 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76821 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 74777 members 
Mstep: Class 15 contains 150726 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 172000 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278744.000000 Penalty: 67304.742188
Iteration 276Q: 21 clusters Score -9.827874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172741 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76822 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17978 members 
Mstep: Class 14 contains 74787 members 
Mstep: Class 15 contains 150721 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171994 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 67304.742188
Iteration 277Q: 21 clusters Score -9.827875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172744 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22771 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76825 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 74787 members 
Mstep: Class 15 contains 150713 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171997 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278736.000000 Penalty: 67304.742188
Iteration 278Q: 21 clusters Score -9.827874e+07 nChanged 23
Entering ConstructFrom: 
Score: -98278736.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -467745.750000 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -467745.8 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 1905 members 
Entering Unmasked Estep 
Score: -464012.750000 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -464012.8 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -464792.218750 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -464792.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -464994.468750 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -464994.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -465101.406250 Penalty: 4083.158203
	Iteration 3Q: 3 clusters Score -465101.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -465204.187500 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -465204.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -465334.312500 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -465334.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -465448.000000 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -465448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -465567.031250 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -465567 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -465684.437500 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -465684.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -465790.656250 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -465790.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -465900.656250 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -465900.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -465997.031250 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -465997 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -466076.375000 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -466076.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -466153.312500 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -466153.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -466219.062500 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -466219.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -466276.375000 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -466276.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -466321.343750 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -466321.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -466348.812500 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -466348.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -466371.000000 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -466371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -466390.750000 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -466390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -466404.937500 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -466404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -466416.218750 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -466416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -466424.562500 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -466424.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -466431.375000 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -466431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -466441.031250 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -466441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -466452.781250 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -466452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -466459.406250 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -466459.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -466465.687500 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -466465.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -466475.562500 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -466475.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -466481.125000 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -466481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -466484.437500 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -466484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -466485.937500 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -466485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -466488.312500 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -466488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -466488.562500 Penalty: 4083.158203
	Iteration 33Q: 3 clusters Score -466488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -466488.562500 Penalty: 4083.158203
	Iteration 34F: 3 clusters Score -466488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172743 members 
Entering Unmasked Estep 
Score: -22150912.000000 Penalty: 2990.770752
	Iteration 0F: 2 clusters Score -2.215091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -22037494.000000 Penalty: 5981.541504
	Iteration 0F: 3 clusters Score -2.203749e+07 nChanged 82561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -22084628.000000 Penalty: 5981.541504
	Iteration 1F: 3 clusters Score -2.208463e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -22085356.000000 Penalty: 5981.541504
	Iteration 2Q: 3 clusters Score -2.208536e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -22086190.000000 Penalty: 5981.541504
	Iteration 3Q: 3 clusters Score -2.208619e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -22087330.000000 Penalty: 5981.541504
	Iteration 4Q: 3 clusters Score -2.208733e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -22089214.000000 Penalty: 5981.541504
	Iteration 5Q: 3 clusters Score -2.208921e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -22092318.000000 Penalty: 5981.541504
	Iteration 6Q: 3 clusters Score -2.209232e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -22097482.000000 Penalty: 5981.541504
	Iteration 7F: 3 clusters Score -2.209748e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123297 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -22105608.000000 Penalty: 5981.541504
	Iteration 8F: 3 clusters Score -2.210561e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136267 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -22116786.000000 Penalty: 5981.541504
	Iteration 9F: 3 clusters Score -2.211679e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -22129070.000000 Penalty: 5981.541504
	Iteration 10F: 3 clusters Score -2.212907e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -22138396.000000 Penalty: 5981.541504
	Iteration 11F: 3 clusters Score -2.21384e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -22143446.000000 Penalty: 5981.541504
	Iteration 12Q: 3 clusters Score -2.214345e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167402 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -22145704.000000 Penalty: 5981.541504
	Iteration 13Q: 3 clusters Score -2.21457e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -22146964.000000 Penalty: 5981.541504
	Iteration 14Q: 3 clusters Score -2.214696e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -22147510.000000 Penalty: 5981.541504
	Iteration 15Q: 3 clusters Score -2.214751e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170811 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22147870.000000 Penalty: 5981.541504
	Iteration 16Q: 3 clusters Score -2.214787e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -22148086.000000 Penalty: 5981.541504
	Iteration 17Q: 3 clusters Score -2.214809e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -22148148.000000 Penalty: 5981.541504
	Iteration 18Q: 3 clusters Score -2.214815e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22148186.000000 Penalty: 5981.541504
	Iteration 19Q: 3 clusters Score -2.214819e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171659 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -22148252.000000 Penalty: 5981.541504
	Iteration 20F: 3 clusters Score -2.214825e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171747 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22148264.000000 Penalty: 5981.541504
	Iteration 21Q: 3 clusters Score -2.214826e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22148320.000000 Penalty: 5981.541504
	Iteration 22Q: 3 clusters Score -2.214832e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171838 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -22148360.000000 Penalty: 5981.541504
	Iteration 23Q: 3 clusters Score -2.214836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22148398.000000 Penalty: 5981.541504
	Iteration 24Q: 3 clusters Score -2.21484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22148376.000000 Penalty: 5981.541504
	Iteration 25Q: 3 clusters Score -2.214838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22148392.000000 Penalty: 5981.541504
	Iteration 26Q: 3 clusters Score -2.214839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171929 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22148404.000000 Penalty: 5981.541504
	Iteration 27Q: 3 clusters Score -2.21484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22148416.000000 Penalty: 5981.541504
	Iteration 28Q: 3 clusters Score -2.214842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171956 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22148412.000000 Penalty: 5981.541504
	Iteration 29Q: 3 clusters Score -2.214841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171965 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22148426.000000 Penalty: 5981.541504
	Iteration 30Q: 3 clusters Score -2.214843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22148428.000000 Penalty: 5981.541504
	Iteration 31Q: 3 clusters Score -2.214843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171974 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -22148428.000000 Penalty: 5981.541504
	Iteration 32Q: 3 clusters Score -2.214843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22148426.000000 Penalty: 5981.541504
	Iteration 33Q: 3 clusters Score -2.214843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -22148428.000000 Penalty: 5981.541504
	Iteration 34Q: 3 clusters Score -2.214843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -22148444.000000 Penalty: 5981.541504
	Iteration 35Q: 3 clusters Score -2.214844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171988 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -22148440.000000 Penalty: 5981.541504
	Iteration 36Q: 3 clusters Score -2.214844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22148428.000000 Penalty: 5981.541504
	Iteration 37Q: 3 clusters Score -2.214843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22148434.000000 Penalty: 5981.541504
	Iteration 38Q: 3 clusters Score -2.214843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172002 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -22148444.000000 Penalty: 5981.541504
	Iteration 39Q: 3 clusters Score -2.214844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -22148478.000000 Penalty: 5981.541504
	Iteration 40F: 3 clusters Score -2.214848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22148452.000000 Penalty: 5981.541504
	Iteration 41Q: 3 clusters Score -2.214845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22148450.000000 Penalty: 5981.541504
	Iteration 42Q: 3 clusters Score -2.214845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -22148450.000000 Penalty: 5981.541504
	Iteration 43Q: 3 clusters Score -2.214845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -22148450.000000 Penalty: 5981.541504
	Iteration 44F: 3 clusters Score -2.214845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 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 211 members 
Entering Unmasked Estep 
Score: -43225.906250 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43225.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43407.980469 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43407.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43467.949219 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -43467.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43498.445312 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43498.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43520.507812 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43520.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43533.542969 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43533.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43545.375000 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -43545.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43547.531250 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -43547.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43551.226562 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -43551.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43551.226562 Penalty: 3005.324951
	Iteration 9F: 3 clusters Score -43551.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Entering Unmasked Estep 
Score: -1369762.500000 Penalty: 2296.547607
	Iteration 0F: 2 clusters Score -1369762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1361667.875000 Penalty: 4593.095215
	Iteration 0F: 3 clusters Score -1361668 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1363931.750000 Penalty: 4593.095215
	Iteration 1F: 3 clusters Score -1363932 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1364182.125000 Penalty: 4593.095215
	Iteration 2F: 3 clusters Score -1364182 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1364384.875000 Penalty: 4593.095215
	Iteration 3Q: 3 clusters Score -1364385 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1364548.375000 Penalty: 4593.095215
	Iteration 4Q: 3 clusters Score -1364548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1364698.875000 Penalty: 4593.095215
	Iteration 5Q: 3 clusters Score -1364699 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1364831.250000 Penalty: 4593.095215
	Iteration 6Q: 3 clusters Score -1364831 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1364951.875000 Penalty: 4593.095215
	Iteration 7Q: 3 clusters Score -1364952 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1365073.875000 Penalty: 4593.095215
	Iteration 8Q: 3 clusters Score -1365074 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1365226.500000 Penalty: 4593.095215
	Iteration 9Q: 3 clusters Score -1365226 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1365423.875000 Penalty: 4593.095215
	Iteration 10Q: 3 clusters Score -1365424 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1365688.625000 Penalty: 4593.095215
	Iteration 11Q: 3 clusters Score -1365689 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1365989.000000 Penalty: 4593.095215
	Iteration 12Q: 3 clusters Score -1365989 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1366370.000000 Penalty: 4593.095215
	Iteration 13Q: 3 clusters Score -1366370 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1366759.125000 Penalty: 4593.095215
	Iteration 14Q: 3 clusters Score -1366759 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1367084.000000 Penalty: 4593.095215
	Iteration 15Q: 3 clusters Score -1367084 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1367343.750000 Penalty: 4593.095215
	Iteration 16Q: 3 clusters Score -1367344 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1367518.750000 Penalty: 4593.095215
	Iteration 17Q: 3 clusters Score -1367519 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1367609.125000 Penalty: 4593.095215
	Iteration 18Q: 3 clusters Score -1367609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1367681.375000 Penalty: 4593.095215
	Iteration 19Q: 3 clusters Score -1367681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1367729.125000 Penalty: 4593.095215
	Iteration 20F: 3 clusters Score -1367729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1367754.875000 Penalty: 4593.095215
	Iteration 21Q: 3 clusters Score -1367755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1367776.500000 Penalty: 4593.095215
	Iteration 22Q: 3 clusters Score -1367776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1367787.750000 Penalty: 4593.095215
	Iteration 23Q: 3 clusters Score -1367788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1367795.875000 Penalty: 4593.095215
	Iteration 24Q: 3 clusters Score -1367796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1367802.000000 Penalty: 4593.095215
	Iteration 25Q: 3 clusters Score -1367802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1367810.625000 Penalty: 4593.095215
	Iteration 26Q: 3 clusters Score -1367811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1367811.625000 Penalty: 4593.095215
	Iteration 27Q: 3 clusters Score -1367812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1367817.750000 Penalty: 4593.095215
	Iteration 28Q: 3 clusters Score -1367818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1367825.375000 Penalty: 4593.095215
	Iteration 29Q: 3 clusters Score -1367825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1367830.125000 Penalty: 4593.095215
	Iteration 30Q: 3 clusters Score -1367830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1367833.750000 Penalty: 4593.095215
	Iteration 31Q: 3 clusters Score -1367834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1367841.250000 Penalty: 4593.095215
	Iteration 32Q: 3 clusters Score -1367841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1367848.375000 Penalty: 4593.095215
	Iteration 33Q: 3 clusters Score -1367848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1367851.625000 Penalty: 4593.095215
	Iteration 34Q: 3 clusters Score -1367852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1367852.250000 Penalty: 4593.095215
	Iteration 35Q: 3 clusters Score -1367852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1367853.375000 Penalty: 4593.095215
	Iteration 36Q: 3 clusters Score -1367853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1367854.625000 Penalty: 4593.095215
	Iteration 37Q: 3 clusters Score -1367855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1367856.500000 Penalty: 4593.095215
	Iteration 38Q: 3 clusters Score -1367856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1367858.500000 Penalty: 4593.095215
	Iteration 39Q: 3 clusters Score -1367858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1367858.500000 Penalty: 4593.095215
	Iteration 40F: 3 clusters Score -1367858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1367860.250000 Penalty: 4593.095215
	Iteration 41Q: 3 clusters Score -1367860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1367860.250000 Penalty: 4593.095215
	Iteration 42F: 3 clusters Score -1367860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -74656.968750 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -74656.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72996.953125 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -72996.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73393.000000 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -73393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73652.367188 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -73652.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73837.335938 Penalty: 3237.141602
	Iteration 3Q: 3 clusters Score -73837.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -73925.773438 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -73925.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73970.390625 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -73970.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -73982.703125 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -73982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73987.015625 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -73987.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74001.195312 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -74001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74023.078125 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -74023.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74038.789062 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -74038.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74062.523438 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -74062.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74100.179688 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -74100.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74108.515625 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -74108.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74113.062500 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -74113.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74113.062500 Penalty: 3237.141602
	Iteration 15F: 3 clusters Score -74113.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -536730.187500 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -536730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -532714.937500 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -532714.9 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -533628.187500 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -533628.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -533837.812500 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -533837.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -533957.312500 Penalty: 4135.325195
	Iteration 3F: 3 clusters Score -533957.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -534051.750000 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -534051.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -534132.250000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -534132.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -534211.062500 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -534211.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -534282.750000 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -534282.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -534357.812500 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -534357.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -534420.937500 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -534420.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -534471.687500 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -534471.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -534519.312500 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -534519.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -534573.750000 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -534573.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -534635.500000 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -534635.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -534702.000000 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -534702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -534766.875000 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -534766.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -534832.250000 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -534832.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -534879.062500 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -534879.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -534916.750000 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -534916.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -534949.687500 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -534949.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -534973.875000 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -534973.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -534999.937500 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -534999.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -535017.500000 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -535017.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -535033.187500 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -535033.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -535043.250000 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -535043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -535052.937500 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -535052.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -535059.625000 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -535059.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -535065.187500 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -535065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -535068.187500 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -535068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -535070.437500 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -535070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -535071.000000 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -535071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -535072.125000 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -535072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -535072.125000 Penalty: 4135.325195
	Iteration 32F: 3 clusters Score -535072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Entering Unmasked Estep 
Score: -1434090.250000 Penalty: 2326.637207
	Iteration 0F: 2 clusters Score -1434090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1425220.625000 Penalty: 4653.274414
	Iteration 0F: 3 clusters Score -1425221 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1427847.250000 Penalty: 4653.274414
	Iteration 1F: 3 clusters Score -1427847 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1428159.625000 Penalty: 4653.274414
	Iteration 2F: 3 clusters Score -1428160 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1428417.375000 Penalty: 4653.274414
	Iteration 3F: 3 clusters Score -1428417 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1428601.000000 Penalty: 4653.274414
	Iteration 4Q: 3 clusters Score -1428601 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1428743.375000 Penalty: 4653.274414
	Iteration 5Q: 3 clusters Score -1428743 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1428869.125000 Penalty: 4653.274414
	Iteration 6Q: 3 clusters Score -1428869 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1428980.125000 Penalty: 4653.274414
	Iteration 7Q: 3 clusters Score -1428980 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1429118.875000 Penalty: 4653.274414
	Iteration 8Q: 3 clusters Score -1429119 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1429280.125000 Penalty: 4653.274414
	Iteration 9Q: 3 clusters Score -1429280 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1429436.250000 Penalty: 4653.274414
	Iteration 10Q: 3 clusters Score -1429436 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1429591.750000 Penalty: 4653.274414
	Iteration 11Q: 3 clusters Score -1429592 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1429793.875000 Penalty: 4653.274414
	Iteration 12Q: 3 clusters Score -1429794 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1430018.125000 Penalty: 4653.274414
	Iteration 13Q: 3 clusters Score -1430018 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1430267.250000 Penalty: 4653.274414
	Iteration 14Q: 3 clusters Score -1430267 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1430519.500000 Penalty: 4653.274414
	Iteration 15Q: 3 clusters Score -1430520 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1430735.500000 Penalty: 4653.274414
	Iteration 16Q: 3 clusters Score -1430736 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1430960.500000 Penalty: 4653.274414
	Iteration 17Q: 3 clusters Score -1430960 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1431165.375000 Penalty: 4653.274414
	Iteration 18Q: 3 clusters Score -1431165 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1431341.125000 Penalty: 4653.274414
	Iteration 19Q: 3 clusters Score -1431341 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1431496.000000 Penalty: 4653.274414
	Iteration 20F: 3 clusters Score -1431496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1431612.500000 Penalty: 4653.274414
	Iteration 21Q: 3 clusters Score -1431612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1431708.250000 Penalty: 4653.274414
	Iteration 22Q: 3 clusters Score -1431708 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1431786.000000 Penalty: 4653.274414
	Iteration 23Q: 3 clusters Score -1431786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1431840.000000 Penalty: 4653.274414
	Iteration 24Q: 3 clusters Score -1431840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1431883.375000 Penalty: 4653.274414
	Iteration 25Q: 3 clusters Score -1431883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1431913.625000 Penalty: 4653.274414
	Iteration 26Q: 3 clusters Score -1431914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1431934.250000 Penalty: 4653.274414
	Iteration 27Q: 3 clusters Score -1431934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1431947.375000 Penalty: 4653.274414
	Iteration 28Q: 3 clusters Score -1431947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1431958.125000 Penalty: 4653.274414
	Iteration 29Q: 3 clusters Score -1431958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1431970.375000 Penalty: 4653.274414
	Iteration 30Q: 3 clusters Score -1431970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1431978.750000 Penalty: 4653.274414
	Iteration 31Q: 3 clusters Score -1431979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1431986.500000 Penalty: 4653.274414
	Iteration 32Q: 3 clusters Score -1431986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1431992.750000 Penalty: 4653.274414
	Iteration 33Q: 3 clusters Score -1431993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1431996.000000 Penalty: 4653.274414
	Iteration 34Q: 3 clusters Score -1431996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1431999.125000 Penalty: 4653.274414
	Iteration 35Q: 3 clusters Score -1431999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1432005.000000 Penalty: 4653.274414
	Iteration 36Q: 3 clusters Score -1432005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1432011.500000 Penalty: 4653.274414
	Iteration 37Q: 3 clusters Score -1432012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1432015.875000 Penalty: 4653.274414
	Iteration 38Q: 3 clusters Score -1432016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1432020.500000 Penalty: 4653.274414
	Iteration 39Q: 3 clusters Score -1432020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1432029.500000 Penalty: 4653.274414
	Iteration 40F: 3 clusters Score -1432030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1432035.875000 Penalty: 4653.274414
	Iteration 41Q: 3 clusters Score -1432036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1432039.000000 Penalty: 4653.274414
	Iteration 42Q: 3 clusters Score -1432039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1432042.125000 Penalty: 4653.274414
	Iteration 43Q: 3 clusters Score -1432042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1432044.125000 Penalty: 4653.274414
	Iteration 44Q: 3 clusters Score -1432044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1432046.375000 Penalty: 4653.274414
	Iteration 45Q: 3 clusters Score -1432046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1432050.500000 Penalty: 4653.274414
	Iteration 46Q: 3 clusters Score -1432050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1432050.500000 Penalty: 4653.274414
	Iteration 47F: 3 clusters Score -1432050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Entering Unmasked Estep 
Score: -2952351.250000 Penalty: 2488.255127
	Iteration 0F: 2 clusters Score -2952351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2936526.000000 Penalty: 4976.510254
	Iteration 0F: 3 clusters Score -2936526 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2941895.500000 Penalty: 4976.510254
	Iteration 1F: 3 clusters Score -2941896 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2942260.500000 Penalty: 4976.510254
	Iteration 2Q: 3 clusters Score -2942260 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2942533.000000 Penalty: 4976.510254
	Iteration 3Q: 3 clusters Score -2942533 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2942760.500000 Penalty: 4976.510254
	Iteration 4Q: 3 clusters Score -2942760 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2942969.250000 Penalty: 4976.510254
	Iteration 5Q: 3 clusters Score -2942969 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2943178.750000 Penalty: 4976.510254
	Iteration 6Q: 3 clusters Score -2943179 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2943469.750000 Penalty: 4976.510254
	Iteration 7Q: 3 clusters Score -2943470 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2943890.000000 Penalty: 4976.510254
	Iteration 8Q: 3 clusters Score -2943890 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2944422.750000 Penalty: 4976.510254
	Iteration 9Q: 3 clusters Score -2944423 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2945064.750000 Penalty: 4976.510254
	Iteration 10Q: 3 clusters Score -2945065 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2945832.250000 Penalty: 4976.510254
	Iteration 11F: 3 clusters Score -2945832 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2946761.000000 Penalty: 4976.510254
	Iteration 12F: 3 clusters Score -2946761 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2947686.750000 Penalty: 4976.510254
	Iteration 13F: 3 clusters Score -2947687 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2948235.500000 Penalty: 4976.510254
	Iteration 14Q: 3 clusters Score -2948236 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2948485.500000 Penalty: 4976.510254
	Iteration 15Q: 3 clusters Score -2948486 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2948607.250000 Penalty: 4976.510254
	Iteration 16Q: 3 clusters Score -2948607 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2948678.000000 Penalty: 4976.510254
	Iteration 17Q: 3 clusters Score -2948678 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2948754.750000 Penalty: 4976.510254
	Iteration 18Q: 3 clusters Score -2948755 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2948815.250000 Penalty: 4976.510254
	Iteration 19Q: 3 clusters Score -2948815 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2948887.500000 Penalty: 4976.510254
	Iteration 20F: 3 clusters Score -2948888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2948953.000000 Penalty: 4976.510254
	Iteration 21Q: 3 clusters Score -2948953 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2949009.000000 Penalty: 4976.510254
	Iteration 22Q: 3 clusters Score -2949009 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2949057.000000 Penalty: 4976.510254
	Iteration 23Q: 3 clusters Score -2949057 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2949107.250000 Penalty: 4976.510254
	Iteration 24Q: 3 clusters Score -2949107 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2949145.500000 Penalty: 4976.510254
	Iteration 25Q: 3 clusters Score -2949146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2949212.000000 Penalty: 4976.510254
	Iteration 26Q: 3 clusters Score -2949212 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2949257.750000 Penalty: 4976.510254
	Iteration 27Q: 3 clusters Score -2949258 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2949315.500000 Penalty: 4976.510254
	Iteration 28Q: 3 clusters Score -2949316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2949361.750000 Penalty: 4976.510254
	Iteration 29Q: 3 clusters Score -2949362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2949398.500000 Penalty: 4976.510254
	Iteration 30Q: 3 clusters Score -2949398 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2949432.500000 Penalty: 4976.510254
	Iteration 31Q: 3 clusters Score -2949432 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2949482.500000 Penalty: 4976.510254
	Iteration 32Q: 3 clusters Score -2949482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2949532.000000 Penalty: 4976.510254
	Iteration 33Q: 3 clusters Score -2949532 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2949576.250000 Penalty: 4976.510254
	Iteration 34Q: 3 clusters Score -2949576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2949623.500000 Penalty: 4976.510254
	Iteration 35Q: 3 clusters Score -2949624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2949696.000000 Penalty: 4976.510254
	Iteration 36Q: 3 clusters Score -2949696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2949727.750000 Penalty: 4976.510254
	Iteration 37Q: 3 clusters Score -2949728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2949783.250000 Penalty: 4976.510254
	Iteration 38Q: 3 clusters Score -2949783 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2949836.000000 Penalty: 4976.510254
	Iteration 39Q: 3 clusters Score -2949836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2949879.250000 Penalty: 4976.510254
	Iteration 40F: 3 clusters Score -2949879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2949906.000000 Penalty: 4976.510254
	Iteration 41Q: 3 clusters Score -2949906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2949935.500000 Penalty: 4976.510254
	Iteration 42Q: 3 clusters Score -2949936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2949959.000000 Penalty: 4976.510254
	Iteration 43Q: 3 clusters Score -2949959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2949985.000000 Penalty: 4976.510254
	Iteration 44Q: 3 clusters Score -2949985 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2950008.500000 Penalty: 4976.510254
	Iteration 45Q: 3 clusters Score -2950008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2950036.250000 Penalty: 4976.510254
	Iteration 46Q: 3 clusters Score -2950036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2950043.000000 Penalty: 4976.510254
	Iteration 47Q: 3 clusters Score -2950043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2950058.000000 Penalty: 4976.510254
	Iteration 48Q: 3 clusters Score -2950058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2950065.750000 Penalty: 4976.510254
	Iteration 49Q: 3 clusters Score -2950066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2950069.750000 Penalty: 4976.510254
	Iteration 50Q: 3 clusters Score -2950070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2950071.750000 Penalty: 4976.510254
	Iteration 51Q: 3 clusters Score -2950072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2950081.000000 Penalty: 4976.510254
	Iteration 52Q: 3 clusters Score -2950081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2950088.250000 Penalty: 4976.510254
	Iteration 53Q: 3 clusters Score -2950088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2950094.250000 Penalty: 4976.510254
	Iteration 54Q: 3 clusters Score -2950094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2950094.750000 Penalty: 4976.510254
	Iteration 55Q: 3 clusters Score -2950095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2950104.500000 Penalty: 4976.510254
	Iteration 56Q: 3 clusters Score -2950104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2950112.500000 Penalty: 4976.510254
	Iteration 57Q: 3 clusters Score -2950112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2950114.750000 Penalty: 4976.510254
	Iteration 58Q: 3 clusters Score -2950115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2950122.250000 Penalty: 4976.510254
	Iteration 59Q: 3 clusters Score -2950122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2950129.250000 Penalty: 4976.510254
	Iteration 60F: 3 clusters Score -2950129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2950134.250000 Penalty: 4976.510254
	Iteration 61Q: 3 clusters Score -2950134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2950138.250000 Penalty: 4976.510254
	Iteration 62Q: 3 clusters Score -2950138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2950143.250000 Penalty: 4976.510254
	Iteration 63Q: 3 clusters Score -2950143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2950148.000000 Penalty: 4976.510254
	Iteration 64Q: 3 clusters Score -2950148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2950154.750000 Penalty: 4976.510254
	Iteration 65Q: 3 clusters Score -2950155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2950158.250000 Penalty: 4976.510254
	Iteration 66Q: 3 clusters Score -2950158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2950162.250000 Penalty: 4976.510254
	Iteration 67Q: 3 clusters Score -2950162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2950167.000000 Penalty: 4976.510254
	Iteration 68Q: 3 clusters Score -2950167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2950164.500000 Penalty: 4976.510254
	Iteration 69Q: 3 clusters Score -2950164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2950172.250000 Penalty: 4976.510254
	Iteration 70Q: 3 clusters Score -2950172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2950181.250000 Penalty: 4976.510254
	Iteration 71Q: 3 clusters Score -2950181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2950185.250000 Penalty: 4976.510254
	Iteration 72Q: 3 clusters Score -2950185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2950182.000000 Penalty: 4976.510254
	Iteration 73Q: 3 clusters Score -2950182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2950182.000000 Penalty: 4976.510254
	Iteration 74Q: 3 clusters Score -2950182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2950185.750000 Penalty: 4976.510254
	Iteration 75Q: 3 clusters Score -2950186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2950187.250000 Penalty: 4976.510254
	Iteration 76Q: 3 clusters Score -2950187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2950182.000000 Penalty: 4976.510254
	Iteration 77Q: 3 clusters Score -2950182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2950190.750000 Penalty: 4976.510254
	Iteration 78Q: 3 clusters Score -2950191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2950190.500000 Penalty: 4976.510254
	Iteration 79Q: 3 clusters Score -2950190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2950193.750000 Penalty: 4976.510254
	Iteration 80F: 3 clusters Score -2950194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2950197.500000 Penalty: 4976.510254
	Iteration 81Q: 3 clusters Score -2950198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2950200.000000 Penalty: 4976.510254
	Iteration 82Q: 3 clusters Score -2950200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2950208.750000 Penalty: 4976.510254
	Iteration 83Q: 3 clusters Score -2950209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2950211.500000 Penalty: 4976.510254
	Iteration 84Q: 3 clusters Score -2950212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2950213.500000 Penalty: 4976.510254
	Iteration 85Q: 3 clusters Score -2950214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2950221.250000 Penalty: 4976.510254
	Iteration 86Q: 3 clusters Score -2950221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2950226.000000 Penalty: 4976.510254
	Iteration 87Q: 3 clusters Score -2950226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2950229.750000 Penalty: 4976.510254
	Iteration 88Q: 3 clusters Score -2950230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2950239.500000 Penalty: 4976.510254
	Iteration 89Q: 3 clusters Score -2950240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2950246.250000 Penalty: 4976.510254
	Iteration 90Q: 3 clusters Score -2950246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2950246.750000 Penalty: 4976.510254
	Iteration 91Q: 3 clusters Score -2950247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2950248.500000 Penalty: 4976.510254
	Iteration 92Q: 3 clusters Score -2950248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2950255.250000 Penalty: 4976.510254
	Iteration 93Q: 3 clusters Score -2950255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2950256.250000 Penalty: 4976.510254
	Iteration 94Q: 3 clusters Score -2950256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2950265.500000 Penalty: 4976.510254
	Iteration 95Q: 3 clusters Score -2950266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2950272.500000 Penalty: 4976.510254
	Iteration 96Q: 3 clusters Score -2950272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2950274.000000 Penalty: 4976.510254
	Iteration 97Q: 3 clusters Score -2950274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2950276.750000 Penalty: 4976.510254
	Iteration 98Q: 3 clusters Score -2950277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2950281.250000 Penalty: 4976.510254
	Iteration 99Q: 3 clusters Score -2950281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2950280.750000 Penalty: 4976.510254
	Iteration 100F: 3 clusters Score -2950281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2950285.500000 Penalty: 4976.510254
	Iteration 101Q: 3 clusters Score -2950286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2950285.500000 Penalty: 4976.510254
	Iteration 102Q: 3 clusters Score -2950286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2950283.750000 Penalty: 4976.510254
	Iteration 103Q: 3 clusters Score -2950284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2950284.000000 Penalty: 4976.510254
	Iteration 104Q: 3 clusters Score -2950284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2950284.250000 Penalty: 4976.510254
	Iteration 105Q: 3 clusters Score -2950284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2950285.250000 Penalty: 4976.510254
	Iteration 106Q: 3 clusters Score -2950285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2950284.500000 Penalty: 4976.510254
	Iteration 107Q: 3 clusters Score -2950284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2950291.000000 Penalty: 4976.510254
	Iteration 108Q: 3 clusters Score -2950291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2950288.250000 Penalty: 4976.510254
	Iteration 109Q: 3 clusters Score -2950288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2950292.750000 Penalty: 4976.510254
	Iteration 110Q: 3 clusters Score -2950293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2950294.750000 Penalty: 4976.510254
	Iteration 111Q: 3 clusters Score -2950295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2950296.000000 Penalty: 4976.510254
	Iteration 112Q: 3 clusters Score -2950296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2950299.000000 Penalty: 4976.510254
	Iteration 113Q: 3 clusters Score -2950299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2950298.500000 Penalty: 4976.510254
	Iteration 114Q: 3 clusters Score -2950298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2950295.500000 Penalty: 4976.510254
	Iteration 115Q: 3 clusters Score -2950296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2950295.500000 Penalty: 4976.510254
	Iteration 116F: 3 clusters Score -2950296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Entering Unmasked Estep 
Score: -1465661.000000 Penalty: 2313.352539
	Iteration 0F: 2 clusters Score -1465661 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 5592 members 
Entering Unmasked Estep 
Score: -1457243.500000 Penalty: 4626.705078
	Iteration 0F: 3 clusters Score -1457244 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1459671.375000 Penalty: 4626.705078
	Iteration 1F: 3 clusters Score -1459671 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1459971.500000 Penalty: 4626.705078
	Iteration 2F: 3 clusters Score -1459972 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1460159.125000 Penalty: 4626.705078
	Iteration 3Q: 3 clusters Score -1460159 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1460299.625000 Penalty: 4626.705078
	Iteration 4Q: 3 clusters Score -1460300 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1460436.875000 Penalty: 4626.705078
	Iteration 5Q: 3 clusters Score -1460437 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1460557.250000 Penalty: 4626.705078
	Iteration 6Q: 3 clusters Score -1460557 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1460680.250000 Penalty: 4626.705078
	Iteration 7Q: 3 clusters Score -1460680 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1460816.875000 Penalty: 4626.705078
	Iteration 8Q: 3 clusters Score -1460817 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1460974.625000 Penalty: 4626.705078
	Iteration 9Q: 3 clusters Score -1460975 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1461188.750000 Penalty: 4626.705078
	Iteration 10Q: 3 clusters Score -1461189 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1461446.625000 Penalty: 4626.705078
	Iteration 11Q: 3 clusters Score -1461447 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1461749.875000 Penalty: 4626.705078
	Iteration 12Q: 3 clusters Score -1461750 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1462148.750000 Penalty: 4626.705078
	Iteration 13Q: 3 clusters Score -1462149 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1462544.250000 Penalty: 4626.705078
	Iteration 14Q: 3 clusters Score -1462544 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1462835.625000 Penalty: 4626.705078
	Iteration 15Q: 3 clusters Score -1462836 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1463044.625000 Penalty: 4626.705078
	Iteration 16Q: 3 clusters Score -1463045 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1463170.125000 Penalty: 4626.705078
	Iteration 17Q: 3 clusters Score -1463170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1463244.625000 Penalty: 4626.705078
	Iteration 18Q: 3 clusters Score -1463245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1463292.500000 Penalty: 4626.705078
	Iteration 19Q: 3 clusters Score -1463292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1463335.000000 Penalty: 4626.705078
	Iteration 20F: 3 clusters Score -1463335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1463362.375000 Penalty: 4626.705078
	Iteration 21Q: 3 clusters Score -1463362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1463379.875000 Penalty: 4626.705078
	Iteration 22Q: 3 clusters Score -1463380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1463393.250000 Penalty: 4626.705078
	Iteration 23Q: 3 clusters Score -1463393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1463412.375000 Penalty: 4626.705078
	Iteration 24Q: 3 clusters Score -1463412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1463427.625000 Penalty: 4626.705078
	Iteration 25Q: 3 clusters Score -1463428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1463436.000000 Penalty: 4626.705078
	Iteration 26Q: 3 clusters Score -1463436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1463448.875000 Penalty: 4626.705078
	Iteration 27Q: 3 clusters Score -1463449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1463462.375000 Penalty: 4626.705078
	Iteration 28Q: 3 clusters Score -1463462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1463472.875000 Penalty: 4626.705078
	Iteration 29Q: 3 clusters Score -1463473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1463479.625000 Penalty: 4626.705078
	Iteration 30Q: 3 clusters Score -1463480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1463496.000000 Penalty: 4626.705078
	Iteration 31Q: 3 clusters Score -1463496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1463506.500000 Penalty: 4626.705078
	Iteration 32Q: 3 clusters Score -1463506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1463513.500000 Penalty: 4626.705078
	Iteration 33Q: 3 clusters Score -1463514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1463527.750000 Penalty: 4626.705078
	Iteration 34Q: 3 clusters Score -1463528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1463539.750000 Penalty: 4626.705078
	Iteration 35Q: 3 clusters Score -1463540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1463558.000000 Penalty: 4626.705078
	Iteration 36Q: 3 clusters Score -1463558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1463565.000000 Penalty: 4626.705078
	Iteration 37Q: 3 clusters Score -1463565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1463582.750000 Penalty: 4626.705078
	Iteration 38Q: 3 clusters Score -1463583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1463599.625000 Penalty: 4626.705078
	Iteration 39Q: 3 clusters Score -1463600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1463609.500000 Penalty: 4626.705078
	Iteration 40F: 3 clusters Score -1463610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1463615.875000 Penalty: 4626.705078
	Iteration 41Q: 3 clusters Score -1463616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1463625.000000 Penalty: 4626.705078
	Iteration 42Q: 3 clusters Score -1463625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1463630.250000 Penalty: 4626.705078
	Iteration 43Q: 3 clusters Score -1463630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1463630.875000 Penalty: 4626.705078
	Iteration 44Q: 3 clusters Score -1463631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1463631.375000 Penalty: 4626.705078
	Iteration 45Q: 3 clusters Score -1463631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1463636.250000 Penalty: 4626.705078
	Iteration 46Q: 3 clusters Score -1463636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1463634.875000 Penalty: 4626.705078
	Iteration 47Q: 3 clusters Score -1463635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1463640.125000 Penalty: 4626.705078
	Iteration 48Q: 3 clusters Score -1463640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1463641.750000 Penalty: 4626.705078
	Iteration 49Q: 3 clusters Score -1463642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1463642.625000 Penalty: 4626.705078
	Iteration 50Q: 3 clusters Score -1463643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1463645.750000 Penalty: 4626.705078
	Iteration 51Q: 3 clusters Score -1463646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1463647.250000 Penalty: 4626.705078
	Iteration 52Q: 3 clusters Score -1463647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1463647.250000 Penalty: 4626.705078
	Iteration 53Q: 3 clusters Score -1463647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1463647.125000 Penalty: 4626.705078
	Iteration 54Q: 3 clusters Score -1463647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1463648.375000 Penalty: 4626.705078
	Iteration 55Q: 3 clusters Score -1463648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1463649.625000 Penalty: 4626.705078
	Iteration 56Q: 3 clusters Score -1463650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1463648.000000 Penalty: 4626.705078
	Iteration 57Q: 3 clusters Score -1463648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1463651.125000 Penalty: 4626.705078
	Iteration 58Q: 3 clusters Score -1463651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1463651.250000 Penalty: 4626.705078
	Iteration 59Q: 3 clusters Score -1463651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1463651.250000 Penalty: 4626.705078
	Iteration 60F: 3 clusters Score -1463651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Entering Unmasked Estep 
Score: -9606681.000000 Penalty: 2789.832520
	Iteration 0F: 2 clusters Score -9606681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -9555180.000000 Penalty: 5579.665039
	Iteration 0F: 3 clusters Score -9555180 nChanged 36064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -9575264.000000 Penalty: 5579.665039
	Iteration 1F: 3 clusters Score -9575264 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -9575752.000000 Penalty: 5579.665039
	Iteration 2Q: 3 clusters Score -9575752 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -9576402.000000 Penalty: 5579.665039
	Iteration 3Q: 3 clusters Score -9576402 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -9577359.000000 Penalty: 5579.665039
	Iteration 4Q: 3 clusters Score -9577359 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9579112.000000 Penalty: 5579.665039
	Iteration 5Q: 3 clusters Score -9579112 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -9582176.000000 Penalty: 5579.665039
	Iteration 6F: 3 clusters Score -9582176 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -9587439.000000 Penalty: 5579.665039
	Iteration 7F: 3 clusters Score -9587439 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -9594388.000000 Penalty: 5579.665039
	Iteration 8F: 3 clusters Score -9594388 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -9600329.000000 Penalty: 5579.665039
	Iteration 9F: 3 clusters Score -9600329 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -9603022.000000 Penalty: 5579.665039
	Iteration 10Q: 3 clusters Score -9603022 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -9603784.000000 Penalty: 5579.665039
	Iteration 11Q: 3 clusters Score -9603784 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -9603990.000000 Penalty: 5579.665039
	Iteration 12Q: 3 clusters Score -9603990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -9604065.000000 Penalty: 5579.665039
	Iteration 13Q: 3 clusters Score -9604065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -9604108.000000 Penalty: 5579.665039
	Iteration 14Q: 3 clusters Score -9604108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -9604144.000000 Penalty: 5579.665039
	Iteration 15Q: 3 clusters Score -9604144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -9604146.000000 Penalty: 5579.665039
	Iteration 16Q: 3 clusters Score -9604146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -9604153.000000 Penalty: 5579.665039
	Iteration 17Q: 3 clusters Score -9604153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -9604165.000000 Penalty: 5579.665039
	Iteration 18Q: 3 clusters Score -9604165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -9604177.000000 Penalty: 5579.665039
	Iteration 19Q: 3 clusters Score -9604177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -9604181.000000 Penalty: 5579.665039
	Iteration 20F: 3 clusters Score -9604181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -2379237.000000 Penalty: 2434.522217
	Iteration 0F: 2 clusters Score -2379237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2366329.000000 Penalty: 4869.044434
	Iteration 0F: 3 clusters Score -2366329 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2370414.000000 Penalty: 4869.044434
	Iteration 1F: 3 clusters Score -2370414 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2370778.250000 Penalty: 4869.044434
	Iteration 2F: 3 clusters Score -2370778 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2371081.000000 Penalty: 4869.044434
	Iteration 3Q: 3 clusters Score -2371081 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2371339.000000 Penalty: 4869.044434
	Iteration 4Q: 3 clusters Score -2371339 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2371610.250000 Penalty: 4869.044434
	Iteration 5Q: 3 clusters Score -2371610 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2371875.750000 Penalty: 4869.044434
	Iteration 6Q: 3 clusters Score -2371876 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2372186.750000 Penalty: 4869.044434
	Iteration 7Q: 3 clusters Score -2372187 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2372560.250000 Penalty: 4869.044434
	Iteration 8Q: 3 clusters Score -2372560 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2373080.250000 Penalty: 4869.044434
	Iteration 9Q: 3 clusters Score -2373080 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2373772.750000 Penalty: 4869.044434
	Iteration 10F: 3 clusters Score -2373773 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2374561.500000 Penalty: 4869.044434
	Iteration 11F: 3 clusters Score -2374562 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2375282.000000 Penalty: 4869.044434
	Iteration 12F: 3 clusters Score -2375282 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2375788.500000 Penalty: 4869.044434
	Iteration 13Q: 3 clusters Score -2375788 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2376092.500000 Penalty: 4869.044434
	Iteration 14Q: 3 clusters Score -2376092 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2376242.250000 Penalty: 4869.044434
	Iteration 15Q: 3 clusters Score -2376242 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2376326.500000 Penalty: 4869.044434
	Iteration 16Q: 3 clusters Score -2376326 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2376392.000000 Penalty: 4869.044434
	Iteration 17Q: 3 clusters Score -2376392 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2376438.250000 Penalty: 4869.044434
	Iteration 18Q: 3 clusters Score -2376438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2376477.750000 Penalty: 4869.044434
	Iteration 19Q: 3 clusters Score -2376478 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2376516.250000 Penalty: 4869.044434
	Iteration 20F: 3 clusters Score -2376516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2376550.000000 Penalty: 4869.044434
	Iteration 21Q: 3 clusters Score -2376550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2376586.750000 Penalty: 4869.044434
	Iteration 22Q: 3 clusters Score -2376587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2376607.250000 Penalty: 4869.044434
	Iteration 23Q: 3 clusters Score -2376607 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2376642.250000 Penalty: 4869.044434
	Iteration 24Q: 3 clusters Score -2376642 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2376676.750000 Penalty: 4869.044434
	Iteration 25Q: 3 clusters Score -2376677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2376706.500000 Penalty: 4869.044434
	Iteration 26Q: 3 clusters Score -2376706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2376719.000000 Penalty: 4869.044434
	Iteration 27Q: 3 clusters Score -2376719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2376741.500000 Penalty: 4869.044434
	Iteration 28Q: 3 clusters Score -2376742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2376760.250000 Penalty: 4869.044434
	Iteration 29Q: 3 clusters Score -2376760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2376774.000000 Penalty: 4869.044434
	Iteration 30Q: 3 clusters Score -2376774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2376781.750000 Penalty: 4869.044434
	Iteration 31Q: 3 clusters Score -2376782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2376800.000000 Penalty: 4869.044434
	Iteration 32Q: 3 clusters Score -2376800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2376804.750000 Penalty: 4869.044434
	Iteration 33Q: 3 clusters Score -2376805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2376811.000000 Penalty: 4869.044434
	Iteration 34Q: 3 clusters Score -2376811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2376812.000000 Penalty: 4869.044434
	Iteration 35Q: 3 clusters Score -2376812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2376815.750000 Penalty: 4869.044434
	Iteration 36Q: 3 clusters Score -2376816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2376827.750000 Penalty: 4869.044434
	Iteration 37Q: 3 clusters Score -2376828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2376830.500000 Penalty: 4869.044434
	Iteration 38Q: 3 clusters Score -2376830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2376835.500000 Penalty: 4869.044434
	Iteration 39Q: 3 clusters Score -2376836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2376839.500000 Penalty: 4869.044434
	Iteration 40F: 3 clusters Score -2376840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2376839.000000 Penalty: 4869.044434
	Iteration 41Q: 3 clusters Score -2376839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2376838.500000 Penalty: 4869.044434
	Iteration 42Q: 3 clusters Score -2376838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2376843.250000 Penalty: 4869.044434
	Iteration 43Q: 3 clusters Score -2376843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2376847.250000 Penalty: 4869.044434
	Iteration 44Q: 3 clusters Score -2376847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2376850.000000 Penalty: 4869.044434
	Iteration 45Q: 3 clusters Score -2376850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2376855.000000 Penalty: 4869.044434
	Iteration 46Q: 3 clusters Score -2376855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2376853.000000 Penalty: 4869.044434
	Iteration 47Q: 3 clusters Score -2376853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2376854.000000 Penalty: 4869.044434
	Iteration 48Q: 3 clusters Score -2376854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2376859.500000 Penalty: 4869.044434
	Iteration 49Q: 3 clusters Score -2376860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2376871.250000 Penalty: 4869.044434
	Iteration 50Q: 3 clusters Score -2376871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2376877.250000 Penalty: 4869.044434
	Iteration 51Q: 3 clusters Score -2376877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2376880.250000 Penalty: 4869.044434
	Iteration 52Q: 3 clusters Score -2376880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2376883.250000 Penalty: 4869.044434
	Iteration 53Q: 3 clusters Score -2376883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2376896.500000 Penalty: 4869.044434
	Iteration 54Q: 3 clusters Score -2376896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2376897.000000 Penalty: 4869.044434
	Iteration 55Q: 3 clusters Score -2376897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2376902.750000 Penalty: 4869.044434
	Iteration 56Q: 3 clusters Score -2376903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2376911.500000 Penalty: 4869.044434
	Iteration 57Q: 3 clusters Score -2376912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2376926.500000 Penalty: 4869.044434
	Iteration 58Q: 3 clusters Score -2376926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2376924.000000 Penalty: 4869.044434
	Iteration 59Q: 3 clusters Score -2376924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2376929.750000 Penalty: 4869.044434
	Iteration 60F: 3 clusters Score -2376930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2376933.750000 Penalty: 4869.044434
	Iteration 61Q: 3 clusters Score -2376934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2376945.500000 Penalty: 4869.044434
	Iteration 62Q: 3 clusters Score -2376946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2376951.500000 Penalty: 4869.044434
	Iteration 63Q: 3 clusters Score -2376952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2376949.500000 Penalty: 4869.044434
	Iteration 64Q: 3 clusters Score -2376950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2376954.000000 Penalty: 4869.044434
	Iteration 65Q: 3 clusters Score -2376954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2376959.750000 Penalty: 4869.044434
	Iteration 66Q: 3 clusters Score -2376960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2376960.750000 Penalty: 4869.044434
	Iteration 67Q: 3 clusters Score -2376961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2376965.250000 Penalty: 4869.044434
	Iteration 68Q: 3 clusters Score -2376965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2376971.250000 Penalty: 4869.044434
	Iteration 69Q: 3 clusters Score -2376971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2376970.500000 Penalty: 4869.044434
	Iteration 70Q: 3 clusters Score -2376970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2376977.250000 Penalty: 4869.044434
	Iteration 71Q: 3 clusters Score -2376977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2376989.500000 Penalty: 4869.044434
	Iteration 72Q: 3 clusters Score -2376990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2376998.000000 Penalty: 4869.044434
	Iteration 73Q: 3 clusters Score -2376998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2377001.250000 Penalty: 4869.044434
	Iteration 74Q: 3 clusters Score -2377001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2377004.500000 Penalty: 4869.044434
	Iteration 75Q: 3 clusters Score -2377004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2377004.000000 Penalty: 4869.044434
	Iteration 76Q: 3 clusters Score -2377004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2377012.500000 Penalty: 4869.044434
	Iteration 77Q: 3 clusters Score -2377012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2377017.250000 Penalty: 4869.044434
	Iteration 78Q: 3 clusters Score -2377017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2377026.250000 Penalty: 4869.044434
	Iteration 79Q: 3 clusters Score -2377026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2377027.000000 Penalty: 4869.044434
	Iteration 80F: 3 clusters Score -2377027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2377030.750000 Penalty: 4869.044434
	Iteration 81Q: 3 clusters Score -2377031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2377032.250000 Penalty: 4869.044434
	Iteration 82Q: 3 clusters Score -2377032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2377030.750000 Penalty: 4869.044434
	Iteration 83Q: 3 clusters Score -2377031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2377032.500000 Penalty: 4869.044434
	Iteration 84Q: 3 clusters Score -2377032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2377035.750000 Penalty: 4869.044434
	Iteration 85Q: 3 clusters Score -2377036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2377046.250000 Penalty: 4869.044434
	Iteration 86Q: 3 clusters Score -2377046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2377048.500000 Penalty: 4869.044434
	Iteration 87Q: 3 clusters Score -2377048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2377057.500000 Penalty: 4869.044434
	Iteration 88Q: 3 clusters Score -2377058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2377064.750000 Penalty: 4869.044434
	Iteration 89Q: 3 clusters Score -2377065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2377067.500000 Penalty: 4869.044434
	Iteration 90Q: 3 clusters Score -2377068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2377070.750000 Penalty: 4869.044434
	Iteration 91Q: 3 clusters Score -2377071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2377075.000000 Penalty: 4869.044434
	Iteration 92Q: 3 clusters Score -2377075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2377077.750000 Penalty: 4869.044434
	Iteration 93Q: 3 clusters Score -2377078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2377083.750000 Penalty: 4869.044434
	Iteration 94Q: 3 clusters Score -2377084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2377083.500000 Penalty: 4869.044434
	Iteration 95Q: 3 clusters Score -2377084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2377089.250000 Penalty: 4869.044434
	Iteration 96Q: 3 clusters Score -2377089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2377092.000000 Penalty: 4869.044434
	Iteration 97Q: 3 clusters Score -2377092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2377097.750000 Penalty: 4869.044434
	Iteration 98Q: 3 clusters Score -2377098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2377096.500000 Penalty: 4869.044434
	Iteration 99Q: 3 clusters Score -2377096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2377099.750000 Penalty: 4869.044434
	Iteration 100F: 3 clusters Score -2377100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2377106.250000 Penalty: 4869.044434
	Iteration 101Q: 3 clusters Score -2377106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2377111.000000 Penalty: 4869.044434
	Iteration 102Q: 3 clusters Score -2377111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2377115.750000 Penalty: 4869.044434
	Iteration 103Q: 3 clusters Score -2377116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2377112.250000 Penalty: 4869.044434
	Iteration 104Q: 3 clusters Score -2377112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2377114.000000 Penalty: 4869.044434
	Iteration 105Q: 3 clusters Score -2377114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2377123.250000 Penalty: 4869.044434
	Iteration 106Q: 3 clusters Score -2377123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2377120.000000 Penalty: 4869.044434
	Iteration 107Q: 3 clusters Score -2377120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2377118.750000 Penalty: 4869.044434
	Iteration 108Q: 3 clusters Score -2377119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2377124.000000 Penalty: 4869.044434
	Iteration 109Q: 3 clusters Score -2377124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2377124.500000 Penalty: 4869.044434
	Iteration 110Q: 3 clusters Score -2377124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2377128.000000 Penalty: 4869.044434
	Iteration 111Q: 3 clusters Score -2377128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2377128.750000 Penalty: 4869.044434
	Iteration 112Q: 3 clusters Score -2377129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2377132.750000 Penalty: 4869.044434
	Iteration 113Q: 3 clusters Score -2377133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2377132.250000 Penalty: 4869.044434
	Iteration 114Q: 3 clusters Score -2377132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2377131.500000 Penalty: 4869.044434
	Iteration 115Q: 3 clusters Score -2377132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2377133.500000 Penalty: 4869.044434
	Iteration 116Q: 3 clusters Score -2377134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2377131.500000 Penalty: 4869.044434
	Iteration 117Q: 3 clusters Score -2377132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2377129.750000 Penalty: 4869.044434
	Iteration 118Q: 3 clusters Score -2377130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2377138.000000 Penalty: 4869.044434
	Iteration 119Q: 3 clusters Score -2377138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2377138.500000 Penalty: 4869.044434
	Iteration 120F: 3 clusters Score -2377138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2377138.500000 Penalty: 4869.044434
	Iteration 121Q: 3 clusters Score -2377138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2377141.750000 Penalty: 4869.044434
	Iteration 122Q: 3 clusters Score -2377142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2377146.000000 Penalty: 4869.044434
	Iteration 123Q: 3 clusters Score -2377146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2377144.500000 Penalty: 4869.044434
	Iteration 124Q: 3 clusters Score -2377144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2377153.500000 Penalty: 4869.044434
	Iteration 125Q: 3 clusters Score -2377154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2377156.000000 Penalty: 4869.044434
	Iteration 126Q: 3 clusters Score -2377156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2377160.750000 Penalty: 4869.044434
	Iteration 127Q: 3 clusters Score -2377161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2377166.000000 Penalty: 4869.044434
	Iteration 128Q: 3 clusters Score -2377166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2377170.000000 Penalty: 4869.044434
	Iteration 129Q: 3 clusters Score -2377170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2377169.000000 Penalty: 4869.044434
	Iteration 130Q: 3 clusters Score -2377169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2377175.250000 Penalty: 4869.044434
	Iteration 131Q: 3 clusters Score -2377175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2377176.250000 Penalty: 4869.044434
	Iteration 132Q: 3 clusters Score -2377176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2377176.000000 Penalty: 4869.044434
	Iteration 133Q: 3 clusters Score -2377176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2377180.750000 Penalty: 4869.044434
	Iteration 134Q: 3 clusters Score -2377181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2377185.250000 Penalty: 4869.044434
	Iteration 135Q: 3 clusters Score -2377185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2377189.750000 Penalty: 4869.044434
	Iteration 136Q: 3 clusters Score -2377190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2377189.000000 Penalty: 4869.044434
	Iteration 137Q: 3 clusters Score -2377189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2377191.750000 Penalty: 4869.044434
	Iteration 138Q: 3 clusters Score -2377192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2377194.000000 Penalty: 4869.044434
	Iteration 139Q: 3 clusters Score -2377194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2377192.750000 Penalty: 4869.044434
	Iteration 140F: 3 clusters Score -2377193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2377196.750000 Penalty: 4869.044434
	Iteration 141Q: 3 clusters Score -2377197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2377198.250000 Penalty: 4869.044434
	Iteration 142Q: 3 clusters Score -2377198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2377196.750000 Penalty: 4869.044434
	Iteration 143Q: 3 clusters Score -2377197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2377197.000000 Penalty: 4869.044434
	Iteration 144Q: 3 clusters Score -2377197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2377192.750000 Penalty: 4869.044434
	Iteration 145Q: 3 clusters Score -2377193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2377193.250000 Penalty: 4869.044434
	Iteration 146Q: 3 clusters Score -2377193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2377194.750000 Penalty: 4869.044434
	Iteration 147Q: 3 clusters Score -2377195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2377191.750000 Penalty: 4869.044434
	Iteration 148Q: 3 clusters Score -2377192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2377191.750000 Penalty: 4869.044434
	Iteration 149F: 3 clusters Score -2377192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88334.781250 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88334.78 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88836.664062 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -88836.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89255.468750 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -89255.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89648.085938 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -89648.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89967.929688 Penalty: 3316.805908
	Iteration 4F: 3 clusters Score -89967.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90119.351562 Penalty: 3316.805908
	Iteration 5F: 3 clusters Score -90119.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -90339.562500 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -90339.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90447.507812 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -90447.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90465.664062 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -90465.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90476.218750 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -90476.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90479.078125 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -90479.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90480.335938 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -90480.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90484.281250 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -90484.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90485.765625 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -90485.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -90489.664062 Penalty: 3316.805908
	Iteration 14Q: 3 clusters Score -90489.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90495.906250 Penalty: 3316.805908
	Iteration 15Q: 3 clusters Score -90495.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90495.906250 Penalty: 3316.805908
	Iteration 16F: 3 clusters Score -90495.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22772 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76828 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 74783 members 
Mstep: Class 15 contains 150714 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171997 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
Score: -98277592.000000 Penalty: 70669.984375
Splitting cluster 12 changes total score from -98278736.000000 to -98277592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Entering Unmasked Estep 
Score: -2342270.750000 Penalty: 2429.645996
	Iteration 0F: 2 clusters Score -2342271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2329452.750000 Penalty: 4859.291992
	Iteration 0F: 3 clusters Score -2329453 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2333607.500000 Penalty: 4859.291992
	Iteration 1F: 3 clusters Score -2333608 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2333972.000000 Penalty: 4859.291992
	Iteration 2F: 3 clusters Score -2333972 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2334297.000000 Penalty: 4859.291992
	Iteration 3Q: 3 clusters Score -2334297 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2334576.750000 Penalty: 4859.291992
	Iteration 4Q: 3 clusters Score -2334577 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2334860.000000 Penalty: 4859.291992
	Iteration 5Q: 3 clusters Score -2334860 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2335263.750000 Penalty: 4859.291992
	Iteration 6Q: 3 clusters Score -2335264 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2335859.500000 Penalty: 4859.291992
	Iteration 7F: 3 clusters Score -2335860 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2336574.750000 Penalty: 4859.291992
	Iteration 8F: 3 clusters Score -2336575 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2337416.250000 Penalty: 4859.291992
	Iteration 9F: 3 clusters Score -2337416 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2338259.000000 Penalty: 4859.291992
	Iteration 10F: 3 clusters Score -2338259 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2338880.500000 Penalty: 4859.291992
	Iteration 11Q: 3 clusters Score -2338880 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2339273.500000 Penalty: 4859.291992
	Iteration 12Q: 3 clusters Score -2339274 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2339502.750000 Penalty: 4859.291992
	Iteration 13Q: 3 clusters Score -2339503 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2339639.000000 Penalty: 4859.291992
	Iteration 14Q: 3 clusters Score -2339639 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2339736.250000 Penalty: 4859.291992
	Iteration 15Q: 3 clusters Score -2339736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2339793.750000 Penalty: 4859.291992
	Iteration 16Q: 3 clusters Score -2339794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2339832.750000 Penalty: 4859.291992
	Iteration 17Q: 3 clusters Score -2339833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2339877.000000 Penalty: 4859.291992
	Iteration 18Q: 3 clusters Score -2339877 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2339918.250000 Penalty: 4859.291992
	Iteration 19Q: 3 clusters Score -2339918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2339969.500000 Penalty: 4859.291992
	Iteration 20F: 3 clusters Score -2339970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2340012.250000 Penalty: 4859.291992
	Iteration 21Q: 3 clusters Score -2340012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2340043.000000 Penalty: 4859.291992
	Iteration 22Q: 3 clusters Score -2340043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2340069.000000 Penalty: 4859.291992
	Iteration 23Q: 3 clusters Score -2340069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2340093.500000 Penalty: 4859.291992
	Iteration 24Q: 3 clusters Score -2340094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2340118.750000 Penalty: 4859.291992
	Iteration 25Q: 3 clusters Score -2340119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2340133.000000 Penalty: 4859.291992
	Iteration 26Q: 3 clusters Score -2340133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2340152.250000 Penalty: 4859.291992
	Iteration 27Q: 3 clusters Score -2340152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2340164.500000 Penalty: 4859.291992
	Iteration 28Q: 3 clusters Score -2340164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2340185.500000 Penalty: 4859.291992
	Iteration 29Q: 3 clusters Score -2340186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2340201.000000 Penalty: 4859.291992
	Iteration 30Q: 3 clusters Score -2340201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2340206.000000 Penalty: 4859.291992
	Iteration 31Q: 3 clusters Score -2340206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2340219.750000 Penalty: 4859.291992
	Iteration 32Q: 3 clusters Score -2340220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2340226.250000 Penalty: 4859.291992
	Iteration 33Q: 3 clusters Score -2340226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2340234.000000 Penalty: 4859.291992
	Iteration 34Q: 3 clusters Score -2340234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2340239.500000 Penalty: 4859.291992
	Iteration 35Q: 3 clusters Score -2340240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2340245.250000 Penalty: 4859.291992
	Iteration 36Q: 3 clusters Score -2340245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2340247.500000 Penalty: 4859.291992
	Iteration 37Q: 3 clusters Score -2340248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2340248.500000 Penalty: 4859.291992
	Iteration 38Q: 3 clusters Score -2340248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2340249.500000 Penalty: 4859.291992
	Iteration 39Q: 3 clusters Score -2340250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2340257.000000 Penalty: 4859.291992
	Iteration 40F: 3 clusters Score -2340257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2340262.500000 Penalty: 4859.291992
	Iteration 41Q: 3 clusters Score -2340262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2340263.750000 Penalty: 4859.291992
	Iteration 42Q: 3 clusters Score -2340264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2340270.250000 Penalty: 4859.291992
	Iteration 43Q: 3 clusters Score -2340270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2340272.750000 Penalty: 4859.291992
	Iteration 44Q: 3 clusters Score -2340273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2340274.000000 Penalty: 4859.291992
	Iteration 45Q: 3 clusters Score -2340274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2340277.250000 Penalty: 4859.291992
	Iteration 46Q: 3 clusters Score -2340277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2340278.500000 Penalty: 4859.291992
	Iteration 47Q: 3 clusters Score -2340278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2340276.750000 Penalty: 4859.291992
	Iteration 48Q: 3 clusters Score -2340277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2340278.000000 Penalty: 4859.291992
	Iteration 49Q: 3 clusters Score -2340278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2340278.000000 Penalty: 4859.291992
	Iteration 50F: 3 clusters Score -2340278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Entering Unmasked Estep 
Score: -9588081.000000 Penalty: 2783.141846
	Iteration 0F: 2 clusters Score -9588081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -9538048.000000 Penalty: 5566.283691
	Iteration 0F: 3 clusters Score -9538048 nChanged 35090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -9557783.000000 Penalty: 5566.283691
	Iteration 1F: 3 clusters Score -9557783 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -9558528.000000 Penalty: 5566.283691
	Iteration 2Q: 3 clusters Score -9558528 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -9559383.000000 Penalty: 5566.283691
	Iteration 3Q: 3 clusters Score -9559383 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9560639.000000 Penalty: 5566.283691
	Iteration 4Q: 3 clusters Score -9560639 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -9562972.000000 Penalty: 5566.283691
	Iteration 5F: 3 clusters Score -9562972 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -9566703.000000 Penalty: 5566.283691
	Iteration 6F: 3 clusters Score -9566703 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -9572160.000000 Penalty: 5566.283691
	Iteration 7F: 3 clusters Score -9572160 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -9577876.000000 Penalty: 5566.283691
	Iteration 8F: 3 clusters Score -9577876 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -9581864.000000 Penalty: 5566.283691
	Iteration 9F: 3 clusters Score -9581864 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9583888.000000 Penalty: 5566.283691
	Iteration 10Q: 3 clusters Score -9583888 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9584827.000000 Penalty: 5566.283691
	Iteration 11Q: 3 clusters Score -9584827 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9585237.000000 Penalty: 5566.283691
	Iteration 12Q: 3 clusters Score -9585237 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9585473.000000 Penalty: 5566.283691
	Iteration 13Q: 3 clusters Score -9585473 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9585647.000000 Penalty: 5566.283691
	Iteration 14Q: 3 clusters Score -9585647 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9585719.000000 Penalty: 5566.283691
	Iteration 15Q: 3 clusters Score -9585719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9585773.000000 Penalty: 5566.283691
	Iteration 16Q: 3 clusters Score -9585773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9585791.000000 Penalty: 5566.283691
	Iteration 17Q: 3 clusters Score -9585791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9585815.000000 Penalty: 5566.283691
	Iteration 18Q: 3 clusters Score -9585815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9585835.000000 Penalty: 5566.283691
	Iteration 19Q: 3 clusters Score -9585835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9585849.000000 Penalty: 5566.283691
	Iteration 20F: 3 clusters Score -9585849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9585871.000000 Penalty: 5566.283691
	Iteration 21Q: 3 clusters Score -9585871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9585885.000000 Penalty: 5566.283691
	Iteration 22Q: 3 clusters Score -9585885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9585894.000000 Penalty: 5566.283691
	Iteration 23Q: 3 clusters Score -9585894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9585907.000000 Penalty: 5566.283691
	Iteration 24Q: 3 clusters Score -9585907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9585905.000000 Penalty: 5566.283691
	Iteration 25Q: 3 clusters Score -9585905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9585913.000000 Penalty: 5566.283691
	Iteration 26Q: 3 clusters Score -9585913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9585920.000000 Penalty: 5566.283691
	Iteration 27Q: 3 clusters Score -9585920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9585918.000000 Penalty: 5566.283691
	Iteration 28Q: 3 clusters Score -9585918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9585920.000000 Penalty: 5566.283691
	Iteration 29Q: 3 clusters Score -9585920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9585926.000000 Penalty: 5566.283691
	Iteration 30Q: 3 clusters Score -9585926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9585926.000000 Penalty: 5566.283691
	Iteration 31F: 3 clusters Score -9585926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150714 members 
Entering Unmasked Estep 
Score: -19312222.000000 Penalty: 2956.938721
	Iteration 0F: 2 clusters Score -1.931222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -19211412.000000 Penalty: 5913.877441
	Iteration 0F: 3 clusters Score -1.921141e+07 nChanged 72307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -19253428.000000 Penalty: 5913.877441
	Iteration 1F: 3 clusters Score -1.925343e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -19254274.000000 Penalty: 5913.877441
	Iteration 2Q: 3 clusters Score -1.925427e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -19255116.000000 Penalty: 5913.877441
	Iteration 3Q: 3 clusters Score -1.925512e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -19256024.000000 Penalty: 5913.877441
	Iteration 4Q: 3 clusters Score -1.925602e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -19257232.000000 Penalty: 5913.877441
	Iteration 5Q: 3 clusters Score -1.925723e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -19258776.000000 Penalty: 5913.877441
	Iteration 6Q: 3 clusters Score -1.925878e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73166 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -19260972.000000 Penalty: 5913.877441
	Iteration 7Q: 3 clusters Score -1.926097e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -19264600.000000 Penalty: 5913.877441
	Iteration 8Q: 3 clusters Score -1.92646e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -19270764.000000 Penalty: 5913.877441
	Iteration 9F: 3 clusters Score -1.927076e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -19278890.000000 Penalty: 5913.877441
	Iteration 10F: 3 clusters Score -1.927889e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -19285110.000000 Penalty: 5913.877441
	Iteration 11F: 3 clusters Score -1.928511e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -19288138.000000 Penalty: 5913.877441
	Iteration 12Q: 3 clusters Score -1.928814e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -19289704.000000 Penalty: 5913.877441
	Iteration 13Q: 3 clusters Score -1.92897e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -19290862.000000 Penalty: 5913.877441
	Iteration 14Q: 3 clusters Score -1.929086e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -19292132.000000 Penalty: 5913.877441
	Iteration 15Q: 3 clusters Score -1.929213e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -19293300.000000 Penalty: 5913.877441
	Iteration 16Q: 3 clusters Score -1.92933e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -19294478.000000 Penalty: 5913.877441
	Iteration 17Q: 3 clusters Score -1.929448e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -19295700.000000 Penalty: 5913.877441
	Iteration 18Q: 3 clusters Score -1.92957e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -19296688.000000 Penalty: 5913.877441
	Iteration 19Q: 3 clusters Score -1.929669e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -19297656.000000 Penalty: 5913.877441
	Iteration 20F: 3 clusters Score -1.929766e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -19298444.000000 Penalty: 5913.877441
	Iteration 21Q: 3 clusters Score -1.929844e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -19299090.000000 Penalty: 5913.877441
	Iteration 22Q: 3 clusters Score -1.929909e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -19299712.000000 Penalty: 5913.877441
	Iteration 23Q: 3 clusters Score -1.929971e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -19300136.000000 Penalty: 5913.877441
	Iteration 24Q: 3 clusters Score -1.930014e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -19300566.000000 Penalty: 5913.877441
	Iteration 25Q: 3 clusters Score -1.930057e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 102224 members 
Entering Unmasked Estep 
Score: -19300916.000000 Penalty: 5913.877441
	Iteration 26Q: 3 clusters Score -1.930092e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 103436 members 
Entering Unmasked Estep 
Score: -19301178.000000 Penalty: 5913.877441
	Iteration 27Q: 3 clusters Score -1.930118e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 104686 members 
Entering Unmasked Estep 
Score: -19301488.000000 Penalty: 5913.877441
	Iteration 28Q: 3 clusters Score -1.930149e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -19301636.000000 Penalty: 5913.877441
	Iteration 29Q: 3 clusters Score -1.930164e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -19301900.000000 Penalty: 5913.877441
	Iteration 30Q: 3 clusters Score -1.93019e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 108475 members 
Entering Unmasked Estep 
Score: -19302172.000000 Penalty: 5913.877441
	Iteration 31Q: 3 clusters Score -1.930217e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -19302376.000000 Penalty: 5913.877441
	Iteration 32Q: 3 clusters Score -1.930238e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -19302572.000000 Penalty: 5913.877441
	Iteration 33Q: 3 clusters Score -1.930257e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 112465 members 
Entering Unmasked Estep 
Score: -19302780.000000 Penalty: 5913.877441
	Iteration 34Q: 3 clusters Score -1.930278e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -19303082.000000 Penalty: 5913.877441
	Iteration 35Q: 3 clusters Score -1.930308e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 115141 members 
Entering Unmasked Estep 
Score: -19303336.000000 Penalty: 5913.877441
	Iteration 36Q: 3 clusters Score -1.930334e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -19303542.000000 Penalty: 5913.877441
	Iteration 37Q: 3 clusters Score -1.930354e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 117650 members 
Entering Unmasked Estep 
Score: -19303750.000000 Penalty: 5913.877441
	Iteration 38Q: 3 clusters Score -1.930375e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 118819 members 
Entering Unmasked Estep 
Score: -19303942.000000 Penalty: 5913.877441
	Iteration 39Q: 3 clusters Score -1.930394e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -19304136.000000 Penalty: 5913.877441
	Iteration 40F: 3 clusters Score -1.930414e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -19304284.000000 Penalty: 5913.877441
	Iteration 41Q: 3 clusters Score -1.930428e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 122224 members 
Entering Unmasked Estep 
Score: -19304590.000000 Penalty: 5913.877441
	Iteration 42Q: 3 clusters Score -1.930459e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 123293 members 
Entering Unmasked Estep 
Score: -19304860.000000 Penalty: 5913.877441
	Iteration 43Q: 3 clusters Score -1.930486e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 124349 members 
Entering Unmasked Estep 
Score: -19305008.000000 Penalty: 5913.877441
	Iteration 44Q: 3 clusters Score -1.930501e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -19305114.000000 Penalty: 5913.877441
	Iteration 45Q: 3 clusters Score -1.930511e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -19305282.000000 Penalty: 5913.877441
	Iteration 46Q: 3 clusters Score -1.930528e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -19305330.000000 Penalty: 5913.877441
	Iteration 47Q: 3 clusters Score -1.930533e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 128188 members 
Entering Unmasked Estep 
Score: -19305448.000000 Penalty: 5913.877441
	Iteration 48Q: 3 clusters Score -1.930545e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -19305534.000000 Penalty: 5913.877441
	Iteration 49Q: 3 clusters Score -1.930553e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 129930 members 
Entering Unmasked Estep 
Score: -19305614.000000 Penalty: 5913.877441
	Iteration 50Q: 3 clusters Score -1.930561e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 130764 members 
Entering Unmasked Estep 
Score: -19305784.000000 Penalty: 5913.877441
	Iteration 51Q: 3 clusters Score -1.930578e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 131578 members 
Entering Unmasked Estep 
Score: -19305926.000000 Penalty: 5913.877441
	Iteration 52Q: 3 clusters Score -1.930593e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 132380 members 
Entering Unmasked Estep 
Score: -19305994.000000 Penalty: 5913.877441
	Iteration 53Q: 3 clusters Score -1.930599e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -19306128.000000 Penalty: 5913.877441
	Iteration 54Q: 3 clusters Score -1.930613e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 133822 members 
Entering Unmasked Estep 
Score: -19306256.000000 Penalty: 5913.877441
	Iteration 55Q: 3 clusters Score -1.930626e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 134498 members 
Entering Unmasked Estep 
Score: -19306242.000000 Penalty: 5913.877441
	Iteration 56Q: 3 clusters Score -1.930624e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -19306436.000000 Penalty: 5913.877441
	Iteration 57Q: 3 clusters Score -1.930644e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -19306604.000000 Penalty: 5913.877441
	Iteration 58Q: 3 clusters Score -1.93066e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -19306672.000000 Penalty: 5913.877441
	Iteration 59Q: 3 clusters Score -1.930667e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -19306812.000000 Penalty: 5913.877441
	Iteration 60F: 3 clusters Score -1.930681e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 137684 members 
Entering Unmasked Estep 
Score: -19306918.000000 Penalty: 5913.877441
	Iteration 61Q: 3 clusters Score -1.930692e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -19307006.000000 Penalty: 5913.877441
	Iteration 62Q: 3 clusters Score -1.930701e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 138818 members 
Entering Unmasked Estep 
Score: -19307110.000000 Penalty: 5913.877441
	Iteration 63Q: 3 clusters Score -1.930711e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -19307186.000000 Penalty: 5913.877441
	Iteration 64Q: 3 clusters Score -1.930719e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 139912 members 
Entering Unmasked Estep 
Score: -19307298.000000 Penalty: 5913.877441
	Iteration 65Q: 3 clusters Score -1.93073e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -19307358.000000 Penalty: 5913.877441
	Iteration 66Q: 3 clusters Score -1.930736e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 140946 members 
Entering Unmasked Estep 
Score: -19307420.000000 Penalty: 5913.877441
	Iteration 67Q: 3 clusters Score -1.930742e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 141464 members 
Entering Unmasked Estep 
Score: -19307536.000000 Penalty: 5913.877441
	Iteration 68Q: 3 clusters Score -1.930754e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -19307568.000000 Penalty: 5913.877441
	Iteration 69Q: 3 clusters Score -1.930757e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 142411 members 
Entering Unmasked Estep 
Score: -19307682.000000 Penalty: 5913.877441
	Iteration 70Q: 3 clusters Score -1.930768e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 142851 members 
Entering Unmasked Estep 
Score: -19307800.000000 Penalty: 5913.877441
	Iteration 71Q: 3 clusters Score -1.93078e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -19307910.000000 Penalty: 5913.877441
	Iteration 72Q: 3 clusters Score -1.930791e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -19307940.000000 Penalty: 5913.877441
	Iteration 73Q: 3 clusters Score -1.930794e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 144027 members 
Entering Unmasked Estep 
Score: -19308018.000000 Penalty: 5913.877441
	Iteration 74Q: 3 clusters Score -1.930802e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -19308156.000000 Penalty: 5913.877441
	Iteration 75Q: 3 clusters Score -1.930816e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -19308236.000000 Penalty: 5913.877441
	Iteration 76Q: 3 clusters Score -1.930824e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -19308318.000000 Penalty: 5913.877441
	Iteration 77Q: 3 clusters Score -1.930832e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 145482 members 
Entering Unmasked Estep 
Score: -19308434.000000 Penalty: 5913.877441
	Iteration 78Q: 3 clusters Score -1.930843e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -19308532.000000 Penalty: 5913.877441
	Iteration 79Q: 3 clusters Score -1.930853e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -19308642.000000 Penalty: 5913.877441
	Iteration 80F: 3 clusters Score -1.930864e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 146481 members 
Entering Unmasked Estep 
Score: -19308782.000000 Penalty: 5913.877441
	Iteration 81Q: 3 clusters Score -1.930878e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -19308854.000000 Penalty: 5913.877441
	Iteration 82Q: 3 clusters Score -1.930885e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -19308908.000000 Penalty: 5913.877441
	Iteration 83Q: 3 clusters Score -1.930891e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -19308950.000000 Penalty: 5913.877441
	Iteration 84Q: 3 clusters Score -1.930895e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 147469 members 
Entering Unmasked Estep 
Score: -19309038.000000 Penalty: 5913.877441
	Iteration 85Q: 3 clusters Score -1.930904e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 147659 members 
Entering Unmasked Estep 
Score: -19309098.000000 Penalty: 5913.877441
	Iteration 86Q: 3 clusters Score -1.93091e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -19309146.000000 Penalty: 5913.877441
	Iteration 87Q: 3 clusters Score -1.930915e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -19309156.000000 Penalty: 5913.877441
	Iteration 88Q: 3 clusters Score -1.930916e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -19309232.000000 Penalty: 5913.877441
	Iteration 89Q: 3 clusters Score -1.930923e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 148339 members 
Entering Unmasked Estep 
Score: -19309292.000000 Penalty: 5913.877441
	Iteration 90Q: 3 clusters Score -1.930929e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -19309346.000000 Penalty: 5913.877441
	Iteration 91Q: 3 clusters Score -1.930935e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 148631 members 
Entering Unmasked Estep 
Score: -19309362.000000 Penalty: 5913.877441
	Iteration 92Q: 3 clusters Score -1.930936e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 148760 members 
Entering Unmasked Estep 
Score: -19309440.000000 Penalty: 5913.877441
	Iteration 93Q: 3 clusters Score -1.930944e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 148863 members 
Entering Unmasked Estep 
Score: -19309474.000000 Penalty: 5913.877441
	Iteration 94Q: 3 clusters Score -1.930947e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -19309514.000000 Penalty: 5913.877441
	Iteration 95Q: 3 clusters Score -1.930951e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -19309538.000000 Penalty: 5913.877441
	Iteration 96Q: 3 clusters Score -1.930954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 149113 members 
Entering Unmasked Estep 
Score: -19309560.000000 Penalty: 5913.877441
	Iteration 97Q: 3 clusters Score -1.930956e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -19309630.000000 Penalty: 5913.877441
	Iteration 98Q: 3 clusters Score -1.930963e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 149267 members 
Entering Unmasked Estep 
Score: -19309664.000000 Penalty: 5913.877441
	Iteration 99Q: 3 clusters Score -1.930966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 149324 members 
Entering Unmasked Estep 
Score: -19309668.000000 Penalty: 5913.877441
	Iteration 100F: 3 clusters Score -1.930967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 149375 members 
Entering Unmasked Estep 
Score: -19309684.000000 Penalty: 5913.877441
	Iteration 101Q: 3 clusters Score -1.930968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -19309708.000000 Penalty: 5913.877441
	Iteration 102Q: 3 clusters Score -1.930971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -19309718.000000 Penalty: 5913.877441
	Iteration 103Q: 3 clusters Score -1.930972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -19309728.000000 Penalty: 5913.877441
	Iteration 104Q: 3 clusters Score -1.930973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 149525 members 
Entering Unmasked Estep 
Score: -19309728.000000 Penalty: 5913.877441
	Iteration 105Q: 3 clusters Score -1.930973e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -19309712.000000 Penalty: 5913.877441
	Iteration 106Q: 3 clusters Score -1.930971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -19309756.000000 Penalty: 5913.877441
	Iteration 107Q: 3 clusters Score -1.930976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 149631 members 
Entering Unmasked Estep 
Score: -19309792.000000 Penalty: 5913.877441
	Iteration 108Q: 3 clusters Score -1.930979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -19309822.000000 Penalty: 5913.877441
	Iteration 109Q: 3 clusters Score -1.930982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -19309832.000000 Penalty: 5913.877441
	Iteration 110Q: 3 clusters Score -1.930983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 149672 members 
Entering Unmasked Estep 
Score: -19309816.000000 Penalty: 5913.877441
	Iteration 111Q: 3 clusters Score -1.930982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 149681 members 
Entering Unmasked Estep 
Score: -19309832.000000 Penalty: 5913.877441
	Iteration 112Q: 3 clusters Score -1.930983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -19309834.000000 Penalty: 5913.877441
	Iteration 113Q: 3 clusters Score -1.930983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -19309830.000000 Penalty: 5913.877441
	Iteration 114Q: 3 clusters Score -1.930983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -19309830.000000 Penalty: 5913.877441
	Iteration 115F: 3 clusters Score -1.930983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -92573.945312 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -92573.95 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 442 members 
Entering Unmasked Estep 
Score: -90767.617188 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -90767.62 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91186.148438 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -91186.15 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91635.617188 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -91635.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92080.937500 Penalty: 3358.879883
	Iteration 3F: 3 clusters Score -92080.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92317.765625 Penalty: 3358.879883
	Iteration 4F: 3 clusters Score -92317.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92422.664062 Penalty: 3358.879883
	Iteration 5F: 3 clusters Score -92422.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -92514.367188 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -92514.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -92622.125000 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -92622.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92731.257812 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -92731.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -92840.265625 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -92840.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -92989.242188 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -92989.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93008.554688 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -93008.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -93017.031250 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -93017.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93018.539062 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -93018.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93018.539062 Penalty: 3358.879883
	Iteration 14F: 3 clusters Score -93018.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22772 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76828 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 74783 members 
Mstep: Class 15 contains 150714 members 
Mstep: Class 16 contains 232 members 
Mstep: Class 17 contains 171997 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
Score: -98277592.000000 Penalty: 70669.984375
Splitting cluster 16 changes total score from -98278736.000000 to -98277592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (171997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171997 members 
Entering Unmasked Estep 
Score: -22063394.000000 Penalty: 2989.697510
	Iteration 0F: 2 clusters Score -2.206339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -21949504.000000 Penalty: 5979.395020
	Iteration 0F: 3 clusters Score -2.19495e+07 nChanged 82780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -21998120.000000 Penalty: 5979.395020
	Iteration 1F: 3 clusters Score -2.199812e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -21999168.000000 Penalty: 5979.395020
	Iteration 2Q: 3 clusters Score -2.199917e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94176 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -22000744.000000 Penalty: 5979.395020
	Iteration 3Q: 3 clusters Score -2.200074e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -22003024.000000 Penalty: 5979.395020
	Iteration 4Q: 3 clusters Score -2.200302e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105281 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -22006850.000000 Penalty: 5979.395020
	Iteration 5Q: 3 clusters Score -2.200685e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -22013022.000000 Penalty: 5979.395020
	Iteration 6F: 3 clusters Score -2.201302e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125301 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -22022344.000000 Penalty: 5979.395020
	Iteration 7F: 3 clusters Score -2.202234e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -22033474.000000 Penalty: 5979.395020
	Iteration 8F: 3 clusters Score -2.203347e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -22043698.000000 Penalty: 5979.395020
	Iteration 9F: 3 clusters Score -2.20437e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -22050682.000000 Penalty: 5979.395020
	Iteration 10Q: 3 clusters Score -2.205068e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -22054906.000000 Penalty: 5979.395020
	Iteration 11Q: 3 clusters Score -2.205491e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166278 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -22057276.000000 Penalty: 5979.395020
	Iteration 12Q: 3 clusters Score -2.205728e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168407 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22058690.000000 Penalty: 5979.395020
	Iteration 13Q: 3 clusters Score -2.205869e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -22059416.000000 Penalty: 5979.395020
	Iteration 14Q: 3 clusters Score -2.205942e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22059926.000000 Penalty: 5979.395020
	Iteration 15Q: 3 clusters Score -2.205993e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22060216.000000 Penalty: 5979.395020
	Iteration 16Q: 3 clusters Score -2.206022e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22060414.000000 Penalty: 5979.395020
	Iteration 17Q: 3 clusters Score -2.206041e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22060570.000000 Penalty: 5979.395020
	Iteration 18Q: 3 clusters Score -2.206057e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171287 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22060648.000000 Penalty: 5979.395020
	Iteration 19Q: 3 clusters Score -2.206065e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22060702.000000 Penalty: 5979.395020
	Iteration 20F: 3 clusters Score -2.20607e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22060744.000000 Penalty: 5979.395020
	Iteration 21Q: 3 clusters Score -2.206074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22060776.000000 Penalty: 5979.395020
	Iteration 22Q: 3 clusters Score -2.206078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -22060796.000000 Penalty: 5979.395020
	Iteration 23Q: 3 clusters Score -2.20608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22060772.000000 Penalty: 5979.395020
	Iteration 24Q: 3 clusters Score -2.206077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22060796.000000 Penalty: 5979.395020
	Iteration 25Q: 3 clusters Score -2.20608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -22060788.000000 Penalty: 5979.395020
	Iteration 26Q: 3 clusters Score -2.206079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22060820.000000 Penalty: 5979.395020
	Iteration 27Q: 3 clusters Score -2.206082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22060830.000000 Penalty: 5979.395020
	Iteration 28Q: 3 clusters Score -2.206083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22060820.000000 Penalty: 5979.395020
	Iteration 29Q: 3 clusters Score -2.206082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22060828.000000 Penalty: 5979.395020
	Iteration 30Q: 3 clusters Score -2.206083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171461 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -22060838.000000 Penalty: 5979.395020
	Iteration 31Q: 3 clusters Score -2.206084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171463 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22060836.000000 Penalty: 5979.395020
	Iteration 32Q: 3 clusters Score -2.206084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22060836.000000 Penalty: 5979.395020
	Iteration 33Q: 3 clusters Score -2.206084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22060836.000000 Penalty: 5979.395020
	Iteration 34F: 3 clusters Score -2.206084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -830493.062500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -830493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -824899.187500 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -824899.2 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -826611.062500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -826611.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -827122.437500 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -827122.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -827536.062500 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -827536.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -827869.437500 Penalty: 4374.773926
	Iteration 4F: 3 clusters Score -827869.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -828110.437500 Penalty: 4374.773926
	Iteration 5F: 3 clusters Score -828110.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -828373.187500 Penalty: 4374.773926
	Iteration 6F: 3 clusters Score -828373.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -828557.187500 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -828557.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -828721.750000 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -828721.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -828847.312500 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -828847.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -828945.687500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -828945.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -829012.000000 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -829012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -829072.687500 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -829072.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -829113.875000 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -829113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -829142.187500 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -829142.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -829166.625000 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -829166.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -829178.437500 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -829178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -829187.625000 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -829187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -829196.437500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -829196.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -829209.750000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -829209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -829212.750000 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -829212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -829219.500000 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -829219.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -829226.562500 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -829226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -829232.250000 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -829232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -829237.437500 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -829237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -829240.937500 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -829240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -829242.750000 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -829242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -829243.812500 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -829243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -829243.812500 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -829243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -829243.812500 Penalty: 4374.773926
	Iteration 29F: 3 clusters Score -829243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -53604.753906 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -53604.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52093.582031 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -52093.58 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52329.726562 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -52329.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52452.523438 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -52452.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52524.382812 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -52524.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52590.472656 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -52590.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52666.140625 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -52666.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52719.425781 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -52719.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52740.820312 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -52740.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52756.457031 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -52756.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52772.753906 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -52772.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52783.675781 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -52783.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52793.257812 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -52793.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52801.957031 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -52801.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52804.105469 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -52804.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52816.855469 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -52816.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52826.871094 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -52826.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52826.871094 Penalty: 3100.944336
	Iteration 16F: 3 clusters Score -52826.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Entering Unmasked Estep 
Score: -3122244.000000 Penalty: 2502.517578
	Iteration 0F: 2 clusters Score -3122244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3105693.500000 Penalty: 5005.035156
	Iteration 0F: 3 clusters Score -3105694 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3111319.000000 Penalty: 5005.035156
	Iteration 1F: 3 clusters Score -3111319 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3111735.000000 Penalty: 5005.035156
	Iteration 2Q: 3 clusters Score -3111735 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3112064.750000 Penalty: 5005.035156
	Iteration 3Q: 3 clusters Score -3112065 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3112407.750000 Penalty: 5005.035156
	Iteration 4Q: 3 clusters Score -3112408 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3112678.250000 Penalty: 5005.035156
	Iteration 5Q: 3 clusters Score -3112678 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3112953.000000 Penalty: 5005.035156
	Iteration 6Q: 3 clusters Score -3112953 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3113327.750000 Penalty: 5005.035156
	Iteration 7Q: 3 clusters Score -3113328 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3113739.250000 Penalty: 5005.035156
	Iteration 8Q: 3 clusters Score -3113739 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3114267.000000 Penalty: 5005.035156
	Iteration 9Q: 3 clusters Score -3114267 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3114886.250000 Penalty: 5005.035156
	Iteration 10Q: 3 clusters Score -3114886 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3115544.500000 Penalty: 5005.035156
	Iteration 11Q: 3 clusters Score -3115544 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3116217.000000 Penalty: 5005.035156
	Iteration 12Q: 3 clusters Score -3116217 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3116813.750000 Penalty: 5005.035156
	Iteration 13Q: 3 clusters Score -3116814 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3117263.750000 Penalty: 5005.035156
	Iteration 14Q: 3 clusters Score -3117264 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3117598.500000 Penalty: 5005.035156
	Iteration 15Q: 3 clusters Score -3117598 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3117854.000000 Penalty: 5005.035156
	Iteration 16Q: 3 clusters Score -3117854 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3118008.750000 Penalty: 5005.035156
	Iteration 17Q: 3 clusters Score -3118009 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3118121.250000 Penalty: 5005.035156
	Iteration 18Q: 3 clusters Score -3118121 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3118234.000000 Penalty: 5005.035156
	Iteration 19Q: 3 clusters Score -3118234 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3118328.750000 Penalty: 5005.035156
	Iteration 20F: 3 clusters Score -3118329 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3118400.250000 Penalty: 5005.035156
	Iteration 21Q: 3 clusters Score -3118400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3118466.000000 Penalty: 5005.035156
	Iteration 22Q: 3 clusters Score -3118466 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3118514.750000 Penalty: 5005.035156
	Iteration 23Q: 3 clusters Score -3118515 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3118555.250000 Penalty: 5005.035156
	Iteration 24Q: 3 clusters Score -3118555 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3118611.000000 Penalty: 5005.035156
	Iteration 25Q: 3 clusters Score -3118611 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3118676.750000 Penalty: 5005.035156
	Iteration 26Q: 3 clusters Score -3118677 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3118726.250000 Penalty: 5005.035156
	Iteration 27Q: 3 clusters Score -3118726 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3118784.500000 Penalty: 5005.035156
	Iteration 28Q: 3 clusters Score -3118784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3118833.750000 Penalty: 5005.035156
	Iteration 29Q: 3 clusters Score -3118834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3118884.500000 Penalty: 5005.035156
	Iteration 30Q: 3 clusters Score -3118884 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3118940.250000 Penalty: 5005.035156
	Iteration 31Q: 3 clusters Score -3118940 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3118990.750000 Penalty: 5005.035156
	Iteration 32Q: 3 clusters Score -3118991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3119052.500000 Penalty: 5005.035156
	Iteration 33Q: 3 clusters Score -3119052 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3119115.750000 Penalty: 5005.035156
	Iteration 34Q: 3 clusters Score -3119116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3119185.750000 Penalty: 5005.035156
	Iteration 35Q: 3 clusters Score -3119186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3119240.000000 Penalty: 5005.035156
	Iteration 36Q: 3 clusters Score -3119240 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3119277.250000 Penalty: 5005.035156
	Iteration 37Q: 3 clusters Score -3119277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3119327.500000 Penalty: 5005.035156
	Iteration 38Q: 3 clusters Score -3119328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3119377.250000 Penalty: 5005.035156
	Iteration 39Q: 3 clusters Score -3119377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3119445.750000 Penalty: 5005.035156
	Iteration 40F: 3 clusters Score -3119446 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3119507.500000 Penalty: 5005.035156
	Iteration 41Q: 3 clusters Score -3119508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3119548.750000 Penalty: 5005.035156
	Iteration 42Q: 3 clusters Score -3119549 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3119589.000000 Penalty: 5005.035156
	Iteration 43Q: 3 clusters Score -3119589 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3119613.750000 Penalty: 5005.035156
	Iteration 44Q: 3 clusters Score -3119614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3119661.000000 Penalty: 5005.035156
	Iteration 45Q: 3 clusters Score -3119661 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3119694.000000 Penalty: 5005.035156
	Iteration 46Q: 3 clusters Score -3119694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3119739.500000 Penalty: 5005.035156
	Iteration 47Q: 3 clusters Score -3119740 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3119778.250000 Penalty: 5005.035156
	Iteration 48Q: 3 clusters Score -3119778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3119817.000000 Penalty: 5005.035156
	Iteration 49Q: 3 clusters Score -3119817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3119836.750000 Penalty: 5005.035156
	Iteration 50Q: 3 clusters Score -3119837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3119854.000000 Penalty: 5005.035156
	Iteration 51Q: 3 clusters Score -3119854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3119885.750000 Penalty: 5005.035156
	Iteration 52Q: 3 clusters Score -3119886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3119897.750000 Penalty: 5005.035156
	Iteration 53Q: 3 clusters Score -3119898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3119919.750000 Penalty: 5005.035156
	Iteration 54Q: 3 clusters Score -3119920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3119933.750000 Penalty: 5005.035156
	Iteration 55Q: 3 clusters Score -3119934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3119958.000000 Penalty: 5005.035156
	Iteration 56Q: 3 clusters Score -3119958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3119977.000000 Penalty: 5005.035156
	Iteration 57Q: 3 clusters Score -3119977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3119990.000000 Penalty: 5005.035156
	Iteration 58Q: 3 clusters Score -3119990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3120008.500000 Penalty: 5005.035156
	Iteration 59Q: 3 clusters Score -3120008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3120016.000000 Penalty: 5005.035156
	Iteration 60F: 3 clusters Score -3120016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3120026.250000 Penalty: 5005.035156
	Iteration 61Q: 3 clusters Score -3120026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3120035.500000 Penalty: 5005.035156
	Iteration 62Q: 3 clusters Score -3120036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3120046.500000 Penalty: 5005.035156
	Iteration 63Q: 3 clusters Score -3120046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3120055.500000 Penalty: 5005.035156
	Iteration 64Q: 3 clusters Score -3120056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3120067.250000 Penalty: 5005.035156
	Iteration 65Q: 3 clusters Score -3120067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3120082.500000 Penalty: 5005.035156
	Iteration 66Q: 3 clusters Score -3120082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3120090.250000 Penalty: 5005.035156
	Iteration 67Q: 3 clusters Score -3120090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3120109.750000 Penalty: 5005.035156
	Iteration 68Q: 3 clusters Score -3120110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3120114.750000 Penalty: 5005.035156
	Iteration 69Q: 3 clusters Score -3120115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3120124.250000 Penalty: 5005.035156
	Iteration 70Q: 3 clusters Score -3120124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3120131.500000 Penalty: 5005.035156
	Iteration 71Q: 3 clusters Score -3120132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -3120136.250000 Penalty: 5005.035156
	Iteration 72Q: 3 clusters Score -3120136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3120139.750000 Penalty: 5005.035156
	Iteration 73Q: 3 clusters Score -3120140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3120140.000000 Penalty: 5005.035156
	Iteration 74Q: 3 clusters Score -3120140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3120144.250000 Penalty: 5005.035156
	Iteration 75Q: 3 clusters Score -3120144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3120152.000000 Penalty: 5005.035156
	Iteration 76Q: 3 clusters Score -3120152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3120153.000000 Penalty: 5005.035156
	Iteration 77Q: 3 clusters Score -3120153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3120152.750000 Penalty: 5005.035156
	Iteration 78Q: 3 clusters Score -3120153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3120158.250000 Penalty: 5005.035156
	Iteration 79Q: 3 clusters Score -3120158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3120160.500000 Penalty: 5005.035156
	Iteration 80F: 3 clusters Score -3120160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3120160.500000 Penalty: 5005.035156
	Iteration 81Q: 3 clusters Score -3120160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3120159.750000 Penalty: 5005.035156
	Iteration 82Q: 3 clusters Score -3120160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3120163.000000 Penalty: 5005.035156
	Iteration 83Q: 3 clusters Score -3120163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3120162.500000 Penalty: 5005.035156
	Iteration 84Q: 3 clusters Score -3120162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3120162.750000 Penalty: 5005.035156
	Iteration 85Q: 3 clusters Score -3120163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3120164.250000 Penalty: 5005.035156
	Iteration 86Q: 3 clusters Score -3120164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3120164.250000 Penalty: 5005.035156
	Iteration 87F: 3 clusters Score -3120164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22772 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76828 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 74783 members 
Mstep: Class 15 contains 150714 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171997 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278808.000000 Penalty: 67304.742188
Iteration 279Q: 21 clusters Score -9.827881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76831 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 74782 members 
Mstep: Class 15 contains 150711 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171997 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278832.000000 Penalty: 67304.742188
Iteration 280F: 21 clusters Score -9.827883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172740 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76831 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 74785 members 
Mstep: Class 15 contains 150712 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171994 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278840.000000 Penalty: 67304.742188
Iteration 281Q: 21 clusters Score -9.827884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172739 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76830 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 74789 members 
Mstep: Class 15 contains 150710 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171994 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278896.000000 Penalty: 67304.742188
Iteration 282Q: 21 clusters Score -9.82789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172738 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76831 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 74789 members 
Mstep: Class 15 contains 150712 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171993 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278896.000000 Penalty: 67304.742188
Iteration 283Q: 21 clusters Score -9.82789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172738 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76830 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 74794 members 
Mstep: Class 15 contains 150714 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171988 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278848.000000 Penalty: 67304.742188
Iteration 284Q: 21 clusters Score -9.827885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172742 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76830 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 74798 members 
Mstep: Class 15 contains 150713 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171979 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278832.000000 Penalty: 67304.742188
Iteration 285Q: 21 clusters Score -9.827883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76831 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 74798 members 
Mstep: Class 15 contains 150711 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171979 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278864.000000 Penalty: 67304.742188
Iteration 286Q: 21 clusters Score -9.827886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172742 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76833 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 74799 members 
Mstep: Class 15 contains 150708 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171980 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278840.000000 Penalty: 67304.742188
Iteration 287Q: 21 clusters Score -9.827884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172745 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76833 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17983 members 
Mstep: Class 14 contains 74802 members 
Mstep: Class 15 contains 150704 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171977 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 288Q: 21 clusters Score -9.827876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172745 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22774 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 74804 members 
Mstep: Class 15 contains 150700 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171974 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 289Q: 21 clusters Score -9.827878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172744 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22776 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17992 members 
Mstep: Class 14 contains 74804 members 
Mstep: Class 15 contains 150694 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171973 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278800.000000 Penalty: 67304.742188
Iteration 290Q: 21 clusters Score -9.82788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172744 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22778 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17993 members 
Mstep: Class 14 contains 74804 members 
Mstep: Class 15 contains 150691 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171973 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278832.000000 Penalty: 67304.742188
Iteration 291Q: 21 clusters Score -9.827883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172746 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22780 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 17996 members 
Mstep: Class 14 contains 74804 members 
Mstep: Class 15 contains 150687 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171970 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278768.000000 Penalty: 67304.742188
Iteration 292Q: 21 clusters Score -9.827877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22781 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18001 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150685 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171965 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278840.000000 Penalty: 67304.742188
Iteration 293Q: 21 clusters Score -9.827884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172751 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22781 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18006 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150683 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171961 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278840.000000 Penalty: 67304.742188
Iteration 294Q: 21 clusters Score -9.827884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22781 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150683 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171959 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278816.000000 Penalty: 67304.742188
Iteration 295Q: 21 clusters Score -9.827882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172744 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 22781 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18012 members 
Mstep: Class 14 contains 74806 members 
Mstep: Class 15 contains 150681 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171960 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278848.000000 Penalty: 67304.742188
Iteration 296Q: 21 clusters Score -9.827885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172739 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 74809 members 
Mstep: Class 15 contains 150678 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171961 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278832.000000 Penalty: 67304.742188
Iteration 297Q: 21 clusters Score -9.827883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172737 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76834 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 74810 members 
Mstep: Class 15 contains 150675 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171962 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278856.000000 Penalty: 67304.742188
Iteration 298Q: 21 clusters Score -9.827886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172740 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18016 members 
Mstep: Class 14 contains 74811 members 
Mstep: Class 15 contains 150672 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171963 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278848.000000 Penalty: 67304.742188
Iteration 299Q: 21 clusters Score -9.827885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172740 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18017 members 
Mstep: Class 14 contains 74811 members 
Mstep: Class 15 contains 150672 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171960 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278792.000000 Penalty: 67304.742188
Iteration 300F: 21 clusters Score -9.827879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172740 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 74812 members 
Mstep: Class 15 contains 150670 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171959 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278824.000000 Penalty: 67304.742188
Iteration 301Q: 21 clusters Score -9.827882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18335 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 74813 members 
Mstep: Class 15 contains 150669 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171958 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 302Q: 21 clusters Score -9.827878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172741 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 74813 members 
Mstep: Class 15 contains 150674 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171958 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278792.000000 Penalty: 67304.742188
Iteration 303Q: 21 clusters Score -9.827879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172743 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 74813 members 
Mstep: Class 15 contains 150674 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171957 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278800.000000 Penalty: 67304.742188
Iteration 304Q: 21 clusters Score -9.82788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172746 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22782 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18018 members 
Mstep: Class 14 contains 74813 members 
Mstep: Class 15 contains 150669 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171959 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278792.000000 Penalty: 67304.742188
Iteration 305Q: 21 clusters Score -9.827879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172748 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18019 members 
Mstep: Class 14 contains 74813 members 
Mstep: Class 15 contains 150665 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171959 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278784.000000 Penalty: 67304.742188
Iteration 306Q: 21 clusters Score -9.827878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18021 members 
Mstep: Class 14 contains 74814 members 
Mstep: Class 15 contains 150662 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171958 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 307Q: 21 clusters Score -9.827873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18023 members 
Mstep: Class 14 contains 74815 members 
Mstep: Class 15 contains 150662 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171955 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278728.000000 Penalty: 67304.742188
Iteration 308Q: 21 clusters Score -9.827873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172747 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76835 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18026 members 
Mstep: Class 14 contains 74817 members 
Mstep: Class 15 contains 150661 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171952 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 309Q: 21 clusters Score -9.827876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172747 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76836 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18028 members 
Mstep: Class 14 contains 74818 members 
Mstep: Class 15 contains 150657 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171952 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278784.000000 Penalty: 67304.742188
Iteration 310Q: 21 clusters Score -9.827878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172748 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76837 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74817 members 
Mstep: Class 15 contains 150657 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171952 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 311Q: 21 clusters Score -9.827878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172748 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76839 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74815 members 
Mstep: Class 15 contains 150657 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171952 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 312Q: 21 clusters Score -9.827876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76843 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74811 members 
Mstep: Class 15 contains 150657 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171951 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 313Q: 21 clusters Score -9.827876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76846 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74812 members 
Mstep: Class 15 contains 150656 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171948 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278760.000000 Penalty: 67304.742188
Iteration 314Q: 21 clusters Score -9.827876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172751 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76852 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74806 members 
Mstep: Class 15 contains 150654 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171948 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278744.000000 Penalty: 67304.742188
Iteration 315Q: 21 clusters Score -9.827874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74799 members 
Mstep: Class 15 contains 150653 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171949 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278752.000000 Penalty: 67304.742188
Iteration 316Q: 21 clusters Score -9.827875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172753 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76857 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150652 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171948 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278792.000000 Penalty: 67304.742188
Iteration 317Q: 21 clusters Score -9.827879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74804 members 
Mstep: Class 15 contains 150653 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 318Q: 21 clusters Score -9.827878e+07 nChanged 2
Entering ConstructFrom: 
Score: -98278776.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -467745.750000 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -467745.8 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 1891 members 
Entering Unmasked Estep 
Score: -464037.625000 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -464037.6 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -464841.500000 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -464841.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -465029.531250 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -465029.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -465185.968750 Penalty: 4083.158203
	Iteration 3Q: 3 clusters Score -465186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -465277.187500 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -465277.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -465346.281250 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -465346.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -465406.906250 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -465406.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -465451.187500 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -465451.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -465487.062500 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -465487.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -465515.093750 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -465515.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -465542.218750 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -465542.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -465570.593750 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -465570.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -465592.218750 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -465592.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -465610.781250 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -465610.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -465620.062500 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -465620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -465633.468750 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -465633.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -465646.625000 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -465646.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -465661.562500 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -465661.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -465676.718750 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -465676.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -465690.312500 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -465690.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -465705.875000 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -465705.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -465720.250000 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -465720.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -465736.625000 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -465736.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -465750.937500 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -465750.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -465763.625000 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -465763.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -465775.312500 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -465775.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -465794.218750 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -465794.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -465813.531250 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -465813.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -465834.031250 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -465834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -465859.093750 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -465859.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -465882.750000 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -465882.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -465907.375000 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -465907.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -465930.187500 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -465930.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -465953.468750 Penalty: 4083.158203
	Iteration 33Q: 3 clusters Score -465953.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -465983.937500 Penalty: 4083.158203
	Iteration 34Q: 3 clusters Score -465983.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -466007.062500 Penalty: 4083.158203
	Iteration 35Q: 3 clusters Score -466007.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -466031.031250 Penalty: 4083.158203
	Iteration 36Q: 3 clusters Score -466031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -466051.625000 Penalty: 4083.158203
	Iteration 37Q: 3 clusters Score -466051.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -466089.343750 Penalty: 4083.158203
	Iteration 38Q: 3 clusters Score -466089.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -466135.593750 Penalty: 4083.158203
	Iteration 39Q: 3 clusters Score -466135.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -466165.562500 Penalty: 4083.158203
	Iteration 40F: 3 clusters Score -466165.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -466194.687500 Penalty: 4083.158203
	Iteration 41Q: 3 clusters Score -466194.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -466218.906250 Penalty: 4083.158203
	Iteration 42Q: 3 clusters Score -466218.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -466246.718750 Penalty: 4083.158203
	Iteration 43Q: 3 clusters Score -466246.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -466269.968750 Penalty: 4083.158203
	Iteration 44Q: 3 clusters Score -466270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -466300.125000 Penalty: 4083.158203
	Iteration 45Q: 3 clusters Score -466300.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -466337.062500 Penalty: 4083.158203
	Iteration 46Q: 3 clusters Score -466337.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -466359.718750 Penalty: 4083.158203
	Iteration 47Q: 3 clusters Score -466359.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -466381.656250 Penalty: 4083.158203
	Iteration 48Q: 3 clusters Score -466381.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -466405.593750 Penalty: 4083.158203
	Iteration 49Q: 3 clusters Score -466405.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -466428.937500 Penalty: 4083.158203
	Iteration 50Q: 3 clusters Score -466428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -466438.562500 Penalty: 4083.158203
	Iteration 51Q: 3 clusters Score -466438.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -466448.187500 Penalty: 4083.158203
	Iteration 52Q: 3 clusters Score -466448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -466454.718750 Penalty: 4083.158203
	Iteration 53Q: 3 clusters Score -466454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -466457.437500 Penalty: 4083.158203
	Iteration 54Q: 3 clusters Score -466457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -466462.812500 Penalty: 4083.158203
	Iteration 55Q: 3 clusters Score -466462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -466469.406250 Penalty: 4083.158203
	Iteration 56Q: 3 clusters Score -466469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -466475.906250 Penalty: 4083.158203
	Iteration 57Q: 3 clusters Score -466475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -466480.437500 Penalty: 4083.158203
	Iteration 58Q: 3 clusters Score -466480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -466481.000000 Penalty: 4083.158203
	Iteration 59Q: 3 clusters Score -466481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -466484.343750 Penalty: 4083.158203
	Iteration 60F: 3 clusters Score -466484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -466486.343750 Penalty: 4083.158203
	Iteration 61Q: 3 clusters Score -466486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -466488.375000 Penalty: 4083.158203
	Iteration 62Q: 3 clusters Score -466488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -466488.312500 Penalty: 4083.158203
	Iteration 63Q: 3 clusters Score -466488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -466488.312500 Penalty: 4083.158203
	Iteration 64F: 3 clusters Score -466488.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Entering Unmasked Estep 
Score: -22152110.000000 Penalty: 2990.783936
	Iteration 0F: 2 clusters Score -2.215211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -22038136.000000 Penalty: 5981.567871
	Iteration 0F: 3 clusters Score -2.203814e+07 nChanged 83005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -22086446.000000 Penalty: 5981.567871
	Iteration 1F: 3 clusters Score -2.208645e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -22087302.000000 Penalty: 5981.567871
	Iteration 2Q: 3 clusters Score -2.20873e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -22088682.000000 Penalty: 5981.567871
	Iteration 3Q: 3 clusters Score -2.208868e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -22090752.000000 Penalty: 5981.567871
	Iteration 4Q: 3 clusters Score -2.209075e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -22094020.000000 Penalty: 5981.567871
	Iteration 5Q: 3 clusters Score -2.209402e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -22098582.000000 Penalty: 5981.567871
	Iteration 6Q: 3 clusters Score -2.209858e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -22105306.000000 Penalty: 5981.567871
	Iteration 7F: 3 clusters Score -2.210531e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -22114384.000000 Penalty: 5981.567871
	Iteration 8F: 3 clusters Score -2.211438e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -22122214.000000 Penalty: 5981.567871
	Iteration 9F: 3 clusters Score -2.212221e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -22125854.000000 Penalty: 5981.567871
	Iteration 10F: 3 clusters Score -2.212585e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -22127136.000000 Penalty: 5981.567871
	Iteration 11Q: 3 clusters Score -2.212714e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -22127762.000000 Penalty: 5981.567871
	Iteration 12Q: 3 clusters Score -2.212776e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 85704 members 
Entering Unmasked Estep 
Score: -22128410.000000 Penalty: 5981.567871
	Iteration 13Q: 3 clusters Score -2.212841e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -22128784.000000 Penalty: 5981.567871
	Iteration 14Q: 3 clusters Score -2.212878e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -22129206.000000 Penalty: 5981.567871
	Iteration 15Q: 3 clusters Score -2.212921e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -22129800.000000 Penalty: 5981.567871
	Iteration 16Q: 3 clusters Score -2.21298e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -22130426.000000 Penalty: 5981.567871
	Iteration 17Q: 3 clusters Score -2.213043e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 92143 members 
Entering Unmasked Estep 
Score: -22130970.000000 Penalty: 5981.567871
	Iteration 18Q: 3 clusters Score -2.213097e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -22131584.000000 Penalty: 5981.567871
	Iteration 19Q: 3 clusters Score -2.213158e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -22132262.000000 Penalty: 5981.567871
	Iteration 20F: 3 clusters Score -2.213226e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -22132916.000000 Penalty: 5981.567871
	Iteration 21Q: 3 clusters Score -2.213292e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -22133478.000000 Penalty: 5981.567871
	Iteration 22Q: 3 clusters Score -2.213348e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -22133966.000000 Penalty: 5981.567871
	Iteration 23Q: 3 clusters Score -2.213397e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70541 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -22134444.000000 Penalty: 5981.567871
	Iteration 24Q: 3 clusters Score -2.213444e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -22134900.000000 Penalty: 5981.567871
	Iteration 25Q: 3 clusters Score -2.21349e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -22135402.000000 Penalty: 5981.567871
	Iteration 26Q: 3 clusters Score -2.21354e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -22135676.000000 Penalty: 5981.567871
	Iteration 27Q: 3 clusters Score -2.213568e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -22136064.000000 Penalty: 5981.567871
	Iteration 28Q: 3 clusters Score -2.213606e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 110974 members 
Entering Unmasked Estep 
Score: -22136336.000000 Penalty: 5981.567871
	Iteration 29Q: 3 clusters Score -2.213634e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -22136724.000000 Penalty: 5981.567871
	Iteration 30Q: 3 clusters Score -2.213672e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -22137134.000000 Penalty: 5981.567871
	Iteration 31Q: 3 clusters Score -2.213713e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -22137382.000000 Penalty: 5981.567871
	Iteration 32Q: 3 clusters Score -2.213738e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -22137668.000000 Penalty: 5981.567871
	Iteration 33Q: 3 clusters Score -2.213767e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -22138046.000000 Penalty: 5981.567871
	Iteration 34Q: 3 clusters Score -2.213805e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -22138434.000000 Penalty: 5981.567871
	Iteration 35Q: 3 clusters Score -2.213843e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 123934 members 
Entering Unmasked Estep 
Score: -22138866.000000 Penalty: 5981.567871
	Iteration 36Q: 3 clusters Score -2.213887e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -22139338.000000 Penalty: 5981.567871
	Iteration 37Q: 3 clusters Score -2.213934e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 127958 members 
Entering Unmasked Estep 
Score: -22139744.000000 Penalty: 5981.567871
	Iteration 38Q: 3 clusters Score -2.213974e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 129912 members 
Entering Unmasked Estep 
Score: -22140184.000000 Penalty: 5981.567871
	Iteration 39Q: 3 clusters Score -2.214018e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 131905 members 
Entering Unmasked Estep 
Score: -22140588.000000 Penalty: 5981.567871
	Iteration 40F: 3 clusters Score -2.214059e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 133843 members 
Entering Unmasked Estep 
Score: -22141026.000000 Penalty: 5981.567871
	Iteration 41Q: 3 clusters Score -2.214103e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -22141380.000000 Penalty: 5981.567871
	Iteration 42Q: 3 clusters Score -2.214138e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -22141868.000000 Penalty: 5981.567871
	Iteration 43Q: 3 clusters Score -2.214187e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -22142372.000000 Penalty: 5981.567871
	Iteration 44Q: 3 clusters Score -2.214237e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 141631 members 
Entering Unmasked Estep 
Score: -22142714.000000 Penalty: 5981.567871
	Iteration 45Q: 3 clusters Score -2.214271e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -22143260.000000 Penalty: 5981.567871
	Iteration 46Q: 3 clusters Score -2.214326e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 145281 members 
Entering Unmasked Estep 
Score: -22143650.000000 Penalty: 5981.567871
	Iteration 47Q: 3 clusters Score -2.214365e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -22144058.000000 Penalty: 5981.567871
	Iteration 48Q: 3 clusters Score -2.214406e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 148832 members 
Entering Unmasked Estep 
Score: -22144544.000000 Penalty: 5981.567871
	Iteration 49Q: 3 clusters Score -2.214454e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 150543 members 
Entering Unmasked Estep 
Score: -22144970.000000 Penalty: 5981.567871
	Iteration 50Q: 3 clusters Score -2.214497e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -22145490.000000 Penalty: 5981.567871
	Iteration 51Q: 3 clusters Score -2.214549e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -22145888.000000 Penalty: 5981.567871
	Iteration 52Q: 3 clusters Score -2.214589e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -22146394.000000 Penalty: 5981.567871
	Iteration 53Q: 3 clusters Score -2.214639e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -22146964.000000 Penalty: 5981.567871
	Iteration 54Q: 3 clusters Score -2.214696e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -22147460.000000 Penalty: 5981.567871
	Iteration 55Q: 3 clusters Score -2.214746e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -22147882.000000 Penalty: 5981.567871
	Iteration 56Q: 3 clusters Score -2.214788e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 160665 members 
Entering Unmasked Estep 
Score: -22148374.000000 Penalty: 5981.567871
	Iteration 57Q: 3 clusters Score -2.214837e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -22148752.000000 Penalty: 5981.567871
	Iteration 58Q: 3 clusters Score -2.214875e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 162775 members 
Entering Unmasked Estep 
Score: -22148872.000000 Penalty: 5981.567871
	Iteration 59Q: 3 clusters Score -2.214887e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -22149170.000000 Penalty: 5981.567871
	Iteration 60F: 3 clusters Score -2.214917e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -22149370.000000 Penalty: 5981.567871
	Iteration 61Q: 3 clusters Score -2.214937e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -22149476.000000 Penalty: 5981.567871
	Iteration 62Q: 3 clusters Score -2.214948e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 166081 members 
Entering Unmasked Estep 
Score: -22149628.000000 Penalty: 5981.567871
	Iteration 63Q: 3 clusters Score -2.214963e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 166727 members 
Entering Unmasked Estep 
Score: -22149762.000000 Penalty: 5981.567871
	Iteration 64Q: 3 clusters Score -2.214976e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 167299 members 
Entering Unmasked Estep 
Score: -22149814.000000 Penalty: 5981.567871
	Iteration 65Q: 3 clusters Score -2.214981e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 167826 members 
Entering Unmasked Estep 
Score: -22149878.000000 Penalty: 5981.567871
	Iteration 66Q: 3 clusters Score -2.214988e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -22149956.000000 Penalty: 5981.567871
	Iteration 67Q: 3 clusters Score -2.214996e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 168695 members 
Entering Unmasked Estep 
Score: -22149966.000000 Penalty: 5981.567871
	Iteration 68Q: 3 clusters Score -2.214997e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 169035 members 
Entering Unmasked Estep 
Score: -22149958.000000 Penalty: 5981.567871
	Iteration 69Q: 3 clusters Score -2.214996e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -22149942.000000 Penalty: 5981.567871
	Iteration 70Q: 3 clusters Score -2.214994e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 169556 members 
Entering Unmasked Estep 
Score: -22150018.000000 Penalty: 5981.567871
	Iteration 71Q: 3 clusters Score -2.215002e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -22150036.000000 Penalty: 5981.567871
	Iteration 72Q: 3 clusters Score -2.215004e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -22149994.000000 Penalty: 5981.567871
	Iteration 73Q: 3 clusters Score -2.214999e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -22149994.000000 Penalty: 5981.567871
	Iteration 74Q: 3 clusters Score -2.214999e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 170281 members 
Entering Unmasked Estep 
Score: -22149974.000000 Penalty: 5981.567871
	Iteration 75Q: 3 clusters Score -2.214997e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 170398 members 
Entering Unmasked Estep 
Score: -22149958.000000 Penalty: 5981.567871
	Iteration 76Q: 3 clusters Score -2.214996e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 170509 members 
Entering Unmasked Estep 
Score: -22149988.000000 Penalty: 5981.567871
	Iteration 77Q: 3 clusters Score -2.214999e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -22149968.000000 Penalty: 5981.567871
	Iteration 78Q: 3 clusters Score -2.214997e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 170690 members 
Entering Unmasked Estep 
Score: -22150002.000000 Penalty: 5981.567871
	Iteration 79Q: 3 clusters Score -2.215e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -22149960.000000 Penalty: 5981.567871
	Iteration 80F: 3 clusters Score -2.214996e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -22149934.000000 Penalty: 5981.567871
	Iteration 81Q: 3 clusters Score -2.214993e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 170936 members 
Entering Unmasked Estep 
Score: -22149956.000000 Penalty: 5981.567871
	Iteration 82Q: 3 clusters Score -2.214996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 171009 members 
Entering Unmasked Estep 
Score: -22149994.000000 Penalty: 5981.567871
	Iteration 83Q: 3 clusters Score -2.214999e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 171073 members 
Entering Unmasked Estep 
Score: -22149956.000000 Penalty: 5981.567871
	Iteration 84Q: 3 clusters Score -2.214996e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 171124 members 
Entering Unmasked Estep 
Score: -22149956.000000 Penalty: 5981.567871
	Iteration 85Q: 3 clusters Score -2.214996e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -22149986.000000 Penalty: 5981.567871
	Iteration 86Q: 3 clusters Score -2.214999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -22149950.000000 Penalty: 5981.567871
	Iteration 87Q: 3 clusters Score -2.214995e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 171242 members 
Entering Unmasked Estep 
Score: -22149950.000000 Penalty: 5981.567871
	Iteration 88Q: 3 clusters Score -2.214995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -22149916.000000 Penalty: 5981.567871
	Iteration 89Q: 3 clusters Score -2.214992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 171308 members 
Entering Unmasked Estep 
Score: -22149926.000000 Penalty: 5981.567871
	Iteration 90Q: 3 clusters Score -2.214993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 171329 members 
Entering Unmasked Estep 
Score: -22149922.000000 Penalty: 5981.567871
	Iteration 91Q: 3 clusters Score -2.214992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -22149942.000000 Penalty: 5981.567871
	Iteration 92Q: 3 clusters Score -2.214994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -22149942.000000 Penalty: 5981.567871
	Iteration 93Q: 3 clusters Score -2.214994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22149952.000000 Penalty: 5981.567871
	Iteration 94Q: 3 clusters Score -2.214995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 171392 members 
Entering Unmasked Estep 
Score: -22149948.000000 Penalty: 5981.567871
	Iteration 95Q: 3 clusters Score -2.214995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -22149946.000000 Penalty: 5981.567871
	Iteration 96Q: 3 clusters Score -2.214995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -22149934.000000 Penalty: 5981.567871
	Iteration 97Q: 3 clusters Score -2.214993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 171425 members 
Entering Unmasked Estep 
Score: -22149954.000000 Penalty: 5981.567871
	Iteration 98Q: 3 clusters Score -2.214995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -22149966.000000 Penalty: 5981.567871
	Iteration 99Q: 3 clusters Score -2.214997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 171444 members 
Entering Unmasked Estep 
Score: -22149962.000000 Penalty: 5981.567871
	Iteration 100F: 3 clusters Score -2.214996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -22149964.000000 Penalty: 5981.567871
	Iteration 101Q: 3 clusters Score -2.214996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -22149960.000000 Penalty: 5981.567871
	Iteration 102Q: 3 clusters Score -2.214996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -22149970.000000 Penalty: 5981.567871
	Iteration 103Q: 3 clusters Score -2.214997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -22149960.000000 Penalty: 5981.567871
	Iteration 104Q: 3 clusters Score -2.214996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -22149978.000000 Penalty: 5981.567871
	Iteration 105Q: 3 clusters Score -2.214998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 171483 members 
Entering Unmasked Estep 
Score: -22149978.000000 Penalty: 5981.567871
	Iteration 106Q: 3 clusters Score -2.214998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -22149976.000000 Penalty: 5981.567871
	Iteration 107Q: 3 clusters Score -2.214998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -22149984.000000 Penalty: 5981.567871
	Iteration 108Q: 3 clusters Score -2.214998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -22149984.000000 Penalty: 5981.567871
	Iteration 109F: 3 clusters Score -2.214998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 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 216 members 
Entering Unmasked Estep 
Score: -43227.972656 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43227.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43432.761719 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43432.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43551.078125 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -43551.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43589.824219 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43589.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43627.703125 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43627.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43651.023438 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43651.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43656.515625 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -43656.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43677.648438 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -43677.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43688.285156 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -43688.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43700.988281 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -43700.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43700.988281 Penalty: 3005.324951
	Iteration 10F: 3 clusters Score -43700.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Entering Unmasked Estep 
Score: -1370024.500000 Penalty: 2296.594727
	Iteration 0F: 2 clusters Score -1370024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1361995.750000 Penalty: 4593.189453
	Iteration 0F: 3 clusters Score -1361996 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1364305.750000 Penalty: 4593.189453
	Iteration 1F: 3 clusters Score -1364306 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1364602.375000 Penalty: 4593.189453
	Iteration 2F: 3 clusters Score -1364602 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1364815.625000 Penalty: 4593.189453
	Iteration 3F: 3 clusters Score -1364816 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1364981.750000 Penalty: 4593.189453
	Iteration 4Q: 3 clusters Score -1364982 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1365145.500000 Penalty: 4593.189453
	Iteration 5Q: 3 clusters Score -1365146 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1365305.500000 Penalty: 4593.189453
	Iteration 6Q: 3 clusters Score -1365306 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1365470.125000 Penalty: 4593.189453
	Iteration 7Q: 3 clusters Score -1365470 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1365640.125000 Penalty: 4593.189453
	Iteration 8Q: 3 clusters Score -1365640 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1365834.125000 Penalty: 4593.189453
	Iteration 9Q: 3 clusters Score -1365834 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1366089.125000 Penalty: 4593.189453
	Iteration 10Q: 3 clusters Score -1366089 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1366403.625000 Penalty: 4593.189453
	Iteration 11Q: 3 clusters Score -1366404 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1366741.000000 Penalty: 4593.189453
	Iteration 12Q: 3 clusters Score -1366741 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1367089.500000 Penalty: 4593.189453
	Iteration 13Q: 3 clusters Score -1367090 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1367399.250000 Penalty: 4593.189453
	Iteration 14Q: 3 clusters Score -1367399 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1367601.250000 Penalty: 4593.189453
	Iteration 15Q: 3 clusters Score -1367601 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1367708.375000 Penalty: 4593.189453
	Iteration 16Q: 3 clusters Score -1367708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1367779.125000 Penalty: 4593.189453
	Iteration 17Q: 3 clusters Score -1367779 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1367813.250000 Penalty: 4593.189453
	Iteration 18Q: 3 clusters Score -1367813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1367827.000000 Penalty: 4593.189453
	Iteration 19Q: 3 clusters Score -1367827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1367840.000000 Penalty: 4593.189453
	Iteration 20F: 3 clusters Score -1367840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1367852.625000 Penalty: 4593.189453
	Iteration 21Q: 3 clusters Score -1367853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1367867.875000 Penalty: 4593.189453
	Iteration 22Q: 3 clusters Score -1367868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1367877.500000 Penalty: 4593.189453
	Iteration 23Q: 3 clusters Score -1367878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1367889.000000 Penalty: 4593.189453
	Iteration 24Q: 3 clusters Score -1367889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1367894.750000 Penalty: 4593.189453
	Iteration 25Q: 3 clusters Score -1367895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1367903.750000 Penalty: 4593.189453
	Iteration 26Q: 3 clusters Score -1367904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1367913.000000 Penalty: 4593.189453
	Iteration 27Q: 3 clusters Score -1367913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1367914.875000 Penalty: 4593.189453
	Iteration 28Q: 3 clusters Score -1367915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1367919.125000 Penalty: 4593.189453
	Iteration 29Q: 3 clusters Score -1367919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1367920.625000 Penalty: 4593.189453
	Iteration 30Q: 3 clusters Score -1367921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1367923.875000 Penalty: 4593.189453
	Iteration 31Q: 3 clusters Score -1367924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1367929.125000 Penalty: 4593.189453
	Iteration 32Q: 3 clusters Score -1367929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1367933.875000 Penalty: 4593.189453
	Iteration 33Q: 3 clusters Score -1367934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1367938.750000 Penalty: 4593.189453
	Iteration 34Q: 3 clusters Score -1367939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1367941.500000 Penalty: 4593.189453
	Iteration 35Q: 3 clusters Score -1367942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1367948.500000 Penalty: 4593.189453
	Iteration 36Q: 3 clusters Score -1367948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1367952.875000 Penalty: 4593.189453
	Iteration 37Q: 3 clusters Score -1367953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1367956.000000 Penalty: 4593.189453
	Iteration 38Q: 3 clusters Score -1367956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1367958.250000 Penalty: 4593.189453
	Iteration 39Q: 3 clusters Score -1367958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1367963.000000 Penalty: 4593.189453
	Iteration 40F: 3 clusters Score -1367963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1367962.250000 Penalty: 4593.189453
	Iteration 41Q: 3 clusters Score -1367962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1367963.125000 Penalty: 4593.189453
	Iteration 42Q: 3 clusters Score -1367963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1367966.875000 Penalty: 4593.189453
	Iteration 43Q: 3 clusters Score -1367967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1367969.250000 Penalty: 4593.189453
	Iteration 44Q: 3 clusters Score -1367969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1367976.125000 Penalty: 4593.189453
	Iteration 45Q: 3 clusters Score -1367976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1367976.125000 Penalty: 4593.189453
	Iteration 46Q: 3 clusters Score -1367976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1367975.625000 Penalty: 4593.189453
	Iteration 47Q: 3 clusters Score -1367976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1367978.000000 Penalty: 4593.189453
	Iteration 48Q: 3 clusters Score -1367978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1367980.375000 Penalty: 4593.189453
	Iteration 49Q: 3 clusters Score -1367980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1367982.500000 Penalty: 4593.189453
	Iteration 50Q: 3 clusters Score -1367982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1367984.875000 Penalty: 4593.189453
	Iteration 51Q: 3 clusters Score -1367985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1367983.875000 Penalty: 4593.189453
	Iteration 52Q: 3 clusters Score -1367984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1367984.625000 Penalty: 4593.189453
	Iteration 53Q: 3 clusters Score -1367985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1367983.875000 Penalty: 4593.189453
	Iteration 54Q: 3 clusters Score -1367984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1367986.625000 Penalty: 4593.189453
	Iteration 55Q: 3 clusters Score -1367987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1367990.250000 Penalty: 4593.189453
	Iteration 56Q: 3 clusters Score -1367990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1367990.375000 Penalty: 4593.189453
	Iteration 57Q: 3 clusters Score -1367990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1367989.000000 Penalty: 4593.189453
	Iteration 58Q: 3 clusters Score -1367989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1367989.125000 Penalty: 4593.189453
	Iteration 59Q: 3 clusters Score -1367989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1367992.000000 Penalty: 4593.189453
	Iteration 60F: 3 clusters Score -1367992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1367988.875000 Penalty: 4593.189453
	Iteration 61Q: 3 clusters Score -1367989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1367988.875000 Penalty: 4593.189453
	Iteration 62F: 3 clusters Score -1367989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -74656.968750 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -74656.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73082.664062 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -73082.66 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73481.289062 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -73481.29 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73635.945312 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -73635.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73724.937500 Penalty: 3237.141602
	Iteration 3Q: 3 clusters Score -73724.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73871.843750 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -73871.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74036.179688 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -74036.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74115.226562 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -74115.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74153.648438 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -74153.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74176.507812 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -74176.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74195.125000 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -74195.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74205.804688 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -74205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74210.375000 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -74210.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74214.031250 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -74214.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -74214.031250 Penalty: 3237.141602
	Iteration 13F: 3 clusters Score -74214.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -536730.187500 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -536730.2 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 2124 members 
Entering Unmasked Estep 
Score: -532744.250000 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -532744.2 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -533607.437500 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -533607.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -533813.000000 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -533813 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -533941.000000 Penalty: 4135.325195
	Iteration 3Q: 3 clusters Score -533941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -534053.187500 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -534053.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -534180.125000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -534180.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -534296.875000 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -534296.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -534381.125000 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -534381.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -534458.875000 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -534458.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -534518.937500 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -534518.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -534568.625000 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -534568.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -534608.562500 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -534608.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -534645.187500 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -534645.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -534679.250000 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -534679.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -534706.750000 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -534706.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -534733.312500 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -534733.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -534745.750000 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -534745.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -534753.000000 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -534753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -534756.125000 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -534756.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -534764.562500 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -534764.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -534773.812500 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -534773.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -534778.375000 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -534778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -534782.062500 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -534782.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -534789.125000 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -534789.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -534799.375000 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -534799.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -534807.250000 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -534807.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -534818.562500 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -534818.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -534829.812500 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -534829.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -534839.625000 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -534839.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -534846.750000 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -534846.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -534855.687500 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -534855.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -534864.937500 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -534864.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -534870.375000 Penalty: 4135.325195
	Iteration 32Q: 3 clusters Score -534870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -534876.562500 Penalty: 4135.325195
	Iteration 33Q: 3 clusters Score -534876.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -534882.500000 Penalty: 4135.325195
	Iteration 34Q: 3 clusters Score -534882.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -534890.250000 Penalty: 4135.325195
	Iteration 35Q: 3 clusters Score -534890.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -534901.312500 Penalty: 4135.325195
	Iteration 36Q: 3 clusters Score -534901.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -534909.812500 Penalty: 4135.325195
	Iteration 37Q: 3 clusters Score -534909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -534919.062500 Penalty: 4135.325195
	Iteration 38Q: 3 clusters Score -534919.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -534929.062500 Penalty: 4135.325195
	Iteration 39Q: 3 clusters Score -534929.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -534937.375000 Penalty: 4135.325195
	Iteration 40F: 3 clusters Score -534937.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -534947.250000 Penalty: 4135.325195
	Iteration 41Q: 3 clusters Score -534947.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -534954.562500 Penalty: 4135.325195
	Iteration 42Q: 3 clusters Score -534954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -534963.750000 Penalty: 4135.325195
	Iteration 43Q: 3 clusters Score -534963.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -534973.062500 Penalty: 4135.325195
	Iteration 44Q: 3 clusters Score -534973.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -534982.250000 Penalty: 4135.325195
	Iteration 45Q: 3 clusters Score -534982.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -534993.375000 Penalty: 4135.325195
	Iteration 46Q: 3 clusters Score -534993.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -535001.187500 Penalty: 4135.325195
	Iteration 47Q: 3 clusters Score -535001.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -535005.687500 Penalty: 4135.325195
	Iteration 48Q: 3 clusters Score -535005.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -535009.062500 Penalty: 4135.325195
	Iteration 49Q: 3 clusters Score -535009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -535015.062500 Penalty: 4135.325195
	Iteration 50Q: 3 clusters Score -535015.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -535018.437500 Penalty: 4135.325195
	Iteration 51Q: 3 clusters Score -535018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -535024.562500 Penalty: 4135.325195
	Iteration 52Q: 3 clusters Score -535024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -535029.562500 Penalty: 4135.325195
	Iteration 53Q: 3 clusters Score -535029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -535033.187500 Penalty: 4135.325195
	Iteration 54Q: 3 clusters Score -535033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -535036.625000 Penalty: 4135.325195
	Iteration 55Q: 3 clusters Score -535036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -535041.750000 Penalty: 4135.325195
	Iteration 56Q: 3 clusters Score -535041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -535045.187500 Penalty: 4135.325195
	Iteration 57Q: 3 clusters Score -535045.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -535051.562500 Penalty: 4135.325195
	Iteration 58Q: 3 clusters Score -535051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -535056.687500 Penalty: 4135.325195
	Iteration 59Q: 3 clusters Score -535056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -535057.750000 Penalty: 4135.325195
	Iteration 60F: 3 clusters Score -535057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -535059.250000 Penalty: 4135.325195
	Iteration 61Q: 3 clusters Score -535059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -535060.125000 Penalty: 4135.325195
	Iteration 62Q: 3 clusters Score -535060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -535060.250000 Penalty: 4135.325195
	Iteration 63Q: 3 clusters Score -535060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -535061.187500 Penalty: 4135.325195
	Iteration 64Q: 3 clusters Score -535061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -535062.375000 Penalty: 4135.325195
	Iteration 65Q: 3 clusters Score -535062.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -535064.875000 Penalty: 4135.325195
	Iteration 66Q: 3 clusters Score -535064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -535067.937500 Penalty: 4135.325195
	Iteration 67Q: 3 clusters Score -535067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -535067.562500 Penalty: 4135.325195
	Iteration 68Q: 3 clusters Score -535067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -535067.562500 Penalty: 4135.325195
	Iteration 69Q: 3 clusters Score -535067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -535069.750000 Penalty: 4135.325195
	Iteration 70Q: 3 clusters Score -535069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -535069.312500 Penalty: 4135.325195
	Iteration 71Q: 3 clusters Score -535069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -535069.312500 Penalty: 4135.325195
	Iteration 72F: 3 clusters Score -535069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Entering Unmasked Estep 
Score: -1434101.125000 Penalty: 2326.637207
	Iteration 0F: 2 clusters Score -1434101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1425295.750000 Penalty: 4653.274414
	Iteration 0F: 3 clusters Score -1425296 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1427947.875000 Penalty: 4653.274414
	Iteration 1F: 3 clusters Score -1427948 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1428244.625000 Penalty: 4653.274414
	Iteration 2F: 3 clusters Score -1428245 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1428442.625000 Penalty: 4653.274414
	Iteration 3Q: 3 clusters Score -1428443 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1428602.000000 Penalty: 4653.274414
	Iteration 4Q: 3 clusters Score -1428602 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1428740.125000 Penalty: 4653.274414
	Iteration 5Q: 3 clusters Score -1428740 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1428864.500000 Penalty: 4653.274414
	Iteration 6Q: 3 clusters Score -1428864 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1428971.625000 Penalty: 4653.274414
	Iteration 7Q: 3 clusters Score -1428972 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1429068.750000 Penalty: 4653.274414
	Iteration 8Q: 3 clusters Score -1429069 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1429172.500000 Penalty: 4653.274414
	Iteration 9Q: 3 clusters Score -1429172 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1429270.250000 Penalty: 4653.274414
	Iteration 10Q: 3 clusters Score -1429270 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1429391.125000 Penalty: 4653.274414
	Iteration 11Q: 3 clusters Score -1429391 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1429508.875000 Penalty: 4653.274414
	Iteration 12Q: 3 clusters Score -1429509 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1429633.375000 Penalty: 4653.274414
	Iteration 13Q: 3 clusters Score -1429633 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1429761.500000 Penalty: 4653.274414
	Iteration 14Q: 3 clusters Score -1429762 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1429912.000000 Penalty: 4653.274414
	Iteration 15Q: 3 clusters Score -1429912 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1430116.000000 Penalty: 4653.274414
	Iteration 16Q: 3 clusters Score -1430116 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1430361.500000 Penalty: 4653.274414
	Iteration 17Q: 3 clusters Score -1430362 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1430631.375000 Penalty: 4653.274414
	Iteration 18Q: 3 clusters Score -1430631 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1430862.375000 Penalty: 4653.274414
	Iteration 19Q: 3 clusters Score -1430862 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1431014.500000 Penalty: 4653.274414
	Iteration 20F: 3 clusters Score -1431014 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1431114.625000 Penalty: 4653.274414
	Iteration 21Q: 3 clusters Score -1431115 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1431181.375000 Penalty: 4653.274414
	Iteration 22Q: 3 clusters Score -1431181 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1431225.375000 Penalty: 4653.274414
	Iteration 23Q: 3 clusters Score -1431225 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1431263.875000 Penalty: 4653.274414
	Iteration 24Q: 3 clusters Score -1431264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1431291.500000 Penalty: 4653.274414
	Iteration 25Q: 3 clusters Score -1431292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1431316.625000 Penalty: 4653.274414
	Iteration 26Q: 3 clusters Score -1431317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1431329.250000 Penalty: 4653.274414
	Iteration 27Q: 3 clusters Score -1431329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1431346.000000 Penalty: 4653.274414
	Iteration 28Q: 3 clusters Score -1431346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1431351.375000 Penalty: 4653.274414
	Iteration 29Q: 3 clusters Score -1431351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1431367.375000 Penalty: 4653.274414
	Iteration 30Q: 3 clusters Score -1431367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1431374.375000 Penalty: 4653.274414
	Iteration 31Q: 3 clusters Score -1431374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1431384.375000 Penalty: 4653.274414
	Iteration 32Q: 3 clusters Score -1431384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1431386.250000 Penalty: 4653.274414
	Iteration 33Q: 3 clusters Score -1431386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1431391.250000 Penalty: 4653.274414
	Iteration 34Q: 3 clusters Score -1431391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1431389.500000 Penalty: 4653.274414
	Iteration 35Q: 3 clusters Score -1431390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1431395.375000 Penalty: 4653.274414
	Iteration 36Q: 3 clusters Score -1431395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1431397.875000 Penalty: 4653.274414
	Iteration 37Q: 3 clusters Score -1431398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1431402.125000 Penalty: 4653.274414
	Iteration 38Q: 3 clusters Score -1431402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1431404.625000 Penalty: 4653.274414
	Iteration 39Q: 3 clusters Score -1431405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1431404.375000 Penalty: 4653.274414
	Iteration 40F: 3 clusters Score -1431404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1431406.375000 Penalty: 4653.274414
	Iteration 41Q: 3 clusters Score -1431406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1431406.750000 Penalty: 4653.274414
	Iteration 42Q: 3 clusters Score -1431407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1431406.125000 Penalty: 4653.274414
	Iteration 43Q: 3 clusters Score -1431406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1431410.500000 Penalty: 4653.274414
	Iteration 44Q: 3 clusters Score -1431410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1431410.500000 Penalty: 4653.274414
	Iteration 45Q: 3 clusters Score -1431410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1431409.625000 Penalty: 4653.274414
	Iteration 46Q: 3 clusters Score -1431410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1431409.250000 Penalty: 4653.274414
	Iteration 47Q: 3 clusters Score -1431409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1431407.750000 Penalty: 4653.274414
	Iteration 48Q: 3 clusters Score -1431408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1431407.750000 Penalty: 4653.274414
	Iteration 49F: 3 clusters Score -1431408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Entering Unmasked Estep 
Score: -2953784.750000 Penalty: 2488.374756
	Iteration 0F: 2 clusters Score -2953785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2937916.000000 Penalty: 4976.749512
	Iteration 0F: 3 clusters Score -2937916 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2943280.500000 Penalty: 4976.749512
	Iteration 1F: 3 clusters Score -2943280 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2943682.750000 Penalty: 4976.749512
	Iteration 2F: 3 clusters Score -2943683 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2944107.750000 Penalty: 4976.749512
	Iteration 3Q: 3 clusters Score -2944108 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2944541.500000 Penalty: 4976.749512
	Iteration 4Q: 3 clusters Score -2944542 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2945027.250000 Penalty: 4976.749512
	Iteration 5Q: 3 clusters Score -2945027 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2945636.750000 Penalty: 4976.749512
	Iteration 6Q: 3 clusters Score -2945637 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2946378.250000 Penalty: 4976.749512
	Iteration 7Q: 3 clusters Score -2946378 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2947275.750000 Penalty: 4976.749512
	Iteration 8F: 3 clusters Score -2947276 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2948251.250000 Penalty: 4976.749512
	Iteration 9F: 3 clusters Score -2948251 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2949089.000000 Penalty: 4976.749512
	Iteration 10Q: 3 clusters Score -2949089 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2949807.000000 Penalty: 4976.749512
	Iteration 11Q: 3 clusters Score -2949807 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2950384.750000 Penalty: 4976.749512
	Iteration 12Q: 3 clusters Score -2950385 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2950769.750000 Penalty: 4976.749512
	Iteration 13Q: 3 clusters Score -2950770 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2951065.000000 Penalty: 4976.749512
	Iteration 14Q: 3 clusters Score -2951065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2951252.000000 Penalty: 4976.749512
	Iteration 15Q: 3 clusters Score -2951252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2951355.250000 Penalty: 4976.749512
	Iteration 16Q: 3 clusters Score -2951355 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2951453.000000 Penalty: 4976.749512
	Iteration 17Q: 3 clusters Score -2951453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2951503.250000 Penalty: 4976.749512
	Iteration 18Q: 3 clusters Score -2951503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2951557.000000 Penalty: 4976.749512
	Iteration 19Q: 3 clusters Score -2951557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2951574.000000 Penalty: 4976.749512
	Iteration 20F: 3 clusters Score -2951574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2951586.000000 Penalty: 4976.749512
	Iteration 21Q: 3 clusters Score -2951586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2951610.750000 Penalty: 4976.749512
	Iteration 22Q: 3 clusters Score -2951611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2951633.000000 Penalty: 4976.749512
	Iteration 23Q: 3 clusters Score -2951633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2951649.500000 Penalty: 4976.749512
	Iteration 24Q: 3 clusters Score -2951650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2951667.500000 Penalty: 4976.749512
	Iteration 25Q: 3 clusters Score -2951668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2951681.000000 Penalty: 4976.749512
	Iteration 26Q: 3 clusters Score -2951681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2951687.750000 Penalty: 4976.749512
	Iteration 27Q: 3 clusters Score -2951688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2951696.500000 Penalty: 4976.749512
	Iteration 28Q: 3 clusters Score -2951696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2951709.000000 Penalty: 4976.749512
	Iteration 29Q: 3 clusters Score -2951709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2951717.250000 Penalty: 4976.749512
	Iteration 30Q: 3 clusters Score -2951717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2951721.500000 Penalty: 4976.749512
	Iteration 31Q: 3 clusters Score -2951722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2951722.000000 Penalty: 4976.749512
	Iteration 32Q: 3 clusters Score -2951722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2951723.500000 Penalty: 4976.749512
	Iteration 33Q: 3 clusters Score -2951724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2951723.750000 Penalty: 4976.749512
	Iteration 34Q: 3 clusters Score -2951724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2951726.750000 Penalty: 4976.749512
	Iteration 35Q: 3 clusters Score -2951727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2951726.750000 Penalty: 4976.749512
	Iteration 36Q: 3 clusters Score -2951727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2951730.250000 Penalty: 4976.749512
	Iteration 37Q: 3 clusters Score -2951730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2951734.500000 Penalty: 4976.749512
	Iteration 38Q: 3 clusters Score -2951734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2951735.000000 Penalty: 4976.749512
	Iteration 39Q: 3 clusters Score -2951735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2951735.000000 Penalty: 4976.749512
	Iteration 40F: 3 clusters Score -2951735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1465779.250000 Penalty: 2313.374512
	Iteration 0F: 2 clusters Score -1465779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1457333.250000 Penalty: 4626.749023
	Iteration 0F: 3 clusters Score -1457333 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1459764.250000 Penalty: 4626.749023
	Iteration 1F: 3 clusters Score -1459764 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1460124.750000 Penalty: 4626.749023
	Iteration 2F: 3 clusters Score -1460125 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1460408.500000 Penalty: 4626.749023
	Iteration 3F: 3 clusters Score -1460408 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1460673.250000 Penalty: 4626.749023
	Iteration 4Q: 3 clusters Score -1460673 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1460899.625000 Penalty: 4626.749023
	Iteration 5Q: 3 clusters Score -1460900 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1461109.375000 Penalty: 4626.749023
	Iteration 6Q: 3 clusters Score -1461109 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1461315.250000 Penalty: 4626.749023
	Iteration 7Q: 3 clusters Score -1461315 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1461499.750000 Penalty: 4626.749023
	Iteration 8Q: 3 clusters Score -1461500 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1461679.000000 Penalty: 4626.749023
	Iteration 9Q: 3 clusters Score -1461679 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1461865.875000 Penalty: 4626.749023
	Iteration 10Q: 3 clusters Score -1461866 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1462072.125000 Penalty: 4626.749023
	Iteration 11Q: 3 clusters Score -1462072 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1462232.625000 Penalty: 4626.749023
	Iteration 12Q: 3 clusters Score -1462233 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1462358.125000 Penalty: 4626.749023
	Iteration 13Q: 3 clusters Score -1462358 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1462488.125000 Penalty: 4626.749023
	Iteration 14Q: 3 clusters Score -1462488 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1462608.500000 Penalty: 4626.749023
	Iteration 15Q: 3 clusters Score -1462608 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1462700.750000 Penalty: 4626.749023
	Iteration 16Q: 3 clusters Score -1462701 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1462769.875000 Penalty: 4626.749023
	Iteration 17Q: 3 clusters Score -1462770 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1462823.375000 Penalty: 4626.749023
	Iteration 18Q: 3 clusters Score -1462823 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1462858.000000 Penalty: 4626.749023
	Iteration 19Q: 3 clusters Score -1462858 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1462891.500000 Penalty: 4626.749023
	Iteration 20F: 3 clusters Score -1462892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1462921.875000 Penalty: 4626.749023
	Iteration 21Q: 3 clusters Score -1462922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1462950.750000 Penalty: 4626.749023
	Iteration 22Q: 3 clusters Score -1462951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1462974.875000 Penalty: 4626.749023
	Iteration 23Q: 3 clusters Score -1462975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1463003.375000 Penalty: 4626.749023
	Iteration 24Q: 3 clusters Score -1463003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1463024.250000 Penalty: 4626.749023
	Iteration 25Q: 3 clusters Score -1463024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1463044.250000 Penalty: 4626.749023
	Iteration 26Q: 3 clusters Score -1463044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1463061.625000 Penalty: 4626.749023
	Iteration 27Q: 3 clusters Score -1463062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1463083.250000 Penalty: 4626.749023
	Iteration 28Q: 3 clusters Score -1463083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1463098.000000 Penalty: 4626.749023
	Iteration 29Q: 3 clusters Score -1463098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1463119.875000 Penalty: 4626.749023
	Iteration 30Q: 3 clusters Score -1463120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1463137.625000 Penalty: 4626.749023
	Iteration 31Q: 3 clusters Score -1463138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1463154.375000 Penalty: 4626.749023
	Iteration 32Q: 3 clusters Score -1463154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1463157.125000 Penalty: 4626.749023
	Iteration 33Q: 3 clusters Score -1463157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1463171.750000 Penalty: 4626.749023
	Iteration 34Q: 3 clusters Score -1463172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1463182.750000 Penalty: 4626.749023
	Iteration 35Q: 3 clusters Score -1463183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1463192.875000 Penalty: 4626.749023
	Iteration 36Q: 3 clusters Score -1463193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1463202.125000 Penalty: 4626.749023
	Iteration 37Q: 3 clusters Score -1463202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1463209.750000 Penalty: 4626.749023
	Iteration 38Q: 3 clusters Score -1463210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1463220.625000 Penalty: 4626.749023
	Iteration 39Q: 3 clusters Score -1463221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1463226.875000 Penalty: 4626.749023
	Iteration 40F: 3 clusters Score -1463227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1463234.500000 Penalty: 4626.749023
	Iteration 41Q: 3 clusters Score -1463234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1463239.625000 Penalty: 4626.749023
	Iteration 42Q: 3 clusters Score -1463240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1463246.750000 Penalty: 4626.749023
	Iteration 43Q: 3 clusters Score -1463247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1463257.875000 Penalty: 4626.749023
	Iteration 44Q: 3 clusters Score -1463258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1463264.250000 Penalty: 4626.749023
	Iteration 45Q: 3 clusters Score -1463264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1463274.000000 Penalty: 4626.749023
	Iteration 46Q: 3 clusters Score -1463274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1463287.375000 Penalty: 4626.749023
	Iteration 47Q: 3 clusters Score -1463287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1463297.000000 Penalty: 4626.749023
	Iteration 48Q: 3 clusters Score -1463297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1463309.750000 Penalty: 4626.749023
	Iteration 49Q: 3 clusters Score -1463310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1463320.250000 Penalty: 4626.749023
	Iteration 50Q: 3 clusters Score -1463320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1463329.000000 Penalty: 4626.749023
	Iteration 51Q: 3 clusters Score -1463329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1463332.125000 Penalty: 4626.749023
	Iteration 52Q: 3 clusters Score -1463332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1463338.750000 Penalty: 4626.749023
	Iteration 53Q: 3 clusters Score -1463339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1463343.625000 Penalty: 4626.749023
	Iteration 54Q: 3 clusters Score -1463344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1463353.250000 Penalty: 4626.749023
	Iteration 55Q: 3 clusters Score -1463353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1463353.625000 Penalty: 4626.749023
	Iteration 56Q: 3 clusters Score -1463354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1463359.750000 Penalty: 4626.749023
	Iteration 57Q: 3 clusters Score -1463360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1463365.250000 Penalty: 4626.749023
	Iteration 58Q: 3 clusters Score -1463365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1463371.500000 Penalty: 4626.749023
	Iteration 59Q: 3 clusters Score -1463372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1463373.250000 Penalty: 4626.749023
	Iteration 60F: 3 clusters Score -1463373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1463382.750000 Penalty: 4626.749023
	Iteration 61Q: 3 clusters Score -1463383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1463392.125000 Penalty: 4626.749023
	Iteration 62Q: 3 clusters Score -1463392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1463393.500000 Penalty: 4626.749023
	Iteration 63Q: 3 clusters Score -1463394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1463404.375000 Penalty: 4626.749023
	Iteration 64Q: 3 clusters Score -1463404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1463414.000000 Penalty: 4626.749023
	Iteration 65Q: 3 clusters Score -1463414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1463426.500000 Penalty: 4626.749023
	Iteration 66Q: 3 clusters Score -1463426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1463435.125000 Penalty: 4626.749023
	Iteration 67Q: 3 clusters Score -1463435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1463443.375000 Penalty: 4626.749023
	Iteration 68Q: 3 clusters Score -1463443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1463448.750000 Penalty: 4626.749023
	Iteration 69Q: 3 clusters Score -1463449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1463455.750000 Penalty: 4626.749023
	Iteration 70Q: 3 clusters Score -1463456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1463461.250000 Penalty: 4626.749023
	Iteration 71Q: 3 clusters Score -1463461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1463463.500000 Penalty: 4626.749023
	Iteration 72Q: 3 clusters Score -1463464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1463466.625000 Penalty: 4626.749023
	Iteration 73Q: 3 clusters Score -1463467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1463467.625000 Penalty: 4626.749023
	Iteration 74Q: 3 clusters Score -1463468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1463472.375000 Penalty: 4626.749023
	Iteration 75Q: 3 clusters Score -1463472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1463480.000000 Penalty: 4626.749023
	Iteration 76Q: 3 clusters Score -1463480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1463482.875000 Penalty: 4626.749023
	Iteration 77Q: 3 clusters Score -1463483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1463491.875000 Penalty: 4626.749023
	Iteration 78Q: 3 clusters Score -1463492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1463500.875000 Penalty: 4626.749023
	Iteration 79Q: 3 clusters Score -1463501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1463509.250000 Penalty: 4626.749023
	Iteration 80F: 3 clusters Score -1463509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1463513.375000 Penalty: 4626.749023
	Iteration 81Q: 3 clusters Score -1463513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1463520.500000 Penalty: 4626.749023
	Iteration 82Q: 3 clusters Score -1463520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1463527.250000 Penalty: 4626.749023
	Iteration 83Q: 3 clusters Score -1463527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1463534.375000 Penalty: 4626.749023
	Iteration 84Q: 3 clusters Score -1463534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1463538.500000 Penalty: 4626.749023
	Iteration 85Q: 3 clusters Score -1463538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1463545.250000 Penalty: 4626.749023
	Iteration 86Q: 3 clusters Score -1463545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1463553.875000 Penalty: 4626.749023
	Iteration 87Q: 3 clusters Score -1463554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1463571.375000 Penalty: 4626.749023
	Iteration 88Q: 3 clusters Score -1463571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1463586.125000 Penalty: 4626.749023
	Iteration 89Q: 3 clusters Score -1463586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1463601.750000 Penalty: 4626.749023
	Iteration 90Q: 3 clusters Score -1463602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1463618.750000 Penalty: 4626.749023
	Iteration 91Q: 3 clusters Score -1463619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1463633.750000 Penalty: 4626.749023
	Iteration 92Q: 3 clusters Score -1463634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1463647.250000 Penalty: 4626.749023
	Iteration 93Q: 3 clusters Score -1463647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1463657.625000 Penalty: 4626.749023
	Iteration 94Q: 3 clusters Score -1463658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1463665.250000 Penalty: 4626.749023
	Iteration 95Q: 3 clusters Score -1463665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1463672.625000 Penalty: 4626.749023
	Iteration 96Q: 3 clusters Score -1463673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1463679.375000 Penalty: 4626.749023
	Iteration 97Q: 3 clusters Score -1463679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1463686.625000 Penalty: 4626.749023
	Iteration 98Q: 3 clusters Score -1463687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1463696.500000 Penalty: 4626.749023
	Iteration 99Q: 3 clusters Score -1463696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1463703.125000 Penalty: 4626.749023
	Iteration 100F: 3 clusters Score -1463703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1463709.750000 Penalty: 4626.749023
	Iteration 101Q: 3 clusters Score -1463710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1463714.625000 Penalty: 4626.749023
	Iteration 102Q: 3 clusters Score -1463715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1463717.375000 Penalty: 4626.749023
	Iteration 103Q: 3 clusters Score -1463717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1463720.375000 Penalty: 4626.749023
	Iteration 104Q: 3 clusters Score -1463720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1463728.375000 Penalty: 4626.749023
	Iteration 105Q: 3 clusters Score -1463728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1463733.000000 Penalty: 4626.749023
	Iteration 106Q: 3 clusters Score -1463733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1463733.625000 Penalty: 4626.749023
	Iteration 107Q: 3 clusters Score -1463734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1463739.375000 Penalty: 4626.749023
	Iteration 108Q: 3 clusters Score -1463739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1463743.750000 Penalty: 4626.749023
	Iteration 109Q: 3 clusters Score -1463744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1463746.000000 Penalty: 4626.749023
	Iteration 110Q: 3 clusters Score -1463746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1463748.250000 Penalty: 4626.749023
	Iteration 111Q: 3 clusters Score -1463748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1463751.750000 Penalty: 4626.749023
	Iteration 112Q: 3 clusters Score -1463752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1463755.250000 Penalty: 4626.749023
	Iteration 113Q: 3 clusters Score -1463755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1463758.875000 Penalty: 4626.749023
	Iteration 114Q: 3 clusters Score -1463759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1463762.875000 Penalty: 4626.749023
	Iteration 115Q: 3 clusters Score -1463763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1463767.375000 Penalty: 4626.749023
	Iteration 116Q: 3 clusters Score -1463767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1463769.375000 Penalty: 4626.749023
	Iteration 117Q: 3 clusters Score -1463769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1463772.750000 Penalty: 4626.749023
	Iteration 118Q: 3 clusters Score -1463773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1463775.875000 Penalty: 4626.749023
	Iteration 119Q: 3 clusters Score -1463776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1463778.375000 Penalty: 4626.749023
	Iteration 120F: 3 clusters Score -1463778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1463781.250000 Penalty: 4626.749023
	Iteration 121Q: 3 clusters Score -1463781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1463785.500000 Penalty: 4626.749023
	Iteration 122Q: 3 clusters Score -1463786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1463786.125000 Penalty: 4626.749023
	Iteration 123Q: 3 clusters Score -1463786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1463786.125000 Penalty: 4626.749023
	Iteration 124F: 3 clusters Score -1463786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Entering Unmasked Estep 
Score: -9610413.000000 Penalty: 2789.929199
	Iteration 0F: 2 clusters Score -9610413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -9558851.000000 Penalty: 5579.858398
	Iteration 0F: 3 clusters Score -9558851 nChanged 36059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -9579029.000000 Penalty: 5579.858398
	Iteration 1F: 3 clusters Score -9579029 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -9579664.000000 Penalty: 5579.858398
	Iteration 2Q: 3 clusters Score -9579664 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -9580330.000000 Penalty: 5579.858398
	Iteration 3Q: 3 clusters Score -9580330 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -9581354.000000 Penalty: 5579.858398
	Iteration 4Q: 3 clusters Score -9581354 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -9583126.000000 Penalty: 5579.858398
	Iteration 5Q: 3 clusters Score -9583126 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -9586157.000000 Penalty: 5579.858398
	Iteration 6F: 3 clusters Score -9586157 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -9590873.000000 Penalty: 5579.858398
	Iteration 7F: 3 clusters Score -9590873 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -9596823.000000 Penalty: 5579.858398
	Iteration 8F: 3 clusters Score -9596823 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -9602360.000000 Penalty: 5579.858398
	Iteration 9F: 3 clusters Score -9602360 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9605663.000000 Penalty: 5579.858398
	Iteration 10Q: 3 clusters Score -9605663 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -9607123.000000 Penalty: 5579.858398
	Iteration 11Q: 3 clusters Score -9607123 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -9607607.000000 Penalty: 5579.858398
	Iteration 12Q: 3 clusters Score -9607607 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -9607773.000000 Penalty: 5579.858398
	Iteration 13Q: 3 clusters Score -9607773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -9607850.000000 Penalty: 5579.858398
	Iteration 14Q: 3 clusters Score -9607850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -9607881.000000 Penalty: 5579.858398
	Iteration 15Q: 3 clusters Score -9607881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -9607894.000000 Penalty: 5579.858398
	Iteration 16Q: 3 clusters Score -9607894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -9607911.000000 Penalty: 5579.858398
	Iteration 17Q: 3 clusters Score -9607911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -9607905.000000 Penalty: 5579.858398
	Iteration 18Q: 3 clusters Score -9607905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -9607915.000000 Penalty: 5579.858398
	Iteration 19Q: 3 clusters Score -9607915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -9607915.000000 Penalty: 5579.858398
	Iteration 20F: 3 clusters Score -9607915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2378720.750000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2378721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2365704.000000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2365704 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2369982.250000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2369982 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2370329.500000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2370330 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2370593.250000 Penalty: 4868.936035
	Iteration 3Q: 3 clusters Score -2370593 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2370787.250000 Penalty: 4868.936035
	Iteration 4Q: 3 clusters Score -2370787 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2370973.500000 Penalty: 4868.936035
	Iteration 5Q: 3 clusters Score -2370974 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2371176.250000 Penalty: 4868.936035
	Iteration 6Q: 3 clusters Score -2371176 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2371428.000000 Penalty: 4868.936035
	Iteration 7Q: 3 clusters Score -2371428 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2371761.250000 Penalty: 4868.936035
	Iteration 8Q: 3 clusters Score -2371761 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2372236.500000 Penalty: 4868.936035
	Iteration 9Q: 3 clusters Score -2372236 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2372883.750000 Penalty: 4868.936035
	Iteration 10F: 3 clusters Score -2372884 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2373730.250000 Penalty: 4868.936035
	Iteration 11F: 3 clusters Score -2373730 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2374714.750000 Penalty: 4868.936035
	Iteration 12F: 3 clusters Score -2374715 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2375528.500000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2375528 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2376023.000000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2376023 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2376286.750000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2376287 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2376410.000000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2376410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2376479.750000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2376480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2376527.000000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2376527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2376568.000000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2376568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2376595.500000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2376596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2376611.750000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2376612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2376621.000000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2376621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2376626.750000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2376627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2376634.750000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2376635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2376637.000000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2376637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2376636.250000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2376636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2376642.750000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2376643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2376641.750000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2376642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2376641.750000 Penalty: 4868.936035
	Iteration 29F: 3 clusters Score -2376642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88327.156250 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88327.16 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88890.640625 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -88890.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89400.265625 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -89400.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89871.640625 Penalty: 3316.805908
	Iteration 3F: 3 clusters Score -89871.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -90174.664062 Penalty: 3316.805908
	Iteration 4F: 3 clusters Score -90174.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90355.281250 Penalty: 3316.805908
	Iteration 5F: 3 clusters Score -90355.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -90446.515625 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -90446.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -90538.226562 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -90538.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90602.718750 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -90602.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90683.656250 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -90683.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -90746.523438 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -90746.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -90791.171875 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -90791.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90809.796875 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -90809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90812.460938 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -90812.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90812.460938 Penalty: 3316.805908
	Iteration 14F: 3 clusters Score -90812.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 203 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150654 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
Score: -98277928.000000 Penalty: 70669.984375
Splitting cluster 12 changes total score from -98278776.000000 to -98277928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (18027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Entering Unmasked Estep 
Score: -2348504.250000 Penalty: 2430.307373
	Iteration 0F: 2 clusters Score -2348504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2335697.250000 Penalty: 4860.614746
	Iteration 0F: 3 clusters Score -2335697 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2340015.750000 Penalty: 4860.614746
	Iteration 1F: 3 clusters Score -2340016 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2340534.500000 Penalty: 4860.614746
	Iteration 2F: 3 clusters Score -2340534 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2341001.500000 Penalty: 4860.614746
	Iteration 3F: 3 clusters Score -2341002 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2341467.750000 Penalty: 4860.614746
	Iteration 4Q: 3 clusters Score -2341468 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2341955.750000 Penalty: 4860.614746
	Iteration 5Q: 3 clusters Score -2341956 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2342430.000000 Penalty: 4860.614746
	Iteration 6Q: 3 clusters Score -2342430 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2342891.250000 Penalty: 4860.614746
	Iteration 7Q: 3 clusters Score -2342891 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2343364.000000 Penalty: 4860.614746
	Iteration 8Q: 3 clusters Score -2343364 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2343808.750000 Penalty: 4860.614746
	Iteration 9Q: 3 clusters Score -2343809 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2344194.000000 Penalty: 4860.614746
	Iteration 10Q: 3 clusters Score -2344194 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2344486.000000 Penalty: 4860.614746
	Iteration 11Q: 3 clusters Score -2344486 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2344689.750000 Penalty: 4860.614746
	Iteration 12Q: 3 clusters Score -2344690 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2344821.250000 Penalty: 4860.614746
	Iteration 13Q: 3 clusters Score -2344821 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2344920.750000 Penalty: 4860.614746
	Iteration 14Q: 3 clusters Score -2344921 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2344977.500000 Penalty: 4860.614746
	Iteration 15Q: 3 clusters Score -2344978 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2345045.000000 Penalty: 4860.614746
	Iteration 16Q: 3 clusters Score -2345045 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2345073.500000 Penalty: 4860.614746
	Iteration 17Q: 3 clusters Score -2345074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2345104.750000 Penalty: 4860.614746
	Iteration 18Q: 3 clusters Score -2345105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2345133.000000 Penalty: 4860.614746
	Iteration 19Q: 3 clusters Score -2345133 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2345163.750000 Penalty: 4860.614746
	Iteration 20F: 3 clusters Score -2345164 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2345206.750000 Penalty: 4860.614746
	Iteration 21Q: 3 clusters Score -2345207 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2345247.500000 Penalty: 4860.614746
	Iteration 22Q: 3 clusters Score -2345248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2345290.000000 Penalty: 4860.614746
	Iteration 23Q: 3 clusters Score -2345290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2345327.750000 Penalty: 4860.614746
	Iteration 24Q: 3 clusters Score -2345328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2345360.000000 Penalty: 4860.614746
	Iteration 25Q: 3 clusters Score -2345360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2345403.750000 Penalty: 4860.614746
	Iteration 26Q: 3 clusters Score -2345404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2345429.500000 Penalty: 4860.614746
	Iteration 27Q: 3 clusters Score -2345430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2345453.500000 Penalty: 4860.614746
	Iteration 28Q: 3 clusters Score -2345454 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2345479.500000 Penalty: 4860.614746
	Iteration 29Q: 3 clusters Score -2345480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2345502.750000 Penalty: 4860.614746
	Iteration 30Q: 3 clusters Score -2345503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2345528.000000 Penalty: 4860.614746
	Iteration 31Q: 3 clusters Score -2345528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2345556.000000 Penalty: 4860.614746
	Iteration 32Q: 3 clusters Score -2345556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2345574.750000 Penalty: 4860.614746
	Iteration 33Q: 3 clusters Score -2345575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2345594.250000 Penalty: 4860.614746
	Iteration 34Q: 3 clusters Score -2345594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2345623.250000 Penalty: 4860.614746
	Iteration 35Q: 3 clusters Score -2345623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2345643.750000 Penalty: 4860.614746
	Iteration 36Q: 3 clusters Score -2345644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2345662.500000 Penalty: 4860.614746
	Iteration 37Q: 3 clusters Score -2345662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2345683.250000 Penalty: 4860.614746
	Iteration 38Q: 3 clusters Score -2345683 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2345717.500000 Penalty: 4860.614746
	Iteration 39Q: 3 clusters Score -2345718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2345750.000000 Penalty: 4860.614746
	Iteration 40F: 3 clusters Score -2345750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2345778.500000 Penalty: 4860.614746
	Iteration 41Q: 3 clusters Score -2345778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2345802.000000 Penalty: 4860.614746
	Iteration 42Q: 3 clusters Score -2345802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2345814.250000 Penalty: 4860.614746
	Iteration 43Q: 3 clusters Score -2345814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2345833.500000 Penalty: 4860.614746
	Iteration 44Q: 3 clusters Score -2345834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2345845.500000 Penalty: 4860.614746
	Iteration 45Q: 3 clusters Score -2345846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2345866.000000 Penalty: 4860.614746
	Iteration 46Q: 3 clusters Score -2345866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2345895.000000 Penalty: 4860.614746
	Iteration 47Q: 3 clusters Score -2345895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2345918.500000 Penalty: 4860.614746
	Iteration 48Q: 3 clusters Score -2345918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2345942.000000 Penalty: 4860.614746
	Iteration 49Q: 3 clusters Score -2345942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2345986.000000 Penalty: 4860.614746
	Iteration 50Q: 3 clusters Score -2345986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2346002.750000 Penalty: 4860.614746
	Iteration 51Q: 3 clusters Score -2346003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2346016.000000 Penalty: 4860.614746
	Iteration 52Q: 3 clusters Score -2346016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2346028.500000 Penalty: 4860.614746
	Iteration 53Q: 3 clusters Score -2346028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2346050.500000 Penalty: 4860.614746
	Iteration 54Q: 3 clusters Score -2346050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2346059.500000 Penalty: 4860.614746
	Iteration 55Q: 3 clusters Score -2346060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2346075.000000 Penalty: 4860.614746
	Iteration 56Q: 3 clusters Score -2346075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2346091.000000 Penalty: 4860.614746
	Iteration 57Q: 3 clusters Score -2346091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2346101.500000 Penalty: 4860.614746
	Iteration 58Q: 3 clusters Score -2346102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2346119.000000 Penalty: 4860.614746
	Iteration 59Q: 3 clusters Score -2346119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2346136.000000 Penalty: 4860.614746
	Iteration 60F: 3 clusters Score -2346136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2346149.000000 Penalty: 4860.614746
	Iteration 61Q: 3 clusters Score -2346149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2346165.250000 Penalty: 4860.614746
	Iteration 62Q: 3 clusters Score -2346165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2346171.500000 Penalty: 4860.614746
	Iteration 63Q: 3 clusters Score -2346172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2346182.500000 Penalty: 4860.614746
	Iteration 64Q: 3 clusters Score -2346182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2346185.000000 Penalty: 4860.614746
	Iteration 65Q: 3 clusters Score -2346185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2346200.500000 Penalty: 4860.614746
	Iteration 66Q: 3 clusters Score -2346200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2346213.000000 Penalty: 4860.614746
	Iteration 67Q: 3 clusters Score -2346213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2346222.750000 Penalty: 4860.614746
	Iteration 68Q: 3 clusters Score -2346223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2346238.000000 Penalty: 4860.614746
	Iteration 69Q: 3 clusters Score -2346238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2346252.250000 Penalty: 4860.614746
	Iteration 70Q: 3 clusters Score -2346252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2346253.500000 Penalty: 4860.614746
	Iteration 71Q: 3 clusters Score -2346254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2346263.500000 Penalty: 4860.614746
	Iteration 72Q: 3 clusters Score -2346264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2346272.500000 Penalty: 4860.614746
	Iteration 73Q: 3 clusters Score -2346272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2346277.250000 Penalty: 4860.614746
	Iteration 74Q: 3 clusters Score -2346277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2346284.250000 Penalty: 4860.614746
	Iteration 75Q: 3 clusters Score -2346284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2346298.000000 Penalty: 4860.614746
	Iteration 76Q: 3 clusters Score -2346298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2346307.750000 Penalty: 4860.614746
	Iteration 77Q: 3 clusters Score -2346308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2346313.000000 Penalty: 4860.614746
	Iteration 78Q: 3 clusters Score -2346313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2346319.000000 Penalty: 4860.614746
	Iteration 79Q: 3 clusters Score -2346319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2346330.000000 Penalty: 4860.614746
	Iteration 80F: 3 clusters Score -2346330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2346338.500000 Penalty: 4860.614746
	Iteration 81Q: 3 clusters Score -2346338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2346353.750000 Penalty: 4860.614746
	Iteration 82Q: 3 clusters Score -2346354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2346365.750000 Penalty: 4860.614746
	Iteration 83Q: 3 clusters Score -2346366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2346366.500000 Penalty: 4860.614746
	Iteration 84Q: 3 clusters Score -2346366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2346369.500000 Penalty: 4860.614746
	Iteration 85Q: 3 clusters Score -2346370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2346375.000000 Penalty: 4860.614746
	Iteration 86Q: 3 clusters Score -2346375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2346375.500000 Penalty: 4860.614746
	Iteration 87Q: 3 clusters Score -2346376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2346381.000000 Penalty: 4860.614746
	Iteration 88Q: 3 clusters Score -2346381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2346380.250000 Penalty: 4860.614746
	Iteration 89Q: 3 clusters Score -2346380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2346379.750000 Penalty: 4860.614746
	Iteration 90Q: 3 clusters Score -2346380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2346383.000000 Penalty: 4860.614746
	Iteration 91Q: 3 clusters Score -2346383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2346382.250000 Penalty: 4860.614746
	Iteration 92Q: 3 clusters Score -2346382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2346383.750000 Penalty: 4860.614746
	Iteration 93Q: 3 clusters Score -2346384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2346383.750000 Penalty: 4860.614746
	Iteration 94Q: 3 clusters Score -2346384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2346385.750000 Penalty: 4860.614746
	Iteration 95Q: 3 clusters Score -2346386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2346387.000000 Penalty: 4860.614746
	Iteration 96Q: 3 clusters Score -2346387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2346387.000000 Penalty: 4860.614746
	Iteration 97F: 3 clusters Score -2346387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Entering Unmasked Estep 
Score: -9590727.000000 Penalty: 2783.208008
	Iteration 0F: 2 clusters Score -9590727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -9540700.000000 Penalty: 5566.416016
	Iteration 0F: 3 clusters Score -9540700 nChanged 35034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -9560530.000000 Penalty: 5566.416016
	Iteration 1F: 3 clusters Score -9560530 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -9561250.000000 Penalty: 5566.416016
	Iteration 2Q: 3 clusters Score -9561250 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -9562344.000000 Penalty: 5566.416016
	Iteration 3Q: 3 clusters Score -9562344 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -9564264.000000 Penalty: 5566.416016
	Iteration 4F: 3 clusters Score -9564264 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -9567464.000000 Penalty: 5566.416016
	Iteration 5F: 3 clusters Score -9567464 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -9572425.000000 Penalty: 5566.416016
	Iteration 6F: 3 clusters Score -9572425 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -9578565.000000 Penalty: 5566.416016
	Iteration 7F: 3 clusters Score -9578565 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -9583634.000000 Penalty: 5566.416016
	Iteration 8F: 3 clusters Score -9583634 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9586448.000000 Penalty: 5566.416016
	Iteration 9Q: 3 clusters Score -9586448 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73790 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9587523.000000 Penalty: 5566.416016
	Iteration 10Q: 3 clusters Score -9587523 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9587931.000000 Penalty: 5566.416016
	Iteration 11Q: 3 clusters Score -9587931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9588084.000000 Penalty: 5566.416016
	Iteration 12Q: 3 clusters Score -9588084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9588224.000000 Penalty: 5566.416016
	Iteration 13Q: 3 clusters Score -9588224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9588282.000000 Penalty: 5566.416016
	Iteration 14Q: 3 clusters Score -9588282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9588322.000000 Penalty: 5566.416016
	Iteration 15Q: 3 clusters Score -9588322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9588341.000000 Penalty: 5566.416016
	Iteration 16Q: 3 clusters Score -9588341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9588357.000000 Penalty: 5566.416016
	Iteration 17Q: 3 clusters Score -9588357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9588356.000000 Penalty: 5566.416016
	Iteration 18Q: 3 clusters Score -9588356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9588373.000000 Penalty: 5566.416016
	Iteration 19Q: 3 clusters Score -9588373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9588376.000000 Penalty: 5566.416016
	Iteration 20F: 3 clusters Score -9588376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9588379.000000 Penalty: 5566.416016
	Iteration 21Q: 3 clusters Score -9588379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9588379.000000 Penalty: 5566.416016
	Iteration 22F: 3 clusters Score -9588379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Entering Unmasked Estep 
Score: -19304612.000000 Penalty: 2956.839844
	Iteration 0F: 2 clusters Score -1.930461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -19204280.000000 Penalty: 5913.679688
	Iteration 0F: 3 clusters Score -1.920428e+07 nChanged 71792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -19245390.000000 Penalty: 5913.679688
	Iteration 1F: 3 clusters Score -1.924539e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -19246328.000000 Penalty: 5913.679688
	Iteration 2Q: 3 clusters Score -1.924633e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -19247410.000000 Penalty: 5913.679688
	Iteration 3Q: 3 clusters Score -1.924741e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -19248700.000000 Penalty: 5913.679688
	Iteration 4Q: 3 clusters Score -1.92487e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -19250638.000000 Penalty: 5913.679688
	Iteration 5Q: 3 clusters Score -1.925064e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -19253312.000000 Penalty: 5913.679688
	Iteration 6Q: 3 clusters Score -1.925331e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -19258096.000000 Penalty: 5913.679688
	Iteration 7F: 3 clusters Score -1.92581e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -19265284.000000 Penalty: 5913.679688
	Iteration 8F: 3 clusters Score -1.926528e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -19274534.000000 Penalty: 5913.679688
	Iteration 9F: 3 clusters Score -1.927453e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -19282702.000000 Penalty: 5913.679688
	Iteration 10F: 3 clusters Score -1.92827e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 116176 members 
Entering Unmasked Estep 
Score: -19287692.000000 Penalty: 5913.679688
	Iteration 11Q: 3 clusters Score -1.928769e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -19290574.000000 Penalty: 5913.679688
	Iteration 12Q: 3 clusters Score -1.929057e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -19292304.000000 Penalty: 5913.679688
	Iteration 13Q: 3 clusters Score -1.92923e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -19293642.000000 Penalty: 5913.679688
	Iteration 14Q: 3 clusters Score -1.929364e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -19294742.000000 Penalty: 5913.679688
	Iteration 15Q: 3 clusters Score -1.929474e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 125772 members 
Entering Unmasked Estep 
Score: -19295658.000000 Penalty: 5913.679688
	Iteration 16Q: 3 clusters Score -1.929566e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 127107 members 
Entering Unmasked Estep 
Score: -19296372.000000 Penalty: 5913.679688
	Iteration 17Q: 3 clusters Score -1.929637e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -19296968.000000 Penalty: 5913.679688
	Iteration 18Q: 3 clusters Score -1.929697e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -19297398.000000 Penalty: 5913.679688
	Iteration 19Q: 3 clusters Score -1.92974e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -19297700.000000 Penalty: 5913.679688
	Iteration 20F: 3 clusters Score -1.92977e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 131579 members 
Entering Unmasked Estep 
Score: -19298040.000000 Penalty: 5913.679688
	Iteration 21Q: 3 clusters Score -1.929804e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -19298256.000000 Penalty: 5913.679688
	Iteration 22Q: 3 clusters Score -1.929826e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -19298452.000000 Penalty: 5913.679688
	Iteration 23Q: 3 clusters Score -1.929845e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 134090 members 
Entering Unmasked Estep 
Score: -19298596.000000 Penalty: 5913.679688
	Iteration 24Q: 3 clusters Score -1.92986e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -19298824.000000 Penalty: 5913.679688
	Iteration 25Q: 3 clusters Score -1.929882e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 135618 members 
Entering Unmasked Estep 
Score: -19298886.000000 Penalty: 5913.679688
	Iteration 26Q: 3 clusters Score -1.929889e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -19298992.000000 Penalty: 5913.679688
	Iteration 27Q: 3 clusters Score -1.929899e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -19299146.000000 Penalty: 5913.679688
	Iteration 28Q: 3 clusters Score -1.929915e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 137556 members 
Entering Unmasked Estep 
Score: -19299308.000000 Penalty: 5913.679688
	Iteration 29Q: 3 clusters Score -1.929931e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 138175 members 
Entering Unmasked Estep 
Score: -19299378.000000 Penalty: 5913.679688
	Iteration 30Q: 3 clusters Score -1.929938e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -19299536.000000 Penalty: 5913.679688
	Iteration 31Q: 3 clusters Score -1.929954e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -19299578.000000 Penalty: 5913.679688
	Iteration 32Q: 3 clusters Score -1.929958e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 139870 members 
Entering Unmasked Estep 
Score: -19299674.000000 Penalty: 5913.679688
	Iteration 33Q: 3 clusters Score -1.929967e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -19299726.000000 Penalty: 5913.679688
	Iteration 34Q: 3 clusters Score -1.929973e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 140977 members 
Entering Unmasked Estep 
Score: -19299850.000000 Penalty: 5913.679688
	Iteration 35Q: 3 clusters Score -1.929985e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 141513 members 
Entering Unmasked Estep 
Score: -19300000.000000 Penalty: 5913.679688
	Iteration 36Q: 3 clusters Score -1.93e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 142009 members 
Entering Unmasked Estep 
Score: -19300052.000000 Penalty: 5913.679688
	Iteration 37Q: 3 clusters Score -1.930005e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 142482 members 
Entering Unmasked Estep 
Score: -19300172.000000 Penalty: 5913.679688
	Iteration 38Q: 3 clusters Score -1.930017e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -19300268.000000 Penalty: 5913.679688
	Iteration 39Q: 3 clusters Score -1.930027e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -19300404.000000 Penalty: 5913.679688
	Iteration 40F: 3 clusters Score -1.93004e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -19300496.000000 Penalty: 5913.679688
	Iteration 41Q: 3 clusters Score -1.93005e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 144262 members 
Entering Unmasked Estep 
Score: -19300584.000000 Penalty: 5913.679688
	Iteration 42Q: 3 clusters Score -1.930058e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -19300692.000000 Penalty: 5913.679688
	Iteration 43Q: 3 clusters Score -1.930069e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 145034 members 
Entering Unmasked Estep 
Score: -19300784.000000 Penalty: 5913.679688
	Iteration 44Q: 3 clusters Score -1.930078e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -19300858.000000 Penalty: 5913.679688
	Iteration 45Q: 3 clusters Score -1.930086e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 145665 members 
Entering Unmasked Estep 
Score: -19300928.000000 Penalty: 5913.679688
	Iteration 46Q: 3 clusters Score -1.930093e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 145978 members 
Entering Unmasked Estep 
Score: -19301072.000000 Penalty: 5913.679688
	Iteration 47Q: 3 clusters Score -1.930107e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 146281 members 
Entering Unmasked Estep 
Score: -19301150.000000 Penalty: 5913.679688
	Iteration 48Q: 3 clusters Score -1.930115e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 146574 members 
Entering Unmasked Estep 
Score: -19301242.000000 Penalty: 5913.679688
	Iteration 49Q: 3 clusters Score -1.930124e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -19301318.000000 Penalty: 5913.679688
	Iteration 50Q: 3 clusters Score -1.930132e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -19301332.000000 Penalty: 5913.679688
	Iteration 51Q: 3 clusters Score -1.930133e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -19301414.000000 Penalty: 5913.679688
	Iteration 52Q: 3 clusters Score -1.930141e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 147527 members 
Entering Unmasked Estep 
Score: -19301448.000000 Penalty: 5913.679688
	Iteration 53Q: 3 clusters Score -1.930145e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 147698 members 
Entering Unmasked Estep 
Score: -19301456.000000 Penalty: 5913.679688
	Iteration 54Q: 3 clusters Score -1.930146e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -19301504.000000 Penalty: 5913.679688
	Iteration 55Q: 3 clusters Score -1.93015e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -19301592.000000 Penalty: 5913.679688
	Iteration 56Q: 3 clusters Score -1.930159e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -19301620.000000 Penalty: 5913.679688
	Iteration 57Q: 3 clusters Score -1.930162e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -19301650.000000 Penalty: 5913.679688
	Iteration 58Q: 3 clusters Score -1.930165e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 148463 members 
Entering Unmasked Estep 
Score: -19301712.000000 Penalty: 5913.679688
	Iteration 59Q: 3 clusters Score -1.930171e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -19301758.000000 Penalty: 5913.679688
	Iteration 60F: 3 clusters Score -1.930176e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 148728 members 
Entering Unmasked Estep 
Score: -19301814.000000 Penalty: 5913.679688
	Iteration 61Q: 3 clusters Score -1.930181e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -19301914.000000 Penalty: 5913.679688
	Iteration 62Q: 3 clusters Score -1.930191e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 148938 members 
Entering Unmasked Estep 
Score: -19301946.000000 Penalty: 5913.679688
	Iteration 63Q: 3 clusters Score -1.930195e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -19301986.000000 Penalty: 5913.679688
	Iteration 64Q: 3 clusters Score -1.930199e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -19301976.000000 Penalty: 5913.679688
	Iteration 65Q: 3 clusters Score -1.930198e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -19302040.000000 Penalty: 5913.679688
	Iteration 66Q: 3 clusters Score -1.930204e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -19302048.000000 Penalty: 5913.679688
	Iteration 67Q: 3 clusters Score -1.930205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 149258 members 
Entering Unmasked Estep 
Score: -19302072.000000 Penalty: 5913.679688
	Iteration 68Q: 3 clusters Score -1.930207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -19302084.000000 Penalty: 5913.679688
	Iteration 69Q: 3 clusters Score -1.930208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 149350 members 
Entering Unmasked Estep 
Score: -19302090.000000 Penalty: 5913.679688
	Iteration 70Q: 3 clusters Score -1.930209e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 149390 members 
Entering Unmasked Estep 
Score: -19302132.000000 Penalty: 5913.679688
	Iteration 71Q: 3 clusters Score -1.930213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -19302118.000000 Penalty: 5913.679688
	Iteration 72Q: 3 clusters Score -1.930212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 149444 members 
Entering Unmasked Estep 
Score: -19302122.000000 Penalty: 5913.679688
	Iteration 73Q: 3 clusters Score -1.930212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
Score: -19302122.000000 Penalty: 5913.679688
	Iteration 74Q: 3 clusters Score -1.930212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 149485 members 
Entering Unmasked Estep 
Score: -19302136.000000 Penalty: 5913.679688
	Iteration 75Q: 3 clusters Score -1.930214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -19302144.000000 Penalty: 5913.679688
	Iteration 76Q: 3 clusters Score -1.930214e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 149533 members 
Entering Unmasked Estep 
Score: -19302168.000000 Penalty: 5913.679688
	Iteration 77Q: 3 clusters Score -1.930217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -19302178.000000 Penalty: 5913.679688
	Iteration 78Q: 3 clusters Score -1.930218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -19302180.000000 Penalty: 5913.679688
	Iteration 79Q: 3 clusters Score -1.930218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 149588 members 
Entering Unmasked Estep 
Score: -19302174.000000 Penalty: 5913.679688
	Iteration 80F: 3 clusters Score -1.930217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
Score: -19302182.000000 Penalty: 5913.679688
	Iteration 81Q: 3 clusters Score -1.930218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -19302194.000000 Penalty: 5913.679688
	Iteration 82Q: 3 clusters Score -1.930219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -19302212.000000 Penalty: 5913.679688
	Iteration 83Q: 3 clusters Score -1.930221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -19302216.000000 Penalty: 5913.679688
	Iteration 84Q: 3 clusters Score -1.930222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 149657 members 
Entering Unmasked Estep 
Score: -19302214.000000 Penalty: 5913.679688
	Iteration 85Q: 3 clusters Score -1.930221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -19302228.000000 Penalty: 5913.679688
	Iteration 86Q: 3 clusters Score -1.930223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -19302230.000000 Penalty: 5913.679688
	Iteration 87Q: 3 clusters Score -1.930223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -19302236.000000 Penalty: 5913.679688
	Iteration 88Q: 3 clusters Score -1.930224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
Score: -19302226.000000 Penalty: 5913.679688
	Iteration 89Q: 3 clusters Score -1.930223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 149673 members 
Entering Unmasked Estep 
Score: -19302220.000000 Penalty: 5913.679688
	Iteration 90Q: 3 clusters Score -1.930222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 149676 members 
Entering Unmasked Estep 
Score: -19302220.000000 Penalty: 5913.679688
	Iteration 91Q: 3 clusters Score -1.930222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -19302218.000000 Penalty: 5913.679688
	Iteration 92Q: 3 clusters Score -1.930222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
Score: -19302222.000000 Penalty: 5913.679688
	Iteration 93Q: 3 clusters Score -1.930222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -19302212.000000 Penalty: 5913.679688
	Iteration 94Q: 3 clusters Score -1.930221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -19302212.000000 Penalty: 5913.679688
	Iteration 95Q: 3 clusters Score -1.930221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -19302210.000000 Penalty: 5913.679688
	Iteration 96Q: 3 clusters Score -1.930221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 149688 members 
Entering Unmasked Estep 
Score: -19302204.000000 Penalty: 5913.679688
	Iteration 97Q: 3 clusters Score -1.93022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -19302206.000000 Penalty: 5913.679688
	Iteration 98Q: 3 clusters Score -1.930221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 149689 members 
Entering Unmasked Estep 
Score: -19302206.000000 Penalty: 5913.679688
	Iteration 99F: 3 clusters Score -1.930221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -92573.945312 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -92573.95 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 442 members 
Entering Unmasked Estep 
Score: -90805.171875 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -90805.17 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91445.421875 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -91445.42 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91872.335938 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -91872.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92065.296875 Penalty: 3358.879883
	Iteration 3F: 3 clusters Score -92065.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92171.929688 Penalty: 3358.879883
	Iteration 4Q: 3 clusters Score -92171.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92287.375000 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -92287.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92384.789062 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -92384.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92477.007812 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -92477.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92563.273438 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -92563.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92608.335938 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -92608.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92623.195312 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -92623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92630.750000 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -92630.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92632.843750 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -92632.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92632.843750 Penalty: 3358.879883
	Iteration 13F: 3 clusters Score -92632.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150654 members 
Mstep: Class 16 contains 318 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
Score: -98277224.000000 Penalty: 70669.984375
Splitting cluster 16 changes total score from -98278776.000000 to -98277224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (171946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Entering Unmasked Estep 
Score: -22056802.000000 Penalty: 2989.624023
	Iteration 0F: 2 clusters Score -2.20568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -21943768.000000 Penalty: 5979.248047
	Iteration 0F: 3 clusters Score -2.194377e+07 nChanged 82406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89480 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -21991700.000000 Penalty: 5979.248047
	Iteration 1F: 3 clusters Score -2.19917e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -21992590.000000 Penalty: 5979.248047
	Iteration 2Q: 3 clusters Score -2.199259e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -21994014.000000 Penalty: 5979.248047
	Iteration 3Q: 3 clusters Score -2.199401e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -21996204.000000 Penalty: 5979.248047
	Iteration 4Q: 3 clusters Score -2.19962e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -22000148.000000 Penalty: 5979.248047
	Iteration 5Q: 3 clusters Score -2.200015e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -22006716.000000 Penalty: 5979.248047
	Iteration 6F: 3 clusters Score -2.200672e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -22017288.000000 Penalty: 5979.248047
	Iteration 7F: 3 clusters Score -2.201729e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -22030740.000000 Penalty: 5979.248047
	Iteration 8F: 3 clusters Score -2.203074e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151545 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -22042016.000000 Penalty: 5979.248047
	Iteration 9F: 3 clusters Score -2.204202e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -22048400.000000 Penalty: 5979.248047
	Iteration 10Q: 3 clusters Score -2.20484e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -22051110.000000 Penalty: 5979.248047
	Iteration 11Q: 3 clusters Score -2.205111e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -22052312.000000 Penalty: 5979.248047
	Iteration 12Q: 3 clusters Score -2.205231e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -22052892.000000 Penalty: 5979.248047
	Iteration 13Q: 3 clusters Score -2.205289e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -22053256.000000 Penalty: 5979.248047
	Iteration 14Q: 3 clusters Score -2.205326e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -22053550.000000 Penalty: 5979.248047
	Iteration 15Q: 3 clusters Score -2.205355e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -22053726.000000 Penalty: 5979.248047
	Iteration 16Q: 3 clusters Score -2.205373e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -22053762.000000 Penalty: 5979.248047
	Iteration 17Q: 3 clusters Score -2.205376e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167872 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -22053950.000000 Penalty: 5979.248047
	Iteration 18Q: 3 clusters Score -2.205395e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -22054024.000000 Penalty: 5979.248047
	Iteration 19Q: 3 clusters Score -2.205402e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -22054052.000000 Penalty: 5979.248047
	Iteration 20F: 3 clusters Score -2.205405e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22054136.000000 Penalty: 5979.248047
	Iteration 21Q: 3 clusters Score -2.205414e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -22054204.000000 Penalty: 5979.248047
	Iteration 22Q: 3 clusters Score -2.20542e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169689 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22054254.000000 Penalty: 5979.248047
	Iteration 23Q: 3 clusters Score -2.205425e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22054262.000000 Penalty: 5979.248047
	Iteration 24Q: 3 clusters Score -2.205426e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170013 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22054332.000000 Penalty: 5979.248047
	Iteration 25Q: 3 clusters Score -2.205433e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170125 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -22054314.000000 Penalty: 5979.248047
	Iteration 26Q: 3 clusters Score -2.205431e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22054356.000000 Penalty: 5979.248047
	Iteration 27Q: 3 clusters Score -2.205436e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170334 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -22054396.000000 Penalty: 5979.248047
	Iteration 28Q: 3 clusters Score -2.20544e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170412 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -22054420.000000 Penalty: 5979.248047
	Iteration 29Q: 3 clusters Score -2.205442e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -22054422.000000 Penalty: 5979.248047
	Iteration 30Q: 3 clusters Score -2.205442e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170520 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22054430.000000 Penalty: 5979.248047
	Iteration 31Q: 3 clusters Score -2.205443e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22054482.000000 Penalty: 5979.248047
	Iteration 32Q: 3 clusters Score -2.205448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22054482.000000 Penalty: 5979.248047
	Iteration 33Q: 3 clusters Score -2.205448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22054482.000000 Penalty: 5979.248047
	Iteration 34Q: 3 clusters Score -2.205448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170666 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -22054522.000000 Penalty: 5979.248047
	Iteration 35Q: 3 clusters Score -2.205452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170687 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22054504.000000 Penalty: 5979.248047
	Iteration 36Q: 3 clusters Score -2.20545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22054490.000000 Penalty: 5979.248047
	Iteration 37Q: 3 clusters Score -2.205449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170738 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22054486.000000 Penalty: 5979.248047
	Iteration 38Q: 3 clusters Score -2.205449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -22054492.000000 Penalty: 5979.248047
	Iteration 39Q: 3 clusters Score -2.205449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170778 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22054490.000000 Penalty: 5979.248047
	Iteration 40F: 3 clusters Score -2.205449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -22054500.000000 Penalty: 5979.248047
	Iteration 41Q: 3 clusters Score -2.20545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170814 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22054492.000000 Penalty: 5979.248047
	Iteration 42Q: 3 clusters Score -2.205449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -22054508.000000 Penalty: 5979.248047
	Iteration 43Q: 3 clusters Score -2.205451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22054518.000000 Penalty: 5979.248047
	Iteration 44Q: 3 clusters Score -2.205452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22054520.000000 Penalty: 5979.248047
	Iteration 45Q: 3 clusters Score -2.205452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -22054528.000000 Penalty: 5979.248047
	Iteration 46Q: 3 clusters Score -2.205453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22054540.000000 Penalty: 5979.248047
	Iteration 47Q: 3 clusters Score -2.205454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -22054538.000000 Penalty: 5979.248047
	Iteration 48Q: 3 clusters Score -2.205454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170852 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5979.248047
	Iteration 49Q: 3 clusters Score -2.205454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22054552.000000 Penalty: 5979.248047
	Iteration 50Q: 3 clusters Score -2.205455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5979.248047
	Iteration 51Q: 3 clusters Score -2.205454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22054548.000000 Penalty: 5979.248047
	Iteration 52Q: 3 clusters Score -2.205455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170872 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22054536.000000 Penalty: 5979.248047
	Iteration 53Q: 3 clusters Score -2.205454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170878 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -22054548.000000 Penalty: 5979.248047
	Iteration 54Q: 3 clusters Score -2.205455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170888 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 55Q: 3 clusters Score -2.205455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -22054540.000000 Penalty: 5979.248047
	Iteration 56Q: 3 clusters Score -2.205454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170896 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 57Q: 3 clusters Score -2.205455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22054552.000000 Penalty: 5979.248047
	Iteration 58Q: 3 clusters Score -2.205455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170905 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 59Q: 3 clusters Score -2.205455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22054558.000000 Penalty: 5979.248047
	Iteration 60F: 3 clusters Score -2.205456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -22054558.000000 Penalty: 5979.248047
	Iteration 61Q: 3 clusters Score -2.205456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22054552.000000 Penalty: 5979.248047
	Iteration 62Q: 3 clusters Score -2.205455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170921 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22054562.000000 Penalty: 5979.248047
	Iteration 63Q: 3 clusters Score -2.205456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170928 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22054540.000000 Penalty: 5979.248047
	Iteration 64Q: 3 clusters Score -2.205454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170936 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22054566.000000 Penalty: 5979.248047
	Iteration 65Q: 3 clusters Score -2.205457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22054568.000000 Penalty: 5979.248047
	Iteration 66Q: 3 clusters Score -2.205457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -22054548.000000 Penalty: 5979.248047
	Iteration 67Q: 3 clusters Score -2.205455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22054548.000000 Penalty: 5979.248047
	Iteration 68Q: 3 clusters Score -2.205455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170944 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 69Q: 3 clusters Score -2.205455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170946 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22054558.000000 Penalty: 5979.248047
	Iteration 70Q: 3 clusters Score -2.205456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170947 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 71Q: 3 clusters Score -2.205455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170948 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -22054548.000000 Penalty: 5979.248047
	Iteration 72Q: 3 clusters Score -2.205455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22054554.000000 Penalty: 5979.248047
	Iteration 73Q: 3 clusters Score -2.205455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22054560.000000 Penalty: 5979.248047
	Iteration 74Q: 3 clusters Score -2.205456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22054558.000000 Penalty: 5979.248047
	Iteration 75Q: 3 clusters Score -2.205456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170951 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22054558.000000 Penalty: 5979.248047
	Iteration 76F: 3 clusters Score -2.205456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -830493.062500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -830493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -824918.937500 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -824918.9 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -826439.250000 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -826439.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -826713.500000 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -826713.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -826968.625000 Penalty: 4374.773926
	Iteration 3Q: 3 clusters Score -826968.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -827198.937500 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -827198.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -827396.312500 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -827396.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -827557.562500 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -827557.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -827703.000000 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -827703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -827811.187500 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -827811.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -827898.875000 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -827898.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -827978.187500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -827978.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -828062.500000 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -828062.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -828134.000000 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -828134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -828193.562500 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -828193.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -828245.750000 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -828245.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -828292.187500 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -828292.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -828339.000000 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -828339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -828378.812500 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -828378.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -828414.812500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -828414.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -828465.000000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -828465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -828507.125000 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -828507.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -828542.625000 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -828542.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -828576.562500 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -828576.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -828609.875000 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -828609.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -828632.625000 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -828632.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -828647.500000 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -828647.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -828660.187500 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -828660.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -828680.375000 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -828680.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -828696.437500 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -828696.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -828707.437500 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -828707.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -828723.125000 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -828723.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -828737.437500 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -828737.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -828745.750000 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -828745.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -828760.562500 Penalty: 4374.773926
	Iteration 33Q: 3 clusters Score -828760.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -828772.687500 Penalty: 4374.773926
	Iteration 34Q: 3 clusters Score -828772.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -828780.187500 Penalty: 4374.773926
	Iteration 35Q: 3 clusters Score -828780.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -828791.500000 Penalty: 4374.773926
	Iteration 36Q: 3 clusters Score -828791.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -828806.000000 Penalty: 4374.773926
	Iteration 37Q: 3 clusters Score -828806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -828824.312500 Penalty: 4374.773926
	Iteration 38Q: 3 clusters Score -828824.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -828843.000000 Penalty: 4374.773926
	Iteration 39Q: 3 clusters Score -828843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -828860.187500 Penalty: 4374.773926
	Iteration 40F: 3 clusters Score -828860.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -828876.375000 Penalty: 4374.773926
	Iteration 41Q: 3 clusters Score -828876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -828889.812500 Penalty: 4374.773926
	Iteration 42Q: 3 clusters Score -828889.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -828898.937500 Penalty: 4374.773926
	Iteration 43Q: 3 clusters Score -828898.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -828913.312500 Penalty: 4374.773926
	Iteration 44Q: 3 clusters Score -828913.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -828929.062500 Penalty: 4374.773926
	Iteration 45Q: 3 clusters Score -828929.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -828945.500000 Penalty: 4374.773926
	Iteration 46Q: 3 clusters Score -828945.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -828964.812500 Penalty: 4374.773926
	Iteration 47Q: 3 clusters Score -828964.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -828993.687500 Penalty: 4374.773926
	Iteration 48Q: 3 clusters Score -828993.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -829016.000000 Penalty: 4374.773926
	Iteration 49Q: 3 clusters Score -829016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -829034.750000 Penalty: 4374.773926
	Iteration 50Q: 3 clusters Score -829034.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -829048.187500 Penalty: 4374.773926
	Iteration 51Q: 3 clusters Score -829048.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -829062.062500 Penalty: 4374.773926
	Iteration 52Q: 3 clusters Score -829062.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -829077.375000 Penalty: 4374.773926
	Iteration 53Q: 3 clusters Score -829077.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -829081.250000 Penalty: 4374.773926
	Iteration 54Q: 3 clusters Score -829081.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -829086.750000 Penalty: 4374.773926
	Iteration 55Q: 3 clusters Score -829086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -829092.562500 Penalty: 4374.773926
	Iteration 56Q: 3 clusters Score -829092.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -829098.250000 Penalty: 4374.773926
	Iteration 57Q: 3 clusters Score -829098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -829100.875000 Penalty: 4374.773926
	Iteration 58Q: 3 clusters Score -829100.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -829110.750000 Penalty: 4374.773926
	Iteration 59Q: 3 clusters Score -829110.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -829117.125000 Penalty: 4374.773926
	Iteration 60F: 3 clusters Score -829117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -829121.937500 Penalty: 4374.773926
	Iteration 61Q: 3 clusters Score -829121.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -829125.187500 Penalty: 4374.773926
	Iteration 62Q: 3 clusters Score -829125.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -829126.250000 Penalty: 4374.773926
	Iteration 63Q: 3 clusters Score -829126.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -829130.000000 Penalty: 4374.773926
	Iteration 64Q: 3 clusters Score -829130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -829133.750000 Penalty: 4374.773926
	Iteration 65Q: 3 clusters Score -829133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -829133.812500 Penalty: 4374.773926
	Iteration 66Q: 3 clusters Score -829133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -829137.812500 Penalty: 4374.773926
	Iteration 67Q: 3 clusters Score -829137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -829141.125000 Penalty: 4374.773926
	Iteration 68Q: 3 clusters Score -829141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -829145.375000 Penalty: 4374.773926
	Iteration 69Q: 3 clusters Score -829145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -829146.125000 Penalty: 4374.773926
	Iteration 70Q: 3 clusters Score -829146.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -829154.937500 Penalty: 4374.773926
	Iteration 71Q: 3 clusters Score -829154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -829162.250000 Penalty: 4374.773926
	Iteration 72Q: 3 clusters Score -829162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -829170.062500 Penalty: 4374.773926
	Iteration 73Q: 3 clusters Score -829170.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -829178.250000 Penalty: 4374.773926
	Iteration 74Q: 3 clusters Score -829178.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -829191.062500 Penalty: 4374.773926
	Iteration 75Q: 3 clusters Score -829191.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -829197.750000 Penalty: 4374.773926
	Iteration 76Q: 3 clusters Score -829197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -829198.250000 Penalty: 4374.773926
	Iteration 77Q: 3 clusters Score -829198.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -829205.750000 Penalty: 4374.773926
	Iteration 78Q: 3 clusters Score -829205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -829211.062500 Penalty: 4374.773926
	Iteration 79Q: 3 clusters Score -829211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -829212.375000 Penalty: 4374.773926
	Iteration 80F: 3 clusters Score -829212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -829213.000000 Penalty: 4374.773926
	Iteration 81Q: 3 clusters Score -829213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -829216.437500 Penalty: 4374.773926
	Iteration 82Q: 3 clusters Score -829216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -829219.500000 Penalty: 4374.773926
	Iteration 83Q: 3 clusters Score -829219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -829221.125000 Penalty: 4374.773926
	Iteration 84Q: 3 clusters Score -829221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -829221.937500 Penalty: 4374.773926
	Iteration 85Q: 3 clusters Score -829221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -829222.875000 Penalty: 4374.773926
	Iteration 86Q: 3 clusters Score -829222.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -829223.062500 Penalty: 4374.773926
	Iteration 87Q: 3 clusters Score -829223.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -829223.062500 Penalty: 4374.773926
	Iteration 88F: 3 clusters Score -829223.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -53604.753906 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -53604.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52101.136719 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -52101.14 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52365.640625 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -52365.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52475.570312 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -52475.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52553.015625 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -52553.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52615.957031 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -52615.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52689.394531 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -52689.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52745.234375 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -52745.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52805.175781 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -52805.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52833.578125 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -52833.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52856.863281 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -52856.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52876.695312 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -52876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52893.597656 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -52893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52904.195312 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -52904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52911.316406 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -52911.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52916.824219 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -52916.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52919.308594 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -52919.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52919.308594 Penalty: 3100.944336
	Iteration 16F: 3 clusters Score -52919.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Entering Unmasked Estep 
Score: -3121484.250000 Penalty: 2502.455811
	Iteration 0F: 2 clusters Score -3121484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3104842.250000 Penalty: 5004.911621
	Iteration 0F: 3 clusters Score -3104842 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3110665.500000 Penalty: 5004.911621
	Iteration 1F: 3 clusters Score -3110666 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3111149.000000 Penalty: 5004.911621
	Iteration 2F: 3 clusters Score -3111149 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3111590.250000 Penalty: 5004.911621
	Iteration 3Q: 3 clusters Score -3111590 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3112003.500000 Penalty: 5004.911621
	Iteration 4Q: 3 clusters Score -3112004 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3112522.750000 Penalty: 5004.911621
	Iteration 5Q: 3 clusters Score -3112523 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3113137.000000 Penalty: 5004.911621
	Iteration 6Q: 3 clusters Score -3113137 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3113955.750000 Penalty: 5004.911621
	Iteration 7F: 3 clusters Score -3113956 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3114984.000000 Penalty: 5004.911621
	Iteration 8F: 3 clusters Score -3114984 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3115902.000000 Penalty: 5004.911621
	Iteration 9F: 3 clusters Score -3115902 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3116505.250000 Penalty: 5004.911621
	Iteration 10Q: 3 clusters Score -3116505 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3116847.750000 Penalty: 5004.911621
	Iteration 11Q: 3 clusters Score -3116848 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3117019.750000 Penalty: 5004.911621
	Iteration 12Q: 3 clusters Score -3117020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3117139.000000 Penalty: 5004.911621
	Iteration 13Q: 3 clusters Score -3117139 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3117233.750000 Penalty: 5004.911621
	Iteration 14Q: 3 clusters Score -3117234 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3117318.750000 Penalty: 5004.911621
	Iteration 15Q: 3 clusters Score -3117319 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3117397.500000 Penalty: 5004.911621
	Iteration 16Q: 3 clusters Score -3117398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3117494.750000 Penalty: 5004.911621
	Iteration 17Q: 3 clusters Score -3117495 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3117566.500000 Penalty: 5004.911621
	Iteration 18Q: 3 clusters Score -3117566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3117660.250000 Penalty: 5004.911621
	Iteration 19Q: 3 clusters Score -3117660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3117729.250000 Penalty: 5004.911621
	Iteration 20F: 3 clusters Score -3117729 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3117797.250000 Penalty: 5004.911621
	Iteration 21Q: 3 clusters Score -3117797 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3117845.500000 Penalty: 5004.911621
	Iteration 22Q: 3 clusters Score -3117846 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3117893.500000 Penalty: 5004.911621
	Iteration 23Q: 3 clusters Score -3117894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3117938.250000 Penalty: 5004.911621
	Iteration 24Q: 3 clusters Score -3117938 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3117980.000000 Penalty: 5004.911621
	Iteration 25Q: 3 clusters Score -3117980 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3118007.750000 Penalty: 5004.911621
	Iteration 26Q: 3 clusters Score -3118008 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3118034.000000 Penalty: 5004.911621
	Iteration 27Q: 3 clusters Score -3118034 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3118084.750000 Penalty: 5004.911621
	Iteration 28Q: 3 clusters Score -3118085 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3118128.500000 Penalty: 5004.911621
	Iteration 29Q: 3 clusters Score -3118128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3118182.000000 Penalty: 5004.911621
	Iteration 30Q: 3 clusters Score -3118182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3118225.500000 Penalty: 5004.911621
	Iteration 31Q: 3 clusters Score -3118226 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3118266.500000 Penalty: 5004.911621
	Iteration 32Q: 3 clusters Score -3118266 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3118306.500000 Penalty: 5004.911621
	Iteration 33Q: 3 clusters Score -3118306 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3118340.000000 Penalty: 5004.911621
	Iteration 34Q: 3 clusters Score -3118340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3118374.000000 Penalty: 5004.911621
	Iteration 35Q: 3 clusters Score -3118374 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3118413.000000 Penalty: 5004.911621
	Iteration 36Q: 3 clusters Score -3118413 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3118454.000000 Penalty: 5004.911621
	Iteration 37Q: 3 clusters Score -3118454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3118494.750000 Penalty: 5004.911621
	Iteration 38Q: 3 clusters Score -3118495 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3118529.500000 Penalty: 5004.911621
	Iteration 39Q: 3 clusters Score -3118530 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3118599.750000 Penalty: 5004.911621
	Iteration 40F: 3 clusters Score -3118600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3118650.250000 Penalty: 5004.911621
	Iteration 41Q: 3 clusters Score -3118650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3118692.750000 Penalty: 5004.911621
	Iteration 42Q: 3 clusters Score -3118693 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3118720.750000 Penalty: 5004.911621
	Iteration 43Q: 3 clusters Score -3118721 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3118755.750000 Penalty: 5004.911621
	Iteration 44Q: 3 clusters Score -3118756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3118803.500000 Penalty: 5004.911621
	Iteration 45Q: 3 clusters Score -3118804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3118836.500000 Penalty: 5004.911621
	Iteration 46Q: 3 clusters Score -3118836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3118873.250000 Penalty: 5004.911621
	Iteration 47Q: 3 clusters Score -3118873 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3118918.500000 Penalty: 5004.911621
	Iteration 48Q: 3 clusters Score -3118918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3118942.750000 Penalty: 5004.911621
	Iteration 49Q: 3 clusters Score -3118943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3118980.000000 Penalty: 5004.911621
	Iteration 50Q: 3 clusters Score -3118980 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3118999.250000 Penalty: 5004.911621
	Iteration 51Q: 3 clusters Score -3118999 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3119041.250000 Penalty: 5004.911621
	Iteration 52Q: 3 clusters Score -3119041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3119046.250000 Penalty: 5004.911621
	Iteration 53Q: 3 clusters Score -3119046 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3119092 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3119112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3119130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3119152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3119176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3119186 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3119210 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3119222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3119238 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3119260 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3119271 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3119279 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3119294 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3119309.000000 Penalty: 5004.911621
	Iteration 67Q: 3 clusters Score -3119309 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3119322.250000 Penalty: 5004.911621
	Iteration 68Q: 3 clusters Score -3119322 nChanged 45
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Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3119334 nChanged 36
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Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3119334 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3119355 nChanged 34
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Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3119360 nChanged 28
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Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3119359 nChanged 24
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Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3119363 nChanged 18
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Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3119372 nChanged 16
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Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3119371 nChanged 22
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Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3119378 nChanged 23
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Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3119377 nChanged 18
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Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3119382 nChanged 22
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Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3119392 nChanged 24
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Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3119389 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3119393 nChanged 25
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Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3119407 nChanged 26
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Mstep: Class 1 contains 21925 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3119414 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3119418 nChanged 28
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Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3119430 nChanged 24
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Mstep: Class 1 contains 22003 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3119429 nChanged 28
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Mstep: Class 1 contains 22029 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3119437 nChanged 31
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Mstep: Class 1 contains 22058 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3119450 nChanged 26
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Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3119456 nChanged 26
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Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3119460 nChanged 24
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Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3119470 nChanged 23
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Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3119476 nChanged 24
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Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3119480 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3119478 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3119483 nChanged 15
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Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3119486 nChanged 22
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Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3119497.250000 Penalty: 5004.911621
	Iteration 98Q: 3 clusters Score -3119497 nChanged 19
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Mstep: Class 1 contains 22260 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3119499 nChanged 16
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Mstep: Class 1 contains 22276 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3119499 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22283 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3119503 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22290 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3119502 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22299 members 
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Entering Unmasked Estep 
Score: -3119508.250000 Penalty: 5004.911621
	Iteration 103Q: 3 clusters Score -3119508 nChanged 7
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Mstep: Class 1 contains 22306 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3119506 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22311 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3119509 nChanged 4
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Mstep: Class 1 contains 22315 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3119515 nChanged 6
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Mstep: Class 1 contains 22321 members 
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Entering Unmasked Estep 
Score: -3119513.250000 Penalty: 5004.911621
	Iteration 107Q: 3 clusters Score -3119513 nChanged 5
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Mstep: Class 1 contains 22326 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3119514 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22333 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3119514 nChanged 4
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Mstep: Class 1 contains 22337 members 
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Entering Unmasked Estep 
Score: -3119519.750000 Penalty: 5004.911621
	Iteration 110Q: 3 clusters Score -3119520 nChanged 2
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Mstep: Class 1 contains 22339 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3119520 nChanged 4
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Mstep: Class 1 contains 22343 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3119518 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22345 members 
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Entering Unmasked Estep 
Score: -3119522.500000 Penalty: 5004.911621
	Iteration 113Q: 3 clusters Score -3119522 nChanged 1
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Mstep: Class 1 contains 22344 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3119525 nChanged 1
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Mstep: Class 1 contains 22345 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3119522 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22347 members 
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Entering Unmasked Estep 
Score: -3119523.250000 Penalty: 5004.911621
	Iteration 116Q: 3 clusters Score -3119523 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22349 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3119526 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22352 members 
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Entering Unmasked Estep 
Score: -3119524.500000 Penalty: 5004.911621
	Iteration 118Q: 3 clusters Score -3119524 nChanged 4
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Mstep: Class 1 contains 22356 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3119524 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22361 members 
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Entering Unmasked Estep 
Score: -3119522.500000 Penalty: 5004.911621
	Iteration 120F: 3 clusters Score -3119522 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3119527.750000 Penalty: 5004.911621
	Iteration 121Q: 3 clusters Score -3119528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3119519.500000 Penalty: 5004.911621
	Iteration 122Q: 3 clusters Score -3119520 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3119530.500000 Penalty: 5004.911621
	Iteration 123Q: 3 clusters Score -3119530 nChanged 8
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Mstep: Class 1 contains 22394 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3119527 nChanged 7
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Mstep: Class 1 contains 22399 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3119532 nChanged 8
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Mstep: Class 1 contains 22407 members 
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	Iteration 126Q: 3 clusters Score -3119528 nChanged 6
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Mstep: Class 1 contains 22413 members 
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Entering Unmasked Estep 
Score: -3119536.750000 Penalty: 5004.911621
	Iteration 127Q: 3 clusters Score -3119537 nChanged 10
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Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3119545.000000 Penalty: 5004.911621
	Iteration 128Q: 3 clusters Score -3119545 nChanged 15
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	Iteration 129Q: 3 clusters Score -3119544 nChanged 14
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3119548 nChanged 17
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Mstep: Class 1 contains 22469 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3119547 nChanged 12
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3119556 nChanged 8
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3119552 nChanged 8
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3119560 nChanged 7
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Mstep: Class 1 contains 22504 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3119567 nChanged 7
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3119566 nChanged 11
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3119569 nChanged 8
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3119564 nChanged 9
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	Iteration 139Q: 3 clusters Score -3119567 nChanged 6
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	Iteration 140F: 3 clusters Score -3119566 nChanged 6
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3119562 nChanged 4
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	Iteration 142Q: 3 clusters Score -3119564 nChanged 5
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	Iteration 143Q: 3 clusters Score -3119565 nChanged 7
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3119569 nChanged 6
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	Iteration 145Q: 3 clusters Score -3119570 nChanged 6
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	Iteration 146Q: 3 clusters Score -3119570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3119573.750000 Penalty: 5004.911621
	Iteration 147Q: 3 clusters Score -3119574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3119570.000000 Penalty: 5004.911621
	Iteration 148Q: 3 clusters Score -3119570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3119571.500000 Penalty: 5004.911621
	Iteration 149Q: 3 clusters Score -3119572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3119576.750000 Penalty: 5004.911621
	Iteration 150Q: 3 clusters Score -3119577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3119575.500000 Penalty: 5004.911621
	Iteration 151Q: 3 clusters Score -3119576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3119577.250000 Penalty: 5004.911621
	Iteration 152Q: 3 clusters Score -3119577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3119577.500000 Penalty: 5004.911621
	Iteration 153Q: 3 clusters Score -3119578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3119577.500000 Penalty: 5004.911621
	Iteration 154Q: 3 clusters Score -3119578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3119580.250000 Penalty: 5004.911621
	Iteration 155Q: 3 clusters Score -3119580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3119582.250000 Penalty: 5004.911621
	Iteration 156Q: 3 clusters Score -3119582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3119586.750000 Penalty: 5004.911621
	Iteration 157Q: 3 clusters Score -3119587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3119588.250000 Penalty: 5004.911621
	Iteration 158Q: 3 clusters Score -3119588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3119589.250000 Penalty: 5004.911621
	Iteration 159Q: 3 clusters Score -3119589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3119583.250000 Penalty: 5004.911621
	Iteration 160F: 3 clusters Score -3119583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3119588.500000 Penalty: 5004.911621
	Iteration 161Q: 3 clusters Score -3119588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3119595.000000 Penalty: 5004.911621
	Iteration 162Q: 3 clusters Score -3119595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3119600.250000 Penalty: 5004.911621
	Iteration 163Q: 3 clusters Score -3119600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3119601.000000 Penalty: 5004.911621
	Iteration 164Q: 3 clusters Score -3119601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3119599.250000 Penalty: 5004.911621
	Iteration 165Q: 3 clusters Score -3119599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3119601.750000 Penalty: 5004.911621
	Iteration 166Q: 3 clusters Score -3119602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3119601.750000 Penalty: 5004.911621
	Iteration 167F: 3 clusters Score -3119602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22783 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150654 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 319Q: 21 clusters Score -9.827878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22784 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150653 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 320F: 21 clusters Score -9.827878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22785 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150652 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 321Q: 21 clusters Score -9.827878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22785 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150652 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278776.000000 Penalty: 67304.742188
Iteration 322F: 21 clusters Score -9.827878e+07 nChanged 0
Entering ConstructFrom: 
Score: -98278776.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -467745.750000 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -467745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -463991.843750 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -463991.8 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -464842.687500 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -464842.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -465136.000000 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -465136 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -465381.187500 Penalty: 4083.158203
	Iteration 3F: 3 clusters Score -465381.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -465584.125000 Penalty: 4083.158203
	Iteration 4F: 3 clusters Score -465584.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -465811.062500 Penalty: 4083.158203
	Iteration 5F: 3 clusters Score -465811.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -466010.718750 Penalty: 4083.158203
	Iteration 6F: 3 clusters Score -466010.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -466152.968750 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -466153 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -466270.437500 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -466270.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -466356.906250 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -466356.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -466428.281250 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -466428.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -466481.812500 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -466481.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -466496.093750 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -466496.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -466509.593750 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -466509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -466518.062500 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -466518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -466521.156250 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -466521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -466523.031250 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -466523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -466526.093750 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -466526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -466528.593750 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -466528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -466532.187500 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -466532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -466535.125000 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -466535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -466535.781250 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -466535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -466536.468750 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -466536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -466537.062500 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -466537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -466538.250000 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -466538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -466540.031250 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -466540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -466542.781250 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -466542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -466545.312500 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -466545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -466550.062500 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -466550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -466552.062500 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -466552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -466552.500000 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -466552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -466553.156250 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -466553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -466553.156250 Penalty: 4083.158203
	Iteration 32F: 3 clusters Score -466553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Entering Unmasked Estep 
Score: -22152110.000000 Penalty: 2990.783936
	Iteration 0F: 2 clusters Score -2.215211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -22038066.000000 Penalty: 5981.567871
	Iteration 0F: 3 clusters Score -2.203807e+07 nChanged 82973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -22086926.000000 Penalty: 5981.567871
	Iteration 1F: 3 clusters Score -2.208693e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -22088154.000000 Penalty: 5981.567871
	Iteration 2Q: 3 clusters Score -2.208815e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -22089896.000000 Penalty: 5981.567871
	Iteration 3Q: 3 clusters Score -2.20899e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -22093904.000000 Penalty: 5981.567871
	Iteration 4Q: 3 clusters Score -2.20939e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -22101204.000000 Penalty: 5981.567871
	Iteration 5F: 3 clusters Score -2.21012e+07 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -22113582.000000 Penalty: 5981.567871
	Iteration 6F: 3 clusters Score -2.211358e+07 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -22129362.000000 Penalty: 5981.567871
	Iteration 7F: 3 clusters Score -2.212936e+07 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162836 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -22142194.000000 Penalty: 5981.567871
	Iteration 8F: 3 clusters Score -2.214219e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -22147478.000000 Penalty: 5981.567871
	Iteration 9Q: 3 clusters Score -2.214748e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22148948.000000 Penalty: 5981.567871
	Iteration 10Q: 3 clusters Score -2.214895e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171926 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22149466.000000 Penalty: 5981.567871
	Iteration 11Q: 3 clusters Score -2.214947e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172143 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22149652.000000 Penalty: 5981.567871
	Iteration 12Q: 3 clusters Score -2.214965e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22149762.000000 Penalty: 5981.567871
	Iteration 13Q: 3 clusters Score -2.214976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22149806.000000 Penalty: 5981.567871
	Iteration 14Q: 3 clusters Score -2.214981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22149850.000000 Penalty: 5981.567871
	Iteration 15Q: 3 clusters Score -2.214985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22149870.000000 Penalty: 5981.567871
	Iteration 16Q: 3 clusters Score -2.214987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172270 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -22149880.000000 Penalty: 5981.567871
	Iteration 17Q: 3 clusters Score -2.214988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22149896.000000 Penalty: 5981.567871
	Iteration 18Q: 3 clusters Score -2.21499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22149900.000000 Penalty: 5981.567871
	Iteration 19Q: 3 clusters Score -2.21499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22149896.000000 Penalty: 5981.567871
	Iteration 20F: 3 clusters Score -2.21499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22149886.000000 Penalty: 5981.567871
	Iteration 21Q: 3 clusters Score -2.214989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22149890.000000 Penalty: 5981.567871
	Iteration 22Q: 3 clusters Score -2.214989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22149896.000000 Penalty: 5981.567871
	Iteration 23Q: 3 clusters Score -2.21499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22149908.000000 Penalty: 5981.567871
	Iteration 24Q: 3 clusters Score -2.214991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22149900.000000 Penalty: 5981.567871
	Iteration 25Q: 3 clusters Score -2.21499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22149908.000000 Penalty: 5981.567871
	Iteration 26Q: 3 clusters Score -2.214991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172279 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22149920.000000 Penalty: 5981.567871
	Iteration 27Q: 3 clusters Score -2.214992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22149922.000000 Penalty: 5981.567871
	Iteration 28Q: 3 clusters Score -2.214992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22149930.000000 Penalty: 5981.567871
	Iteration 29Q: 3 clusters Score -2.214993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22149924.000000 Penalty: 5981.567871
	Iteration 30Q: 3 clusters Score -2.214992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22149928.000000 Penalty: 5981.567871
	Iteration 31Q: 3 clusters Score -2.214993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22149928.000000 Penalty: 5981.567871
	Iteration 32F: 3 clusters Score -2.214993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -44589.902344 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -44589.9 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 219 members 
Entering Unmasked Estep 
Score: -43226.894531 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -43226.89 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43443.027344 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -43443.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43512.785156 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -43512.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43564.539062 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -43564.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43583.039062 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -43583.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43587.570312 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -43587.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43593.144531 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -43593.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43602.386719 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -43602.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43604.691406 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -43604.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43607.664062 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -43607.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43612.050781 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -43612.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43613.667969 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -43613.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43620.031250 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -43620.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43622.386719 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -43622.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43623.757812 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -43623.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43623.757812 Penalty: 3005.324951
	Iteration 15F: 3 clusters Score -43623.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Entering Unmasked Estep 
Score: -1370024.500000 Penalty: 2296.594727
	Iteration 0F: 2 clusters Score -1370024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1362026.750000 Penalty: 4593.189453
	Iteration 0F: 3 clusters Score -1362027 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1364276.250000 Penalty: 4593.189453
	Iteration 1F: 3 clusters Score -1364276 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1364526.250000 Penalty: 4593.189453
	Iteration 2F: 3 clusters Score -1364526 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1364723.750000 Penalty: 4593.189453
	Iteration 3Q: 3 clusters Score -1364724 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1364870.375000 Penalty: 4593.189453
	Iteration 4Q: 3 clusters Score -1364870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1364978.375000 Penalty: 4593.189453
	Iteration 5Q: 3 clusters Score -1364978 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1365079.500000 Penalty: 4593.189453
	Iteration 6Q: 3 clusters Score -1365080 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1365159.375000 Penalty: 4593.189453
	Iteration 7Q: 3 clusters Score -1365159 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1365218.625000 Penalty: 4593.189453
	Iteration 8Q: 3 clusters Score -1365219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1365267.500000 Penalty: 4593.189453
	Iteration 9Q: 3 clusters Score -1365268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1365304.750000 Penalty: 4593.189453
	Iteration 10Q: 3 clusters Score -1365305 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1365336.500000 Penalty: 4593.189453
	Iteration 11Q: 3 clusters Score -1365336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1365372.000000 Penalty: 4593.189453
	Iteration 12Q: 3 clusters Score -1365372 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1365403.625000 Penalty: 4593.189453
	Iteration 13Q: 3 clusters Score -1365404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1365440.750000 Penalty: 4593.189453
	Iteration 14Q: 3 clusters Score -1365441 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1365492.750000 Penalty: 4593.189453
	Iteration 15Q: 3 clusters Score -1365493 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1365549.125000 Penalty: 4593.189453
	Iteration 16Q: 3 clusters Score -1365549 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1365604.500000 Penalty: 4593.189453
	Iteration 17Q: 3 clusters Score -1365604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1365675.750000 Penalty: 4593.189453
	Iteration 18Q: 3 clusters Score -1365676 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1365761.375000 Penalty: 4593.189453
	Iteration 19Q: 3 clusters Score -1365761 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1365868.500000 Penalty: 4593.189453
	Iteration 20F: 3 clusters Score -1365868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1365987.875000 Penalty: 4593.189453
	Iteration 21Q: 3 clusters Score -1365988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1366120.625000 Penalty: 4593.189453
	Iteration 22Q: 3 clusters Score -1366121 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1366277.000000 Penalty: 4593.189453
	Iteration 23Q: 3 clusters Score -1366277 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1366456.250000 Penalty: 4593.189453
	Iteration 24Q: 3 clusters Score -1366456 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1366657.125000 Penalty: 4593.189453
	Iteration 25Q: 3 clusters Score -1366657 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1366852.500000 Penalty: 4593.189453
	Iteration 26Q: 3 clusters Score -1366852 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1367066.125000 Penalty: 4593.189453
	Iteration 27Q: 3 clusters Score -1367066 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1367263.750000 Penalty: 4593.189453
	Iteration 28Q: 3 clusters Score -1367264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1367412.500000 Penalty: 4593.189453
	Iteration 29Q: 3 clusters Score -1367412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1367558.375000 Penalty: 4593.189453
	Iteration 30Q: 3 clusters Score -1367558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1367666.875000 Penalty: 4593.189453
	Iteration 31Q: 3 clusters Score -1367667 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1367743.125000 Penalty: 4593.189453
	Iteration 32Q: 3 clusters Score -1367743 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1367808.375000 Penalty: 4593.189453
	Iteration 33Q: 3 clusters Score -1367808 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1367860.375000 Penalty: 4593.189453
	Iteration 34Q: 3 clusters Score -1367860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1367897.125000 Penalty: 4593.189453
	Iteration 35Q: 3 clusters Score -1367897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1367931.625000 Penalty: 4593.189453
	Iteration 36Q: 3 clusters Score -1367932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1367955.250000 Penalty: 4593.189453
	Iteration 37Q: 3 clusters Score -1367955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1367970.750000 Penalty: 4593.189453
	Iteration 38Q: 3 clusters Score -1367971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1367981.125000 Penalty: 4593.189453
	Iteration 39Q: 3 clusters Score -1367981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1367992.000000 Penalty: 4593.189453
	Iteration 40F: 3 clusters Score -1367992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1367998.500000 Penalty: 4593.189453
	Iteration 41Q: 3 clusters Score -1367998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1368007.250000 Penalty: 4593.189453
	Iteration 42Q: 3 clusters Score -1368007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1368014.875000 Penalty: 4593.189453
	Iteration 43Q: 3 clusters Score -1368015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1368017.625000 Penalty: 4593.189453
	Iteration 44Q: 3 clusters Score -1368018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1368025.375000 Penalty: 4593.189453
	Iteration 45Q: 3 clusters Score -1368025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1368031.875000 Penalty: 4593.189453
	Iteration 46Q: 3 clusters Score -1368032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1368034.000000 Penalty: 4593.189453
	Iteration 47Q: 3 clusters Score -1368034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1368040.125000 Penalty: 4593.189453
	Iteration 48Q: 3 clusters Score -1368040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1368048.750000 Penalty: 4593.189453
	Iteration 49Q: 3 clusters Score -1368049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1368058.375000 Penalty: 4593.189453
	Iteration 50Q: 3 clusters Score -1368058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1368061.250000 Penalty: 4593.189453
	Iteration 51Q: 3 clusters Score -1368061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1368066.000000 Penalty: 4593.189453
	Iteration 52Q: 3 clusters Score -1368066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1368070.250000 Penalty: 4593.189453
	Iteration 53Q: 3 clusters Score -1368070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1368071.750000 Penalty: 4593.189453
	Iteration 54Q: 3 clusters Score -1368072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1368073.250000 Penalty: 4593.189453
	Iteration 55Q: 3 clusters Score -1368073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1368075.750000 Penalty: 4593.189453
	Iteration 56Q: 3 clusters Score -1368076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1368077.375000 Penalty: 4593.189453
	Iteration 57Q: 3 clusters Score -1368077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1368077.750000 Penalty: 4593.189453
	Iteration 58Q: 3 clusters Score -1368078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1368079.000000 Penalty: 4593.189453
	Iteration 59Q: 3 clusters Score -1368079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1368080.875000 Penalty: 4593.189453
	Iteration 60F: 3 clusters Score -1368081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1368079.125000 Penalty: 4593.189453
	Iteration 61Q: 3 clusters Score -1368079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1368080.875000 Penalty: 4593.189453
	Iteration 62Q: 3 clusters Score -1368081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1368080.375000 Penalty: 4593.189453
	Iteration 63Q: 3 clusters Score -1368080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1368080.875000 Penalty: 4593.189453
	Iteration 64Q: 3 clusters Score -1368081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1368080.875000 Penalty: 4593.189453
	Iteration 65F: 3 clusters Score -1368081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -74656.968750 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -74656.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73018.976562 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -73018.98 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73305.117188 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -73305.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73436.304688 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -73436.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73490.523438 Penalty: 3237.141602
	Iteration 3Q: 3 clusters Score -73490.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73514.523438 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -73514.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73536.921875 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -73536.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73558.203125 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -73558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73573.000000 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -73573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73576.265625 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -73576.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73577.101562 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -73577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73578.375000 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -73578.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73579.125000 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -73579.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73579.125000 Penalty: 3237.141602
	Iteration 12F: 3 clusters Score -73579.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -536730.187500 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -536730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -532745.875000 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -532745.9 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -533673.062500 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -533673.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -533892.750000 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -533892.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -534046.937500 Penalty: 4135.325195
	Iteration 3F: 3 clusters Score -534046.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -534180.250000 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -534180.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -534291.625000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -534291.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -534393.812500 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -534393.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -534497.062500 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -534497.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -534593.875000 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -534593.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -534674.125000 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -534674.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -534745.562500 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -534745.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -534806.375000 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -534806.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -534867.750000 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -534867.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -534926.562500 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -534926.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -534973.750000 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -534973.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -535009.687500 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -535009.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -535030.125000 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -535030.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -535052.125000 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -535052.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -535067.687500 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -535067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -535074.937500 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -535074.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -535082.875000 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -535082.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -535092.187500 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -535092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -535100.312500 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -535100.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -535106.625000 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -535106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -535110.937500 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -535110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -535115.000000 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -535115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -535118.687500 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -535118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -535121.000000 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -535121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -535122.937500 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -535122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -535125.937500 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -535125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -535126.062500 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -535126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -535129.562500 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -535129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -535130.437500 Penalty: 4135.325195
	Iteration 32Q: 3 clusters Score -535130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -535133.375000 Penalty: 4135.325195
	Iteration 33Q: 3 clusters Score -535133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -535135.500000 Penalty: 4135.325195
	Iteration 34Q: 3 clusters Score -535135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -535138.062500 Penalty: 4135.325195
	Iteration 35Q: 3 clusters Score -535138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -535138.875000 Penalty: 4135.325195
	Iteration 36Q: 3 clusters Score -535138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -535139.937500 Penalty: 4135.325195
	Iteration 37Q: 3 clusters Score -535139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -535141.062500 Penalty: 4135.325195
	Iteration 38Q: 3 clusters Score -535141.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -535141.062500 Penalty: 4135.325195
	Iteration 39F: 3 clusters Score -535141.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Entering Unmasked Estep 
Score: -1434101.125000 Penalty: 2326.637207
	Iteration 0F: 2 clusters Score -1434101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1425287.375000 Penalty: 4653.274414
	Iteration 0F: 3 clusters Score -1425287 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1427978.625000 Penalty: 4653.274414
	Iteration 1F: 3 clusters Score -1427979 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1428385.625000 Penalty: 4653.274414
	Iteration 2F: 3 clusters Score -1428386 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1428685.125000 Penalty: 4653.274414
	Iteration 3F: 3 clusters Score -1428685 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1428922.750000 Penalty: 4653.274414
	Iteration 4Q: 3 clusters Score -1428923 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1429154.750000 Penalty: 4653.274414
	Iteration 5Q: 3 clusters Score -1429155 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1429425.750000 Penalty: 4653.274414
	Iteration 6Q: 3 clusters Score -1429426 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1429695.000000 Penalty: 4653.274414
	Iteration 7Q: 3 clusters Score -1429695 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1430000.625000 Penalty: 4653.274414
	Iteration 8Q: 3 clusters Score -1430001 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1430369.500000 Penalty: 4653.274414
	Iteration 9Q: 3 clusters Score -1430370 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1430753.500000 Penalty: 4653.274414
	Iteration 10Q: 3 clusters Score -1430754 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1431165.375000 Penalty: 4653.274414
	Iteration 11Q: 3 clusters Score -1431165 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1431479.125000 Penalty: 4653.274414
	Iteration 12Q: 3 clusters Score -1431479 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1431726.875000 Penalty: 4653.274414
	Iteration 13Q: 3 clusters Score -1431727 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1431916.000000 Penalty: 4653.274414
	Iteration 14Q: 3 clusters Score -1431916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1432052.000000 Penalty: 4653.274414
	Iteration 15Q: 3 clusters Score -1432052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1432155.125000 Penalty: 4653.274414
	Iteration 16Q: 3 clusters Score -1432155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1432227.500000 Penalty: 4653.274414
	Iteration 17Q: 3 clusters Score -1432228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1432287.250000 Penalty: 4653.274414
	Iteration 18Q: 3 clusters Score -1432287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1432329.375000 Penalty: 4653.274414
	Iteration 19Q: 3 clusters Score -1432329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1432366.625000 Penalty: 4653.274414
	Iteration 20F: 3 clusters Score -1432367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1432390.500000 Penalty: 4653.274414
	Iteration 21Q: 3 clusters Score -1432390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1432414.000000 Penalty: 4653.274414
	Iteration 22Q: 3 clusters Score -1432414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1432427.625000 Penalty: 4653.274414
	Iteration 23Q: 3 clusters Score -1432428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1432442.375000 Penalty: 4653.274414
	Iteration 24Q: 3 clusters Score -1432442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1432458.875000 Penalty: 4653.274414
	Iteration 25Q: 3 clusters Score -1432459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1432465.125000 Penalty: 4653.274414
	Iteration 26Q: 3 clusters Score -1432465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1432473.375000 Penalty: 4653.274414
	Iteration 27Q: 3 clusters Score -1432473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1432478.625000 Penalty: 4653.274414
	Iteration 28Q: 3 clusters Score -1432479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1432484.625000 Penalty: 4653.274414
	Iteration 29Q: 3 clusters Score -1432485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1432487.750000 Penalty: 4653.274414
	Iteration 30Q: 3 clusters Score -1432488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1432490.875000 Penalty: 4653.274414
	Iteration 31Q: 3 clusters Score -1432491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1432492.000000 Penalty: 4653.274414
	Iteration 32Q: 3 clusters Score -1432492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1432492.000000 Penalty: 4653.274414
	Iteration 33F: 3 clusters Score -1432492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Entering Unmasked Estep 
Score: -2954049.500000 Penalty: 2488.396729
	Iteration 0F: 2 clusters Score -2954050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2938120.250000 Penalty: 4976.793457
	Iteration 0F: 3 clusters Score -2938120 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2943396.500000 Penalty: 4976.793457
	Iteration 1F: 3 clusters Score -2943396 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2943737.000000 Penalty: 4976.793457
	Iteration 2Q: 3 clusters Score -2943737 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2944006.500000 Penalty: 4976.793457
	Iteration 3Q: 3 clusters Score -2944006 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2944237.500000 Penalty: 4976.793457
	Iteration 4Q: 3 clusters Score -2944238 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2944463.750000 Penalty: 4976.793457
	Iteration 5Q: 3 clusters Score -2944464 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2944705.500000 Penalty: 4976.793457
	Iteration 6Q: 3 clusters Score -2944706 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2945022.500000 Penalty: 4976.793457
	Iteration 7Q: 3 clusters Score -2945022 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2945400.000000 Penalty: 4976.793457
	Iteration 8Q: 3 clusters Score -2945400 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2945889.000000 Penalty: 4976.793457
	Iteration 9Q: 3 clusters Score -2945889 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2946626.500000 Penalty: 4976.793457
	Iteration 10F: 3 clusters Score -2946626 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2947610.250000 Penalty: 4976.793457
	Iteration 11F: 3 clusters Score -2947610 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2948698.750000 Penalty: 4976.793457
	Iteration 12F: 3 clusters Score -2948699 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2949746.500000 Penalty: 4976.793457
	Iteration 13F: 3 clusters Score -2949746 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2950577.250000 Penalty: 4976.793457
	Iteration 14Q: 3 clusters Score -2950577 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2951151.750000 Penalty: 4976.793457
	Iteration 15Q: 3 clusters Score -2951152 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2951498.250000 Penalty: 4976.793457
	Iteration 16Q: 3 clusters Score -2951498 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2951645.250000 Penalty: 4976.793457
	Iteration 17Q: 3 clusters Score -2951645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2951744.000000 Penalty: 4976.793457
	Iteration 18Q: 3 clusters Score -2951744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2951829.750000 Penalty: 4976.793457
	Iteration 19Q: 3 clusters Score -2951830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2951908.250000 Penalty: 4976.793457
	Iteration 20F: 3 clusters Score -2951908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2951959.000000 Penalty: 4976.793457
	Iteration 21Q: 3 clusters Score -2951959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2951987.000000 Penalty: 4976.793457
	Iteration 22Q: 3 clusters Score -2951987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2952014.500000 Penalty: 4976.793457
	Iteration 23Q: 3 clusters Score -2952014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2952034.750000 Penalty: 4976.793457
	Iteration 24Q: 3 clusters Score -2952035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2952056.250000 Penalty: 4976.793457
	Iteration 25Q: 3 clusters Score -2952056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2952080.000000 Penalty: 4976.793457
	Iteration 26Q: 3 clusters Score -2952080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2952086.250000 Penalty: 4976.793457
	Iteration 27Q: 3 clusters Score -2952086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2952092.250000 Penalty: 4976.793457
	Iteration 28Q: 3 clusters Score -2952092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2952107.750000 Penalty: 4976.793457
	Iteration 29Q: 3 clusters Score -2952108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2952114.000000 Penalty: 4976.793457
	Iteration 30Q: 3 clusters Score -2952114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2952120.250000 Penalty: 4976.793457
	Iteration 31Q: 3 clusters Score -2952120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2952124.500000 Penalty: 4976.793457
	Iteration 32Q: 3 clusters Score -2952124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2952125.250000 Penalty: 4976.793457
	Iteration 33Q: 3 clusters Score -2952125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2952127.500000 Penalty: 4976.793457
	Iteration 34Q: 3 clusters Score -2952128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2952129.000000 Penalty: 4976.793457
	Iteration 35Q: 3 clusters Score -2952129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2952131.000000 Penalty: 4976.793457
	Iteration 36Q: 3 clusters Score -2952131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2952131.000000 Penalty: 4976.793457
	Iteration 37F: 3 clusters Score -2952131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1465779.250000 Penalty: 2313.374512
	Iteration 0F: 2 clusters Score -1465779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1457219.000000 Penalty: 4626.749023
	Iteration 0F: 3 clusters Score -1457219 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1459836.250000 Penalty: 4626.749023
	Iteration 1F: 3 clusters Score -1459836 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1460160.000000 Penalty: 4626.749023
	Iteration 2F: 3 clusters Score -1460160 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1460401.375000 Penalty: 4626.749023
	Iteration 3Q: 3 clusters Score -1460401 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1460622.500000 Penalty: 4626.749023
	Iteration 4Q: 3 clusters Score -1460622 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1460834.500000 Penalty: 4626.749023
	Iteration 5Q: 3 clusters Score -1460834 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1461009.875000 Penalty: 4626.749023
	Iteration 6Q: 3 clusters Score -1461010 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1461191.750000 Penalty: 4626.749023
	Iteration 7Q: 3 clusters Score -1461192 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1461406.250000 Penalty: 4626.749023
	Iteration 8Q: 3 clusters Score -1461406 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1461645.875000 Penalty: 4626.749023
	Iteration 9Q: 3 clusters Score -1461646 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1461866.125000 Penalty: 4626.749023
	Iteration 10Q: 3 clusters Score -1461866 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1462054.875000 Penalty: 4626.749023
	Iteration 11Q: 3 clusters Score -1462055 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1462239.875000 Penalty: 4626.749023
	Iteration 12Q: 3 clusters Score -1462240 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1462396.125000 Penalty: 4626.749023
	Iteration 13Q: 3 clusters Score -1462396 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1462511.750000 Penalty: 4626.749023
	Iteration 14Q: 3 clusters Score -1462512 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1462623.250000 Penalty: 4626.749023
	Iteration 15Q: 3 clusters Score -1462623 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1462701.875000 Penalty: 4626.749023
	Iteration 16Q: 3 clusters Score -1462702 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1462762.000000 Penalty: 4626.749023
	Iteration 17Q: 3 clusters Score -1462762 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1462809.375000 Penalty: 4626.749023
	Iteration 18Q: 3 clusters Score -1462809 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1462857.750000 Penalty: 4626.749023
	Iteration 19Q: 3 clusters Score -1462858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1462887.375000 Penalty: 4626.749023
	Iteration 20F: 3 clusters Score -1462887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1462905.750000 Penalty: 4626.749023
	Iteration 21Q: 3 clusters Score -1462906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1462929.250000 Penalty: 4626.749023
	Iteration 22Q: 3 clusters Score -1462929 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1462940.375000 Penalty: 4626.749023
	Iteration 23Q: 3 clusters Score -1462940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1462947.500000 Penalty: 4626.749023
	Iteration 24Q: 3 clusters Score -1462948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1462955.125000 Penalty: 4626.749023
	Iteration 25Q: 3 clusters Score -1462955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1462970.375000 Penalty: 4626.749023
	Iteration 26Q: 3 clusters Score -1462970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1462988.250000 Penalty: 4626.749023
	Iteration 27Q: 3 clusters Score -1462988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1463000.250000 Penalty: 4626.749023
	Iteration 28Q: 3 clusters Score -1463000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1463013.625000 Penalty: 4626.749023
	Iteration 29Q: 3 clusters Score -1463014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1463022.000000 Penalty: 4626.749023
	Iteration 30Q: 3 clusters Score -1463022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1463034.375000 Penalty: 4626.749023
	Iteration 31Q: 3 clusters Score -1463034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1463039.750000 Penalty: 4626.749023
	Iteration 32Q: 3 clusters Score -1463040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1463048.000000 Penalty: 4626.749023
	Iteration 33Q: 3 clusters Score -1463048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1463056.500000 Penalty: 4626.749023
	Iteration 34Q: 3 clusters Score -1463056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1463060.750000 Penalty: 4626.749023
	Iteration 35Q: 3 clusters Score -1463061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1463068.500000 Penalty: 4626.749023
	Iteration 36Q: 3 clusters Score -1463068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1463078.000000 Penalty: 4626.749023
	Iteration 37Q: 3 clusters Score -1463078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1463086.625000 Penalty: 4626.749023
	Iteration 38Q: 3 clusters Score -1463087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1463091.500000 Penalty: 4626.749023
	Iteration 39Q: 3 clusters Score -1463092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1463097.625000 Penalty: 4626.749023
	Iteration 40F: 3 clusters Score -1463098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1463106.625000 Penalty: 4626.749023
	Iteration 41Q: 3 clusters Score -1463107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1463115.625000 Penalty: 4626.749023
	Iteration 42Q: 3 clusters Score -1463116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1463125.000000 Penalty: 4626.749023
	Iteration 43Q: 3 clusters Score -1463125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1463142.750000 Penalty: 4626.749023
	Iteration 44Q: 3 clusters Score -1463143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1463154.000000 Penalty: 4626.749023
	Iteration 45Q: 3 clusters Score -1463154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1463161.375000 Penalty: 4626.749023
	Iteration 46Q: 3 clusters Score -1463161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1463171.875000 Penalty: 4626.749023
	Iteration 47Q: 3 clusters Score -1463172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1463177.875000 Penalty: 4626.749023
	Iteration 48Q: 3 clusters Score -1463178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1463181.875000 Penalty: 4626.749023
	Iteration 49Q: 3 clusters Score -1463182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1463196.375000 Penalty: 4626.749023
	Iteration 50Q: 3 clusters Score -1463196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1463199.375000 Penalty: 4626.749023
	Iteration 51Q: 3 clusters Score -1463199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1463211.250000 Penalty: 4626.749023
	Iteration 52Q: 3 clusters Score -1463211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1463214.375000 Penalty: 4626.749023
	Iteration 53Q: 3 clusters Score -1463214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1463222.000000 Penalty: 4626.749023
	Iteration 54Q: 3 clusters Score -1463222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1463230.375000 Penalty: 4626.749023
	Iteration 55Q: 3 clusters Score -1463230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1463234.625000 Penalty: 4626.749023
	Iteration 56Q: 3 clusters Score -1463235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1463243.625000 Penalty: 4626.749023
	Iteration 57Q: 3 clusters Score -1463244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1463250.875000 Penalty: 4626.749023
	Iteration 58Q: 3 clusters Score -1463251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1463261.625000 Penalty: 4626.749023
	Iteration 59Q: 3 clusters Score -1463262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1463269.500000 Penalty: 4626.749023
	Iteration 60F: 3 clusters Score -1463270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1463278.000000 Penalty: 4626.749023
	Iteration 61Q: 3 clusters Score -1463278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1463283.625000 Penalty: 4626.749023
	Iteration 62Q: 3 clusters Score -1463284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1463295.875000 Penalty: 4626.749023
	Iteration 63Q: 3 clusters Score -1463296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1463303.500000 Penalty: 4626.749023
	Iteration 64Q: 3 clusters Score -1463304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1463309.000000 Penalty: 4626.749023
	Iteration 65Q: 3 clusters Score -1463309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1463314.375000 Penalty: 4626.749023
	Iteration 66Q: 3 clusters Score -1463314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1463320.375000 Penalty: 4626.749023
	Iteration 67Q: 3 clusters Score -1463320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1463326.000000 Penalty: 4626.749023
	Iteration 68Q: 3 clusters Score -1463326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1463334.625000 Penalty: 4626.749023
	Iteration 69Q: 3 clusters Score -1463335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1463344.500000 Penalty: 4626.749023
	Iteration 70Q: 3 clusters Score -1463344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1463348.125000 Penalty: 4626.749023
	Iteration 71Q: 3 clusters Score -1463348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1463352.625000 Penalty: 4626.749023
	Iteration 72Q: 3 clusters Score -1463353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1463355.750000 Penalty: 4626.749023
	Iteration 73Q: 3 clusters Score -1463356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1463367.250000 Penalty: 4626.749023
	Iteration 74Q: 3 clusters Score -1463367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1463370.500000 Penalty: 4626.749023
	Iteration 75Q: 3 clusters Score -1463370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1463374.250000 Penalty: 4626.749023
	Iteration 76Q: 3 clusters Score -1463374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1463384.000000 Penalty: 4626.749023
	Iteration 77Q: 3 clusters Score -1463384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1463390.250000 Penalty: 4626.749023
	Iteration 78Q: 3 clusters Score -1463390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1463396.375000 Penalty: 4626.749023
	Iteration 79Q: 3 clusters Score -1463396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1463398.625000 Penalty: 4626.749023
	Iteration 80F: 3 clusters Score -1463399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1463404.500000 Penalty: 4626.749023
	Iteration 81Q: 3 clusters Score -1463404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1463408.750000 Penalty: 4626.749023
	Iteration 82Q: 3 clusters Score -1463409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1463409.125000 Penalty: 4626.749023
	Iteration 83Q: 3 clusters Score -1463409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1463415.000000 Penalty: 4626.749023
	Iteration 84Q: 3 clusters Score -1463415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1463418.250000 Penalty: 4626.749023
	Iteration 85Q: 3 clusters Score -1463418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1463422.125000 Penalty: 4626.749023
	Iteration 86Q: 3 clusters Score -1463422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1463428.500000 Penalty: 4626.749023
	Iteration 87Q: 3 clusters Score -1463428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1463428.875000 Penalty: 4626.749023
	Iteration 88Q: 3 clusters Score -1463429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1463433.375000 Penalty: 4626.749023
	Iteration 89Q: 3 clusters Score -1463433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1463434.625000 Penalty: 4626.749023
	Iteration 90Q: 3 clusters Score -1463435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1463434.625000 Penalty: 4626.749023
	Iteration 91F: 3 clusters Score -1463435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Entering Unmasked Estep 
Score: -9610413.000000 Penalty: 2789.929199
	Iteration 0F: 2 clusters Score -9610413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9558879.000000 Penalty: 5579.858398
	Iteration 0F: 3 clusters Score -9558879 nChanged 35986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9579143.000000 Penalty: 5579.858398
	Iteration 1F: 3 clusters Score -9579143 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -9579924.000000 Penalty: 5579.858398
	Iteration 2Q: 3 clusters Score -9579924 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -9581122.000000 Penalty: 5579.858398
	Iteration 3Q: 3 clusters Score -9581122 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -9583044.000000 Penalty: 5579.858398
	Iteration 4F: 3 clusters Score -9583044 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -9586396.000000 Penalty: 5579.858398
	Iteration 5F: 3 clusters Score -9586396 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -9591816.000000 Penalty: 5579.858398
	Iteration 6F: 3 clusters Score -9591816 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -9598879.000000 Penalty: 5579.858398
	Iteration 7F: 3 clusters Score -9598879 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9604345.000000 Penalty: 5579.858398
	Iteration 8F: 3 clusters Score -9604345 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9606917.000000 Penalty: 5579.858398
	Iteration 9Q: 3 clusters Score -9606917 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9607621.000000 Penalty: 5579.858398
	Iteration 10Q: 3 clusters Score -9607621 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9607812.000000 Penalty: 5579.858398
	Iteration 11Q: 3 clusters Score -9607812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9607889.000000 Penalty: 5579.858398
	Iteration 12Q: 3 clusters Score -9607889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9607910.000000 Penalty: 5579.858398
	Iteration 13Q: 3 clusters Score -9607910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9607926.000000 Penalty: 5579.858398
	Iteration 14Q: 3 clusters Score -9607926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9607935.000000 Penalty: 5579.858398
	Iteration 15Q: 3 clusters Score -9607935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9607936.000000 Penalty: 5579.858398
	Iteration 16Q: 3 clusters Score -9607936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9607941.000000 Penalty: 5579.858398
	Iteration 17Q: 3 clusters Score -9607941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9607958.000000 Penalty: 5579.858398
	Iteration 18Q: 3 clusters Score -9607958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9607953.000000 Penalty: 5579.858398
	Iteration 19Q: 3 clusters Score -9607953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9607947.000000 Penalty: 5579.858398
	Iteration 20F: 3 clusters Score -9607947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2378720.750000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2378721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2365622.750000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2365623 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2369814.500000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2369814 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2370222.750000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2370223 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2370555.250000 Penalty: 4868.936035
	Iteration 3Q: 3 clusters Score -2370555 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2370894.500000 Penalty: 4868.936035
	Iteration 4Q: 3 clusters Score -2370894 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2371301.500000 Penalty: 4868.936035
	Iteration 5Q: 3 clusters Score -2371302 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2371756.000000 Penalty: 4868.936035
	Iteration 6Q: 3 clusters Score -2371756 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2372312.250000 Penalty: 4868.936035
	Iteration 7F: 3 clusters Score -2372312 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2373040.750000 Penalty: 4868.936035
	Iteration 8F: 3 clusters Score -2373041 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2373895.250000 Penalty: 4868.936035
	Iteration 9F: 3 clusters Score -2373895 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2374770.250000 Penalty: 4868.936035
	Iteration 10F: 3 clusters Score -2374770 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2375499.000000 Penalty: 4868.936035
	Iteration 11Q: 3 clusters Score -2375499 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2375969.750000 Penalty: 4868.936035
	Iteration 12Q: 3 clusters Score -2375970 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2376180.000000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2376180 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2376285.000000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2376285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2376338.250000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2376338 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2376369.250000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2376369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2376396.750000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2376397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2376431.250000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2376431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2376438.000000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2376438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2376450.750000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2376451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2376464.250000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2376464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2376466.250000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2376466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2376470.250000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2376470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2376477.750000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2376478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2376484.500000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2376484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2376497.500000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2376498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2376498.250000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2376498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2376510.000000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2376510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2376522.250000 Penalty: 4868.936035
	Iteration 29Q: 3 clusters Score -2376522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2376528.250000 Penalty: 4868.936035
	Iteration 30Q: 3 clusters Score -2376528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2376531.000000 Penalty: 4868.936035
	Iteration 31Q: 3 clusters Score -2376531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2376540.750000 Penalty: 4868.936035
	Iteration 32Q: 3 clusters Score -2376541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2376543.250000 Penalty: 4868.936035
	Iteration 33Q: 3 clusters Score -2376543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2376551.250000 Penalty: 4868.936035
	Iteration 34Q: 3 clusters Score -2376551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2376566.250000 Penalty: 4868.936035
	Iteration 35Q: 3 clusters Score -2376566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2376568.250000 Penalty: 4868.936035
	Iteration 36Q: 3 clusters Score -2376568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2376574.250000 Penalty: 4868.936035
	Iteration 37Q: 3 clusters Score -2376574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2376573.000000 Penalty: 4868.936035
	Iteration 38Q: 3 clusters Score -2376573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2376576.750000 Penalty: 4868.936035
	Iteration 39Q: 3 clusters Score -2376577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2376575.500000 Penalty: 4868.936035
	Iteration 40F: 3 clusters Score -2376576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2376576.000000 Penalty: 4868.936035
	Iteration 41Q: 3 clusters Score -2376576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2376579.250000 Penalty: 4868.936035
	Iteration 42Q: 3 clusters Score -2376579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2376581.000000 Penalty: 4868.936035
	Iteration 43Q: 3 clusters Score -2376581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2376581.000000 Penalty: 4868.936035
	Iteration 44Q: 3 clusters Score -2376581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2376587.000000 Penalty: 4868.936035
	Iteration 45Q: 3 clusters Score -2376587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2376585.500000 Penalty: 4868.936035
	Iteration 46Q: 3 clusters Score -2376586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2376587.500000 Penalty: 4868.936035
	Iteration 47Q: 3 clusters Score -2376588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2376591.500000 Penalty: 4868.936035
	Iteration 48Q: 3 clusters Score -2376592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2376592.750000 Penalty: 4868.936035
	Iteration 49Q: 3 clusters Score -2376593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2376594.000000 Penalty: 4868.936035
	Iteration 50Q: 3 clusters Score -2376594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2376592.500000 Penalty: 4868.936035
	Iteration 51Q: 3 clusters Score -2376592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2376592.750000 Penalty: 4868.936035
	Iteration 52Q: 3 clusters Score -2376593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2376591.750000 Penalty: 4868.936035
	Iteration 53Q: 3 clusters Score -2376592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2376597.000000 Penalty: 4868.936035
	Iteration 54Q: 3 clusters Score -2376597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2376600.500000 Penalty: 4868.936035
	Iteration 55Q: 3 clusters Score -2376600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2376599.500000 Penalty: 4868.936035
	Iteration 56Q: 3 clusters Score -2376600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2376601.250000 Penalty: 4868.936035
	Iteration 57Q: 3 clusters Score -2376601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2376603.750000 Penalty: 4868.936035
	Iteration 58Q: 3 clusters Score -2376604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2376603.750000 Penalty: 4868.936035
	Iteration 59Q: 3 clusters Score -2376604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2376601.750000 Penalty: 4868.936035
	Iteration 60F: 3 clusters Score -2376602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2376602.000000 Penalty: 4868.936035
	Iteration 61Q: 3 clusters Score -2376602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2376600.250000 Penalty: 4868.936035
	Iteration 62Q: 3 clusters Score -2376600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2376602.500000 Penalty: 4868.936035
	Iteration 63Q: 3 clusters Score -2376602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2376599.500000 Penalty: 4868.936035
	Iteration 64Q: 3 clusters Score -2376600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2376607.250000 Penalty: 4868.936035
	Iteration 65Q: 3 clusters Score -2376607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2376604.750000 Penalty: 4868.936035
	Iteration 66Q: 3 clusters Score -2376605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2376611.250000 Penalty: 4868.936035
	Iteration 67Q: 3 clusters Score -2376611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2376610.250000 Penalty: 4868.936035
	Iteration 68Q: 3 clusters Score -2376610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2376605.750000 Penalty: 4868.936035
	Iteration 69Q: 3 clusters Score -2376606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2376609.250000 Penalty: 4868.936035
	Iteration 70Q: 3 clusters Score -2376609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2376612.000000 Penalty: 4868.936035
	Iteration 71Q: 3 clusters Score -2376612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2376608.250000 Penalty: 4868.936035
	Iteration 72Q: 3 clusters Score -2376608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2376612.500000 Penalty: 4868.936035
	Iteration 73Q: 3 clusters Score -2376612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2376613.250000 Penalty: 4868.936035
	Iteration 74Q: 3 clusters Score -2376613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2376613.500000 Penalty: 4868.936035
	Iteration 75Q: 3 clusters Score -2376614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2376613.250000 Penalty: 4868.936035
	Iteration 76Q: 3 clusters Score -2376613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2376613.250000 Penalty: 4868.936035
	Iteration 77Q: 3 clusters Score -2376613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2376616.500000 Penalty: 4868.936035
	Iteration 78Q: 3 clusters Score -2376616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2376618.500000 Penalty: 4868.936035
	Iteration 79Q: 3 clusters Score -2376618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2376618.500000 Penalty: 4868.936035
	Iteration 80F: 3 clusters Score -2376618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -90003.367188 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -90003.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88262.039062 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -88262.04 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88721.265625 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -88721.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88917.789062 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -88917.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89034.359375 Penalty: 3316.805908
	Iteration 3Q: 3 clusters Score -89034.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89135.742188 Penalty: 3316.805908
	Iteration 4Q: 3 clusters Score -89135.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89172.015625 Penalty: 3316.805908
	Iteration 5Q: 3 clusters Score -89172.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89201.953125 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -89201.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89214.718750 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -89214.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89230.968750 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -89230.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -89238.093750 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -89238.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89245.531250 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -89245.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -89268.000000 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -89268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89299.390625 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -89299.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89318.062500 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -89318.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89334.703125 Penalty: 3316.805908
	Iteration 14Q: 3 clusters Score -89334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89346.601562 Penalty: 3316.805908
	Iteration 15Q: 3 clusters Score -89346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89352.757812 Penalty: 3316.805908
	Iteration 16Q: 3 clusters Score -89352.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89360.890625 Penalty: 3316.805908
	Iteration 17Q: 3 clusters Score -89360.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89363.843750 Penalty: 3316.805908
	Iteration 18Q: 3 clusters Score -89363.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89365.937500 Penalty: 3316.805908
	Iteration 19Q: 3 clusters Score -89365.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89371.359375 Penalty: 3316.805908
	Iteration 20F: 3 clusters Score -89371.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89443.078125 Penalty: 3316.805908
	Iteration 21Q: 3 clusters Score -89443.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -89500.953125 Penalty: 3316.805908
	Iteration 22Q: 3 clusters Score -89500.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89573.273438 Penalty: 3316.805908
	Iteration 23Q: 3 clusters Score -89573.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89597.429688 Penalty: 3316.805908
	Iteration 24Q: 3 clusters Score -89597.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89631.429688 Penalty: 3316.805908
	Iteration 25Q: 3 clusters Score -89631.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89653.039062 Penalty: 3316.805908
	Iteration 26Q: 3 clusters Score -89653.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89654.968750 Penalty: 3316.805908
	Iteration 27Q: 3 clusters Score -89654.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89654.968750 Penalty: 3316.805908
	Iteration 28F: 3 clusters Score -89654.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Entering Unmasked Estep 
Score: -2348504.250000 Penalty: 2430.307373
	Iteration 0F: 2 clusters Score -2348504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2335724.250000 Penalty: 4860.614746
	Iteration 0F: 3 clusters Score -2335724 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2339831.500000 Penalty: 4860.614746
	Iteration 1F: 3 clusters Score -2339832 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2340215.500000 Penalty: 4860.614746
	Iteration 2F: 3 clusters Score -2340216 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2340534.000000 Penalty: 4860.614746
	Iteration 3Q: 3 clusters Score -2340534 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2340814.500000 Penalty: 4860.614746
	Iteration 4Q: 3 clusters Score -2340814 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2341086.500000 Penalty: 4860.614746
	Iteration 5Q: 3 clusters Score -2341086 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2341347.250000 Penalty: 4860.614746
	Iteration 6Q: 3 clusters Score -2341347 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2341637.750000 Penalty: 4860.614746
	Iteration 7Q: 3 clusters Score -2341638 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2341967.250000 Penalty: 4860.614746
	Iteration 8Q: 3 clusters Score -2341967 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2342355.250000 Penalty: 4860.614746
	Iteration 9Q: 3 clusters Score -2342355 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2342833.750000 Penalty: 4860.614746
	Iteration 10Q: 3 clusters Score -2342834 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2343424 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2344008 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2344457 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2344734.250000 Penalty: 4860.614746
	Iteration 14Q: 3 clusters Score -2344734 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2344889 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2344995 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2345052.500000 Penalty: 4860.614746
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2345101.000000 Penalty: 4860.614746
	Iteration 18Q: 3 clusters Score -2345101 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2345145.500000 Penalty: 4860.614746
	Iteration 19Q: 3 clusters Score -2345146 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2345191.000000 Penalty: 4860.614746
	Iteration 20F: 3 clusters Score -2345191 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2345228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2345268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2345307 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2345320.750000 Penalty: 4860.614746
	Iteration 24Q: 3 clusters Score -2345321 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2345358.500000 Penalty: 4860.614746
	Iteration 25Q: 3 clusters Score -2345358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2345392.000000 Penalty: 4860.614746
	Iteration 26Q: 3 clusters Score -2345392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2345409.250000 Penalty: 4860.614746
	Iteration 27Q: 3 clusters Score -2345409 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2345429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2345450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2345476.250000 Penalty: 4860.614746
	Iteration 30Q: 3 clusters Score -2345476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2345508 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2345553.500000 Penalty: 4860.614746
	Iteration 32Q: 3 clusters Score -2345554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2345587.000000 Penalty: 4860.614746
	Iteration 33Q: 3 clusters Score -2345587 nChanged 126
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2345629 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2345669 nChanged 103
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Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2345694 nChanged 106
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2345728 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2345766 nChanged 100
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Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2345799 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2345822 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2345848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2345872 nChanged 64
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Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2345884 nChanged 63
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Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2345899 nChanged 75
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Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2345916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2345932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2345952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2345969 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2345978 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2345990 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2346006 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2944 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2346012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2346033.000000 Penalty: 4860.614746
	Iteration 53Q: 3 clusters Score -2346033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2346038 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2346044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2346055 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2346072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2346086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2346084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2346104.500000 Penalty: 4860.614746
	Iteration 60F: 3 clusters Score -2346104 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2564 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2346108 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2529 members 
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Entering Unmasked Estep 
Score: -2346120.000000 Penalty: 4860.614746
	Iteration 62Q: 3 clusters Score -2346120 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2493 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2346126 nChanged 34
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Mstep: Class 1 contains 2459 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2346130 nChanged 30
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Mstep: Class 1 contains 2429 members 
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Entering Unmasked Estep 
Score: -2346138.750000 Penalty: 4860.614746
	Iteration 65Q: 3 clusters Score -2346139 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2409 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2346140 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2391 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2346148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2346150 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2346159.500000 Penalty: 4860.614746
	Iteration 69Q: 3 clusters Score -2346160 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2346163.000000 Penalty: 4860.614746
	Iteration 70Q: 3 clusters Score -2346163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2346165 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2346168.000000 Penalty: 4860.614746
	Iteration 72Q: 3 clusters Score -2346168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2346177.750000 Penalty: 4860.614746
	Iteration 73Q: 3 clusters Score -2346178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
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Entering Unmasked Estep 
Score: -2346183.250000 Penalty: 4860.614746
	Iteration 74Q: 3 clusters Score -2346183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2346188.250000 Penalty: 4860.614746
	Iteration 75Q: 3 clusters Score -2346188 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2346192 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2346203.000000 Penalty: 4860.614746
	Iteration 77Q: 3 clusters Score -2346203 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2346203 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2346209.750000 Penalty: 4860.614746
	Iteration 79Q: 3 clusters Score -2346210 nChanged 16
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Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2346214.750000 Penalty: 4860.614746
	Iteration 80F: 3 clusters Score -2346215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2346216 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2346223.500000 Penalty: 4860.614746
	Iteration 82Q: 3 clusters Score -2346224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2346230.000000 Penalty: 4860.614746
	Iteration 83Q: 3 clusters Score -2346230 nChanged 24
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Mstep: Class 1 contains 2025 members 
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Entering Unmasked Estep 
Score: -2346234.750000 Penalty: 4860.614746
	Iteration 84Q: 3 clusters Score -2346235 nChanged 22
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Mstep: Class 1 contains 2003 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2346235 nChanged 12
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Mstep: Class 1 contains 1993 members 
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Entering Unmasked Estep 
Score: -2346237.250000 Penalty: 4860.614746
	Iteration 86Q: 3 clusters Score -2346237 nChanged 10
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Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16044 members 
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	Iteration 87Q: 3 clusters Score -2346236 nChanged 11
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Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16055 members 
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	Iteration 88Q: 3 clusters Score -2346236 nChanged 12
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Mstep: Class 1 contains 1960 members 
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Entering Unmasked Estep 
Score: -2346241.250000 Penalty: 4860.614746
	Iteration 89Q: 3 clusters Score -2346241 nChanged 10
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Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2346247 nChanged 13
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16090 members 
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Score: -2346251.000000 Penalty: 4860.614746
	Iteration 91Q: 3 clusters Score -2346251 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2346264.250000 Penalty: 4860.614746
	Iteration 92Q: 3 clusters Score -2346264 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2346266.500000 Penalty: 4860.614746
	Iteration 93Q: 3 clusters Score -2346266 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2346280 nChanged 22
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Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2346280 nChanged 23
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Mstep: Class 1 contains 1837 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2346291 nChanged 20
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Mstep: Class 1 contains 1819 members 
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Entering Unmasked Estep 
Score: -2346294.500000 Penalty: 4860.614746
	Iteration 97Q: 3 clusters Score -2346294 nChanged 19
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Mstep: Class 1 contains 1802 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2346296 nChanged 19
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Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2346293 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2346299.250000 Penalty: 4860.614746
	Iteration 100F: 3 clusters Score -2346299 nChanged 24
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Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2346306.000000 Penalty: 4860.614746
	Iteration 101Q: 3 clusters Score -2346306 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2346309.500000 Penalty: 4860.614746
	Iteration 102Q: 3 clusters Score -2346310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2346319.000000 Penalty: 4860.614746
	Iteration 103Q: 3 clusters Score -2346319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2346324.000000 Penalty: 4860.614746
	Iteration 104Q: 3 clusters Score -2346324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2346328.250000 Penalty: 4860.614746
	Iteration 105Q: 3 clusters Score -2346328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2346330.500000 Penalty: 4860.614746
	Iteration 106Q: 3 clusters Score -2346330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2346331.750000 Penalty: 4860.614746
	Iteration 107Q: 3 clusters Score -2346332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2346333.750000 Penalty: 4860.614746
	Iteration 108Q: 3 clusters Score -2346334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2346338.000000 Penalty: 4860.614746
	Iteration 109Q: 3 clusters Score -2346338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2346334.250000 Penalty: 4860.614746
	Iteration 110Q: 3 clusters Score -2346334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2346336.000000 Penalty: 4860.614746
	Iteration 111Q: 3 clusters Score -2346336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2346344.250000 Penalty: 4860.614746
	Iteration 112Q: 3 clusters Score -2346344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2346345.250000 Penalty: 4860.614746
	Iteration 113Q: 3 clusters Score -2346345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2346354.500000 Penalty: 4860.614746
	Iteration 114Q: 3 clusters Score -2346354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2346357.000000 Penalty: 4860.614746
	Iteration 115Q: 3 clusters Score -2346357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2346362.250000 Penalty: 4860.614746
	Iteration 116Q: 3 clusters Score -2346362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2346366.000000 Penalty: 4860.614746
	Iteration 117Q: 3 clusters Score -2346366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2346371.750000 Penalty: 4860.614746
	Iteration 118Q: 3 clusters Score -2346372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2346377.250000 Penalty: 4860.614746
	Iteration 119Q: 3 clusters Score -2346377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2346381.500000 Penalty: 4860.614746
	Iteration 120F: 3 clusters Score -2346382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2346381.000000 Penalty: 4860.614746
	Iteration 121Q: 3 clusters Score -2346381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2346380.500000 Penalty: 4860.614746
	Iteration 122Q: 3 clusters Score -2346380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2346386.750000 Penalty: 4860.614746
	Iteration 123Q: 3 clusters Score -2346387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2346384.750000 Penalty: 4860.614746
	Iteration 124Q: 3 clusters Score -2346385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2346387.000000 Penalty: 4860.614746
	Iteration 125Q: 3 clusters Score -2346387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2346388.500000 Penalty: 4860.614746
	Iteration 126Q: 3 clusters Score -2346388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2346390.000000 Penalty: 4860.614746
	Iteration 127Q: 3 clusters Score -2346390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2346386.500000 Penalty: 4860.614746
	Iteration 128Q: 3 clusters Score -2346386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2346387.500000 Penalty: 4860.614746
	Iteration 129Q: 3 clusters Score -2346388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2346388.250000 Penalty: 4860.614746
	Iteration 130Q: 3 clusters Score -2346388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2346395.750000 Penalty: 4860.614746
	Iteration 131Q: 3 clusters Score -2346396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2346396.500000 Penalty: 4860.614746
	Iteration 132Q: 3 clusters Score -2346396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2346396.750000 Penalty: 4860.614746
	Iteration 133Q: 3 clusters Score -2346397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2346395.000000 Penalty: 4860.614746
	Iteration 134Q: 3 clusters Score -2346395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2346403.000000 Penalty: 4860.614746
	Iteration 135Q: 3 clusters Score -2346403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2346409.250000 Penalty: 4860.614746
	Iteration 136Q: 3 clusters Score -2346409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2346408.750000 Penalty: 4860.614746
	Iteration 137Q: 3 clusters Score -2346409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2346411.000000 Penalty: 4860.614746
	Iteration 138Q: 3 clusters Score -2346411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2346411.250000 Penalty: 4860.614746
	Iteration 139Q: 3 clusters Score -2346411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2346414.750000 Penalty: 4860.614746
	Iteration 140F: 3 clusters Score -2346415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2346419.750000 Penalty: 4860.614746
	Iteration 141Q: 3 clusters Score -2346420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2346425.750000 Penalty: 4860.614746
	Iteration 142Q: 3 clusters Score -2346426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2346432.500000 Penalty: 4860.614746
	Iteration 143Q: 3 clusters Score -2346432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2346436.250000 Penalty: 4860.614746
	Iteration 144Q: 3 clusters Score -2346436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2346439.500000 Penalty: 4860.614746
	Iteration 145Q: 3 clusters Score -2346440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2346445.250000 Penalty: 4860.614746
	Iteration 146Q: 3 clusters Score -2346445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2346445.250000 Penalty: 4860.614746
	Iteration 147Q: 3 clusters Score -2346445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2346448.250000 Penalty: 4860.614746
	Iteration 148Q: 3 clusters Score -2346448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2346451.000000 Penalty: 4860.614746
	Iteration 149Q: 3 clusters Score -2346451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2346454.750000 Penalty: 4860.614746
	Iteration 150Q: 3 clusters Score -2346455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2346460.500000 Penalty: 4860.614746
	Iteration 151Q: 3 clusters Score -2346460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2346468.750000 Penalty: 4860.614746
	Iteration 152Q: 3 clusters Score -2346469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2346476.000000 Penalty: 4860.614746
	Iteration 153Q: 3 clusters Score -2346476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2346477.500000 Penalty: 4860.614746
	Iteration 154Q: 3 clusters Score -2346478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2346478.750000 Penalty: 4860.614746
	Iteration 155Q: 3 clusters Score -2346479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2346478.750000 Penalty: 4860.614746
	Iteration 156Q: 3 clusters Score -2346479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2346478.750000 Penalty: 4860.614746
	Iteration 157F: 3 clusters Score -2346479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (74803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Entering Unmasked Estep 
Score: -9590727.000000 Penalty: 2783.208008
	Iteration 0F: 2 clusters Score -9590727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9540868.000000 Penalty: 5566.416016
	Iteration 0F: 3 clusters Score -9540868 nChanged 34832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -9560181.000000 Penalty: 5566.416016
	Iteration 1F: 3 clusters Score -9560181 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -9560747.000000 Penalty: 5566.416016
	Iteration 2Q: 3 clusters Score -9560747 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -9561406.000000 Penalty: 5566.416016
	Iteration 3Q: 3 clusters Score -9561406 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -9562276.000000 Penalty: 5566.416016
	Iteration 4Q: 3 clusters Score -9562276 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -9563677.000000 Penalty: 5566.416016
	Iteration 5Q: 3 clusters Score -9563677 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -9566000.000000 Penalty: 5566.416016
	Iteration 6F: 3 clusters Score -9566000 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -9569850.000000 Penalty: 5566.416016
	Iteration 7F: 3 clusters Score -9569850 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -9575128.000000 Penalty: 5566.416016
	Iteration 8F: 3 clusters Score -9575128 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -9580203.000000 Penalty: 5566.416016
	Iteration 9F: 3 clusters Score -9580203 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -9583934.000000 Penalty: 5566.416016
	Iteration 10F: 3 clusters Score -9583934 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -9586076.000000 Penalty: 5566.416016
	Iteration 11Q: 3 clusters Score -9586076 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -9587135.000000 Penalty: 5566.416016
	Iteration 12Q: 3 clusters Score -9587135 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -9587663.000000 Penalty: 5566.416016
	Iteration 13Q: 3 clusters Score -9587663 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -9587937.000000 Penalty: 5566.416016
	Iteration 14Q: 3 clusters Score -9587937 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -9588080.000000 Penalty: 5566.416016
	Iteration 15Q: 3 clusters Score -9588080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9588166.000000 Penalty: 5566.416016
	Iteration 16Q: 3 clusters Score -9588166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -9588192.000000 Penalty: 5566.416016
	Iteration 17Q: 3 clusters Score -9588192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -9588217.000000 Penalty: 5566.416016
	Iteration 18Q: 3 clusters Score -9588217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -9588232.000000 Penalty: 5566.416016
	Iteration 19Q: 3 clusters Score -9588232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -9588240.000000 Penalty: 5566.416016
	Iteration 20F: 3 clusters Score -9588240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9588240.000000 Penalty: 5566.416016
	Iteration 21Q: 3 clusters Score -9588240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -9588253.000000 Penalty: 5566.416016
	Iteration 22Q: 3 clusters Score -9588253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -9588254.000000 Penalty: 5566.416016
	Iteration 23Q: 3 clusters Score -9588254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -9588254.000000 Penalty: 5566.416016
	Iteration 24Q: 3 clusters Score -9588254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -9588263.000000 Penalty: 5566.416016
	Iteration 25Q: 3 clusters Score -9588263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -9588266.000000 Penalty: 5566.416016
	Iteration 26Q: 3 clusters Score -9588266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -9588265.000000 Penalty: 5566.416016
	Iteration 27Q: 3 clusters Score -9588265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -9588274.000000 Penalty: 5566.416016
	Iteration 28Q: 3 clusters Score -9588274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -9588297.000000 Penalty: 5566.416016
	Iteration 29Q: 3 clusters Score -9588297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -9588301.000000 Penalty: 5566.416016
	Iteration 30Q: 3 clusters Score -9588301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -9588315.000000 Penalty: 5566.416016
	Iteration 31Q: 3 clusters Score -9588315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -9588326.000000 Penalty: 5566.416016
	Iteration 32Q: 3 clusters Score -9588326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -9588323.000000 Penalty: 5566.416016
	Iteration 33Q: 3 clusters Score -9588323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -9588334.000000 Penalty: 5566.416016
	Iteration 34Q: 3 clusters Score -9588334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -9588345.000000 Penalty: 5566.416016
	Iteration 35Q: 3 clusters Score -9588345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -9588342.000000 Penalty: 5566.416016
	Iteration 36Q: 3 clusters Score -9588342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -9588347.000000 Penalty: 5566.416016
	Iteration 37Q: 3 clusters Score -9588347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -9588352.000000 Penalty: 5566.416016
	Iteration 38Q: 3 clusters Score -9588352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -9588356.000000 Penalty: 5566.416016
	Iteration 39Q: 3 clusters Score -9588356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -9588359.000000 Penalty: 5566.416016
	Iteration 40F: 3 clusters Score -9588359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9588359.000000 Penalty: 5566.416016
	Iteration 41Q: 3 clusters Score -9588359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9588363.000000 Penalty: 5566.416016
	Iteration 42Q: 3 clusters Score -9588363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -9588363.000000 Penalty: 5566.416016
	Iteration 43F: 3 clusters Score -9588363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Entering Unmasked Estep 
Score: -19304360.000000 Penalty: 2956.836426
	Iteration 0F: 2 clusters Score -1.930436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -19203828.000000 Penalty: 5913.672852
	Iteration 0F: 3 clusters Score -1.920383e+07 nChanged 71978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -19245482.000000 Penalty: 5913.672852
	Iteration 1F: 3 clusters Score -1.924548e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -19246752.000000 Penalty: 5913.672852
	Iteration 2Q: 3 clusters Score -1.924675e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -19248698.000000 Penalty: 5913.672852
	Iteration 3Q: 3 clusters Score -1.92487e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -19251890.000000 Penalty: 5913.672852
	Iteration 4Q: 3 clusters Score -1.925189e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -19257410.000000 Penalty: 5913.672852
	Iteration 5F: 3 clusters Score -1.925741e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 113276 members 
Entering Unmasked Estep 
Score: -19266688.000000 Penalty: 5913.672852
	Iteration 6F: 3 clusters Score -1.926669e+07 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 126554 members 
Entering Unmasked Estep 
Score: -19278762.000000 Penalty: 5913.672852
	Iteration 7F: 3 clusters Score -1.927876e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 138096 members 
Entering Unmasked Estep 
Score: -19290092.000000 Penalty: 5913.672852
	Iteration 8F: 3 clusters Score -1.929009e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -19297106.000000 Penalty: 5913.672852
	Iteration 9Q: 3 clusters Score -1.929711e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -19300050.000000 Penalty: 5913.672852
	Iteration 10Q: 3 clusters Score -1.930005e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 149685 members 
Entering Unmasked Estep 
Score: -19301126.000000 Penalty: 5913.672852
	Iteration 11Q: 3 clusters Score -1.930113e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 150082 members 
Entering Unmasked Estep 
Score: -19301488.000000 Penalty: 5913.672852
	Iteration 12Q: 3 clusters Score -1.930149e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 150206 members 
Entering Unmasked Estep 
Score: -19301594.000000 Penalty: 5913.672852
	Iteration 13Q: 3 clusters Score -1.930159e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 150273 members 
Entering Unmasked Estep 
Score: -19301666.000000 Penalty: 5913.672852
	Iteration 14Q: 3 clusters Score -1.930167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 150300 members 
Entering Unmasked Estep 
Score: -19301704.000000 Penalty: 5913.672852
	Iteration 15Q: 3 clusters Score -1.93017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -19301732.000000 Penalty: 5913.672852
	Iteration 16Q: 3 clusters Score -1.930173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 150324 members 
Entering Unmasked Estep 
Score: -19301732.000000 Penalty: 5913.672852
	Iteration 17Q: 3 clusters Score -1.930173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 150334 members 
Entering Unmasked Estep 
Score: -19301738.000000 Penalty: 5913.672852
	Iteration 18Q: 3 clusters Score -1.930174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -19301760.000000 Penalty: 5913.672852
	Iteration 19Q: 3 clusters Score -1.930176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -19301754.000000 Penalty: 5913.672852
	Iteration 20F: 3 clusters Score -1.930175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -19301760.000000 Penalty: 5913.672852
	Iteration 21Q: 3 clusters Score -1.930176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -19301756.000000 Penalty: 5913.672852
	Iteration 22Q: 3 clusters Score -1.930176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -19301756.000000 Penalty: 5913.672852
	Iteration 23F: 3 clusters Score -1.930176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -92573.945312 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -92573.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90917.718750 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -90917.72 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91793.171875 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -91793.17 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92098.859375 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -92098.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92390.023438 Penalty: 3358.879883
	Iteration 3F: 3 clusters Score -92390.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92646.945312 Penalty: 3358.879883
	Iteration 4F: 3 clusters Score -92646.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -92789.226562 Penalty: 3358.879883
	Iteration 5F: 3 clusters Score -92789.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92920.703125 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -92920.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92978.773438 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -92978.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93036.367188 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -93036.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93057.617188 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -93057.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -93068.210938 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -93068.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93073.648438 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -93073.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -93075.335938 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -93075.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93077.414062 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -93077.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93082.656250 Penalty: 3358.879883
	Iteration 14Q: 3 clusters Score -93082.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93089.398438 Penalty: 3358.879883
	Iteration 15Q: 3 clusters Score -93089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93091.414062 Penalty: 3358.879883
	Iteration 16Q: 3 clusters Score -93091.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93094.789062 Penalty: 3358.879883
	Iteration 17Q: 3 clusters Score -93094.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -93107.929688 Penalty: 3358.879883
	Iteration 18Q: 3 clusters Score -93107.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93142.218750 Penalty: 3358.879883
	Iteration 19Q: 3 clusters Score -93142.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93154.617188 Penalty: 3358.879883
	Iteration 20F: 3 clusters Score -93154.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93158.320312 Penalty: 3358.879883
	Iteration 21Q: 3 clusters Score -93158.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93160.804688 Penalty: 3358.879883
	Iteration 22Q: 3 clusters Score -93160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93160.804688 Penalty: 3358.879883
	Iteration 23F: 3 clusters Score -93160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10514 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 22785 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 76858 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 18027 members 
Mstep: Class 14 contains 74803 members 
Mstep: Class 15 contains 150652 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 171946 members 
Mstep: Class 18 contains 6769 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 24114 members 
Entering Unmasked Estep 
Score: -98277752.000000 Penalty: 70669.984375
Splitting cluster 16 changes total score from -98278776.000000 to -98277752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (171946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Entering Unmasked Estep 
Score: -22056802.000000 Penalty: 2989.624023
	Iteration 0F: 2 clusters Score -2.20568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -21943466.000000 Penalty: 5979.248047
	Iteration 0F: 3 clusters Score -2.194347e+07 nChanged 82403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -21990898.000000 Penalty: 5979.248047
	Iteration 1F: 3 clusters Score -2.19909e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -21991722.000000 Penalty: 5979.248047
	Iteration 2Q: 3 clusters Score -2.199172e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -21992778.000000 Penalty: 5979.248047
	Iteration 3Q: 3 clusters Score -2.199278e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -21993988.000000 Penalty: 5979.248047
	Iteration 4Q: 3 clusters Score -2.199399e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -21995670.000000 Penalty: 5979.248047
	Iteration 5Q: 3 clusters Score -2.199567e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -21998038.000000 Penalty: 5979.248047
	Iteration 6Q: 3 clusters Score -2.199804e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -22001480.000000 Penalty: 5979.248047
	Iteration 7Q: 3 clusters Score -2.200148e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -22006666.000000 Penalty: 5979.248047
	Iteration 8F: 3 clusters Score -2.200667e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -22014216.000000 Penalty: 5979.248047
	Iteration 9F: 3 clusters Score -2.201422e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -22022852.000000 Penalty: 5979.248047
	Iteration 10F: 3 clusters Score -2.202285e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -22030006.000000 Penalty: 5979.248047
	Iteration 11F: 3 clusters Score -2.203001e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -22033414.000000 Penalty: 5979.248047
	Iteration 12Q: 3 clusters Score -2.203341e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -22034664.000000 Penalty: 5979.248047
	Iteration 13Q: 3 clusters Score -2.203466e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -22035114.000000 Penalty: 5979.248047
	Iteration 14Q: 3 clusters Score -2.203511e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -22035456.000000 Penalty: 5979.248047
	Iteration 15Q: 3 clusters Score -2.203546e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -22035724.000000 Penalty: 5979.248047
	Iteration 16Q: 3 clusters Score -2.203572e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -22035912.000000 Penalty: 5979.248047
	Iteration 17Q: 3 clusters Score -2.203591e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -22036072.000000 Penalty: 5979.248047
	Iteration 18Q: 3 clusters Score -2.203607e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -22036396.000000 Penalty: 5979.248047
	Iteration 19Q: 3 clusters Score -2.20364e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -22036602.000000 Penalty: 5979.248047
	Iteration 20F: 3 clusters Score -2.20366e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -22036896.000000 Penalty: 5979.248047
	Iteration 21Q: 3 clusters Score -2.20369e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -22037066.000000 Penalty: 5979.248047
	Iteration 22Q: 3 clusters Score -2.203707e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -22037300.000000 Penalty: 5979.248047
	Iteration 23Q: 3 clusters Score -2.20373e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -22037548.000000 Penalty: 5979.248047
	Iteration 24Q: 3 clusters Score -2.203755e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -22037820.000000 Penalty: 5979.248047
	Iteration 25Q: 3 clusters Score -2.203782e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -22038046.000000 Penalty: 5979.248047
	Iteration 26Q: 3 clusters Score -2.203805e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -22038346.000000 Penalty: 5979.248047
	Iteration 27Q: 3 clusters Score -2.203835e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -22038498.000000 Penalty: 5979.248047
	Iteration 28Q: 3 clusters Score -2.20385e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -22038862.000000 Penalty: 5979.248047
	Iteration 29Q: 3 clusters Score -2.203886e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -22039122.000000 Penalty: 5979.248047
	Iteration 30Q: 3 clusters Score -2.203912e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -22039406.000000 Penalty: 5979.248047
	Iteration 31Q: 3 clusters Score -2.203941e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -22039634.000000 Penalty: 5979.248047
	Iteration 32Q: 3 clusters Score -2.203963e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -22039900.000000 Penalty: 5979.248047
	Iteration 33Q: 3 clusters Score -2.20399e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -22040158.000000 Penalty: 5979.248047
	Iteration 34Q: 3 clusters Score -2.204016e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -22040414.000000 Penalty: 5979.248047
	Iteration 35Q: 3 clusters Score -2.204041e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -22040816.000000 Penalty: 5979.248047
	Iteration 36Q: 3 clusters Score -2.204082e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118705 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -22041084.000000 Penalty: 5979.248047
	Iteration 37Q: 3 clusters Score -2.204108e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -22041468.000000 Penalty: 5979.248047
	Iteration 38Q: 3 clusters Score -2.204147e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121725 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -22041960.000000 Penalty: 5979.248047
	Iteration 39Q: 3 clusters Score -2.204196e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123296 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -22042278.000000 Penalty: 5979.248047
	Iteration 40F: 3 clusters Score -2.204228e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124908 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -22042598.000000 Penalty: 5979.248047
	Iteration 41Q: 3 clusters Score -2.20426e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -22043036.000000 Penalty: 5979.248047
	Iteration 42Q: 3 clusters Score -2.204304e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -22043350.000000 Penalty: 5979.248047
	Iteration 43Q: 3 clusters Score -2.204335e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129912 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -22043882.000000 Penalty: 5979.248047
	Iteration 44Q: 3 clusters Score -2.204388e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -22044282.000000 Penalty: 5979.248047
	Iteration 45Q: 3 clusters Score -2.204428e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -22044774.000000 Penalty: 5979.248047
	Iteration 46Q: 3 clusters Score -2.204477e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134966 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -22045300.000000 Penalty: 5979.248047
	Iteration 47Q: 3 clusters Score -2.20453e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -22045836.000000 Penalty: 5979.248047
	Iteration 48Q: 3 clusters Score -2.204584e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138315 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -22046382.000000 Penalty: 5979.248047
	Iteration 49Q: 3 clusters Score -2.204638e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -22046820.000000 Penalty: 5979.248047
	Iteration 50Q: 3 clusters Score -2.204682e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -22047212.000000 Penalty: 5979.248047
	Iteration 51Q: 3 clusters Score -2.204721e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143410 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -22047752.000000 Penalty: 5979.248047
	Iteration 52Q: 3 clusters Score -2.204775e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145075 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -22048230.000000 Penalty: 5979.248047
	Iteration 53Q: 3 clusters Score -2.204823e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -22048730.000000 Penalty: 5979.248047
	Iteration 54Q: 3 clusters Score -2.204873e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -22049304.000000 Penalty: 5979.248047
	Iteration 55Q: 3 clusters Score -2.20493e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -22049700.000000 Penalty: 5979.248047
	Iteration 56Q: 3 clusters Score -2.20497e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -22050090.000000 Penalty: 5979.248047
	Iteration 57Q: 3 clusters Score -2.205009e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153435 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -22050588.000000 Penalty: 5979.248047
	Iteration 58Q: 3 clusters Score -2.205059e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155060 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -22051076.000000 Penalty: 5979.248047
	Iteration 59Q: 3 clusters Score -2.205108e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156712 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -22051502.000000 Penalty: 5979.248047
	Iteration 60F: 3 clusters Score -2.20515e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -22051970.000000 Penalty: 5979.248047
	Iteration 61Q: 3 clusters Score -2.205197e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -22052468.000000 Penalty: 5979.248047
	Iteration 62Q: 3 clusters Score -2.205247e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161191 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -22052692.000000 Penalty: 5979.248047
	Iteration 63Q: 3 clusters Score -2.205269e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -22053008.000000 Penalty: 5979.248047
	Iteration 64Q: 3 clusters Score -2.205301e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -22053242.000000 Penalty: 5979.248047
	Iteration 65Q: 3 clusters Score -2.205324e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164550 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -22053436.000000 Penalty: 5979.248047
	Iteration 66Q: 3 clusters Score -2.205344e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -22053644.000000 Penalty: 5979.248047
	Iteration 67Q: 3 clusters Score -2.205364e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166312 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -22053842.000000 Penalty: 5979.248047
	Iteration 68Q: 3 clusters Score -2.205384e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -22053928.000000 Penalty: 5979.248047
	Iteration 69Q: 3 clusters Score -2.205393e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -22053970.000000 Penalty: 5979.248047
	Iteration 70Q: 3 clusters Score -2.205397e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -22054110.000000 Penalty: 5979.248047
	Iteration 71Q: 3 clusters Score -2.205411e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22054282.000000 Penalty: 5979.248047
	Iteration 72Q: 3 clusters Score -2.205428e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -22054296.000000 Penalty: 5979.248047
	Iteration 73Q: 3 clusters Score -2.20543e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22054384.000000 Penalty: 5979.248047
	Iteration 74Q: 3 clusters Score -2.205438e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -22054474.000000 Penalty: 5979.248047
	Iteration 75Q: 3 clusters Score -2.205447e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169668 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22054470.000000 Penalty: 5979.248047
	Iteration 76Q: 3 clusters Score -2.205447e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -22054466.000000 Penalty: 5979.248047
	Iteration 77Q: 3 clusters Score -2.205447e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -22054468.000000 Penalty: 5979.248047
	Iteration 78Q: 3 clusters Score -2.205447e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170021 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22054468.000000 Penalty: 5979.248047
	Iteration 79Q: 3 clusters Score -2.205447e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22054474.000000 Penalty: 5979.248047
	Iteration 80F: 3 clusters Score -2.205447e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -22054466.000000 Penalty: 5979.248047
	Iteration 81Q: 3 clusters Score -2.205447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170212 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22054482.000000 Penalty: 5979.248047
	Iteration 82Q: 3 clusters Score -2.205448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22054504.000000 Penalty: 5979.248047
	Iteration 83Q: 3 clusters Score -2.20545e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -22054510.000000 Penalty: 5979.248047
	Iteration 84Q: 3 clusters Score -2.205451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22054518.000000 Penalty: 5979.248047
	Iteration 85Q: 3 clusters Score -2.205452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22054526.000000 Penalty: 5979.248047
	Iteration 86Q: 3 clusters Score -2.205453e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170411 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22054518.000000 Penalty: 5979.248047
	Iteration 87Q: 3 clusters Score -2.205452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22054516.000000 Penalty: 5979.248047
	Iteration 88Q: 3 clusters Score -2.205452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22054508.000000 Penalty: 5979.248047
	Iteration 89Q: 3 clusters Score -2.205451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170468 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -22054510.000000 Penalty: 5979.248047
	Iteration 90Q: 3 clusters Score -2.205451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170490 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22054512.000000 Penalty: 5979.248047
	Iteration 91Q: 3 clusters Score -2.205451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22054516.000000 Penalty: 5979.248047
	Iteration 92Q: 3 clusters Score -2.205452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22054510.000000 Penalty: 5979.248047
	Iteration 93Q: 3 clusters Score -2.205451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170542 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22054518.000000 Penalty: 5979.248047
	Iteration 94Q: 3 clusters Score -2.205452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22054526.000000 Penalty: 5979.248047
	Iteration 95Q: 3 clusters Score -2.205453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22054524.000000 Penalty: 5979.248047
	Iteration 96Q: 3 clusters Score -2.205452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22054534.000000 Penalty: 5979.248047
	Iteration 97Q: 3 clusters Score -2.205453e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5979.248047
	Iteration 98Q: 3 clusters Score -2.205454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -22054562.000000 Penalty: 5979.248047
	Iteration 99Q: 3 clusters Score -2.205456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -22054564.000000 Penalty: 5979.248047
	Iteration 100F: 3 clusters Score -2.205456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22054566.000000 Penalty: 5979.248047
	Iteration 101Q: 3 clusters Score -2.205457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22054572.000000 Penalty: 5979.248047
	Iteration 102Q: 3 clusters Score -2.205457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22054554.000000 Penalty: 5979.248047
	Iteration 103Q: 3 clusters Score -2.205455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170724 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22054546.000000 Penalty: 5979.248047
	Iteration 104Q: 3 clusters Score -2.205455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22054564.000000 Penalty: 5979.248047
	Iteration 105Q: 3 clusters Score -2.205456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22054556.000000 Penalty: 5979.248047
	Iteration 106Q: 3 clusters Score -2.205456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 107Q: 3 clusters Score -2.205455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170768 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22054538.000000 Penalty: 5979.248047
	Iteration 108Q: 3 clusters Score -2.205454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 109Q: 3 clusters Score -2.205455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170783 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -22054542.000000 Penalty: 5979.248047
	Iteration 110Q: 3 clusters Score -2.205454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22054542.000000 Penalty: 5979.248047
	Iteration 111Q: 3 clusters Score -2.205454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5979.248047
	Iteration 112Q: 3 clusters Score -2.205454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22054542.000000 Penalty: 5979.248047
	Iteration 113Q: 3 clusters Score -2.205454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170807 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -22054556.000000 Penalty: 5979.248047
	Iteration 114Q: 3 clusters Score -2.205456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22054568.000000 Penalty: 5979.248047
	Iteration 115Q: 3 clusters Score -2.205457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22054574.000000 Penalty: 5979.248047
	Iteration 116Q: 3 clusters Score -2.205457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5979.248047
	Iteration 117Q: 3 clusters Score -2.205454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -22054544.000000 Penalty: 5979.248047
	Iteration 118Q: 3 clusters Score -2.205454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 119Q: 3 clusters Score -2.205455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170829 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 120F: 3 clusters Score -2.205455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170831 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22054552.000000 Penalty: 5979.248047
	Iteration 121Q: 3 clusters Score -2.205455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -22054534.000000 Penalty: 5979.248047
	Iteration 122Q: 3 clusters Score -2.205453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170836 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22054550.000000 Penalty: 5979.248047
	Iteration 123Q: 3 clusters Score -2.205455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170837 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22054566.000000 Penalty: 5979.248047
	Iteration 124Q: 3 clusters Score -2.205457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170836 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22054562.000000 Penalty: 5979.248047
	Iteration 125Q: 3 clusters Score -2.205456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170837 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22054568.000000 Penalty: 5979.248047
	Iteration 126Q: 3 clusters Score -2.205457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22054558.000000 Penalty: 5979.248047
	Iteration 127Q: 3 clusters Score -2.205456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -22054554.000000 Penalty: 5979.248047
	Iteration 128Q: 3 clusters Score -2.205455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -22054554.000000 Penalty: 5979.248047
	Iteration 129F: 3 clusters Score -2.205455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -830493.062500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -830493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -824831.500000 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -824831.5 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -826407.125000 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -826407.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -826792.187500 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -826792.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -827128.937500 Penalty: 4374.773926
	Iteration 3F: 3 clusters Score -827128.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -827478.125000 Penalty: 4374.773926
	Iteration 4F: 3 clusters Score -827478.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -827836.250000 Penalty: 4374.773926
	Iteration 5F: 3 clusters Score -827836.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -828131.187500 Penalty: 4374.773926
	Iteration 6F: 3 clusters Score -828131.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -828368.687500 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -828368.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -828562.125000 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -828562.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -828695.812500 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -828695.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -828793.000000 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -828793 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -828869.250000 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -828869.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -828928.500000 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -828928.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -828982.750000 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -828982.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -829031.062500 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -829031.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -829067.187500 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -829067.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -829097.937500 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -829097.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -829131.562500 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -829131.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -829150.062500 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -829150.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -829164.625000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -829164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -829177.750000 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -829177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -829187.125000 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -829187.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -829201.875000 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -829201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -829205.562500 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -829205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -829213.500000 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -829213.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -829222.375000 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -829222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -829224.687500 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -829224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -829229.750000 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -829229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -829231.437500 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -829231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -829231.125000 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -829231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -829231.625000 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -829231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -829234.375000 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -829234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -829233.750000 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -829233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -829234.500000 Penalty: 4374.773926
	Iteration 33Q: 3 clusters Score -829234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -829234.500000 Penalty: 4374.773926
	Iteration 34Q: 3 clusters Score -829234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -829234.500000 Penalty: 4374.773926
	Iteration 35F: 3 clusters Score -829234.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -53604.753906 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -53604.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52069.707031 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -52069.71 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52282.867188 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -52282.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52384.683594 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -52384.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52447.410156 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -52447.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52504.019531 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -52504.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52571.984375 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -52571.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52612.949219 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -52612.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52643.378906 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -52643.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52666.902344 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -52666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52704.187500 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -52704.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52716.851562 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -52716.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52729.382812 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -52729.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52755.550781 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -52755.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52779.394531 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -52779.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52793.082031 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -52793.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52802.480469 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -52802.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -52811.464844 Penalty: 3100.944336
	Iteration 16Q: 3 clusters Score -52811.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52818.914062 Penalty: 3100.944336
	Iteration 17Q: 3 clusters Score -52818.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52827.316406 Penalty: 3100.944336
	Iteration 18Q: 3 clusters Score -52827.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52827.316406 Penalty: 3100.944336
	Iteration 19F: 3 clusters Score -52827.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Entering Unmasked Estep 
Score: -3121484.250000 Penalty: 2502.455811
	Iteration 0F: 2 clusters Score -3121484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3104873.250000 Penalty: 5004.911621
	Iteration 0F: 3 clusters Score -3104873 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3110873.500000 Penalty: 5004.911621
	Iteration 1F: 3 clusters Score -3110874 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3111334.750000 Penalty: 5004.911621
	Iteration 2F: 3 clusters Score -3111335 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3111741.500000 Penalty: 5004.911621
	Iteration 3Q: 3 clusters Score -3111742 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3112144.250000 Penalty: 5004.911621
	Iteration 4Q: 3 clusters Score -3112144 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3112585.000000 Penalty: 5004.911621
	Iteration 5Q: 3 clusters Score -3112585 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3113049.500000 Penalty: 5004.911621
	Iteration 6Q: 3 clusters Score -3113050 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3113602.750000 Penalty: 5004.911621
	Iteration 7Q: 3 clusters Score -3113603 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3114178.500000 Penalty: 5004.911621
	Iteration 8Q: 3 clusters Score -3114178 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3114909.500000 Penalty: 5004.911621
	Iteration 9Q: 3 clusters Score -3114910 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3115677.500000 Penalty: 5004.911621
	Iteration 10Q: 3 clusters Score -3115678 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3116284.250000 Penalty: 5004.911621
	Iteration 11Q: 3 clusters Score -3116284 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3116632.250000 Penalty: 5004.911621
	Iteration 12Q: 3 clusters Score -3116632 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3116827.000000 Penalty: 5004.911621
	Iteration 13Q: 3 clusters Score -3116827 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3116947.000000 Penalty: 5004.911621
	Iteration 14Q: 3 clusters Score -3116947 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3117006.750000 Penalty: 5004.911621
	Iteration 15Q: 3 clusters Score -3117007 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3117053.750000 Penalty: 5004.911621
	Iteration 16Q: 3 clusters Score -3117054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3117100.000000 Penalty: 5004.911621
	Iteration 17Q: 3 clusters Score -3117100 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3117149.750000 Penalty: 5004.911621
	Iteration 18Q: 3 clusters Score -3117150 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3117196.250000 Penalty: 5004.911621
	Iteration 19Q: 3 clusters Score -3117196 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3117230.250000 Penalty: 5004.911621
	Iteration 20F: 3 clusters Score -3117230 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3117276.250000 Penalty: 5004.911621
	Iteration 21Q: 3 clusters Score -3117276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3117318.750000 Penalty: 5004.911621
	Iteration 22Q: 3 clusters Score -3117319 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3117372.000000 Penalty: 5004.911621
	Iteration 23Q: 3 clusters Score -3117372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3117418.750000 Penalty: 5004.911621
	Iteration 24Q: 3 clusters Score -3117419 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3117455.500000 Penalty: 5004.911621
	Iteration 25Q: 3 clusters Score -3117456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3117490.250000 Penalty: 5004.911621
	Iteration 26Q: 3 clusters Score -3117490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3117516.750000 Penalty: 5004.911621
	Iteration 27Q: 3 clusters Score -3117517 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3117542.750000 Penalty: 5004.911621
	Iteration 28Q: 3 clusters Score -3117543 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3117569.750000 Penalty: 5004.911621
	Iteration 29Q: 3 clusters Score -3117570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3117609.500000 Penalty: 5004.911621
	Iteration 30Q: 3 clusters Score -3117610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3117629.500000 Penalty: 5004.911621
	Iteration 31Q: 3 clusters Score -3117630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3117650.250000 Penalty: 5004.911621
	Iteration 32Q: 3 clusters Score -3117650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3117667.500000 Penalty: 5004.911621
	Iteration 33Q: 3 clusters Score -3117668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3117690.750000 Penalty: 5004.911621
	Iteration 34Q: 3 clusters Score -3117691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3117698.250000 Penalty: 5004.911621
	Iteration 35Q: 3 clusters Score -3117698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3117706.500000 Penalty: 5004.911621
	Iteration 36Q: 3 clusters Score -3117706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3117710.500000 Penalty: 5004.911621
	Iteration 37Q: 3 clusters Score -3117710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3117720.000000 Penalty: 5004.911621
	Iteration 38Q: 3 clusters Score -3117720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3117730.750000 Penalty: 5004.911621
	Iteration 39Q: 3 clusters Score -3117731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3117730.750000 Penalty: 5004.911621
	Iteration 40F: 3 clusters Score -3117731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3117745.000000 Penalty: 5004.911621
	Iteration 41Q: 3 clusters Score -3117745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3117750.250000 Penalty: 5004.911621
	Iteration 42Q: 3 clusters Score -3117750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3117751.500000 Penalty: 5004.911621
	Iteration 43Q: 3 clusters Score -3117752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3117750.000000 Penalty: 5004.911621
	Iteration 44Q: 3 clusters Score -3117750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3117746.500000 Penalty: 5004.911621
	Iteration 45Q: 3 clusters Score -3117746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3117753.000000 Penalty: 5004.911621
	Iteration 46Q: 3 clusters Score -3117753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3117757.250000 Penalty: 5004.911621
	Iteration 47Q: 3 clusters Score -3117757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3117755.750000 Penalty: 5004.911621
	Iteration 48Q: 3 clusters Score -3117756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3117760.750000 Penalty: 5004.911621
	Iteration 49Q: 3 clusters Score -3117761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3117765.500000 Penalty: 5004.911621
	Iteration 50Q: 3 clusters Score -3117766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3117768.250000 Penalty: 5004.911621
	Iteration 51Q: 3 clusters Score -3117768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3117771.250000 Penalty: 5004.911621
	Iteration 52Q: 3 clusters Score -3117771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3117777.250000 Penalty: 5004.911621
	Iteration 53Q: 3 clusters Score -3117777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3117768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3117764.750000 Penalty: 5004.911621
	Iteration 55Q: 3 clusters Score -3117765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3117773.000000 Penalty: 5004.911621
	Iteration 56Q: 3 clusters Score -3117773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3117773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3117773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3117778.000000 Penalty: 5004.911621
	Iteration 59Q: 3 clusters Score -3117778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3117775.250000 Penalty: 5004.911621
	Iteration 60F: 3 clusters Score -3117775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3117776.500000 Penalty: 5004.911621
	Iteration 61Q: 3 clusters Score -3117776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3117795.250000 Penalty: 5004.911621
	Iteration 62Q: 3 clusters Score -3117795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3117789.000000 Penalty: 5004.911621
	Iteration 63Q: 3 clusters Score -3117789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3117788.500000 Penalty: 5004.911621
	Iteration 64Q: 3 clusters Score -3117788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3117787.000000 Penalty: 5004.911621
	Iteration 65Q: 3 clusters Score -3117787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3117795.500000 Penalty: 5004.911621
	Iteration 66Q: 3 clusters Score -3117796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3117792.000000 Penalty: 5004.911621
	Iteration 67Q: 3 clusters Score -3117792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3117791.000000 Penalty: 5004.911621
	Iteration 68Q: 3 clusters Score -3117791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3117785.500000 Penalty: 5004.911621
	Iteration 69Q: 3 clusters Score -3117786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3117790.000000 Penalty: 5004.911621
	Iteration 70Q: 3 clusters Score -3117790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3117791.000000 Penalty: 5004.911621
	Iteration 71Q: 3 clusters Score -3117791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3117790.500000 Penalty: 5004.911621
	Iteration 72Q: 3 clusters Score -3117790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3117791.000000 Penalty: 5004.911621
	Iteration 73Q: 3 clusters Score -3117791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3117793.000000 Penalty: 5004.911621
	Iteration 74Q: 3 clusters Score -3117793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3117789.000000 Penalty: 5004.911621
	Iteration 75Q: 3 clusters Score -3117789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3117791.000000 Penalty: 5004.911621
	Iteration 76Q: 3 clusters Score -3117791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3117790.750000 Penalty: 5004.911621
	Iteration 77Q: 3 clusters Score -3117791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3117793.000000 Penalty: 5004.911621
	Iteration 78Q: 3 clusters Score -3117793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3117792.750000 Penalty: 5004.911621
	Iteration 79Q: 3 clusters Score -3117793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3117794.000000 Penalty: 5004.911621
	Iteration 80F: 3 clusters Score -3117794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3117795.750000 Penalty: 5004.911621
	Iteration 81Q: 3 clusters Score -3117796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3117790.000000 Penalty: 5004.911621
	Iteration 82Q: 3 clusters Score -3117790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3117792.000000 Penalty: 5004.911621
	Iteration 83Q: 3 clusters Score -3117792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3117792.500000 Penalty: 5004.911621
	Iteration 84Q: 3 clusters Score -3117792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3117793.500000 Penalty: 5004.911621
	Iteration 85Q: 3 clusters Score -3117794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3117788.750000 Penalty: 5004.911621
	Iteration 86Q: 3 clusters Score -3117789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3117789.000000 Penalty: 5004.911621
	Iteration 87Q: 3 clusters Score -3117789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3117792.500000 Penalty: 5004.911621
	Iteration 88Q: 3 clusters Score -3117792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3117791.750000 Penalty: 5004.911621
	Iteration 89Q: 3 clusters Score -3117792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3117790.250000 Penalty: 5004.911621
	Iteration 90Q: 3 clusters Score -3117790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3117791.000000 Penalty: 5004.911621
	Iteration 91Q: 3 clusters Score -3117791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3117790.750000 Penalty: 5004.911621
	Iteration 92Q: 3 clusters Score -3117791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3117789.500000 Penalty: 5004.911621
	Iteration 93Q: 3 clusters Score -3117790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3117787.750000 Penalty: 5004.911621
	Iteration 94Q: 3 clusters Score -3117788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3117787.750000 Penalty: 5004.911621
	Iteration 95Q: 3 clusters Score -3117788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3117789.750000 Penalty: 5004.911621
	Iteration 96Q: 3 clusters Score -3117790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3117785.250000 Penalty: 5004.911621
	Iteration 97Q: 3 clusters Score -3117785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3117788.250000 Penalty: 5004.911621
	Iteration 98Q: 3 clusters Score -3117788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3117782.000000 Penalty: 5004.911621
	Iteration 99Q: 3 clusters Score -3117782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3117784.500000 Penalty: 5004.911621
	Iteration 100F: 3 clusters Score -3117784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3117786.500000 Penalty: 5004.911621
	Iteration 101Q: 3 clusters Score -3117786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3117785.750000 Penalty: 5004.911621
	Iteration 102Q: 3 clusters Score -3117786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3117788.250000 Penalty: 5004.911621
	Iteration 103Q: 3 clusters Score -3117788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3117784.500000 Penalty: 5004.911621
	Iteration 104Q: 3 clusters Score -3117784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3117786.500000 Penalty: 5004.911621
	Iteration 105Q: 3 clusters Score -3117786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3117787.000000 Penalty: 5004.911621
	Iteration 106Q: 3 clusters Score -3117787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3117787.000000 Penalty: 5004.911621
	Iteration 107F: 3 clusters Score -3117787 nChanged 0
--- Evaluating fit on full set of 2345756 points ---
Entering Unmasked Estep 
Score: -295955680.000000 Penalty: 72753.867188
22->21 Clusters: Score -295955680.000000, best is -295973888.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 781918 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 35053 members 
Mstep: Class 3 contains 35501 members 
Mstep: Class 4 contains 36019 members 
Mstep: Class 5 contains 35662 members 
Mstep: Class 6 contains 35313 members 
Mstep: Class 7 contains 35595 members 
Mstep: Class 8 contains 35703 members 
Mstep: Class 9 contains 35588 members 
Mstep: Class 10 contains 35439 members 
Mstep: Class 11 contains 35284 members 
Mstep: Class 12 contains 35758 members 
Mstep: Class 13 contains 35897 members 
Mstep: Class 14 contains 35185 members 
Mstep: Class 15 contains 35404 members 
Mstep: Class 16 contains 35588 members 
Mstep: Class 17 contains 35576 members 
Mstep: Class 18 contains 35462 members 
Mstep: Class 19 contains 35286 members 
Mstep: Class 20 contains 35595 members 
Mstep: Class 21 contains 35686 members 
Mstep: Class 22 contains 35771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 620.784363 but Gain 3365.234375
Score: -94795408.000000 Penalty: 70669.984375
Iteration 0F: 22 clusters Score -9.479541e+07 nChanged 743625
Entering Unmasked Mstep 
Mstep: Class 0 contains 2491 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 42252 members 
Mstep: Class 3 contains 25984 members 
Mstep: Class 4 contains 19669 members 
Mstep: Class 5 contains 17369 members 
Mstep: Class 7 contains 35366 members 
Mstep: Class 8 contains 23866 members 
Mstep: Class 9 contains 44143 members 
Mstep: Class 10 contains 47556 members 
Mstep: Class 11 contains 13354 members 
Mstep: Class 12 contains 51147 members 
Mstep: Class 13 contains 46244 members 
Mstep: Class 14 contains 35679 members 
Mstep: Class 15 contains 45053 members 
Mstep: Class 16 contains 33970 members 
Mstep: Class 17 contains 31340 members 
Mstep: Class 18 contains 22839 members 
Mstep: Class 19 contains 23961 members 
Mstep: Class 20 contains 70044 members 
Mstep: Class 21 contains 72366 members 
Mstep: Class 22 contains 38813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96944488.000000 Penalty: 70669.984375
Iteration 1F: 22 clusters Score -9.694449e+07 nChanged 262179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2506 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 49931 members 
Mstep: Class 3 contains 17596 members 
Mstep: Class 4 contains 16367 members 
Mstep: Class 5 contains 13178 members 
Mstep: Class 7 contains 24752 members 
Mstep: Class 8 contains 24944 members 
Mstep: Class 9 contains 48959 members 
Mstep: Class 10 contains 42607 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 53097 members 
Mstep: Class 13 contains 33313 members 
Mstep: Class 14 contains 23878 members 
Mstep: Class 15 contains 49820 members 
Mstep: Class 16 contains 38721 members 
Mstep: Class 17 contains 27595 members 
Mstep: Class 18 contains 23592 members 
Mstep: Class 19 contains 23671 members 
Mstep: Class 20 contains 90511 members 
Mstep: Class 21 contains 102718 members 
Mstep: Class 22 contains 32295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97269928.000000 Penalty: 70669.984375
Iteration 2F: 22 clusters Score -9.726993e+07 nChanged 168620
Entering Unmasked Mstep 
Mstep: Class 0 contains 2460 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 62330 members 
Mstep: Class 3 contains 11804 members 
Mstep: Class 4 contains 13760 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 25083 members 
Mstep: Class 9 contains 52580 members 
Mstep: Class 10 contains 36977 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 56192 members 
Mstep: Class 13 contains 21291 members 
Mstep: Class 14 contains 18297 members 
Mstep: Class 15 contains 49666 members 
Mstep: Class 16 contains 39944 members 
Mstep: Class 17 contains 24955 members 
Mstep: Class 18 contains 20448 members 
Mstep: Class 19 contains 21157 members 
Mstep: Class 20 contains 109298 members 
Mstep: Class 21 contains 129285 members 
Mstep: Class 22 contains 24999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2906.947998 but Gain 3365.242188
Score: -97416088.000000 Penalty: 67304.742188
Iteration 3F: 21 clusters Score -9.741609e+07 nChanged 138511
Entering Unmasked Mstep 
Mstep: Class 0 contains 2406 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 74636 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 11399 members 
Mstep: Class 5 contains 10627 members 
Mstep: Class 7 contains 10371 members 
Mstep: Class 8 contains 24521 members 
Mstep: Class 9 contains 52941 members 
Mstep: Class 10 contains 29590 members 
Mstep: Class 12 contains 59387 members 
Mstep: Class 13 contains 11777 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 47011 members 
Mstep: Class 16 contains 39443 members 
Mstep: Class 17 contains 20191 members 
Mstep: Class 18 contains 15919 members 
Mstep: Class 19 contains 17842 members 
Mstep: Class 20 contains 127749 members 
Mstep: Class 21 contains 158454 members 
Mstep: Class 22 contains 17643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97534864.000000 Penalty: 67304.742188
Iteration 4F: 21 clusters Score -9.753486e+07 nChanged 118659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2287 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 84926 members 
Mstep: Class 3 contains 6947 members 
Mstep: Class 4 contains 9648 members 
Mstep: Class 5 contains 10676 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 23844 members 
Mstep: Class 9 contains 49962 members 
Mstep: Class 10 contains 21335 members 
Mstep: Class 12 contains 59337 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 13245 members 
Mstep: Class 15 contains 41609 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 14425 members 
Mstep: Class 20 contains 144484 members 
Mstep: Class 21 contains 190935 members 
Mstep: Class 22 contains 11872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97635232.000000 Penalty: 67304.742188
Iteration 5F: 21 clusters Score -9.763523e+07 nChanged 111508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2181 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 92625 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 8479 members 
Mstep: Class 5 contains 11387 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 23377 members 
Mstep: Class 9 contains 45034 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 12 contains 55434 members 
Mstep: Class 13 contains 3975 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 34595 members 
Mstep: Class 16 contains 34859 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 11563 members 
Mstep: Class 20 contains 159160 members 
Mstep: Class 21 contains 225101 members 
Mstep: Class 22 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3155.265137 but Gain 3365.234375
Score: -97697424.000000 Penalty: 63939.507812
Iteration 6F: 20 clusters Score -9.769742e+07 nChanged 102266
Entering Unmasked Mstep 
Mstep: Class 0 contains 2112 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 100551 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 7800 members 
Mstep: Class 5 contains 12589 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 23558 members 
Mstep: Class 9 contains 39674 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 13 contains 3395 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 27921 members 
Mstep: Class 16 contains 32385 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 176245 members 
Mstep: Class 21 contains 247348 members 
Mstep: Class 22 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2557.214600 but Gain 3365.238281
Score: -97767984.000000 Penalty: 60574.269531
Iteration 7F: 19 clusters Score -9.776798e+07 nChanged 85028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1523 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 102562 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 13966 members 
Mstep: Class 8 contains 24554 members 
Mstep: Class 9 contains 35385 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 12 contains 46830 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 22251 members 
Mstep: Class 16 contains 30694 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 8231 members 
Mstep: Class 20 contains 198825 members 
Mstep: Class 21 contains 251424 members 
Mstep: Class 22 contains 5046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2744.721191 but Gain 3365.238281
Score: -97884752.000000 Penalty: 57209.031250
Iteration 8F: 18 clusters Score -9.788475e+07 nChanged 79938
Entering Unmasked Mstep 
Mstep: Class 0 contains 523 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 102747 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 15466 members 
Mstep: Class 8 contains 26120 members 
Mstep: Class 9 contains 32672 members 
Mstep: Class 10 contains 3966 members 
Mstep: Class 12 contains 46609 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 9139 members 
Mstep: Class 15 contains 17740 members 
Mstep: Class 16 contains 29833 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 20 contains 222191 members 
Mstep: Class 21 contains 243701 members 
Mstep: Class 22 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2416.399902 but Gain 3365.238281
Score: -98011832.000000 Penalty: 53843.792969
Iteration 9F: 17 clusters Score -9.801183e+07 nChanged 74036
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 101254 members 
Mstep: Class 4 contains 6483 members 
Mstep: Class 5 contains 16856 members 
Mstep: Class 8 contains 28293 members 
Mstep: Class 9 contains 31616 members 
Mstep: Class 10 contains 3109 members 
Mstep: Class 12 contains 49489 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 14 contains 10591 members 
Mstep: Class 15 contains 14459 members 
Mstep: Class 16 contains 29422 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 238892 members 
Mstep: Class 21 contains 233714 members 
Mstep: Class 22 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98062840.000000 Penalty: 53843.792969
Iteration 10F: 17 clusters Score -9.806284e+07 nChanged 59840
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 99374 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 17894 members 
Mstep: Class 8 contains 30400 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 10 contains 2641 members 
Mstep: Class 12 contains 52989 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 28938 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 246978 members 
Mstep: Class 21 contains 226505 members 
Mstep: Class 22 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3251.154785 but Gain 3365.234375
Score: -98089456.000000 Penalty: 50478.558594
Iteration 11F: 16 clusters Score -9.808946e+07 nChanged 50086
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 97917 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 18888 members 
Mstep: Class 8 contains 32584 members 
Mstep: Class 9 contains 31849 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 12 contains 57151 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 11715 members 
Mstep: Class 15 contains 10267 members 
Mstep: Class 16 contains 29101 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 251067 members 
Mstep: Class 21 contains 222768 members 
Mstep: Class 22 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2876.231201 but Gain 3365.238281
Score: -98110272.000000 Penalty: 47113.320312
Iteration 12F: 15 clusters Score -9.811027e+07 nChanged 38124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 95971 members 
Mstep: Class 4 contains 5293 members 
Mstep: Class 5 contains 20006 members 
Mstep: Class 8 contains 34879 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 12 contains 60978 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 12200 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 29829 members 
Mstep: Class 19 contains 4608 members 
Mstep: Class 20 contains 251194 members 
Mstep: Class 21 contains 219523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98124160.000000 Penalty: 47113.320312
Iteration 13Q: 15 clusters Score -9.812416e+07 nChanged 28983
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 94203 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 21173 members 
Mstep: Class 8 contains 37077 members 
Mstep: Class 9 contains 35004 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 12 contains 64316 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 12351 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 30186 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 248823 members 
Mstep: Class 21 contains 216599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98135128.000000 Penalty: 47113.320312
Iteration 14Q: 15 clusters Score -9.813513e+07 nChanged 24725
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 92624 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 22390 members 
Mstep: Class 8 contains 39213 members 
Mstep: Class 9 contains 36716 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 12 contains 67636 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 12484 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 30533 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 245140 members 
Mstep: Class 21 contains 214178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98145016.000000 Penalty: 47113.320312
Iteration 15Q: 15 clusters Score -9.814502e+07 nChanged 22279
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 91094 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 23672 members 
Mstep: Class 8 contains 41299 members 
Mstep: Class 9 contains 38510 members 
Mstep: Class 10 contains 2917 members 
Mstep: Class 12 contains 70968 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 12585 members 
Mstep: Class 15 contains 5956 members 
Mstep: Class 16 contains 30693 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 240607 members 
Mstep: Class 21 contains 212255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98153496.000000 Penalty: 47113.320312
Iteration 16Q: 15 clusters Score -9.81535e+07 nChanged 20917
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 89566 members 
Mstep: Class 4 contains 5143 members 
Mstep: Class 5 contains 25065 members 
Mstep: Class 8 contains 43268 members 
Mstep: Class 9 contains 40301 members 
Mstep: Class 10 contains 3232 members 
Mstep: Class 12 contains 74364 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12688 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 30717 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 235683 members 
Mstep: Class 21 contains 210500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98160776.000000 Penalty: 47113.320312
Iteration 17Q: 15 clusters Score -9.816078e+07 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 88145 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 8 contains 45137 members 
Mstep: Class 9 contains 42050 members 
Mstep: Class 10 contains 3604 members 
Mstep: Class 12 contains 77784 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 30606 members 
Mstep: Class 19 contains 2965 members 
Mstep: Class 20 contains 230581 members 
Mstep: Class 21 contains 208821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98168176.000000 Penalty: 47113.320312
Iteration 18Q: 15 clusters Score -9.816818e+07 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 86772 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 27725 members 
Mstep: Class 8 contains 46845 members 
Mstep: Class 9 contains 43621 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 12 contains 81138 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 30413 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 225541 members 
Mstep: Class 21 contains 207287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3299.500488 but Gain 3365.238281
Score: -98175512.000000 Penalty: 43748.082031
Iteration 19Q: 14 clusters Score -9.817551e+07 nChanged 20099
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 85536 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 29126 members 
Mstep: Class 8 contains 49008 members 
Mstep: Class 9 contains 45205 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 12 contains 84701 members 
Mstep: Class 13 contains 2805 members 
Mstep: Class 14 contains 13058 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 30477 members 
Mstep: Class 20 contains 220897 members 
Mstep: Class 21 contains 206451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98185392.000000 Penalty: 43748.082031
Iteration 20F: 14 clusters Score -9.818539e+07 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 84289 members 
Mstep: Class 4 contains 6213 members 
Mstep: Class 5 contains 30628 members 
Mstep: Class 8 contains 50598 members 
Mstep: Class 9 contains 46554 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 12 contains 87829 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 13207 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 30143 members 
Mstep: Class 20 contains 215804 members 
Mstep: Class 21 contains 204662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98191784.000000 Penalty: 43748.082031
Iteration 21Q: 14 clusters Score -9.819178e+07 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 83056 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 32231 members 
Mstep: Class 8 contains 52038 members 
Mstep: Class 9 contains 47735 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 12 contains 90623 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 13338 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 29791 members 
Mstep: Class 20 contains 211283 members 
Mstep: Class 21 contains 202661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98198280.000000 Penalty: 43748.082031
Iteration 22Q: 14 clusters Score -9.819828e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 81800 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 5 contains 33777 members 
Mstep: Class 8 contains 53260 members 
Mstep: Class 9 contains 48840 members 
Mstep: Class 10 contains 6523 members 
Mstep: Class 12 contains 93244 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 13456 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 29431 members 
Mstep: Class 20 contains 207194 members 
Mstep: Class 21 contains 200681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98203672.000000 Penalty: 43748.082031
Iteration 23Q: 14 clusters Score -9.820367e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 80567 members 
Mstep: Class 4 contains 7780 members 
Mstep: Class 5 contains 35199 members 
Mstep: Class 8 contains 54240 members 
Mstep: Class 9 contains 49817 members 
Mstep: Class 10 contains 7351 members 
Mstep: Class 12 contains 95582 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13549 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 29107 members 
Mstep: Class 20 contains 203506 members 
Mstep: Class 21 contains 198899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98207800.000000 Penalty: 43748.082031
Iteration 24Q: 14 clusters Score -9.82078e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 79416 members 
Mstep: Class 4 contains 8318 members 
Mstep: Class 5 contains 36523 members 
Mstep: Class 8 contains 55123 members 
Mstep: Class 9 contains 50686 members 
Mstep: Class 10 contains 8232 members 
Mstep: Class 12 contains 97489 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13626 members 
Mstep: Class 15 contains 3325 members 
Mstep: Class 16 contains 28783 members 
Mstep: Class 20 contains 200246 members 
Mstep: Class 21 contains 197297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98211448.000000 Penalty: 43748.082031
Iteration 25Q: 14 clusters Score -9.821145e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 78360 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 37681 members 
Mstep: Class 8 contains 55903 members 
Mstep: Class 9 contains 51473 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 12 contains 99023 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13716 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 28520 members 
Mstep: Class 20 contains 197514 members 
Mstep: Class 21 contains 195606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98214384.000000 Penalty: 43748.082031
Iteration 26Q: 14 clusters Score -9.821438e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 77389 members 
Mstep: Class 4 contains 9406 members 
Mstep: Class 5 contains 38701 members 
Mstep: Class 8 contains 56611 members 
Mstep: Class 9 contains 52094 members 
Mstep: Class 10 contains 10236 members 
Mstep: Class 12 contains 100378 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 3123 members 
Mstep: Class 16 contains 28253 members 
Mstep: Class 20 contains 195113 members 
Mstep: Class 21 contains 193979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98217104.000000 Penalty: 43748.082031
Iteration 27Q: 14 clusters Score -9.82171e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 76444 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 39600 members 
Mstep: Class 8 contains 57334 members 
Mstep: Class 9 contains 52617 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 12 contains 101453 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13828 members 
Mstep: Class 15 contains 3011 members 
Mstep: Class 16 contains 28020 members 
Mstep: Class 20 contains 193150 members 
Mstep: Class 21 contains 192438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98220152.000000 Penalty: 43748.082031
Iteration 28Q: 14 clusters Score -9.822015e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 75648 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 5 contains 40411 members 
Mstep: Class 8 contains 57907 members 
Mstep: Class 9 contains 53082 members 
Mstep: Class 10 contains 12431 members 
Mstep: Class 12 contains 102408 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13865 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 27826 members 
Mstep: Class 20 contains 191456 members 
Mstep: Class 21 contains 190829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98222056.000000 Penalty: 43748.082031
Iteration 29Q: 14 clusters Score -9.822206e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 74887 members 
Mstep: Class 4 contains 10675 members 
Mstep: Class 5 contains 41148 members 
Mstep: Class 8 contains 58400 members 
Mstep: Class 9 contains 53472 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 12 contains 103136 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13911 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 27646 members 
Mstep: Class 20 contains 189925 members 
Mstep: Class 21 contains 189420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98224360.000000 Penalty: 43748.082031
Iteration 30Q: 14 clusters Score -9.822436e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 74161 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 41831 members 
Mstep: Class 8 contains 58859 members 
Mstep: Class 9 contains 53847 members 
Mstep: Class 10 contains 14938 members 
Mstep: Class 12 contains 103729 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 27522 members 
Mstep: Class 20 contains 188510 members 
Mstep: Class 21 contains 188024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98226088.000000 Penalty: 43748.082031
Iteration 31Q: 14 clusters Score -9.822609e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 73525 members 
Mstep: Class 4 contains 11260 members 
Mstep: Class 5 contains 42426 members 
Mstep: Class 8 contains 59244 members 
Mstep: Class 9 contains 54163 members 
Mstep: Class 10 contains 16208 members 
Mstep: Class 12 contains 104154 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 2625 members 
Mstep: Class 16 contains 27398 members 
Mstep: Class 20 contains 187424 members 
Mstep: Class 21 contains 186696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98227224.000000 Penalty: 43748.082031
Iteration 32Q: 14 clusters Score -9.822722e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 72933 members 
Mstep: Class 4 contains 11495 members 
Mstep: Class 5 contains 42934 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 54416 members 
Mstep: Class 10 contains 17447 members 
Mstep: Class 12 contains 104364 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13954 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 27271 members 
Mstep: Class 20 contains 186518 members 
Mstep: Class 21 contains 185559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98228240.000000 Penalty: 43748.082031
Iteration 33Q: 14 clusters Score -9.822824e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 72358 members 
Mstep: Class 4 contains 11678 members 
Mstep: Class 5 contains 43388 members 
Mstep: Class 8 contains 59919 members 
Mstep: Class 9 contains 54623 members 
Mstep: Class 10 contains 18671 members 
Mstep: Class 12 contains 104496 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 13956 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 27155 members 
Mstep: Class 20 contains 185788 members 
Mstep: Class 21 contains 184550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98229960.000000 Penalty: 43748.082031
Iteration 34Q: 14 clusters Score -9.822996e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 71871 members 
Mstep: Class 4 contains 11849 members 
Mstep: Class 5 contains 43769 members 
Mstep: Class 8 contains 60178 members 
Mstep: Class 9 contains 54788 members 
Mstep: Class 10 contains 19788 members 
Mstep: Class 12 contains 104528 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 13950 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 27040 members 
Mstep: Class 20 contains 185196 members 
Mstep: Class 21 contains 183680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3304.050293 but Gain 3365.234375
Score: -98231184.000000 Penalty: 40382.847656
Iteration 35Q: 13 clusters Score -9.823118e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 71456 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 44187 members 
Mstep: Class 8 contains 60655 members 
Mstep: Class 9 contains 55000 members 
Mstep: Class 10 contains 20725 members 
Mstep: Class 12 contains 104675 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 16 contains 26931 members 
Mstep: Class 20 contains 185894 members 
Mstep: Class 21 contains 183529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98234968.000000 Penalty: 40382.847656
Iteration 36Q: 13 clusters Score -9.823497e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 70932 members 
Mstep: Class 4 contains 12208 members 
Mstep: Class 5 contains 44491 members 
Mstep: Class 8 contains 60850 members 
Mstep: Class 9 contains 55058 members 
Mstep: Class 10 contains 21604 members 
Mstep: Class 12 contains 104420 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 16 contains 26847 members 
Mstep: Class 20 contains 185861 members 
Mstep: Class 21 contains 182862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98235976.000000 Penalty: 40382.847656
Iteration 37Q: 13 clusters Score -9.823598e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 70518 members 
Mstep: Class 4 contains 12331 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 8 contains 61051 members 
Mstep: Class 9 contains 55089 members 
Mstep: Class 10 contains 22414 members 
Mstep: Class 12 contains 104120 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 13911 members 
Mstep: Class 16 contains 26767 members 
Mstep: Class 20 contains 185672 members 
Mstep: Class 21 contains 182401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98236736.000000 Penalty: 40382.847656
Iteration 38Q: 13 clusters Score -9.823674e+07 nChanged 4940
Entering ConstructFrom: 
Score: -98236736.000000 Penalty: 40382.847656
Entering ConstructFrom: 
Trying to split cluster 2 (70184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Entering Unmasked Estep 
Score: -8717343.000000 Penalty: 2767.401123
	Iteration 0F: 2 clusters Score -8717343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -8669906.000000 Penalty: 5534.802246
	Iteration 0F: 3 clusters Score -8669906 nChanged 33004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8688630.000000 Penalty: 5534.802246
	Iteration 1F: 3 clusters Score -8688630 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -8689260.000000 Penalty: 5534.802246
	Iteration 2Q: 3 clusters Score -8689260 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -8689929.000000 Penalty: 5534.802246
	Iteration 3Q: 3 clusters Score -8689929 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -8690630.000000 Penalty: 5534.802246
	Iteration 4Q: 3 clusters Score -8690630 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -8691339.000000 Penalty: 5534.802246
	Iteration 5Q: 3 clusters Score -8691339 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -8692196.000000 Penalty: 5534.802246
	Iteration 6Q: 3 clusters Score -8692196 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -8693705.000000 Penalty: 5534.802246
	Iteration 7Q: 3 clusters Score -8693705 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -8696211.000000 Penalty: 5534.802246
	Iteration 8F: 3 clusters Score -8696211 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -8701305.000000 Penalty: 5534.802246
	Iteration 9F: 3 clusters Score -8701305 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -8708952.000000 Penalty: 5534.802246
	Iteration 10F: 3 clusters Score -8708952 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -8716153.000000 Penalty: 5534.802246
	Iteration 11F: 3 clusters Score -8716153 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -8720288.000000 Penalty: 5534.802246
	Iteration 12F: 3 clusters Score -8720288 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -8722071.000000 Penalty: 5534.802246
	Iteration 13Q: 3 clusters Score -8722071 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8722529.000000 Penalty: 5534.802246
	Iteration 14Q: 3 clusters Score -8722529 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8722645.000000 Penalty: 5534.802246
	Iteration 15Q: 3 clusters Score -8722645 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8722718.000000 Penalty: 5534.802246
	Iteration 16Q: 3 clusters Score -8722718 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8722765.000000 Penalty: 5534.802246
	Iteration 17Q: 3 clusters Score -8722765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8722769.000000 Penalty: 5534.802246
	Iteration 18Q: 3 clusters Score -8722769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8722769.000000 Penalty: 5534.802246
	Iteration 19Q: 3 clusters Score -8722769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -8722783.000000 Penalty: 5534.802246
	Iteration 20F: 3 clusters Score -8722783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8722797.000000 Penalty: 5534.802246
	Iteration 21Q: 3 clusters Score -8722797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8722799.000000 Penalty: 5534.802246
	Iteration 22Q: 3 clusters Score -8722799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8722809.000000 Penalty: 5534.802246
	Iteration 23Q: 3 clusters Score -8722809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -8722816.000000 Penalty: 5534.802246
	Iteration 24Q: 3 clusters Score -8722816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8722814.000000 Penalty: 5534.802246
	Iteration 25Q: 3 clusters Score -8722814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -8722823.000000 Penalty: 5534.802246
	Iteration 26Q: 3 clusters Score -8722823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8722820.000000 Penalty: 5534.802246
	Iteration 27Q: 3 clusters Score -8722820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8722825.000000 Penalty: 5534.802246
	Iteration 28Q: 3 clusters Score -8722825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8722816.000000 Penalty: 5534.802246
	Iteration 29Q: 3 clusters Score -8722816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8722808.000000 Penalty: 5534.802246
	Iteration 30Q: 3 clusters Score -8722808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8722804.000000 Penalty: 5534.802246
	Iteration 31Q: 3 clusters Score -8722804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8722811.000000 Penalty: 5534.802246
	Iteration 32Q: 3 clusters Score -8722811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8722804.000000 Penalty: 5534.802246
	Iteration 33Q: 3 clusters Score -8722804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8722804.000000 Penalty: 5534.802246
	Iteration 34F: 3 clusters Score -8722804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 65890 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 45053 members 
Mstep: Class 8 contains 61226 members 
Mstep: Class 9 contains 55144 members 
Mstep: Class 10 contains 23151 members 
Mstep: Class 12 contains 103735 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 16 contains 26679 members 
Mstep: Class 20 contains 185616 members 
Mstep: Class 21 contains 181941 members 
Entering Unmasked Estep 
Score: -98241480.000000 Penalty: 43748.082031
Splitting cluster 2 changes total score from -98236736.000000 to -98241480.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1619470.625000 Penalty: 2338.350586
	Iteration 0F: 2 clusters Score -1619471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1610335.625000 Penalty: 4676.701172
	Iteration 0F: 3 clusters Score -1610336 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1613135.375000 Penalty: 4676.701172
	Iteration 1F: 3 clusters Score -1613135 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1613385.875000 Penalty: 4676.701172
	Iteration 2F: 3 clusters Score -1613386 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1613582.250000 Penalty: 4676.701172
	Iteration 3Q: 3 clusters Score -1613582 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1613769.875000 Penalty: 4676.701172
	Iteration 4Q: 3 clusters Score -1613770 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1613970.375000 Penalty: 4676.701172
	Iteration 5Q: 3 clusters Score -1613970 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1614238.875000 Penalty: 4676.701172
	Iteration 6Q: 3 clusters Score -1614239 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1614577.125000 Penalty: 4676.701172
	Iteration 7Q: 3 clusters Score -1614577 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1615010.250000 Penalty: 4676.701172
	Iteration 8F: 3 clusters Score -1615010 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1615503.250000 Penalty: 4676.701172
	Iteration 9F: 3 clusters Score -1615503 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1616021.375000 Penalty: 4676.701172
	Iteration 10Q: 3 clusters Score -1616021 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1616432.750000 Penalty: 4676.701172
	Iteration 11Q: 3 clusters Score -1616433 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1616748.750000 Penalty: 4676.701172
	Iteration 12Q: 3 clusters Score -1616749 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1616996.625000 Penalty: 4676.701172
	Iteration 13Q: 3 clusters Score -1616997 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1617157.875000 Penalty: 4676.701172
	Iteration 14Q: 3 clusters Score -1617158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1617243.750000 Penalty: 4676.701172
	Iteration 15Q: 3 clusters Score -1617244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1617293.250000 Penalty: 4676.701172
	Iteration 16Q: 3 clusters Score -1617293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1617333.000000 Penalty: 4676.701172
	Iteration 17Q: 3 clusters Score -1617333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1617358.625000 Penalty: 4676.701172
	Iteration 18Q: 3 clusters Score -1617359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1617376.000000 Penalty: 4676.701172
	Iteration 19Q: 3 clusters Score -1617376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1617389.000000 Penalty: 4676.701172
	Iteration 20F: 3 clusters Score -1617389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1617398.750000 Penalty: 4676.701172
	Iteration 21Q: 3 clusters Score -1617399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1617410.250000 Penalty: 4676.701172
	Iteration 22Q: 3 clusters Score -1617410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1617416.000000 Penalty: 4676.701172
	Iteration 23Q: 3 clusters Score -1617416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1617421.125000 Penalty: 4676.701172
	Iteration 24Q: 3 clusters Score -1617421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1617427.250000 Penalty: 4676.701172
	Iteration 25Q: 3 clusters Score -1617427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1617429.500000 Penalty: 4676.701172
	Iteration 26Q: 3 clusters Score -1617430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1617428.625000 Penalty: 4676.701172
	Iteration 27Q: 3 clusters Score -1617429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1617429.250000 Penalty: 4676.701172
	Iteration 28Q: 3 clusters Score -1617429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1617429.250000 Penalty: 4676.701172
	Iteration 29F: 3 clusters Score -1617429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Entering Unmasked Estep 
Score: -5831807.000000 Penalty: 2657.467529
	Iteration 0F: 2 clusters Score -5831807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5801295.000000 Penalty: 5314.935059
	Iteration 0F: 3 clusters Score -5801295 nChanged 20787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5812780.000000 Penalty: 5314.935059
	Iteration 1F: 3 clusters Score -5812780 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -5813264.000000 Penalty: 5314.935059
	Iteration 2Q: 3 clusters Score -5813264 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5813716.000000 Penalty: 5314.935059
	Iteration 3Q: 3 clusters Score -5813716 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -5814286.500000 Penalty: 5314.935059
	Iteration 4Q: 3 clusters Score -5814286 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5815022.500000 Penalty: 5314.935059
	Iteration 5Q: 3 clusters Score -5815022 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5816133.000000 Penalty: 5314.935059
	Iteration 6Q: 3 clusters Score -5816133 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -5817682.000000 Penalty: 5314.935059
	Iteration 7F: 3 clusters Score -5817682 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5819930.500000 Penalty: 5314.935059
	Iteration 8F: 3 clusters Score -5819930 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -5822665.500000 Penalty: 5314.935059
	Iteration 9F: 3 clusters Score -5822666 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -5825326.000000 Penalty: 5314.935059
	Iteration 10F: 3 clusters Score -5825326 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5827132.000000 Penalty: 5314.935059
	Iteration 11Q: 3 clusters Score -5827132 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5828256.500000 Penalty: 5314.935059
	Iteration 12Q: 3 clusters Score -5828256 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5828916.000000 Penalty: 5314.935059
	Iteration 13Q: 3 clusters Score -5828916 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5829272.000000 Penalty: 5314.935059
	Iteration 14Q: 3 clusters Score -5829272 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5829437.500000 Penalty: 5314.935059
	Iteration 15Q: 3 clusters Score -5829438 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -5829538.500000 Penalty: 5314.935059
	Iteration 16Q: 3 clusters Score -5829538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5829599.500000 Penalty: 5314.935059
	Iteration 17Q: 3 clusters Score -5829600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -5829633.500000 Penalty: 5314.935059
	Iteration 18Q: 3 clusters Score -5829634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5829651.000000 Penalty: 5314.935059
	Iteration 19Q: 3 clusters Score -5829651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5829668.000000 Penalty: 5314.935059
	Iteration 20F: 3 clusters Score -5829668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -5829680.000000 Penalty: 5314.935059
	Iteration 21Q: 3 clusters Score -5829680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -5829685.000000 Penalty: 5314.935059
	Iteration 22Q: 3 clusters Score -5829685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5829685.500000 Penalty: 5314.935059
	Iteration 23Q: 3 clusters Score -5829686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5829687.500000 Penalty: 5314.935059
	Iteration 24Q: 3 clusters Score -5829688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5829691.000000 Penalty: 5314.935059
	Iteration 25Q: 3 clusters Score -5829691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5829691.500000 Penalty: 5314.935059
	Iteration 26Q: 3 clusters Score -5829692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -5829687.500000 Penalty: 5314.935059
	Iteration 27Q: 3 clusters Score -5829688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5829686.000000 Penalty: 5314.935059
	Iteration 28Q: 3 clusters Score -5829686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5829690.500000 Penalty: 5314.935059
	Iteration 29Q: 3 clusters Score -5829690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -5829693.000000 Penalty: 5314.935059
	Iteration 30Q: 3 clusters Score -5829693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -5829691.500000 Penalty: 5314.935059
	Iteration 31Q: 3 clusters Score -5829692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5829689.000000 Penalty: 5314.935059
	Iteration 32Q: 3 clusters Score -5829689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -5829691.000000 Penalty: 5314.935059
	Iteration 33Q: 3 clusters Score -5829691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -5829698.000000 Penalty: 5314.935059
	Iteration 34Q: 3 clusters Score -5829698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5829694.500000 Penalty: 5314.935059
	Iteration 35Q: 3 clusters Score -5829694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5829694.000000 Penalty: 5314.935059
	Iteration 36Q: 3 clusters Score -5829694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5829694.000000 Penalty: 5314.935059
	Iteration 37F: 3 clusters Score -5829694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Entering Unmasked Estep 
Score: -7887323.500000 Penalty: 2733.537109
	Iteration 0F: 2 clusters Score -7887324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -7846040.000000 Penalty: 5467.074219
	Iteration 0F: 3 clusters Score -7846040 nChanged 28546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -7861944.500000 Penalty: 5467.074219
	Iteration 1F: 3 clusters Score -7861944 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -7862480.500000 Penalty: 5467.074219
	Iteration 2Q: 3 clusters Score -7862480 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -7862966.000000 Penalty: 5467.074219
	Iteration 3Q: 3 clusters Score -7862966 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -7863442.500000 Penalty: 5467.074219
	Iteration 4Q: 3 clusters Score -7863442 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -7864003.000000 Penalty: 5467.074219
	Iteration 5Q: 3 clusters Score -7864003 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -7864698.500000 Penalty: 5467.074219
	Iteration 6Q: 3 clusters Score -7864698 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -7865591.000000 Penalty: 5467.074219
	Iteration 7Q: 3 clusters Score -7865591 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7866853.500000 Penalty: 5467.074219
	Iteration 8Q: 3 clusters Score -7866854 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -7868686.000000 Penalty: 5467.074219
	Iteration 9Q: 3 clusters Score -7868686 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -7871000.000000 Penalty: 5467.074219
	Iteration 10F: 3 clusters Score -7871000 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -7873792.000000 Penalty: 5467.074219
	Iteration 11F: 3 clusters Score -7873792 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -7876597.000000 Penalty: 5467.074219
	Iteration 12F: 3 clusters Score -7876597 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7879002.000000 Penalty: 5467.074219
	Iteration 13Q: 3 clusters Score -7879002 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -7880903.000000 Penalty: 5467.074219
	Iteration 14Q: 3 clusters Score -7880903 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -7882204.500000 Penalty: 5467.074219
	Iteration 15Q: 3 clusters Score -7882204 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -7883096.000000 Penalty: 5467.074219
	Iteration 16Q: 3 clusters Score -7883096 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -7883715.000000 Penalty: 5467.074219
	Iteration 17Q: 3 clusters Score -7883715 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -7884114.500000 Penalty: 5467.074219
	Iteration 18Q: 3 clusters Score -7884114 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7884419.000000 Penalty: 5467.074219
	Iteration 19Q: 3 clusters Score -7884419 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -7884592.500000 Penalty: 5467.074219
	Iteration 20F: 3 clusters Score -7884592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -7884719.000000 Penalty: 5467.074219
	Iteration 21Q: 3 clusters Score -7884719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -7884806.000000 Penalty: 5467.074219
	Iteration 22Q: 3 clusters Score -7884806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -7884845.000000 Penalty: 5467.074219
	Iteration 23Q: 3 clusters Score -7884845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -7884881.000000 Penalty: 5467.074219
	Iteration 24Q: 3 clusters Score -7884881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -7884907.500000 Penalty: 5467.074219
	Iteration 25Q: 3 clusters Score -7884908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -7884930.000000 Penalty: 5467.074219
	Iteration 26Q: 3 clusters Score -7884930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7884951.500000 Penalty: 5467.074219
	Iteration 27Q: 3 clusters Score -7884952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -7884962.500000 Penalty: 5467.074219
	Iteration 28Q: 3 clusters Score -7884962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -7884971.000000 Penalty: 5467.074219
	Iteration 29Q: 3 clusters Score -7884971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -7884983.500000 Penalty: 5467.074219
	Iteration 30Q: 3 clusters Score -7884984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7884995.000000 Penalty: 5467.074219
	Iteration 31Q: 3 clusters Score -7884995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7885003.500000 Penalty: 5467.074219
	Iteration 32Q: 3 clusters Score -7885004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7885022.000000 Penalty: 5467.074219
	Iteration 33Q: 3 clusters Score -7885022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -7885039.000000 Penalty: 5467.074219
	Iteration 34Q: 3 clusters Score -7885039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -7885045.000000 Penalty: 5467.074219
	Iteration 35Q: 3 clusters Score -7885045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -7885055.500000 Penalty: 5467.074219
	Iteration 36Q: 3 clusters Score -7885056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7885063.500000 Penalty: 5467.074219
	Iteration 37Q: 3 clusters Score -7885064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -7885068.000000 Penalty: 5467.074219
	Iteration 38Q: 3 clusters Score -7885068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -7885067.500000 Penalty: 5467.074219
	Iteration 39Q: 3 clusters Score -7885068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -7885067.500000 Penalty: 5467.074219
	Iteration 40F: 3 clusters Score -7885068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Entering Unmasked Estep 
Score: -7104530.000000 Penalty: 2707.590576
	Iteration 0F: 2 clusters Score -7104530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -7067238.000000 Penalty: 5415.181152
	Iteration 0F: 3 clusters Score -7067238 nChanged 25649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7081613.500000 Penalty: 5415.181152
	Iteration 1F: 3 clusters Score -7081614 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -7082287.500000 Penalty: 5415.181152
	Iteration 2Q: 3 clusters Score -7082288 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -7083047.500000 Penalty: 5415.181152
	Iteration 3Q: 3 clusters Score -7083048 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -7084156.500000 Penalty: 5415.181152
	Iteration 4Q: 3 clusters Score -7084156 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7085869.000000 Penalty: 5415.181152
	Iteration 5F: 3 clusters Score -7085869 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -7088665.500000 Penalty: 5415.181152
	Iteration 6F: 3 clusters Score -7088666 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -7092331.000000 Penalty: 5415.181152
	Iteration 7F: 3 clusters Score -7092331 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -7096209.500000 Penalty: 5415.181152
	Iteration 8F: 3 clusters Score -7096210 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -7099167.000000 Penalty: 5415.181152
	Iteration 9F: 3 clusters Score -7099167 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7100885.500000 Penalty: 5415.181152
	Iteration 10Q: 3 clusters Score -7100886 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -7101552.500000 Penalty: 5415.181152
	Iteration 11Q: 3 clusters Score -7101552 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -7101833.500000 Penalty: 5415.181152
	Iteration 12Q: 3 clusters Score -7101834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -7101968.500000 Penalty: 5415.181152
	Iteration 13Q: 3 clusters Score -7101968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -7102036.000000 Penalty: 5415.181152
	Iteration 14Q: 3 clusters Score -7102036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7102074.500000 Penalty: 5415.181152
	Iteration 15Q: 3 clusters Score -7102074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -7102099.000000 Penalty: 5415.181152
	Iteration 16Q: 3 clusters Score -7102099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7102125.500000 Penalty: 5415.181152
	Iteration 17Q: 3 clusters Score -7102126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7102148.500000 Penalty: 5415.181152
	Iteration 18Q: 3 clusters Score -7102148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -7102166.500000 Penalty: 5415.181152
	Iteration 19Q: 3 clusters Score -7102166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -7102183.500000 Penalty: 5415.181152
	Iteration 20F: 3 clusters Score -7102184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -7102185.500000 Penalty: 5415.181152
	Iteration 21Q: 3 clusters Score -7102186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7102197.000000 Penalty: 5415.181152
	Iteration 22Q: 3 clusters Score -7102197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -7102208.500000 Penalty: 5415.181152
	Iteration 23Q: 3 clusters Score -7102208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -7102217.000000 Penalty: 5415.181152
	Iteration 24Q: 3 clusters Score -7102217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -7102224.000000 Penalty: 5415.181152
	Iteration 25Q: 3 clusters Score -7102224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -7102216.500000 Penalty: 5415.181152
	Iteration 26Q: 3 clusters Score -7102216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -7102226.500000 Penalty: 5415.181152
	Iteration 27Q: 3 clusters Score -7102226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -7102233.000000 Penalty: 5415.181152
	Iteration 28Q: 3 clusters Score -7102233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -7102223.500000 Penalty: 5415.181152
	Iteration 29Q: 3 clusters Score -7102224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7102227.500000 Penalty: 5415.181152
	Iteration 30Q: 3 clusters Score -7102228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -7102225.000000 Penalty: 5415.181152
	Iteration 31Q: 3 clusters Score -7102225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7102228.500000 Penalty: 5415.181152
	Iteration 32Q: 3 clusters Score -7102228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7102228.500000 Penalty: 5415.181152
	Iteration 33F: 3 clusters Score -7102228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Entering Unmasked Estep 
Score: -3014049.250000 Penalty: 2492.348633
	Iteration 0F: 2 clusters Score -3014049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2998070.750000 Penalty: 4984.697266
	Iteration 0F: 3 clusters Score -2998071 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3003408.250000 Penalty: 4984.697266
	Iteration 1F: 3 clusters Score -3003408 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3003749.500000 Penalty: 4984.697266
	Iteration 2Q: 3 clusters Score -3003750 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3003992.750000 Penalty: 4984.697266
	Iteration 3Q: 3 clusters Score -3003993 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3004222.500000 Penalty: 4984.697266
	Iteration 4Q: 3 clusters Score -3004222 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3004477.000000 Penalty: 4984.697266
	Iteration 5Q: 3 clusters Score -3004477 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3004766.250000 Penalty: 4984.697266
	Iteration 6Q: 3 clusters Score -3004766 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3005105.750000 Penalty: 4984.697266
	Iteration 7Q: 3 clusters Score -3005106 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3005469.500000 Penalty: 4984.697266
	Iteration 8Q: 3 clusters Score -3005470 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3005898.000000 Penalty: 4984.697266
	Iteration 9Q: 3 clusters Score -3005898 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3006399.250000 Penalty: 4984.697266
	Iteration 10Q: 3 clusters Score -3006399 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3007002.750000 Penalty: 4984.697266
	Iteration 11Q: 3 clusters Score -3007003 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3007673.000000 Penalty: 4984.697266
	Iteration 12Q: 3 clusters Score -3007673 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3008356.750000 Penalty: 4984.697266
	Iteration 13Q: 3 clusters Score -3008357 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3008893.750000 Penalty: 4984.697266
	Iteration 14Q: 3 clusters Score -3008894 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3009160.000000 Penalty: 4984.697266
	Iteration 15Q: 3 clusters Score -3009160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3009270.750000 Penalty: 4984.697266
	Iteration 16Q: 3 clusters Score -3009271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3009318.750000 Penalty: 4984.697266
	Iteration 17Q: 3 clusters Score -3009319 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -3009359.500000 Penalty: 4984.697266
	Iteration 18Q: 3 clusters Score -3009360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3009399.250000 Penalty: 4984.697266
	Iteration 19Q: 3 clusters Score -3009399 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3009414.250000 Penalty: 4984.697266
	Iteration 20F: 3 clusters Score -3009414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3009446.750000 Penalty: 4984.697266
	Iteration 21Q: 3 clusters Score -3009447 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3009471.500000 Penalty: 4984.697266
	Iteration 22Q: 3 clusters Score -3009472 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3009494.000000 Penalty: 4984.697266
	Iteration 23Q: 3 clusters Score -3009494 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3009502.500000 Penalty: 4984.697266
	Iteration 24Q: 3 clusters Score -3009502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3009515.750000 Penalty: 4984.697266
	Iteration 25Q: 3 clusters Score -3009516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3009544.500000 Penalty: 4984.697266
	Iteration 26Q: 3 clusters Score -3009544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3009565.000000 Penalty: 4984.697266
	Iteration 27Q: 3 clusters Score -3009565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3009567.500000 Penalty: 4984.697266
	Iteration 28Q: 3 clusters Score -3009568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3009587.500000 Penalty: 4984.697266
	Iteration 29Q: 3 clusters Score -3009588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3009610.250000 Penalty: 4984.697266
	Iteration 30Q: 3 clusters Score -3009610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3009624.250000 Penalty: 4984.697266
	Iteration 31Q: 3 clusters Score -3009624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3009634.250000 Penalty: 4984.697266
	Iteration 32Q: 3 clusters Score -3009634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3009646.000000 Penalty: 4984.697266
	Iteration 33Q: 3 clusters Score -3009646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3009654.500000 Penalty: 4984.697266
	Iteration 34Q: 3 clusters Score -3009654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3009653.750000 Penalty: 4984.697266
	Iteration 35Q: 3 clusters Score -3009654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3009661.500000 Penalty: 4984.697266
	Iteration 36Q: 3 clusters Score -3009662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3009675.000000 Penalty: 4984.697266
	Iteration 37Q: 3 clusters Score -3009675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3009674.250000 Penalty: 4984.697266
	Iteration 38Q: 3 clusters Score -3009674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -3009685.500000 Penalty: 4984.697266
	Iteration 39Q: 3 clusters Score -3009686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3009685.750000 Penalty: 4984.697266
	Iteration 40F: 3 clusters Score -3009686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3009691.000000 Penalty: 4984.697266
	Iteration 41Q: 3 clusters Score -3009691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3009689.250000 Penalty: 4984.697266
	Iteration 42Q: 3 clusters Score -3009689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3009705.500000 Penalty: 4984.697266
	Iteration 43Q: 3 clusters Score -3009706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3009703.750000 Penalty: 4984.697266
	Iteration 44Q: 3 clusters Score -3009704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3009711.000000 Penalty: 4984.697266
	Iteration 45Q: 3 clusters Score -3009711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3009723.500000 Penalty: 4984.697266
	Iteration 46Q: 3 clusters Score -3009724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3009724.000000 Penalty: 4984.697266
	Iteration 47Q: 3 clusters Score -3009724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3009718.750000 Penalty: 4984.697266
	Iteration 48Q: 3 clusters Score -3009719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3009721.500000 Penalty: 4984.697266
	Iteration 49Q: 3 clusters Score -3009722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3009722.500000 Penalty: 4984.697266
	Iteration 50Q: 3 clusters Score -3009722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3009727.500000 Penalty: 4984.697266
	Iteration 51Q: 3 clusters Score -3009728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3009720.000000 Penalty: 4984.697266
	Iteration 52Q: 3 clusters Score -3009720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3009727.250000 Penalty: 4984.697266
	Iteration 53Q: 3 clusters Score -3009727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3009731.500000 Penalty: 4984.697266
	Iteration 54Q: 3 clusters Score -3009732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3009736.000000 Penalty: 4984.697266
	Iteration 55Q: 3 clusters Score -3009736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3009734.750000 Penalty: 4984.697266
	Iteration 56Q: 3 clusters Score -3009735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3009737.000000 Penalty: 4984.697266
	Iteration 57Q: 3 clusters Score -3009737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3009739.000000 Penalty: 4984.697266
	Iteration 58Q: 3 clusters Score -3009739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3009739.500000 Penalty: 4984.697266
	Iteration 59Q: 3 clusters Score -3009740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3009744.250000 Penalty: 4984.697266
	Iteration 60F: 3 clusters Score -3009744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3009740.250000 Penalty: 4984.697266
	Iteration 61Q: 3 clusters Score -3009740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3009741.250000 Penalty: 4984.697266
	Iteration 62Q: 3 clusters Score -3009741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3009743.000000 Penalty: 4984.697266
	Iteration 63Q: 3 clusters Score -3009743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3009743.750000 Penalty: 4984.697266
	Iteration 64Q: 3 clusters Score -3009744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3009739.250000 Penalty: 4984.697266
	Iteration 65Q: 3 clusters Score -3009739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3009744.000000 Penalty: 4984.697266
	Iteration 66Q: 3 clusters Score -3009744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3009742.000000 Penalty: 4984.697266
	Iteration 67Q: 3 clusters Score -3009742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3009740.000000 Penalty: 4984.697266
	Iteration 68Q: 3 clusters Score -3009740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3009739.250000 Penalty: 4984.697266
	Iteration 69Q: 3 clusters Score -3009739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3009740.500000 Penalty: 4984.697266
	Iteration 70Q: 3 clusters Score -3009740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3009738.750000 Penalty: 4984.697266
	Iteration 71Q: 3 clusters Score -3009739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3009738.750000 Penalty: 4984.697266
	Iteration 72F: 3 clusters Score -3009739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Entering Unmasked Estep 
Score: -13292302.000000 Penalty: 2864.299561
	Iteration 0F: 2 clusters Score -1.32923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -13222625.000000 Penalty: 5728.599121
	Iteration 0F: 3 clusters Score -1.322262e+07 nChanged 49298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -13251607.000000 Penalty: 5728.599121
	Iteration 1F: 3 clusters Score -1.325161e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -13253179.000000 Penalty: 5728.599121
	Iteration 2Q: 3 clusters Score -1.325318e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -13255842.000000 Penalty: 5728.599121
	Iteration 3F: 3 clusters Score -1.325584e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -13260136.000000 Penalty: 5728.599121
	Iteration 4F: 3 clusters Score -1.326014e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -13266555.000000 Penalty: 5728.599121
	Iteration 5F: 3 clusters Score -1.326656e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -13274426.000000 Penalty: 5728.599121
	Iteration 6F: 3 clusters Score -1.327443e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -13281469.000000 Penalty: 5728.599121
	Iteration 7F: 3 clusters Score -1.328147e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -13285003.000000 Penalty: 5728.599121
	Iteration 8Q: 3 clusters Score -1.3285e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -13286329.000000 Penalty: 5728.599121
	Iteration 9Q: 3 clusters Score -1.328633e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -13287014.000000 Penalty: 5728.599121
	Iteration 10Q: 3 clusters Score -1.328701e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -13287384.000000 Penalty: 5728.599121
	Iteration 11Q: 3 clusters Score -1.328738e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -13287637.000000 Penalty: 5728.599121
	Iteration 12Q: 3 clusters Score -1.328764e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -13287915.000000 Penalty: 5728.599121
	Iteration 13Q: 3 clusters Score -1.328792e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 92596 members 
Entering Unmasked Estep 
Score: -13288202.000000 Penalty: 5728.599121
	Iteration 14Q: 3 clusters Score -1.32882e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -13288437.000000 Penalty: 5728.599121
	Iteration 15Q: 3 clusters Score -1.328844e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -13288715.000000 Penalty: 5728.599121
	Iteration 16Q: 3 clusters Score -1.328872e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 94698 members 
Entering Unmasked Estep 
Score: -13288928.000000 Penalty: 5728.599121
	Iteration 17Q: 3 clusters Score -1.328893e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -13289060.000000 Penalty: 5728.599121
	Iteration 18Q: 3 clusters Score -1.328906e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -13289219.000000 Penalty: 5728.599121
	Iteration 19Q: 3 clusters Score -1.328922e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -13289402.000000 Penalty: 5728.599121
	Iteration 20F: 3 clusters Score -1.32894e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -13289524.000000 Penalty: 5728.599121
	Iteration 21Q: 3 clusters Score -1.328952e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -13289671.000000 Penalty: 5728.599121
	Iteration 22Q: 3 clusters Score -1.328967e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -13289763.000000 Penalty: 5728.599121
	Iteration 23Q: 3 clusters Score -1.328976e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -13289843.000000 Penalty: 5728.599121
	Iteration 24Q: 3 clusters Score -1.328984e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -13289948.000000 Penalty: 5728.599121
	Iteration 25Q: 3 clusters Score -1.328995e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -13289997.000000 Penalty: 5728.599121
	Iteration 26Q: 3 clusters Score -1.329e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -13290019.000000 Penalty: 5728.599121
	Iteration 27Q: 3 clusters Score -1.329002e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -13290048.000000 Penalty: 5728.599121
	Iteration 28Q: 3 clusters Score -1.329005e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -13290104.000000 Penalty: 5728.599121
	Iteration 29Q: 3 clusters Score -1.32901e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -13290142.000000 Penalty: 5728.599121
	Iteration 30Q: 3 clusters Score -1.329014e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -13290161.000000 Penalty: 5728.599121
	Iteration 31Q: 3 clusters Score -1.329016e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -13290224.000000 Penalty: 5728.599121
	Iteration 32Q: 3 clusters Score -1.329022e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -13290248.000000 Penalty: 5728.599121
	Iteration 33Q: 3 clusters Score -1.329025e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -13290284.000000 Penalty: 5728.599121
	Iteration 34Q: 3 clusters Score -1.329028e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -13290319.000000 Penalty: 5728.599121
	Iteration 35Q: 3 clusters Score -1.329032e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -13290361.000000 Penalty: 5728.599121
	Iteration 36Q: 3 clusters Score -1.329036e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -13290377.000000 Penalty: 5728.599121
	Iteration 37Q: 3 clusters Score -1.329038e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -13290372.000000 Penalty: 5728.599121
	Iteration 38Q: 3 clusters Score -1.329037e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -13290405.000000 Penalty: 5728.599121
	Iteration 39Q: 3 clusters Score -1.32904e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -13290427.000000 Penalty: 5728.599121
	Iteration 40F: 3 clusters Score -1.329043e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 100484 members 
Entering Unmasked Estep 
Score: -13290440.000000 Penalty: 5728.599121
	Iteration 41Q: 3 clusters Score -1.329044e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -13290457.000000 Penalty: 5728.599121
	Iteration 42Q: 3 clusters Score -1.329046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -13290457.000000 Penalty: 5728.599121
	Iteration 43Q: 3 clusters Score -1.329046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -13290461.000000 Penalty: 5728.599121
	Iteration 44Q: 3 clusters Score -1.329046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -13290449.000000 Penalty: 5728.599121
	Iteration 45Q: 3 clusters Score -1.329045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -13290443.000000 Penalty: 5728.599121
	Iteration 46Q: 3 clusters Score -1.329044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -13290459.000000 Penalty: 5728.599121
	Iteration 47Q: 3 clusters Score -1.329046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -13290458.000000 Penalty: 5728.599121
	Iteration 48Q: 3 clusters Score -1.329046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -13290466.000000 Penalty: 5728.599121
	Iteration 49Q: 3 clusters Score -1.329047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -13290464.000000 Penalty: 5728.599121
	Iteration 50Q: 3 clusters Score -1.329046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -13290473.000000 Penalty: 5728.599121
	Iteration 51Q: 3 clusters Score -1.329047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -13290450.000000 Penalty: 5728.599121
	Iteration 52Q: 3 clusters Score -1.329045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -13290461.000000 Penalty: 5728.599121
	Iteration 53Q: 3 clusters Score -1.329046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -13290466.000000 Penalty: 5728.599121
	Iteration 54Q: 3 clusters Score -1.329047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -13290466.000000 Penalty: 5728.599121
	Iteration 55Q: 3 clusters Score -1.329047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -13290482.000000 Penalty: 5728.599121
	Iteration 56Q: 3 clusters Score -1.329048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -13290482.000000 Penalty: 5728.599121
	Iteration 57Q: 3 clusters Score -1.329048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -13290475.000000 Penalty: 5728.599121
	Iteration 58Q: 3 clusters Score -1.329048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 100852 members 
Entering Unmasked Estep 
Score: -13290470.000000 Penalty: 5728.599121
	Iteration 59Q: 3 clusters Score -1.329047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -13290483.000000 Penalty: 5728.599121
	Iteration 60F: 3 clusters Score -1.329048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -13290490.000000 Penalty: 5728.599121
	Iteration 61Q: 3 clusters Score -1.329049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -13290492.000000 Penalty: 5728.599121
	Iteration 62Q: 3 clusters Score -1.329049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -13290492.000000 Penalty: 5728.599121
	Iteration 63Q: 3 clusters Score -1.329049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -13290487.000000 Penalty: 5728.599121
	Iteration 64Q: 3 clusters Score -1.329049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -13290510.000000 Penalty: 5728.599121
	Iteration 65Q: 3 clusters Score -1.329051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -13290510.000000 Penalty: 5728.599121
	Iteration 66Q: 3 clusters Score -1.329051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 100926 members 
Entering Unmasked Estep 
Score: -13290506.000000 Penalty: 5728.599121
	Iteration 67Q: 3 clusters Score -1.329051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -13290499.000000 Penalty: 5728.599121
	Iteration 68Q: 3 clusters Score -1.32905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
Score: -13290501.000000 Penalty: 5728.599121
	Iteration 69Q: 3 clusters Score -1.32905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -13290502.000000 Penalty: 5728.599121
	Iteration 70Q: 3 clusters Score -1.32905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -13290514.000000 Penalty: 5728.599121
	Iteration 71Q: 3 clusters Score -1.329051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -13290502.000000 Penalty: 5728.599121
	Iteration 72Q: 3 clusters Score -1.32905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -13290514.000000 Penalty: 5728.599121
	Iteration 73Q: 3 clusters Score -1.329051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -13290510.000000 Penalty: 5728.599121
	Iteration 74Q: 3 clusters Score -1.329051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -13290524.000000 Penalty: 5728.599121
	Iteration 75Q: 3 clusters Score -1.329052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -13290514.000000 Penalty: 5728.599121
	Iteration 76Q: 3 clusters Score -1.329051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -13290513.000000 Penalty: 5728.599121
	Iteration 77Q: 3 clusters Score -1.329051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -13290511.000000 Penalty: 5728.599121
	Iteration 78Q: 3 clusters Score -1.329051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -13290501.000000 Penalty: 5728.599121
	Iteration 79Q: 3 clusters Score -1.32905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -13290502.000000 Penalty: 5728.599121
	Iteration 80F: 3 clusters Score -1.32905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -13290507.000000 Penalty: 5728.599121
	Iteration 81Q: 3 clusters Score -1.329051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -13290501.000000 Penalty: 5728.599121
	Iteration 82Q: 3 clusters Score -1.32905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 100995 members 
Entering Unmasked Estep 
Score: -13290507.000000 Penalty: 5728.599121
	Iteration 83Q: 3 clusters Score -1.329051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -13290495.000000 Penalty: 5728.599121
	Iteration 84Q: 3 clusters Score -1.32905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -13290501.000000 Penalty: 5728.599121
	Iteration 85Q: 3 clusters Score -1.32905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -13290509.000000 Penalty: 5728.599121
	Iteration 86Q: 3 clusters Score -1.329051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -13290522.000000 Penalty: 5728.599121
	Iteration 87Q: 3 clusters Score -1.329052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -13290516.000000 Penalty: 5728.599121
	Iteration 88Q: 3 clusters Score -1.329052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -13290508.000000 Penalty: 5728.599121
	Iteration 89Q: 3 clusters Score -1.329051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -13290511.000000 Penalty: 5728.599121
	Iteration 90Q: 3 clusters Score -1.329051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -13290513.000000 Penalty: 5728.599121
	Iteration 91Q: 3 clusters Score -1.329051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -13290512.000000 Penalty: 5728.599121
	Iteration 92Q: 3 clusters Score -1.329051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -13290505.000000 Penalty: 5728.599121
	Iteration 93Q: 3 clusters Score -1.32905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 101052 members 
Entering Unmasked Estep 
Score: -13290503.000000 Penalty: 5728.599121
	Iteration 94Q: 3 clusters Score -1.32905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -13290496.000000 Penalty: 5728.599121
	Iteration 95Q: 3 clusters Score -1.32905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -13290496.000000 Penalty: 5728.599121
	Iteration 96Q: 3 clusters Score -1.32905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -13290492.000000 Penalty: 5728.599121
	Iteration 97Q: 3 clusters Score -1.329049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -13290498.000000 Penalty: 5728.599121
	Iteration 98Q: 3 clusters Score -1.32905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -13290501.000000 Penalty: 5728.599121
	Iteration 99Q: 3 clusters Score -1.32905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -13290502.000000 Penalty: 5728.599121
	Iteration 100F: 3 clusters Score -1.32905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -284942.062500 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -284942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -282246.906250 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -282246.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285460.125000 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -285460.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -288161.937500 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -288161.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -288962.343750 Penalty: 3939.587891
	Iteration 3F: 3 clusters Score -288962.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -289169.218750 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -289169.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -289241.750000 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -289241.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289305.812500 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -289305.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -289422.781250 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -289422.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -289674.406250 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -289674.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289886.156250 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -289886.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -289980.687500 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -289980.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -290071.500000 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -290071.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -290169.875000 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -290169.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -290240.968750 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -290241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -290272.812500 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -290272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -290289.406250 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -290289.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -290297.562500 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -290297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -290303.781250 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -290303.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -290310.125000 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -290310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -290317.468750 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -290317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -290320.000000 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -290320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290321.718750 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -290321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -290321.718750 Penalty: 3939.587891
	Iteration 22F: 3 clusters Score -290321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 65890 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 45053 members 
Mstep: Class 8 contains 61226 members 
Mstep: Class 9 contains 55144 members 
Mstep: Class 10 contains 23151 members 
Mstep: Class 12 contains 103735 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 16 contains 26679 members 
Mstep: Class 20 contains 185616 members 
Mstep: Class 21 contains 181941 members 
Entering Unmasked Estep 
Score: -98245592.000000 Penalty: 47113.320312
Splitting cluster 13 changes total score from -98236736.000000 to -98245592.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -1660910.125000 Penalty: 2365.688965
	Iteration 0F: 2 clusters Score -1660910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1650816.125000 Penalty: 4731.377930
	Iteration 0F: 3 clusters Score -1650816 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1654801.750000 Penalty: 4731.377930
	Iteration 1F: 3 clusters Score -1654802 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1657022.750000 Penalty: 4731.377930
	Iteration 2F: 3 clusters Score -1657023 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1662112.875000 Penalty: 4731.377930
	Iteration 3F: 3 clusters Score -1662113 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1666785.625000 Penalty: 4731.377930
	Iteration 4F: 3 clusters Score -1666786 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1669123.125000 Penalty: 4731.377930
	Iteration 5F: 3 clusters Score -1669123 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1670437.625000 Penalty: 4731.377930
	Iteration 6F: 3 clusters Score -1670438 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1670892.375000 Penalty: 4731.377930
	Iteration 7Q: 3 clusters Score -1670892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1670962.250000 Penalty: 4731.377930
	Iteration 8Q: 3 clusters Score -1670962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1670975.500000 Penalty: 4731.377930
	Iteration 9Q: 3 clusters Score -1670976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1670978.125000 Penalty: 4731.377930
	Iteration 10Q: 3 clusters Score -1670978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1670984.375000 Penalty: 4731.377930
	Iteration 11Q: 3 clusters Score -1670984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1670982.625000 Penalty: 4731.377930
	Iteration 12Q: 3 clusters Score -1670983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1670980.500000 Penalty: 4731.377930
	Iteration 13Q: 3 clusters Score -1670980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1670980.500000 Penalty: 4731.377930
	Iteration 14F: 3 clusters Score -1670980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 65890 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 45053 members 
Mstep: Class 6 contains 4175 members 
Mstep: Class 8 contains 61226 members 
Mstep: Class 9 contains 55144 members 
Mstep: Class 10 contains 23151 members 
Mstep: Class 12 contains 103735 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 16 contains 26679 members 
Mstep: Class 20 contains 185616 members 
Mstep: Class 21 contains 181941 members 
Entering Unmasked Estep 
Score: -98254312.000000 Penalty: 50478.558594
Splitting cluster 14 changes total score from -98236736.000000 to -98254312.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 16 (26679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Entering Unmasked Estep 
Score: -3450459.250000 Penalty: 2527.524902
	Iteration 0F: 2 clusters Score -3450459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3432074.000000 Penalty: 5055.049805
	Iteration 0F: 3 clusters Score -3432074 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3438362.750000 Penalty: 5055.049805
	Iteration 1F: 3 clusters Score -3438363 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3438718.750000 Penalty: 5055.049805
	Iteration 2Q: 3 clusters Score -3438719 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3439035.750000 Penalty: 5055.049805
	Iteration 3Q: 3 clusters Score -3439036 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3439360.000000 Penalty: 5055.049805
	Iteration 4Q: 3 clusters Score -3439360 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3439734.000000 Penalty: 5055.049805
	Iteration 5Q: 3 clusters Score -3439734 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3440159.250000 Penalty: 5055.049805
	Iteration 6Q: 3 clusters Score -3440159 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3440707.000000 Penalty: 5055.049805
	Iteration 7Q: 3 clusters Score -3440707 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3441434.000000 Penalty: 5055.049805
	Iteration 8F: 3 clusters Score -3441434 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3442448.000000 Penalty: 5055.049805
	Iteration 9F: 3 clusters Score -3442448 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3443689.750000 Penalty: 5055.049805
	Iteration 10F: 3 clusters Score -3443690 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3444928.000000 Penalty: 5055.049805
	Iteration 11F: 3 clusters Score -3444928 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3446072.500000 Penalty: 5055.049805
	Iteration 12Q: 3 clusters Score -3446072 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3446910.000000 Penalty: 5055.049805
	Iteration 13Q: 3 clusters Score -3446910 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3447398.500000 Penalty: 5055.049805
	Iteration 14Q: 3 clusters Score -3447398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3447709.750000 Penalty: 5055.049805
	Iteration 15Q: 3 clusters Score -3447710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3447885.250000 Penalty: 5055.049805
	Iteration 16Q: 3 clusters Score -3447885 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3447985.000000 Penalty: 5055.049805
	Iteration 17Q: 3 clusters Score -3447985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3448070.000000 Penalty: 5055.049805
	Iteration 18Q: 3 clusters Score -3448070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3448114.500000 Penalty: 5055.049805
	Iteration 19Q: 3 clusters Score -3448114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3448132.750000 Penalty: 5055.049805
	Iteration 20F: 3 clusters Score -3448133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3448166.500000 Penalty: 5055.049805
	Iteration 21Q: 3 clusters Score -3448166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3448189.000000 Penalty: 5055.049805
	Iteration 22Q: 3 clusters Score -3448189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3448202.500000 Penalty: 5055.049805
	Iteration 23Q: 3 clusters Score -3448202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3448215.500000 Penalty: 5055.049805
	Iteration 24Q: 3 clusters Score -3448216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3448224.500000 Penalty: 5055.049805
	Iteration 25Q: 3 clusters Score -3448224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3448238.250000 Penalty: 5055.049805
	Iteration 26Q: 3 clusters Score -3448238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3448245.500000 Penalty: 5055.049805
	Iteration 27Q: 3 clusters Score -3448246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3448250.750000 Penalty: 5055.049805
	Iteration 28Q: 3 clusters Score -3448251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3448251.500000 Penalty: 5055.049805
	Iteration 29Q: 3 clusters Score -3448252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3448255.750000 Penalty: 5055.049805
	Iteration 30Q: 3 clusters Score -3448256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3448258.250000 Penalty: 5055.049805
	Iteration 31Q: 3 clusters Score -3448258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3448257.250000 Penalty: 5055.049805
	Iteration 32Q: 3 clusters Score -3448257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3448263.750000 Penalty: 5055.049805
	Iteration 33Q: 3 clusters Score -3448264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3448270.000000 Penalty: 5055.049805
	Iteration 34Q: 3 clusters Score -3448270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3448271.500000 Penalty: 5055.049805
	Iteration 35Q: 3 clusters Score -3448272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3448271.500000 Penalty: 5055.049805
	Iteration 36Q: 3 clusters Score -3448272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3448273.000000 Penalty: 5055.049805
	Iteration 37Q: 3 clusters Score -3448273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3448273.000000 Penalty: 5055.049805
	Iteration 38F: 3 clusters Score -3448273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (185616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185616 members 
Entering Unmasked Estep 
Score: -23743376.000000 Penalty: 3008.595947
	Iteration 0F: 2 clusters Score -2.374338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -23622934.000000 Penalty: 6017.191895
	Iteration 0F: 3 clusters Score -2.362293e+07 nChanged 89255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -23675678.000000 Penalty: 6017.191895
	Iteration 1F: 3 clusters Score -2.367568e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -23677544.000000 Penalty: 6017.191895
	Iteration 2Q: 3 clusters Score -2.367754e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -23679900.000000 Penalty: 6017.191895
	Iteration 3Q: 3 clusters Score -2.36799e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -23683780.000000 Penalty: 6017.191895
	Iteration 4Q: 3 clusters Score -2.368378e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -23689308.000000 Penalty: 6017.191895
	Iteration 5F: 3 clusters Score -2.368931e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -23698146.000000 Penalty: 6017.191895
	Iteration 6F: 3 clusters Score -2.369815e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -23710362.000000 Penalty: 6017.191895
	Iteration 7F: 3 clusters Score -2.371036e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -23721692.000000 Penalty: 6017.191895
	Iteration 8F: 3 clusters Score -2.372169e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -23726954.000000 Penalty: 6017.191895
	Iteration 9F: 3 clusters Score -2.372695e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -23729028.000000 Penalty: 6017.191895
	Iteration 10Q: 3 clusters Score -2.372903e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -23730112.000000 Penalty: 6017.191895
	Iteration 11Q: 3 clusters Score -2.373011e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114202 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -23731172.000000 Penalty: 6017.191895
	Iteration 12Q: 3 clusters Score -2.373117e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -23731880.000000 Penalty: 6017.191895
	Iteration 13Q: 3 clusters Score -2.373188e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116630 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -23732506.000000 Penalty: 6017.191895
	Iteration 14Q: 3 clusters Score -2.373251e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -23732894.000000 Penalty: 6017.191895
	Iteration 15Q: 3 clusters Score -2.373289e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -23733230.000000 Penalty: 6017.191895
	Iteration 16Q: 3 clusters Score -2.373323e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -23733450.000000 Penalty: 6017.191895
	Iteration 17Q: 3 clusters Score -2.373345e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -23733718.000000 Penalty: 6017.191895
	Iteration 18Q: 3 clusters Score -2.373372e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121497 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -23733958.000000 Penalty: 6017.191895
	Iteration 19Q: 3 clusters Score -2.373396e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -23734046.000000 Penalty: 6017.191895
	Iteration 20F: 3 clusters Score -2.373405e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -23734196.000000 Penalty: 6017.191895
	Iteration 21Q: 3 clusters Score -2.37342e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -23734264.000000 Penalty: 6017.191895
	Iteration 22Q: 3 clusters Score -2.373426e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -23734408.000000 Penalty: 6017.191895
	Iteration 23Q: 3 clusters Score -2.373441e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126689 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -23734602.000000 Penalty: 6017.191895
	Iteration 24Q: 3 clusters Score -2.37346e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -23734772.000000 Penalty: 6017.191895
	Iteration 25Q: 3 clusters Score -2.373477e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -23734854.000000 Penalty: 6017.191895
	Iteration 26Q: 3 clusters Score -2.373485e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130039 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -23735004.000000 Penalty: 6017.191895
	Iteration 27Q: 3 clusters Score -2.3735e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -23735160.000000 Penalty: 6017.191895
	Iteration 28Q: 3 clusters Score -2.373516e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132518 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -23735272.000000 Penalty: 6017.191895
	Iteration 29Q: 3 clusters Score -2.373527e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133716 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -23735356.000000 Penalty: 6017.191895
	Iteration 30Q: 3 clusters Score -2.373536e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -23735446.000000 Penalty: 6017.191895
	Iteration 31Q: 3 clusters Score -2.373545e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -23735670.000000 Penalty: 6017.191895
	Iteration 32Q: 3 clusters Score -2.373567e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -23735828.000000 Penalty: 6017.191895
	Iteration 33Q: 3 clusters Score -2.373583e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -23735988.000000 Penalty: 6017.191895
	Iteration 34Q: 3 clusters Score -2.373599e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139880 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -23736116.000000 Penalty: 6017.191895
	Iteration 35Q: 3 clusters Score -2.373612e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -23736252.000000 Penalty: 6017.191895
	Iteration 36Q: 3 clusters Score -2.373625e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -23736518.000000 Penalty: 6017.191895
	Iteration 37Q: 3 clusters Score -2.373652e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -23736820.000000 Penalty: 6017.191895
	Iteration 38Q: 3 clusters Score -2.373682e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -23737058.000000 Penalty: 6017.191895
	Iteration 39Q: 3 clusters Score -2.373706e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146546 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -23737326.000000 Penalty: 6017.191895
	Iteration 40F: 3 clusters Score -2.373733e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -23737624.000000 Penalty: 6017.191895
	Iteration 41Q: 3 clusters Score -2.373762e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -23737808.000000 Penalty: 6017.191895
	Iteration 42Q: 3 clusters Score -2.373781e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -23738048.000000 Penalty: 6017.191895
	Iteration 43Q: 3 clusters Score -2.373805e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -23738298.000000 Penalty: 6017.191895
	Iteration 44Q: 3 clusters Score -2.37383e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -23738510.000000 Penalty: 6017.191895
	Iteration 45Q: 3 clusters Score -2.373851e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154117 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -23738746.000000 Penalty: 6017.191895
	Iteration 46Q: 3 clusters Score -2.373875e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -23739090.000000 Penalty: 6017.191895
	Iteration 47Q: 3 clusters Score -2.373909e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -23739248.000000 Penalty: 6017.191895
	Iteration 48Q: 3 clusters Score -2.373925e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -23739428.000000 Penalty: 6017.191895
	Iteration 49Q: 3 clusters Score -2.373943e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158299 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -23739578.000000 Penalty: 6017.191895
	Iteration 50Q: 3 clusters Score -2.373958e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159217 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -23739780.000000 Penalty: 6017.191895
	Iteration 51Q: 3 clusters Score -2.373978e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -23740062.000000 Penalty: 6017.191895
	Iteration 52Q: 3 clusters Score -2.374006e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -23740176.000000 Penalty: 6017.191895
	Iteration 53Q: 3 clusters Score -2.374018e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161913 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -23740380.000000 Penalty: 6017.191895
	Iteration 54Q: 3 clusters Score -2.374038e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162766 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -23740458.000000 Penalty: 6017.191895
	Iteration 55Q: 3 clusters Score -2.374046e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -23740548.000000 Penalty: 6017.191895
	Iteration 56Q: 3 clusters Score -2.374055e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164435 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -23740668.000000 Penalty: 6017.191895
	Iteration 57Q: 3 clusters Score -2.374067e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165230 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -23740802.000000 Penalty: 6017.191895
	Iteration 58Q: 3 clusters Score -2.37408e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166014 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -23740944.000000 Penalty: 6017.191895
	Iteration 59Q: 3 clusters Score -2.374094e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -23741026.000000 Penalty: 6017.191895
	Iteration 60F: 3 clusters Score -2.374103e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167716 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -23741182.000000 Penalty: 6017.191895
	Iteration 61Q: 3 clusters Score -2.374118e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -23741316.000000 Penalty: 6017.191895
	Iteration 62Q: 3 clusters Score -2.374132e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -23741370.000000 Penalty: 6017.191895
	Iteration 63Q: 3 clusters Score -2.374137e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170154 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -23741498.000000 Penalty: 6017.191895
	Iteration 64Q: 3 clusters Score -2.37415e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170971 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -23741654.000000 Penalty: 6017.191895
	Iteration 65Q: 3 clusters Score -2.374165e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171789 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -23741818.000000 Penalty: 6017.191895
	Iteration 66Q: 3 clusters Score -2.374182e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172582 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -23741798.000000 Penalty: 6017.191895
	Iteration 67Q: 3 clusters Score -2.37418e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -23741826.000000 Penalty: 6017.191895
	Iteration 68Q: 3 clusters Score -2.374183e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174192 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -23741968.000000 Penalty: 6017.191895
	Iteration 69Q: 3 clusters Score -2.374197e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175023 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -23742110.000000 Penalty: 6017.191895
	Iteration 70Q: 3 clusters Score -2.374211e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175789 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -23742190.000000 Penalty: 6017.191895
	Iteration 71Q: 3 clusters Score -2.374219e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -23742230.000000 Penalty: 6017.191895
	Iteration 72Q: 3 clusters Score -2.374223e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177231 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -23742288.000000 Penalty: 6017.191895
	Iteration 73Q: 3 clusters Score -2.374229e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177829 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -23742294.000000 Penalty: 6017.191895
	Iteration 74Q: 3 clusters Score -2.374229e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -23742294.000000 Penalty: 6017.191895
	Iteration 75Q: 3 clusters Score -2.374229e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -23742450.000000 Penalty: 6017.191895
	Iteration 76Q: 3 clusters Score -2.374245e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179342 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -23742436.000000 Penalty: 6017.191895
	Iteration 77Q: 3 clusters Score -2.374244e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179774 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -23742464.000000 Penalty: 6017.191895
	Iteration 78Q: 3 clusters Score -2.374246e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180130 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -23742380.000000 Penalty: 6017.191895
	Iteration 79Q: 3 clusters Score -2.374238e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -23742348.000000 Penalty: 6017.191895
	Iteration 80F: 3 clusters Score -2.374235e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -23742344.000000 Penalty: 6017.191895
	Iteration 81Q: 3 clusters Score -2.374234e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -23742364.000000 Penalty: 6017.191895
	Iteration 82Q: 3 clusters Score -2.374236e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181181 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -23742336.000000 Penalty: 6017.191895
	Iteration 83Q: 3 clusters Score -2.374234e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -23742302.000000 Penalty: 6017.191895
	Iteration 84Q: 3 clusters Score -2.37423e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181620 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -23742264.000000 Penalty: 6017.191895
	Iteration 85Q: 3 clusters Score -2.374226e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181808 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -23742240.000000 Penalty: 6017.191895
	Iteration 86Q: 3 clusters Score -2.374224e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181956 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -23742236.000000 Penalty: 6017.191895
	Iteration 87Q: 3 clusters Score -2.374224e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182099 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -23742178.000000 Penalty: 6017.191895
	Iteration 88Q: 3 clusters Score -2.374218e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182227 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -23742142.000000 Penalty: 6017.191895
	Iteration 89Q: 3 clusters Score -2.374214e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182344 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -23742168.000000 Penalty: 6017.191895
	Iteration 90Q: 3 clusters Score -2.374217e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182449 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -23742168.000000 Penalty: 6017.191895
	Iteration 91Q: 3 clusters Score -2.374217e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -23742144.000000 Penalty: 6017.191895
	Iteration 92Q: 3 clusters Score -2.374214e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -23742100.000000 Penalty: 6017.191895
	Iteration 93Q: 3 clusters Score -2.37421e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182679 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -23742104.000000 Penalty: 6017.191895
	Iteration 94Q: 3 clusters Score -2.37421e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182747 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -23742116.000000 Penalty: 6017.191895
	Iteration 95Q: 3 clusters Score -2.374212e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182803 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -23742116.000000 Penalty: 6017.191895
	Iteration 96Q: 3 clusters Score -2.374212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182832 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -23742088.000000 Penalty: 6017.191895
	Iteration 97Q: 3 clusters Score -2.374209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182854 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -23742080.000000 Penalty: 6017.191895
	Iteration 98Q: 3 clusters Score -2.374208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -23742066.000000 Penalty: 6017.191895
	Iteration 99Q: 3 clusters Score -2.374207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182876 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -23742076.000000 Penalty: 6017.191895
	Iteration 100F: 3 clusters Score -2.374208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182886 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -23742074.000000 Penalty: 6017.191895
	Iteration 101Q: 3 clusters Score -2.374207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182902 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -23742084.000000 Penalty: 6017.191895
	Iteration 102Q: 3 clusters Score -2.374208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -23742078.000000 Penalty: 6017.191895
	Iteration 103Q: 3 clusters Score -2.374208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182920 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -23742070.000000 Penalty: 6017.191895
	Iteration 104Q: 3 clusters Score -2.374207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182925 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -23742076.000000 Penalty: 6017.191895
	Iteration 105Q: 3 clusters Score -2.374208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -23742086.000000 Penalty: 6017.191895
	Iteration 106Q: 3 clusters Score -2.374209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182934 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23742094.000000 Penalty: 6017.191895
	Iteration 107Q: 3 clusters Score -2.374209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -23742100.000000 Penalty: 6017.191895
	Iteration 108Q: 3 clusters Score -2.37421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182941 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -23742106.000000 Penalty: 6017.191895
	Iteration 109Q: 3 clusters Score -2.374211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -23742098.000000 Penalty: 6017.191895
	Iteration 110Q: 3 clusters Score -2.37421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182954 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -23742106.000000 Penalty: 6017.191895
	Iteration 111Q: 3 clusters Score -2.374211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -23742088.000000 Penalty: 6017.191895
	Iteration 112Q: 3 clusters Score -2.374209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -23742072.000000 Penalty: 6017.191895
	Iteration 113Q: 3 clusters Score -2.374207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23742048.000000 Penalty: 6017.191895
	Iteration 114Q: 3 clusters Score -2.374205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -23742042.000000 Penalty: 6017.191895
	Iteration 115Q: 3 clusters Score -2.374204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23742044.000000 Penalty: 6017.191895
	Iteration 116Q: 3 clusters Score -2.374204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23742050.000000 Penalty: 6017.191895
	Iteration 117Q: 3 clusters Score -2.374205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -23742058.000000 Penalty: 6017.191895
	Iteration 118Q: 3 clusters Score -2.374206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183030 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -23742060.000000 Penalty: 6017.191895
	Iteration 119Q: 3 clusters Score -2.374206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183032 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -23742058.000000 Penalty: 6017.191895
	Iteration 120F: 3 clusters Score -2.374206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183034 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23742050.000000 Penalty: 6017.191895
	Iteration 121Q: 3 clusters Score -2.374205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23742054.000000 Penalty: 6017.191895
	Iteration 122Q: 3 clusters Score -2.374205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23742052.000000 Penalty: 6017.191895
	Iteration 123Q: 3 clusters Score -2.374205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -23742048.000000 Penalty: 6017.191895
	Iteration 124Q: 3 clusters Score -2.374205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -23742048.000000 Penalty: 6017.191895
	Iteration 125F: 3 clusters Score -2.374205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181941 members 
Entering Unmasked Estep 
Score: -23287978.000000 Penalty: 3003.636475
	Iteration 0F: 2 clusters Score -2.328798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -23168628.000000 Penalty: 6007.272949
	Iteration 0F: 3 clusters Score -2.316863e+07 nChanged 87364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -23219488.000000 Penalty: 6007.272949
	Iteration 1F: 3 clusters Score -2.321949e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -23220042.000000 Penalty: 6007.272949
	Iteration 2Q: 3 clusters Score -2.322004e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -23220916.000000 Penalty: 6007.272949
	Iteration 3Q: 3 clusters Score -2.322092e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -23222074.000000 Penalty: 6007.272949
	Iteration 4Q: 3 clusters Score -2.322207e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -23224106.000000 Penalty: 6007.272949
	Iteration 5Q: 3 clusters Score -2.322411e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -23227562.000000 Penalty: 6007.272949
	Iteration 6Q: 3 clusters Score -2.322756e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 117086 members 
Entering Unmasked Estep 
Score: -23233766.000000 Penalty: 6007.272949
	Iteration 7F: 3 clusters Score -2.323377e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 128056 members 
Entering Unmasked Estep 
Score: -23243134.000000 Penalty: 6007.272949
	Iteration 8F: 3 clusters Score -2.324313e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 139957 members 
Entering Unmasked Estep 
Score: -23254474.000000 Penalty: 6007.272949
	Iteration 9F: 3 clusters Score -2.325447e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -23264116.000000 Penalty: 6007.272949
	Iteration 10F: 3 clusters Score -2.326412e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -23271328.000000 Penalty: 6007.272949
	Iteration 11Q: 3 clusters Score -2.327133e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -23275966.000000 Penalty: 6007.272949
	Iteration 12Q: 3 clusters Score -2.327597e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 169743 members 
Entering Unmasked Estep 
Score: -23279052.000000 Penalty: 6007.272949
	Iteration 13Q: 3 clusters Score -2.327905e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 173062 members 
Entering Unmasked Estep 
Score: -23281156.000000 Penalty: 6007.272949
	Iteration 14Q: 3 clusters Score -2.328116e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 175551 members 
Entering Unmasked Estep 
Score: -23282522.000000 Penalty: 6007.272949
	Iteration 15Q: 3 clusters Score -2.328252e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -23283346.000000 Penalty: 6007.272949
	Iteration 16Q: 3 clusters Score -2.328335e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 178472 members 
Entering Unmasked Estep 
Score: -23284048.000000 Penalty: 6007.272949
	Iteration 17Q: 3 clusters Score -2.328405e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 179268 members 
Entering Unmasked Estep 
Score: -23284386.000000 Penalty: 6007.272949
	Iteration 18Q: 3 clusters Score -2.328439e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -23284662.000000 Penalty: 6007.272949
	Iteration 19Q: 3 clusters Score -2.328466e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 180176 members 
Entering Unmasked Estep 
Score: -23284866.000000 Penalty: 6007.272949
	Iteration 20F: 3 clusters Score -2.328487e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 180418 members 
Entering Unmasked Estep 
Score: -23285034.000000 Penalty: 6007.272949
	Iteration 21Q: 3 clusters Score -2.328503e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 180580 members 
Entering Unmasked Estep 
Score: -23285122.000000 Penalty: 6007.272949
	Iteration 22Q: 3 clusters Score -2.328512e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 180693 members 
Entering Unmasked Estep 
Score: -23285134.000000 Penalty: 6007.272949
	Iteration 23Q: 3 clusters Score -2.328513e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 180786 members 
Entering Unmasked Estep 
Score: -23285206.000000 Penalty: 6007.272949
	Iteration 24Q: 3 clusters Score -2.328521e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -23285236.000000 Penalty: 6007.272949
	Iteration 25Q: 3 clusters Score -2.328524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 180895 members 
Entering Unmasked Estep 
Score: -23285274.000000 Penalty: 6007.272949
	Iteration 26Q: 3 clusters Score -2.328527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 180928 members 
Entering Unmasked Estep 
Score: -23285292.000000 Penalty: 6007.272949
	Iteration 27Q: 3 clusters Score -2.328529e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -23285320.000000 Penalty: 6007.272949
	Iteration 28Q: 3 clusters Score -2.328532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -23285324.000000 Penalty: 6007.272949
	Iteration 29Q: 3 clusters Score -2.328532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 181022 members 
Entering Unmasked Estep 
Score: -23285334.000000 Penalty: 6007.272949
	Iteration 30Q: 3 clusters Score -2.328533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 181045 members 
Entering Unmasked Estep 
Score: -23285348.000000 Penalty: 6007.272949
	Iteration 31Q: 3 clusters Score -2.328535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 181061 members 
Entering Unmasked Estep 
Score: -23285352.000000 Penalty: 6007.272949
	Iteration 32Q: 3 clusters Score -2.328535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 181075 members 
Entering Unmasked Estep 
Score: -23285372.000000 Penalty: 6007.272949
	Iteration 33Q: 3 clusters Score -2.328537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -23285370.000000 Penalty: 6007.272949
	Iteration 34Q: 3 clusters Score -2.328537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 181112 members 
Entering Unmasked Estep 
Score: -23285390.000000 Penalty: 6007.272949
	Iteration 35Q: 3 clusters Score -2.328539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 181122 members 
Entering Unmasked Estep 
Score: -23285386.000000 Penalty: 6007.272949
	Iteration 36Q: 3 clusters Score -2.328539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 181130 members 
Entering Unmasked Estep 
Score: -23285396.000000 Penalty: 6007.272949
	Iteration 37Q: 3 clusters Score -2.32854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 181133 members 
Entering Unmasked Estep 
Score: -23285406.000000 Penalty: 6007.272949
	Iteration 38Q: 3 clusters Score -2.328541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 181139 members 
Entering Unmasked Estep 
Score: -23285426.000000 Penalty: 6007.272949
	Iteration 39Q: 3 clusters Score -2.328543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 181144 members 
Entering Unmasked Estep 
Score: -23285428.000000 Penalty: 6007.272949
	Iteration 40F: 3 clusters Score -2.328543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 181144 members 
Entering Unmasked Estep 
Score: -23285430.000000 Penalty: 6007.272949
	Iteration 41Q: 3 clusters Score -2.328543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -23285424.000000 Penalty: 6007.272949
	Iteration 42Q: 3 clusters Score -2.328542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -23285434.000000 Penalty: 6007.272949
	Iteration 43Q: 3 clusters Score -2.328543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 181150 members 
Entering Unmasked Estep 
Score: -23285430.000000 Penalty: 6007.272949
	Iteration 44Q: 3 clusters Score -2.328543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 181153 members 
Entering Unmasked Estep 
Score: -23285448.000000 Penalty: 6007.272949
	Iteration 45Q: 3 clusters Score -2.328545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -23285458.000000 Penalty: 6007.272949
	Iteration 46Q: 3 clusters Score -2.328546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 181155 members 
Entering Unmasked Estep 
Score: -23285456.000000 Penalty: 6007.272949
	Iteration 47Q: 3 clusters Score -2.328546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 181157 members 
Entering Unmasked Estep 
Score: -23285448.000000 Penalty: 6007.272949
	Iteration 48Q: 3 clusters Score -2.328545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 181157 members 
Entering Unmasked Estep 
Score: -23285448.000000 Penalty: 6007.272949
	Iteration 49F: 3 clusters Score -2.328545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 65890 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 45053 members 
Mstep: Class 8 contains 61226 members 
Mstep: Class 9 contains 55144 members 
Mstep: Class 10 contains 23151 members 
Mstep: Class 12 contains 103735 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 16 contains 26679 members 
Mstep: Class 20 contains 185616 members 
Mstep: Class 21 contains 181941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98255872.000000 Penalty: 50478.558594
Iteration 39Q: 16 clusters Score -9.825587e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 67342 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 12538 members 
Mstep: Class 5 contains 45256 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 8 contains 61275 members 
Mstep: Class 9 contains 55167 members 
Mstep: Class 10 contains 23765 members 
Mstep: Class 12 contains 103231 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 16 contains 26533 members 
Mstep: Class 20 contains 185088 members 
Mstep: Class 21 contains 180047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98258760.000000 Penalty: 50478.558594
Iteration 40F: 16 clusters Score -9.825876e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 68204 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 45407 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 8 contains 61226 members 
Mstep: Class 9 contains 55061 members 
Mstep: Class 10 contains 25413 members 
Mstep: Class 12 contains 102600 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 14 contains 10612 members 
Mstep: Class 16 contains 26402 members 
Mstep: Class 20 contains 183849 members 
Mstep: Class 21 contains 178945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98260856.000000 Penalty: 50478.558594
Iteration 41Q: 16 clusters Score -9.826086e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 68796 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 12944 members 
Mstep: Class 5 contains 45552 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 8 contains 61125 members 
Mstep: Class 9 contains 54927 members 
Mstep: Class 10 contains 26951 members 
Mstep: Class 12 contains 101874 members 
Mstep: Class 13 contains 1545 members 
Mstep: Class 14 contains 10789 members 
Mstep: Class 16 contains 26285 members 
Mstep: Class 20 contains 182881 members 
Mstep: Class 21 contains 178229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98261888.000000 Penalty: 50478.558594
Iteration 42Q: 16 clusters Score -9.826189e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 69242 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13091 members 
Mstep: Class 5 contains 45641 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 8 contains 60983 members 
Mstep: Class 9 contains 54807 members 
Mstep: Class 10 contains 28456 members 
Mstep: Class 12 contains 101106 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 16 contains 26196 members 
Mstep: Class 20 contains 182132 members 
Mstep: Class 21 contains 177677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98263544.000000 Penalty: 50478.558594
Iteration 43Q: 16 clusters Score -9.826354e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 69609 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13224 members 
Mstep: Class 5 contains 45710 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 8 contains 60854 members 
Mstep: Class 9 contains 54713 members 
Mstep: Class 10 contains 29887 members 
Mstep: Class 12 contains 100194 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10934 members 
Mstep: Class 16 contains 26125 members 
Mstep: Class 20 contains 181501 members 
Mstep: Class 21 contains 177290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98264576.000000 Penalty: 50478.558594
Iteration 44Q: 16 clusters Score -9.826458e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 69886 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13320 members 
Mstep: Class 5 contains 45813 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 8 contains 60704 members 
Mstep: Class 9 contains 54642 members 
Mstep: Class 10 contains 31236 members 
Mstep: Class 12 contains 99251 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 16 contains 26044 members 
Mstep: Class 20 contains 180991 members 
Mstep: Class 21 contains 176991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98265168.000000 Penalty: 50478.558594
Iteration 45Q: 16 clusters Score -9.826517e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 70076 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 13399 members 
Mstep: Class 5 contains 45911 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 8 contains 60524 members 
Mstep: Class 9 contains 54564 members 
Mstep: Class 10 contains 32538 members 
Mstep: Class 12 contains 98227 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 16 contains 25981 members 
Mstep: Class 20 contains 180684 members 
Mstep: Class 21 contains 176796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98265944.000000 Penalty: 50478.558594
Iteration 46Q: 16 clusters Score -9.826594e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 70286 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 45988 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 8 contains 60350 members 
Mstep: Class 9 contains 54468 members 
Mstep: Class 10 contains 33679 members 
Mstep: Class 12 contains 97229 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11025 members 
Mstep: Class 16 contains 25937 members 
Mstep: Class 20 contains 180477 members 
Mstep: Class 21 contains 176664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98266712.000000 Penalty: 50478.558594
Iteration 47Q: 16 clusters Score -9.826671e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 70509 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13545 members 
Mstep: Class 5 contains 46061 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 8 contains 60189 members 
Mstep: Class 9 contains 54354 members 
Mstep: Class 10 contains 34735 members 
Mstep: Class 12 contains 96188 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11035 members 
Mstep: Class 16 contains 25898 members 
Mstep: Class 20 contains 180365 members 
Mstep: Class 21 contains 176568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98267488.000000 Penalty: 50478.558594
Iteration 48Q: 16 clusters Score -9.826749e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 70675 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13612 members 
Mstep: Class 5 contains 46134 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 8 contains 60011 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 35782 members 
Mstep: Class 12 contains 95140 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 16 contains 25865 members 
Mstep: Class 20 contains 180316 members 
Mstep: Class 21 contains 176504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98267480.000000 Penalty: 50478.558594
Iteration 49Q: 16 clusters Score -9.826748e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 70825 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13658 members 
Mstep: Class 5 contains 46216 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 8 contains 59856 members 
Mstep: Class 9 contains 54175 members 
Mstep: Class 10 contains 36765 members 
Mstep: Class 12 contains 94095 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11044 members 
Mstep: Class 16 contains 25823 members 
Mstep: Class 20 contains 180298 members 
Mstep: Class 21 contains 176447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98267960.000000 Penalty: 50478.558594
Iteration 50Q: 16 clusters Score -9.826796e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 70981 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13701 members 
Mstep: Class 5 contains 46294 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 8 contains 59724 members 
Mstep: Class 9 contains 54123 members 
Mstep: Class 10 contains 37706 members 
Mstep: Class 12 contains 93000 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 16 contains 25790 members 
Mstep: Class 20 contains 180389 members 
Mstep: Class 21 contains 176328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98268888.000000 Penalty: 50478.558594
Iteration 51Q: 16 clusters Score -9.826889e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 71142 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13755 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 8 contains 59597 members 
Mstep: Class 9 contains 54108 members 
Mstep: Class 10 contains 38591 members 
Mstep: Class 12 contains 91883 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 20 contains 180519 members 
Mstep: Class 21 contains 176216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269312.000000 Penalty: 50478.558594
Iteration 52Q: 16 clusters Score -9.826931e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 71314 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13802 members 
Mstep: Class 5 contains 46433 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 8 contains 59431 members 
Mstep: Class 9 contains 54089 members 
Mstep: Class 10 contains 39413 members 
Mstep: Class 12 contains 90794 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 16 contains 25742 members 
Mstep: Class 20 contains 180696 members 
Mstep: Class 21 contains 176120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269800.000000 Penalty: 50478.558594
Iteration 53Q: 16 clusters Score -9.82698e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 71470 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13851 members 
Mstep: Class 5 contains 46518 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 8 contains 59273 members 
Mstep: Class 9 contains 54119 members 
Mstep: Class 10 contains 40203 members 
Mstep: Class 12 contains 89578 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11032 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 20 contains 180862 members 
Mstep: Class 21 contains 176140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270168.000000 Penalty: 50478.558594
Iteration 54Q: 16 clusters Score -9.827017e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 71632 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13894 members 
Mstep: Class 5 contains 46605 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 8 contains 59177 members 
Mstep: Class 9 contains 54119 members 
Mstep: Class 10 contains 40936 members 
Mstep: Class 12 contains 88439 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11022 members 
Mstep: Class 16 contains 25681 members 
Mstep: Class 20 contains 180963 members 
Mstep: Class 21 contains 176208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270528.000000 Penalty: 50478.558594
Iteration 55Q: 16 clusters Score -9.827053e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 71759 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13940 members 
Mstep: Class 5 contains 46674 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 8 contains 59096 members 
Mstep: Class 9 contains 54098 members 
Mstep: Class 10 contains 41656 members 
Mstep: Class 12 contains 87346 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11013 members 
Mstep: Class 16 contains 25658 members 
Mstep: Class 20 contains 181040 members 
Mstep: Class 21 contains 176314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270776.000000 Penalty: 50478.558594
Iteration 56Q: 16 clusters Score -9.827078e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 71898 members 
Mstep: Class 3 contains 1274 members 
Mstep: Class 4 contains 13973 members 
Mstep: Class 5 contains 46754 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 8 contains 59044 members 
Mstep: Class 9 contains 54089 members 
Mstep: Class 10 contains 42349 members 
Mstep: Class 12 contains 86276 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 20 contains 181152 members 
Mstep: Class 21 contains 176369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271232.000000 Penalty: 50478.558594
Iteration 57Q: 16 clusters Score -9.827123e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 71994 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 46849 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 8 contains 58927 members 
Mstep: Class 9 contains 54092 members 
Mstep: Class 10 contains 42992 members 
Mstep: Class 12 contains 85239 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 20 contains 181286 members 
Mstep: Class 21 contains 176458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271392.000000 Penalty: 50478.558594
Iteration 58Q: 16 clusters Score -9.827139e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 72120 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 46926 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 8 contains 58841 members 
Mstep: Class 9 contains 54081 members 
Mstep: Class 10 contains 43647 members 
Mstep: Class 12 contains 84233 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 20 contains 181426 members 
Mstep: Class 21 contains 176484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271864.000000 Penalty: 50478.558594
Iteration 59Q: 16 clusters Score -9.827186e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 72234 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14085 members 
Mstep: Class 5 contains 46971 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 8 contains 58771 members 
Mstep: Class 9 contains 54064 members 
Mstep: Class 10 contains 44291 members 
Mstep: Class 12 contains 83242 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10975 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 20 contains 181596 members 
Mstep: Class 21 contains 176534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272176.000000 Penalty: 50478.558594
Iteration 60F: 16 clusters Score -9.827218e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 72352 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14140 members 
Mstep: Class 5 contains 47042 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 8 contains 58743 members 
Mstep: Class 9 contains 54004 members 
Mstep: Class 10 contains 44894 members 
Mstep: Class 12 contains 82280 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 16 contains 25594 members 
Mstep: Class 20 contains 181739 members 
Mstep: Class 21 contains 176563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272544.000000 Penalty: 50478.558594
Iteration 61Q: 16 clusters Score -9.827254e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 72441 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14179 members 
Mstep: Class 5 contains 47091 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 8 contains 58735 members 
Mstep: Class 9 contains 53989 members 
Mstep: Class 10 contains 45485 members 
Mstep: Class 12 contains 81281 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10955 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 20 contains 181912 members 
Mstep: Class 21 contains 176594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273120.000000 Penalty: 50478.558594
Iteration 62Q: 16 clusters Score -9.827312e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 72533 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14209 members 
Mstep: Class 5 contains 47122 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58754 members 
Mstep: Class 9 contains 54011 members 
Mstep: Class 10 contains 46015 members 
Mstep: Class 12 contains 80358 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10940 members 
Mstep: Class 16 contains 25610 members 
Mstep: Class 20 contains 182081 members 
Mstep: Class 21 contains 176589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273304.000000 Penalty: 50478.558594
Iteration 63Q: 16 clusters Score -9.82733e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 72586 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14235 members 
Mstep: Class 5 contains 47168 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58750 members 
Mstep: Class 9 contains 54045 members 
Mstep: Class 10 contains 46511 members 
Mstep: Class 12 contains 79445 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10936 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 20 contains 182294 members 
Mstep: Class 21 contains 176588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273184.000000 Penalty: 50478.558594
Iteration 64Q: 16 clusters Score -9.827318e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 72653 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14264 members 
Mstep: Class 5 contains 47210 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 8 contains 58717 members 
Mstep: Class 9 contains 54054 members 
Mstep: Class 10 contains 46961 members 
Mstep: Class 12 contains 78585 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 16 contains 25610 members 
Mstep: Class 20 contains 182495 members 
Mstep: Class 21 contains 176656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273392.000000 Penalty: 50478.558594
Iteration 65Q: 16 clusters Score -9.827339e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 72714 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14292 members 
Mstep: Class 5 contains 47277 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 8 contains 58691 members 
Mstep: Class 9 contains 54052 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 12 contains 77713 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10923 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 20 contains 182713 members 
Mstep: Class 21 contains 176736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273576.000000 Penalty: 50478.558594
Iteration 66Q: 16 clusters Score -9.827358e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 72764 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14324 members 
Mstep: Class 5 contains 47323 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58638 members 
Mstep: Class 9 contains 54065 members 
Mstep: Class 10 contains 47812 members 
Mstep: Class 12 contains 76851 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10920 members 
Mstep: Class 16 contains 25589 members 
Mstep: Class 20 contains 182958 members 
Mstep: Class 21 contains 176830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273840.000000 Penalty: 50478.558594
Iteration 67Q: 16 clusters Score -9.827384e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 72796 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14358 members 
Mstep: Class 5 contains 47369 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 8 contains 58603 members 
Mstep: Class 9 contains 54068 members 
Mstep: Class 10 contains 48214 members 
Mstep: Class 12 contains 75975 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10908 members 
Mstep: Class 16 contains 25594 members 
Mstep: Class 20 contains 183129 members 
Mstep: Class 21 contains 177021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273992.000000 Penalty: 50478.558594
Iteration 68Q: 16 clusters Score -9.827399e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 72815 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 47387 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58568 members 
Mstep: Class 9 contains 54062 members 
Mstep: Class 10 contains 48606 members 
Mstep: Class 12 contains 75112 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10902 members 
Mstep: Class 16 contains 25604 members 
Mstep: Class 20 contains 183226 members 
Mstep: Class 21 contains 177313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274096.000000 Penalty: 50478.558594
Iteration 69Q: 16 clusters Score -9.82741e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 72842 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14440 members 
Mstep: Class 5 contains 47412 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58524 members 
Mstep: Class 9 contains 54045 members 
Mstep: Class 10 contains 49033 members 
Mstep: Class 12 contains 74247 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10899 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 20 contains 183235 members 
Mstep: Class 21 contains 177669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274432.000000 Penalty: 50478.558594
Iteration 70Q: 16 clusters Score -9.827443e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 72860 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14480 members 
Mstep: Class 5 contains 47468 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58496 members 
Mstep: Class 9 contains 54032 members 
Mstep: Class 10 contains 49423 members 
Mstep: Class 12 contains 73397 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10904 members 
Mstep: Class 16 contains 25613 members 
Mstep: Class 20 contains 183307 members 
Mstep: Class 21 contains 177943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274504.000000 Penalty: 50478.558594
Iteration 71Q: 16 clusters Score -9.82745e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 72863 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14527 members 
Mstep: Class 5 contains 47508 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 58471 members 
Mstep: Class 9 contains 54050 members 
Mstep: Class 10 contains 49759 members 
Mstep: Class 12 contains 72593 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10902 members 
Mstep: Class 16 contains 25611 members 
Mstep: Class 20 contains 183431 members 
Mstep: Class 21 contains 178164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274440.000000 Penalty: 50478.558594
Iteration 72Q: 16 clusters Score -9.827444e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 72869 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14565 members 
Mstep: Class 5 contains 47547 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 8 contains 58474 members 
Mstep: Class 9 contains 54057 members 
Mstep: Class 10 contains 50080 members 
Mstep: Class 12 contains 71810 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 20 contains 183544 members 
Mstep: Class 21 contains 178392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274640.000000 Penalty: 50478.558594
Iteration 73Q: 16 clusters Score -9.827464e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 72871 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14605 members 
Mstep: Class 5 contains 47606 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 8 contains 58479 members 
Mstep: Class 9 contains 54064 members 
Mstep: Class 10 contains 50365 members 
Mstep: Class 12 contains 71007 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10900 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 20 contains 183655 members 
Mstep: Class 21 contains 178645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274688.000000 Penalty: 50478.558594
Iteration 74Q: 16 clusters Score -9.827469e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 72841 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14635 members 
Mstep: Class 5 contains 47650 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 8 contains 58481 members 
Mstep: Class 9 contains 54067 members 
Mstep: Class 10 contains 50655 members 
Mstep: Class 12 contains 70243 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10896 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 20 contains 183833 members 
Mstep: Class 21 contains 178864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274872.000000 Penalty: 50478.558594
Iteration 75Q: 16 clusters Score -9.827487e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 72818 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14675 members 
Mstep: Class 5 contains 47698 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 8 contains 58503 members 
Mstep: Class 9 contains 54099 members 
Mstep: Class 10 contains 50945 members 
Mstep: Class 12 contains 69504 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 16 contains 25593 members 
Mstep: Class 20 contains 183922 members 
Mstep: Class 21 contains 179084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274968.000000 Penalty: 50478.558594
Iteration 76Q: 16 clusters Score -9.827497e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 72796 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14689 members 
Mstep: Class 5 contains 47725 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 8 contains 58506 members 
Mstep: Class 9 contains 54152 members 
Mstep: Class 10 contains 51199 members 
Mstep: Class 12 contains 68852 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 20 contains 184012 members 
Mstep: Class 21 contains 179296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274872.000000 Penalty: 50478.558594
Iteration 77Q: 16 clusters Score -9.827487e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 72754 members 
Mstep: Class 3 contains 1275 members 
Mstep: Class 4 contains 14699 members 
Mstep: Class 5 contains 47760 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 8 contains 58505 members 
Mstep: Class 9 contains 54205 members 
Mstep: Class 10 contains 51451 members 
Mstep: Class 12 contains 68214 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 16 contains 25572 members 
Mstep: Class 20 contains 184135 members 
Mstep: Class 21 contains 179494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274792.000000 Penalty: 50478.558594
Iteration 78Q: 16 clusters Score -9.827479e+07 nChanged 2166
Entering ConstructFrom: 
Score: -98274792.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -880450.500000 Penalty: 2201.521484
	Iteration 0F: 2 clusters Score -880450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -874621.937500 Penalty: 4403.042969
	Iteration 0F: 3 clusters Score -874621.9 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -876203.125000 Penalty: 4403.042969
	Iteration 1F: 3 clusters Score -876203.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -876642.375000 Penalty: 4403.042969
	Iteration 2F: 3 clusters Score -876642.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -877202.187500 Penalty: 4403.042969
	Iteration 3F: 3 clusters Score -877202.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -877744.937500 Penalty: 4403.042969
	Iteration 4F: 3 clusters Score -877744.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -878244.750000 Penalty: 4403.042969
	Iteration 5F: 3 clusters Score -878244.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -878653.375000 Penalty: 4403.042969
	Iteration 6F: 3 clusters Score -878653.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -878923.500000 Penalty: 4403.042969
	Iteration 7Q: 3 clusters Score -878923.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -879101.937500 Penalty: 4403.042969
	Iteration 8Q: 3 clusters Score -879101.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -879207.562500 Penalty: 4403.042969
	Iteration 9Q: 3 clusters Score -879207.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -879281.750000 Penalty: 4403.042969
	Iteration 10Q: 3 clusters Score -879281.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -879329.250000 Penalty: 4403.042969
	Iteration 11Q: 3 clusters Score -879329.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -879360.125000 Penalty: 4403.042969
	Iteration 12Q: 3 clusters Score -879360.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -879390.687500 Penalty: 4403.042969
	Iteration 13Q: 3 clusters Score -879390.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -879420.562500 Penalty: 4403.042969
	Iteration 14Q: 3 clusters Score -879420.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -879439.437500 Penalty: 4403.042969
	Iteration 15Q: 3 clusters Score -879439.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -879455.750000 Penalty: 4403.042969
	Iteration 16Q: 3 clusters Score -879455.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -879468.000000 Penalty: 4403.042969
	Iteration 17Q: 3 clusters Score -879468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -879477.625000 Penalty: 4403.042969
	Iteration 18Q: 3 clusters Score -879477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -879484.250000 Penalty: 4403.042969
	Iteration 19Q: 3 clusters Score -879484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -879485.750000 Penalty: 4403.042969
	Iteration 20F: 3 clusters Score -879485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -879485.000000 Penalty: 4403.042969
	Iteration 21Q: 3 clusters Score -879485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -879488.250000 Penalty: 4403.042969
	Iteration 22Q: 3 clusters Score -879488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -879490.125000 Penalty: 4403.042969
	Iteration 23Q: 3 clusters Score -879490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -879490.312500 Penalty: 4403.042969
	Iteration 24Q: 3 clusters Score -879490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -879492.000000 Penalty: 4403.042969
	Iteration 25Q: 3 clusters Score -879492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -879494.125000 Penalty: 4403.042969
	Iteration 26Q: 3 clusters Score -879494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -879497.312500 Penalty: 4403.042969
	Iteration 27Q: 3 clusters Score -879497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -879501.187500 Penalty: 4403.042969
	Iteration 28Q: 3 clusters Score -879501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -879500.500000 Penalty: 4403.042969
	Iteration 29Q: 3 clusters Score -879500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -879499.937500 Penalty: 4403.042969
	Iteration 30Q: 3 clusters Score -879499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -879501.812500 Penalty: 4403.042969
	Iteration 31Q: 3 clusters Score -879501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -879501.250000 Penalty: 4403.042969
	Iteration 32Q: 3 clusters Score -879501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -879501.250000 Penalty: 4403.042969
	Iteration 33F: 3 clusters Score -879501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Entering Unmasked Estep 
Score: -9094923.000000 Penalty: 2776.145996
	Iteration 0F: 2 clusters Score -9094923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -9046006.000000 Penalty: 5552.291992
	Iteration 0F: 3 clusters Score -9046006 nChanged 34122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9065344.000000 Penalty: 5552.291992
	Iteration 1F: 3 clusters Score -9065344 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -9065956.000000 Penalty: 5552.291992
	Iteration 2Q: 3 clusters Score -9065956 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9066689.000000 Penalty: 5552.291992
	Iteration 3Q: 3 clusters Score -9066689 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -9067441.000000 Penalty: 5552.291992
	Iteration 4Q: 3 clusters Score -9067441 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -9068712.000000 Penalty: 5552.291992
	Iteration 5Q: 3 clusters Score -9068712 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -9070923.000000 Penalty: 5552.291992
	Iteration 6F: 3 clusters Score -9070923 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -9074488.000000 Penalty: 5552.291992
	Iteration 7F: 3 clusters Score -9074488 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -9079842.000000 Penalty: 5552.291992
	Iteration 8F: 3 clusters Score -9079842 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -9085675.000000 Penalty: 5552.291992
	Iteration 9F: 3 clusters Score -9085675 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -9089684.000000 Penalty: 5552.291992
	Iteration 10F: 3 clusters Score -9089684 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -9091569.000000 Penalty: 5552.291992
	Iteration 11Q: 3 clusters Score -9091569 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -9092186.000000 Penalty: 5552.291992
	Iteration 12Q: 3 clusters Score -9092186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -9092359.000000 Penalty: 5552.291992
	Iteration 13Q: 3 clusters Score -9092359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -9092450.000000 Penalty: 5552.291992
	Iteration 14Q: 3 clusters Score -9092450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -9092463.000000 Penalty: 5552.291992
	Iteration 15Q: 3 clusters Score -9092463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9092463.000000 Penalty: 5552.291992
	Iteration 16Q: 3 clusters Score -9092463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9092481.000000 Penalty: 5552.291992
	Iteration 17Q: 3 clusters Score -9092481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -9092477.000000 Penalty: 5552.291992
	Iteration 18Q: 3 clusters Score -9092477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9092486.000000 Penalty: 5552.291992
	Iteration 19Q: 3 clusters Score -9092486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9092486.000000 Penalty: 5552.291992
	Iteration 20F: 3 clusters Score -9092486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -131107.515625 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -131107.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129143.609375 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -129143.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -130660.640625 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -130660.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -132478.515625 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -132478.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133387.281250 Penalty: 3546.748047
	Iteration 3F: 3 clusters Score -133387.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -133758.640625 Penalty: 3546.748047
	Iteration 4Q: 3 clusters Score -133758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -133771.140625 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -133771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -133774.546875 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -133774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133776.906250 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -133776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -133779.500000 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -133779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133815.937500 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -133815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133847.031250 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -133847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -133882.859375 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -133882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133963.562500 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -133963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134053.515625 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -134053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -134053.515625 Penalty: 3546.748047
	Iteration 14F: 3 clusters Score -134053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 72703 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 47802 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 58517 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 51707 members 
Mstep: Class 12 contains 67612 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 20 contains 184252 members 
Mstep: Class 21 contains 179647 members 
Entering Unmasked Estep 
Score: -98275928.000000 Penalty: 53843.792969
Splitting cluster 3 changes total score from -98274792.000000 to -98275928.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (14713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Entering Unmasked Estep 
Score: -1912495.750000 Penalty: 2379.928711
	Iteration 0F: 2 clusters Score -1912496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1901846.500000 Penalty: 4759.857422
	Iteration 0F: 3 clusters Score -1901846 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1905111.125000 Penalty: 4759.857422
	Iteration 1F: 3 clusters Score -1905111 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1905427.000000 Penalty: 4759.857422
	Iteration 2F: 3 clusters Score -1905427 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1905672.000000 Penalty: 4759.857422
	Iteration 3Q: 3 clusters Score -1905672 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1905841.500000 Penalty: 4759.857422
	Iteration 4Q: 3 clusters Score -1905842 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1905979.750000 Penalty: 4759.857422
	Iteration 5Q: 3 clusters Score -1905980 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1906120.250000 Penalty: 4759.857422
	Iteration 6Q: 3 clusters Score -1906120 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1906273.250000 Penalty: 4759.857422
	Iteration 7Q: 3 clusters Score -1906273 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1906424.875000 Penalty: 4759.857422
	Iteration 8Q: 3 clusters Score -1906425 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1906623.125000 Penalty: 4759.857422
	Iteration 9Q: 3 clusters Score -1906623 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1906911.875000 Penalty: 4759.857422
	Iteration 10Q: 3 clusters Score -1906912 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1907302.000000 Penalty: 4759.857422
	Iteration 11Q: 3 clusters Score -1907302 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1907862.750000 Penalty: 4759.857422
	Iteration 12Q: 3 clusters Score -1907863 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1908506.000000 Penalty: 4759.857422
	Iteration 13F: 3 clusters Score -1908506 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1909079.250000 Penalty: 4759.857422
	Iteration 14Q: 3 clusters Score -1909079 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1909493.125000 Penalty: 4759.857422
	Iteration 15Q: 3 clusters Score -1909493 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1909762.375000 Penalty: 4759.857422
	Iteration 16Q: 3 clusters Score -1909762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1909920.875000 Penalty: 4759.857422
	Iteration 17Q: 3 clusters Score -1909921 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1910024.000000 Penalty: 4759.857422
	Iteration 18Q: 3 clusters Score -1910024 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1910103.750000 Penalty: 4759.857422
	Iteration 19Q: 3 clusters Score -1910104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1910160.875000 Penalty: 4759.857422
	Iteration 20F: 3 clusters Score -1910161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1910192.500000 Penalty: 4759.857422
	Iteration 21Q: 3 clusters Score -1910192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1910226.250000 Penalty: 4759.857422
	Iteration 22Q: 3 clusters Score -1910226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1910251.250000 Penalty: 4759.857422
	Iteration 23Q: 3 clusters Score -1910251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1910256.000000 Penalty: 4759.857422
	Iteration 24Q: 3 clusters Score -1910256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1910275.375000 Penalty: 4759.857422
	Iteration 25Q: 3 clusters Score -1910275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1910292.875000 Penalty: 4759.857422
	Iteration 26Q: 3 clusters Score -1910293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1910300.375000 Penalty: 4759.857422
	Iteration 27Q: 3 clusters Score -1910300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1910307.250000 Penalty: 4759.857422
	Iteration 28Q: 3 clusters Score -1910307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1910313.625000 Penalty: 4759.857422
	Iteration 29Q: 3 clusters Score -1910314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1910324.625000 Penalty: 4759.857422
	Iteration 30Q: 3 clusters Score -1910325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1910331.875000 Penalty: 4759.857422
	Iteration 31Q: 3 clusters Score -1910332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1910338.750000 Penalty: 4759.857422
	Iteration 32Q: 3 clusters Score -1910339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1910347.625000 Penalty: 4759.857422
	Iteration 33Q: 3 clusters Score -1910348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1910349.500000 Penalty: 4759.857422
	Iteration 34Q: 3 clusters Score -1910350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1910362.875000 Penalty: 4759.857422
	Iteration 35Q: 3 clusters Score -1910363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1910369.625000 Penalty: 4759.857422
	Iteration 36Q: 3 clusters Score -1910370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1910375.250000 Penalty: 4759.857422
	Iteration 37Q: 3 clusters Score -1910375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1910383.500000 Penalty: 4759.857422
	Iteration 38Q: 3 clusters Score -1910384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1910396.500000 Penalty: 4759.857422
	Iteration 39Q: 3 clusters Score -1910396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1910404.125000 Penalty: 4759.857422
	Iteration 40F: 3 clusters Score -1910404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1910410.500000 Penalty: 4759.857422
	Iteration 41Q: 3 clusters Score -1910410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1910415.250000 Penalty: 4759.857422
	Iteration 42Q: 3 clusters Score -1910415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1910419.750000 Penalty: 4759.857422
	Iteration 43Q: 3 clusters Score -1910420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1910421.250000 Penalty: 4759.857422
	Iteration 44Q: 3 clusters Score -1910421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1910423.000000 Penalty: 4759.857422
	Iteration 45Q: 3 clusters Score -1910423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1910426.125000 Penalty: 4759.857422
	Iteration 46Q: 3 clusters Score -1910426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1910429.000000 Penalty: 4759.857422
	Iteration 47Q: 3 clusters Score -1910429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1910431.250000 Penalty: 4759.857422
	Iteration 48Q: 3 clusters Score -1910431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1910430.875000 Penalty: 4759.857422
	Iteration 49Q: 3 clusters Score -1910431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1910435.375000 Penalty: 4759.857422
	Iteration 50Q: 3 clusters Score -1910435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1910438.375000 Penalty: 4759.857422
	Iteration 51Q: 3 clusters Score -1910438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1910445.375000 Penalty: 4759.857422
	Iteration 52Q: 3 clusters Score -1910445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1910446.625000 Penalty: 4759.857422
	Iteration 53Q: 3 clusters Score -1910447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1910451.500000 Penalty: 4759.857422
	Iteration 54Q: 3 clusters Score -1910452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1910451.625000 Penalty: 4759.857422
	Iteration 55Q: 3 clusters Score -1910452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1910450.500000 Penalty: 4759.857422
	Iteration 56Q: 3 clusters Score -1910450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1910449.000000 Penalty: 4759.857422
	Iteration 57Q: 3 clusters Score -1910449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1910449.000000 Penalty: 4759.857422
	Iteration 58F: 3 clusters Score -1910449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Entering Unmasked Estep 
Score: -6186032.500000 Penalty: 2672.156250
	Iteration 0F: 2 clusters Score -6186032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -6153841.000000 Penalty: 5344.312500
	Iteration 0F: 3 clusters Score -6153841 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -6166365.500000 Penalty: 5344.312500
	Iteration 1F: 3 clusters Score -6166366 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6167200.000000 Penalty: 5344.312500
	Iteration 2Q: 3 clusters Score -6167200 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6168194.000000 Penalty: 5344.312500
	Iteration 3Q: 3 clusters Score -6168194 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -6169620.000000 Penalty: 5344.312500
	Iteration 4F: 3 clusters Score -6169620 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -6171817.000000 Penalty: 5344.312500
	Iteration 5F: 3 clusters Score -6171817 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -6174874.000000 Penalty: 5344.312500
	Iteration 6F: 3 clusters Score -6174874 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -6178124.000000 Penalty: 5344.312500
	Iteration 7F: 3 clusters Score -6178124 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -6180808.500000 Penalty: 5344.312500
	Iteration 8F: 3 clusters Score -6180808 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6182228.500000 Penalty: 5344.312500
	Iteration 9Q: 3 clusters Score -6182228 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -6182800.000000 Penalty: 5344.312500
	Iteration 10Q: 3 clusters Score -6182800 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -6183064.000000 Penalty: 5344.312500
	Iteration 11Q: 3 clusters Score -6183064 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -6183178.000000 Penalty: 5344.312500
	Iteration 12Q: 3 clusters Score -6183178 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -6183250.000000 Penalty: 5344.312500
	Iteration 13Q: 3 clusters Score -6183250 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6183352.000000 Penalty: 5344.312500
	Iteration 14Q: 3 clusters Score -6183352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -6183407.500000 Penalty: 5344.312500
	Iteration 15Q: 3 clusters Score -6183408 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6183495.500000 Penalty: 5344.312500
	Iteration 16Q: 3 clusters Score -6183496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -6183550.000000 Penalty: 5344.312500
	Iteration 17Q: 3 clusters Score -6183550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6183584.500000 Penalty: 5344.312500
	Iteration 18Q: 3 clusters Score -6183584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -6183643.000000 Penalty: 5344.312500
	Iteration 19Q: 3 clusters Score -6183643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -6183691.500000 Penalty: 5344.312500
	Iteration 20F: 3 clusters Score -6183692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6183718.500000 Penalty: 5344.312500
	Iteration 21Q: 3 clusters Score -6183718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6183734.000000 Penalty: 5344.312500
	Iteration 22Q: 3 clusters Score -6183734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6183732.000000 Penalty: 5344.312500
	Iteration 23Q: 3 clusters Score -6183732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -6183761.000000 Penalty: 5344.312500
	Iteration 24Q: 3 clusters Score -6183761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -6183783.000000 Penalty: 5344.312500
	Iteration 25Q: 3 clusters Score -6183783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6183801.500000 Penalty: 5344.312500
	Iteration 26Q: 3 clusters Score -6183802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6183808.500000 Penalty: 5344.312500
	Iteration 27Q: 3 clusters Score -6183808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6183798.000000 Penalty: 5344.312500
	Iteration 28Q: 3 clusters Score -6183798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6183820.000000 Penalty: 5344.312500
	Iteration 29Q: 3 clusters Score -6183820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -6183812.500000 Penalty: 5344.312500
	Iteration 30Q: 3 clusters Score -6183812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -6183810.500000 Penalty: 5344.312500
	Iteration 31Q: 3 clusters Score -6183810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6183819.000000 Penalty: 5344.312500
	Iteration 32Q: 3 clusters Score -6183819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -6183836.000000 Penalty: 5344.312500
	Iteration 33Q: 3 clusters Score -6183836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6183830.000000 Penalty: 5344.312500
	Iteration 34Q: 3 clusters Score -6183830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -6183844.500000 Penalty: 5344.312500
	Iteration 35Q: 3 clusters Score -6183844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6183846.500000 Penalty: 5344.312500
	Iteration 36Q: 3 clusters Score -6183846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6183859.500000 Penalty: 5344.312500
	Iteration 37Q: 3 clusters Score -6183860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -6183864.000000 Penalty: 5344.312500
	Iteration 38Q: 3 clusters Score -6183864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -6183864.500000 Penalty: 5344.312500
	Iteration 39Q: 3 clusters Score -6183864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -6183854.500000 Penalty: 5344.312500
	Iteration 40F: 3 clusters Score -6183854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -6183865.000000 Penalty: 5344.312500
	Iteration 41Q: 3 clusters Score -6183865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -6183862.500000 Penalty: 5344.312500
	Iteration 42Q: 3 clusters Score -6183862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6183857.500000 Penalty: 5344.312500
	Iteration 43Q: 3 clusters Score -6183858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -6183860.000000 Penalty: 5344.312500
	Iteration 44Q: 3 clusters Score -6183860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -6183864.000000 Penalty: 5344.312500
	Iteration 45Q: 3 clusters Score -6183864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -6183863.000000 Penalty: 5344.312500
	Iteration 46Q: 3 clusters Score -6183863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -6183861.500000 Penalty: 5344.312500
	Iteration 47Q: 3 clusters Score -6183862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6183854.500000 Penalty: 5344.312500
	Iteration 48Q: 3 clusters Score -6183854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6183854.500000 Penalty: 5344.312500
	Iteration 49Q: 3 clusters Score -6183854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6183854.500000 Penalty: 5344.312500
	Iteration 50F: 3 clusters Score -6183854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -523135.812500 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -523135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -519141.687500 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -519141.7 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -520334.531250 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -520334.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -520753.000000 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -520753 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -521160.500000 Penalty: 4143.100586
	Iteration 3F: 3 clusters Score -521160.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -521390.781250 Penalty: 4143.100586
	Iteration 4F: 3 clusters Score -521390.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -521543.687500 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -521543.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -521669.218750 Penalty: 4143.100586
	Iteration 6Q: 3 clusters Score -521669.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -521804.937500 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -521804.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -521952.468750 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -521952.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -522136.343750 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -522136.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -522362.062500 Penalty: 4143.100586
	Iteration 10F: 3 clusters Score -522362.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -522615.687500 Penalty: 4143.100586
	Iteration 11F: 3 clusters Score -522615.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -522847.750000 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -522847.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -523019.375000 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -523019.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -523155.937500 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -523155.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -523254.687500 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -523254.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -523313.968750 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -523314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -523335.062500 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -523335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -523343.781250 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -523343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -523346.312500 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -523346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -523415.656250 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -523415.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -523578.687500 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -523578.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -523648.375000 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -523648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -523666.812500 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -523666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -523676.218750 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -523676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -523687.031250 Penalty: 4143.100586
	Iteration 25F: 3 clusters Score -523687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -523716.406250 Penalty: 4143.100586
	Iteration 26Q: 3 clusters Score -523716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -523722.843750 Penalty: 4143.100586
	Iteration 27Q: 3 clusters Score -523722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -523722.843750 Penalty: 4143.100586
	Iteration 28F: 3 clusters Score -523722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 72703 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 47802 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 58517 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 51707 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 67612 members 
Mstep: Class 13 contains 1544 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 20 contains 184252 members 
Mstep: Class 21 contains 179647 members 
Entering Unmasked Estep 
Score: -98275408.000000 Penalty: 57209.031250
Splitting cluster 6 changes total score from -98274792.000000 to -98275408.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (58517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Entering Unmasked Estep 
Score: -7539869.500000 Penalty: 2722.313965
	Iteration 0F: 2 clusters Score -7539870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -7500534.500000 Penalty: 5444.627930
	Iteration 0F: 3 clusters Score -7500534 nChanged 27178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -7515904.000000 Penalty: 5444.627930
	Iteration 1F: 3 clusters Score -7515904 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7516534.500000 Penalty: 5444.627930
	Iteration 2Q: 3 clusters Score -7516534 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7517182.500000 Penalty: 5444.627930
	Iteration 3Q: 3 clusters Score -7517182 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -7517761.500000 Penalty: 5444.627930
	Iteration 4Q: 3 clusters Score -7517762 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -7518541.000000 Penalty: 5444.627930
	Iteration 5Q: 3 clusters Score -7518541 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -7519481.000000 Penalty: 5444.627930
	Iteration 6Q: 3 clusters Score -7519481 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7520803.500000 Penalty: 5444.627930
	Iteration 7Q: 3 clusters Score -7520804 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -7522676.000000 Penalty: 5444.627930
	Iteration 8F: 3 clusters Score -7522676 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -7525081.000000 Penalty: 5444.627930
	Iteration 9F: 3 clusters Score -7525081 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -7527507.000000 Penalty: 5444.627930
	Iteration 10F: 3 clusters Score -7527507 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7529046.500000 Penalty: 5444.627930
	Iteration 11F: 3 clusters Score -7529046 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -7529755.000000 Penalty: 5444.627930
	Iteration 12Q: 3 clusters Score -7529755 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -7530072.000000 Penalty: 5444.627930
	Iteration 13Q: 3 clusters Score -7530072 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7530293.000000 Penalty: 5444.627930
	Iteration 14Q: 3 clusters Score -7530293 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -7530434.000000 Penalty: 5444.627930
	Iteration 15Q: 3 clusters Score -7530434 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -7530603.000000 Penalty: 5444.627930
	Iteration 16Q: 3 clusters Score -7530603 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -7530715.500000 Penalty: 5444.627930
	Iteration 17Q: 3 clusters Score -7530716 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -7530877.000000 Penalty: 5444.627930
	Iteration 18Q: 3 clusters Score -7530877 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -7531025.500000 Penalty: 5444.627930
	Iteration 19Q: 3 clusters Score -7531026 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7531189.500000 Penalty: 5444.627930
	Iteration 20F: 3 clusters Score -7531190 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -7531308.000000 Penalty: 5444.627930
	Iteration 21Q: 3 clusters Score -7531308 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -7531383.000000 Penalty: 5444.627930
	Iteration 22Q: 3 clusters Score -7531383 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -7531480.000000 Penalty: 5444.627930
	Iteration 23Q: 3 clusters Score -7531480 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7531614.000000 Penalty: 5444.627930
	Iteration 24Q: 3 clusters Score -7531614 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7531697.000000 Penalty: 5444.627930
	Iteration 25Q: 3 clusters Score -7531697 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -7531795.500000 Penalty: 5444.627930
	Iteration 26Q: 3 clusters Score -7531796 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7531924.000000 Penalty: 5444.627930
	Iteration 27Q: 3 clusters Score -7531924 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -7532011.000000 Penalty: 5444.627930
	Iteration 28Q: 3 clusters Score -7532011 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7532126.500000 Penalty: 5444.627930
	Iteration 29Q: 3 clusters Score -7532126 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7532205.000000 Penalty: 5444.627930
	Iteration 30Q: 3 clusters Score -7532205 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -7532398.500000 Penalty: 5444.627930
	Iteration 31Q: 3 clusters Score -7532398 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7532518.500000 Penalty: 5444.627930
	Iteration 32Q: 3 clusters Score -7532518 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -7532671.000000 Penalty: 5444.627930
	Iteration 33Q: 3 clusters Score -7532671 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -7532865.000000 Penalty: 5444.627930
	Iteration 34Q: 3 clusters Score -7532865 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -7533002.000000 Penalty: 5444.627930
	Iteration 35Q: 3 clusters Score -7533002 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -7533182.000000 Penalty: 5444.627930
	Iteration 36Q: 3 clusters Score -7533182 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -7533349.500000 Penalty: 5444.627930
	Iteration 37Q: 3 clusters Score -7533350 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -7533537.500000 Penalty: 5444.627930
	Iteration 38Q: 3 clusters Score -7533538 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -7533774.000000 Penalty: 5444.627930
	Iteration 39Q: 3 clusters Score -7533774 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -7534006.000000 Penalty: 5444.627930
	Iteration 40F: 3 clusters Score -7534006 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -7534235.000000 Penalty: 5444.627930
	Iteration 41Q: 3 clusters Score -7534235 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -7534456.000000 Penalty: 5444.627930
	Iteration 42Q: 3 clusters Score -7534456 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -7534698.500000 Penalty: 5444.627930
	Iteration 43Q: 3 clusters Score -7534698 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -7534890.000000 Penalty: 5444.627930
	Iteration 44Q: 3 clusters Score -7534890 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -7535064.000000 Penalty: 5444.627930
	Iteration 45Q: 3 clusters Score -7535064 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -7535193.000000 Penalty: 5444.627930
	Iteration 46Q: 3 clusters Score -7535193 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -7535374.500000 Penalty: 5444.627930
	Iteration 47Q: 3 clusters Score -7535374 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -7535561.500000 Penalty: 5444.627930
	Iteration 48Q: 3 clusters Score -7535562 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -7535709.500000 Penalty: 5444.627930
	Iteration 49Q: 3 clusters Score -7535710 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -7535868.000000 Penalty: 5444.627930
	Iteration 50Q: 3 clusters Score -7535868 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -7536030.500000 Penalty: 5444.627930
	Iteration 51Q: 3 clusters Score -7536030 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -7536150.000000 Penalty: 5444.627930
	Iteration 52Q: 3 clusters Score -7536150 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -7536314.500000 Penalty: 5444.627930
	Iteration 53Q: 3 clusters Score -7536314 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7536438.500000 Penalty: 5444.627930
	Iteration 54Q: 3 clusters Score -7536438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -7536594.500000 Penalty: 5444.627930
	Iteration 55Q: 3 clusters Score -7536594 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -7536746.000000 Penalty: 5444.627930
	Iteration 56Q: 3 clusters Score -7536746 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7536823.500000 Penalty: 5444.627930
	Iteration 57Q: 3 clusters Score -7536824 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7536907.500000 Penalty: 5444.627930
	Iteration 58Q: 3 clusters Score -7536908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -7536939.000000 Penalty: 5444.627930
	Iteration 59Q: 3 clusters Score -7536939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -7537013.000000 Penalty: 5444.627930
	Iteration 60F: 3 clusters Score -7537013 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7537088.000000 Penalty: 5444.627930
	Iteration 61Q: 3 clusters Score -7537088 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -7537153.500000 Penalty: 5444.627930
	Iteration 62Q: 3 clusters Score -7537154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7537190.000000 Penalty: 5444.627930
	Iteration 63Q: 3 clusters Score -7537190 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7537241.000000 Penalty: 5444.627930
	Iteration 64Q: 3 clusters Score -7537241 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -7537278.000000 Penalty: 5444.627930
	Iteration 65Q: 3 clusters Score -7537278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -7537330.500000 Penalty: 5444.627930
	Iteration 66Q: 3 clusters Score -7537330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7537397.500000 Penalty: 5444.627930
	Iteration 67Q: 3 clusters Score -7537398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -7537427.000000 Penalty: 5444.627930
	Iteration 68Q: 3 clusters Score -7537427 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -7537437.500000 Penalty: 5444.627930
	Iteration 69Q: 3 clusters Score -7537438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -7537467.000000 Penalty: 5444.627930
	Iteration 70Q: 3 clusters Score -7537467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -7537465.500000 Penalty: 5444.627930
	Iteration 71Q: 3 clusters Score -7537466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7537491.000000 Penalty: 5444.627930
	Iteration 72Q: 3 clusters Score -7537491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -7537487.500000 Penalty: 5444.627930
	Iteration 73Q: 3 clusters Score -7537488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7537514.500000 Penalty: 5444.627930
	Iteration 74Q: 3 clusters Score -7537514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -7537533.500000 Penalty: 5444.627930
	Iteration 75Q: 3 clusters Score -7537534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -7537550.000000 Penalty: 5444.627930
	Iteration 76Q: 3 clusters Score -7537550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -7537565.500000 Penalty: 5444.627930
	Iteration 77Q: 3 clusters Score -7537566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7537571.000000 Penalty: 5444.627930
	Iteration 78Q: 3 clusters Score -7537571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -7537603.500000 Penalty: 5444.627930
	Iteration 79Q: 3 clusters Score -7537604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7537602.500000 Penalty: 5444.627930
	Iteration 80F: 3 clusters Score -7537602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -7537609.000000 Penalty: 5444.627930
	Iteration 81Q: 3 clusters Score -7537609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7537622.000000 Penalty: 5444.627930
	Iteration 82Q: 3 clusters Score -7537622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -7537621.500000 Penalty: 5444.627930
	Iteration 83Q: 3 clusters Score -7537622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -7537631.500000 Penalty: 5444.627930
	Iteration 84Q: 3 clusters Score -7537632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -7537630.500000 Penalty: 5444.627930
	Iteration 85Q: 3 clusters Score -7537630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -7537635.500000 Penalty: 5444.627930
	Iteration 86Q: 3 clusters Score -7537636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -7537656.500000 Penalty: 5444.627930
	Iteration 87Q: 3 clusters Score -7537656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -7537669.500000 Penalty: 5444.627930
	Iteration 88Q: 3 clusters Score -7537670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7537675.500000 Penalty: 5444.627930
	Iteration 89Q: 3 clusters Score -7537676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -7537674.500000 Penalty: 5444.627930
	Iteration 90Q: 3 clusters Score -7537674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -7537683.000000 Penalty: 5444.627930
	Iteration 91Q: 3 clusters Score -7537683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7537686.000000 Penalty: 5444.627930
	Iteration 92Q: 3 clusters Score -7537686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -7537679.000000 Penalty: 5444.627930
	Iteration 93Q: 3 clusters Score -7537679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -7537683.500000 Penalty: 5444.627930
	Iteration 94Q: 3 clusters Score -7537684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7537684.000000 Penalty: 5444.627930
	Iteration 95Q: 3 clusters Score -7537684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -7537682.500000 Penalty: 5444.627930
	Iteration 96Q: 3 clusters Score -7537682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -7537688.000000 Penalty: 5444.627930
	Iteration 97Q: 3 clusters Score -7537688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7537686.500000 Penalty: 5444.627930
	Iteration 98Q: 3 clusters Score -7537686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -7537685.000000 Penalty: 5444.627930
	Iteration 99Q: 3 clusters Score -7537685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -7537689.500000 Penalty: 5444.627930
	Iteration 100F: 3 clusters Score -7537690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -7537688.000000 Penalty: 5444.627930
	Iteration 101Q: 3 clusters Score -7537688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -7537689.000000 Penalty: 5444.627930
	Iteration 102Q: 3 clusters Score -7537689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7537689.500000 Penalty: 5444.627930
	Iteration 103Q: 3 clusters Score -7537690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -7537691.500000 Penalty: 5444.627930
	Iteration 104Q: 3 clusters Score -7537692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -7537696.500000 Penalty: 5444.627930
	Iteration 105Q: 3 clusters Score -7537696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -7537687.500000 Penalty: 5444.627930
	Iteration 106Q: 3 clusters Score -7537688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -7537693.500000 Penalty: 5444.627930
	Iteration 107Q: 3 clusters Score -7537694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -7537690.000000 Penalty: 5444.627930
	Iteration 108Q: 3 clusters Score -7537690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -7537706.000000 Penalty: 5444.627930
	Iteration 109Q: 3 clusters Score -7537706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7537703.500000 Penalty: 5444.627930
	Iteration 110Q: 3 clusters Score -7537704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -7537716.000000 Penalty: 5444.627930
	Iteration 111Q: 3 clusters Score -7537716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -7537710.000000 Penalty: 5444.627930
	Iteration 112Q: 3 clusters Score -7537710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -7537725.000000 Penalty: 5444.627930
	Iteration 113Q: 3 clusters Score -7537725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -7537721.500000 Penalty: 5444.627930
	Iteration 114Q: 3 clusters Score -7537722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -7537726.000000 Penalty: 5444.627930
	Iteration 115Q: 3 clusters Score -7537726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7537725.500000 Penalty: 5444.627930
	Iteration 116Q: 3 clusters Score -7537726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7537725.500000 Penalty: 5444.627930
	Iteration 117F: 3 clusters Score -7537726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Entering Unmasked Estep 
Score: -6989740.000000 Penalty: 2703.527832
	Iteration 0F: 2 clusters Score -6989740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -6953437.000000 Penalty: 5407.055664
	Iteration 0F: 3 clusters Score -6953437 nChanged 25030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -6967238.500000 Penalty: 5407.055664
	Iteration 1F: 3 clusters Score -6967238 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -6967673.000000 Penalty: 5407.055664
	Iteration 2Q: 3 clusters Score -6967673 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -6968065.000000 Penalty: 5407.055664
	Iteration 3Q: 3 clusters Score -6968065 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -6968532.000000 Penalty: 5407.055664
	Iteration 4Q: 3 clusters Score -6968532 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -6969118.000000 Penalty: 5407.055664
	Iteration 5Q: 3 clusters Score -6969118 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6969958.000000 Penalty: 5407.055664
	Iteration 6Q: 3 clusters Score -6969958 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -6971257.000000 Penalty: 5407.055664
	Iteration 7Q: 3 clusters Score -6971257 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6973223.000000 Penalty: 5407.055664
	Iteration 8F: 3 clusters Score -6973223 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -6976281.000000 Penalty: 5407.055664
	Iteration 9F: 3 clusters Score -6976281 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -6979993.000000 Penalty: 5407.055664
	Iteration 10F: 3 clusters Score -6979993 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -6983307.000000 Penalty: 5407.055664
	Iteration 11F: 3 clusters Score -6983307 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -6985327.500000 Penalty: 5407.055664
	Iteration 12Q: 3 clusters Score -6985328 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -6986411.500000 Penalty: 5407.055664
	Iteration 13Q: 3 clusters Score -6986412 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -6986897.000000 Penalty: 5407.055664
	Iteration 14Q: 3 clusters Score -6986897 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -6987153.000000 Penalty: 5407.055664
	Iteration 15Q: 3 clusters Score -6987153 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -6987309.500000 Penalty: 5407.055664
	Iteration 16Q: 3 clusters Score -6987310 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -6987423.500000 Penalty: 5407.055664
	Iteration 17Q: 3 clusters Score -6987424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -6987505.500000 Penalty: 5407.055664
	Iteration 18Q: 3 clusters Score -6987506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -6987580.500000 Penalty: 5407.055664
	Iteration 19Q: 3 clusters Score -6987580 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -6987646.000000 Penalty: 5407.055664
	Iteration 20F: 3 clusters Score -6987646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -6987690.000000 Penalty: 5407.055664
	Iteration 21Q: 3 clusters Score -6987690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -6987728.500000 Penalty: 5407.055664
	Iteration 22Q: 3 clusters Score -6987728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -6987736.000000 Penalty: 5407.055664
	Iteration 23Q: 3 clusters Score -6987736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -6987748.000000 Penalty: 5407.055664
	Iteration 24Q: 3 clusters Score -6987748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -6987751.000000 Penalty: 5407.055664
	Iteration 25Q: 3 clusters Score -6987751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -6987758.000000 Penalty: 5407.055664
	Iteration 26Q: 3 clusters Score -6987758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -6987772.000000 Penalty: 5407.055664
	Iteration 27Q: 3 clusters Score -6987772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6987768.500000 Penalty: 5407.055664
	Iteration 28Q: 3 clusters Score -6987768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -6987782.000000 Penalty: 5407.055664
	Iteration 29Q: 3 clusters Score -6987782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -6987784.000000 Penalty: 5407.055664
	Iteration 30Q: 3 clusters Score -6987784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -6987787.500000 Penalty: 5407.055664
	Iteration 31Q: 3 clusters Score -6987788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -6987782.000000 Penalty: 5407.055664
	Iteration 32Q: 3 clusters Score -6987782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -6987795.500000 Penalty: 5407.055664
	Iteration 33Q: 3 clusters Score -6987796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -6987802.000000 Penalty: 5407.055664
	Iteration 34Q: 3 clusters Score -6987802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -6987803.000000 Penalty: 5407.055664
	Iteration 35Q: 3 clusters Score -6987803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -6987801.000000 Penalty: 5407.055664
	Iteration 36Q: 3 clusters Score -6987801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -6987797.000000 Penalty: 5407.055664
	Iteration 37Q: 3 clusters Score -6987797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -6987797.000000 Penalty: 5407.055664
	Iteration 38F: 3 clusters Score -6987797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Entering Unmasked Estep 
Score: -6695649.500000 Penalty: 2691.630371
	Iteration 0F: 2 clusters Score -6695650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -6660812.500000 Penalty: 5383.260742
	Iteration 0F: 3 clusters Score -6660812 nChanged 24003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6674398.000000 Penalty: 5383.260742
	Iteration 1F: 3 clusters Score -6674398 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -6675084.500000 Penalty: 5383.260742
	Iteration 2Q: 3 clusters Score -6675084 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -6675912.500000 Penalty: 5383.260742
	Iteration 3Q: 3 clusters Score -6675912 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -6677025.000000 Penalty: 5383.260742
	Iteration 4Q: 3 clusters Score -6677025 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -6678533.000000 Penalty: 5383.260742
	Iteration 5F: 3 clusters Score -6678533 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6680697.000000 Penalty: 5383.260742
	Iteration 6F: 3 clusters Score -6680697 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -6683359.500000 Penalty: 5383.260742
	Iteration 7F: 3 clusters Score -6683360 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6686016.500000 Penalty: 5383.260742
	Iteration 8F: 3 clusters Score -6686016 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -6688082.500000 Penalty: 5383.260742
	Iteration 9Q: 3 clusters Score -6688082 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -6689447.500000 Penalty: 5383.260742
	Iteration 10Q: 3 clusters Score -6689448 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6690221.000000 Penalty: 5383.260742
	Iteration 11Q: 3 clusters Score -6690221 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -6690805.000000 Penalty: 5383.260742
	Iteration 12Q: 3 clusters Score -6690805 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -6691222.500000 Penalty: 5383.260742
	Iteration 13Q: 3 clusters Score -6691222 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6691565.500000 Penalty: 5383.260742
	Iteration 14Q: 3 clusters Score -6691566 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6691897.500000 Penalty: 5383.260742
	Iteration 15Q: 3 clusters Score -6691898 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6692133.000000 Penalty: 5383.260742
	Iteration 16Q: 3 clusters Score -6692133 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6692345.000000 Penalty: 5383.260742
	Iteration 17Q: 3 clusters Score -6692345 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6692498.000000 Penalty: 5383.260742
	Iteration 18Q: 3 clusters Score -6692498 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6692670.500000 Penalty: 5383.260742
	Iteration 19Q: 3 clusters Score -6692670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6692808.000000 Penalty: 5383.260742
	Iteration 20F: 3 clusters Score -6692808 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6692911.000000 Penalty: 5383.260742
	Iteration 21Q: 3 clusters Score -6692911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6692998.000000 Penalty: 5383.260742
	Iteration 22Q: 3 clusters Score -6692998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6693062.500000 Penalty: 5383.260742
	Iteration 23Q: 3 clusters Score -6693062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6693120.000000 Penalty: 5383.260742
	Iteration 24Q: 3 clusters Score -6693120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6693143.000000 Penalty: 5383.260742
	Iteration 25Q: 3 clusters Score -6693143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6693176.000000 Penalty: 5383.260742
	Iteration 26Q: 3 clusters Score -6693176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6693215.000000 Penalty: 5383.260742
	Iteration 27Q: 3 clusters Score -6693215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6693242.500000 Penalty: 5383.260742
	Iteration 28Q: 3 clusters Score -6693242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6693254.000000 Penalty: 5383.260742
	Iteration 29Q: 3 clusters Score -6693254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6693273.000000 Penalty: 5383.260742
	Iteration 30Q: 3 clusters Score -6693273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6693285.000000 Penalty: 5383.260742
	Iteration 31Q: 3 clusters Score -6693285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6693292.500000 Penalty: 5383.260742
	Iteration 32Q: 3 clusters Score -6693292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6693315.500000 Penalty: 5383.260742
	Iteration 33Q: 3 clusters Score -6693316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6693326.000000 Penalty: 5383.260742
	Iteration 34Q: 3 clusters Score -6693326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6693342.500000 Penalty: 5383.260742
	Iteration 35Q: 3 clusters Score -6693342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6693349.500000 Penalty: 5383.260742
	Iteration 36Q: 3 clusters Score -6693350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6693354.500000 Penalty: 5383.260742
	Iteration 37Q: 3 clusters Score -6693354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6693365.500000 Penalty: 5383.260742
	Iteration 38Q: 3 clusters Score -6693366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6693376.500000 Penalty: 5383.260742
	Iteration 39Q: 3 clusters Score -6693376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6693382.000000 Penalty: 5383.260742
	Iteration 40F: 3 clusters Score -6693382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6693382.000000 Penalty: 5383.260742
	Iteration 41Q: 3 clusters Score -6693382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6693377.000000 Penalty: 5383.260742
	Iteration 42Q: 3 clusters Score -6693377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6693380.500000 Penalty: 5383.260742
	Iteration 43Q: 3 clusters Score -6693380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6693380.500000 Penalty: 5383.260742
	Iteration 44Q: 3 clusters Score -6693380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6693383.500000 Penalty: 5383.260742
	Iteration 45Q: 3 clusters Score -6693384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6693392.500000 Penalty: 5383.260742
	Iteration 46Q: 3 clusters Score -6693392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6693392.000000 Penalty: 5383.260742
	Iteration 47Q: 3 clusters Score -6693392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6693391.500000 Penalty: 5383.260742
	Iteration 48Q: 3 clusters Score -6693392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6693401.000000 Penalty: 5383.260742
	Iteration 49Q: 3 clusters Score -6693401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6693396.500000 Penalty: 5383.260742
	Iteration 50Q: 3 clusters Score -6693396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6693395.500000 Penalty: 5383.260742
	Iteration 51Q: 3 clusters Score -6693396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6693408.000000 Penalty: 5383.260742
	Iteration 52Q: 3 clusters Score -6693408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6693406.500000 Penalty: 5383.260742
	Iteration 53Q: 3 clusters Score -6693406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6693407.000000 Penalty: 5383.260742
	Iteration 54Q: 3 clusters Score -6693407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6693407.000000 Penalty: 5383.260742
	Iteration 55F: 3 clusters Score -6693407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Entering Unmasked Estep 
Score: -8682129.000000 Penalty: 2758.142090
	Iteration 0F: 2 clusters Score -8682129 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 33659 members 
Entering Unmasked Estep 
Score: -8636783.000000 Penalty: 5516.284180
	Iteration 0F: 3 clusters Score -8636783 nChanged 31617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -8654608.000000 Penalty: 5516.284180
	Iteration 1F: 3 clusters Score -8654608 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -8655327.000000 Penalty: 5516.284180
	Iteration 2Q: 3 clusters Score -8655327 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -8656186.000000 Penalty: 5516.284180
	Iteration 3Q: 3 clusters Score -8656186 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8657399.000000 Penalty: 5516.284180
	Iteration 4Q: 3 clusters Score -8657399 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -8659337.000000 Penalty: 5516.284180
	Iteration 5F: 3 clusters Score -8659337 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -8662364.000000 Penalty: 5516.284180
	Iteration 6F: 3 clusters Score -8662364 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -8666560.000000 Penalty: 5516.284180
	Iteration 7F: 3 clusters Score -8666560 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -8671328.000000 Penalty: 5516.284180
	Iteration 8F: 3 clusters Score -8671328 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8675115.000000 Penalty: 5516.284180
	Iteration 9F: 3 clusters Score -8675115 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8677375.000000 Penalty: 5516.284180
	Iteration 10Q: 3 clusters Score -8677375 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8678546.000000 Penalty: 5516.284180
	Iteration 11Q: 3 clusters Score -8678546 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8679031.000000 Penalty: 5516.284180
	Iteration 12Q: 3 clusters Score -8679031 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8679307.000000 Penalty: 5516.284180
	Iteration 13Q: 3 clusters Score -8679307 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8679455.000000 Penalty: 5516.284180
	Iteration 14Q: 3 clusters Score -8679455 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8679542.000000 Penalty: 5516.284180
	Iteration 15Q: 3 clusters Score -8679542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8679602.000000 Penalty: 5516.284180
	Iteration 16Q: 3 clusters Score -8679602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8679635.000000 Penalty: 5516.284180
	Iteration 17Q: 3 clusters Score -8679635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8679663.000000 Penalty: 5516.284180
	Iteration 18Q: 3 clusters Score -8679663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8679710.000000 Penalty: 5516.284180
	Iteration 19Q: 3 clusters Score -8679710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8679740.000000 Penalty: 5516.284180
	Iteration 20F: 3 clusters Score -8679740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8679758.000000 Penalty: 5516.284180
	Iteration 21Q: 3 clusters Score -8679758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8679775.000000 Penalty: 5516.284180
	Iteration 22Q: 3 clusters Score -8679775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8679793.000000 Penalty: 5516.284180
	Iteration 23Q: 3 clusters Score -8679793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8679797.000000 Penalty: 5516.284180
	Iteration 24Q: 3 clusters Score -8679797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8679801.000000 Penalty: 5516.284180
	Iteration 25Q: 3 clusters Score -8679801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8679810.000000 Penalty: 5516.284180
	Iteration 26Q: 3 clusters Score -8679810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8679813.000000 Penalty: 5516.284180
	Iteration 27Q: 3 clusters Score -8679813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8679816.000000 Penalty: 5516.284180
	Iteration 28Q: 3 clusters Score -8679816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8679814.000000 Penalty: 5516.284180
	Iteration 29Q: 3 clusters Score -8679814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8679814.000000 Penalty: 5516.284180
	Iteration 30F: 3 clusters Score -8679814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -161924.875000 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -161924.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -159861.343750 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -159861.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161648.781250 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -161648.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -162649.750000 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -162649.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -163328.171875 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -163328.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -163580.500000 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -163580.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -163663.328125 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -163663.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -163733.265625 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -163733.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163810.125000 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -163810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -163944.406250 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -163944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -164171.718750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -164171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -164182.609375 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -164182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -164193.500000 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -164193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -164202.656250 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -164202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -164226.750000 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -164226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -164288.578125 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -164288.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -164334.968750 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -164335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -164337.359375 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -164337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -164343.437500 Penalty: 3641.697266
	Iteration 17F: 3 clusters Score -164343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -164359.250000 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -164359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -164378.500000 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -164378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -164410.546875 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -164410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -164442.046875 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -164442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -164457.328125 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -164457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -164466.546875 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -164466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -164473.968750 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -164474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -164488.203125 Penalty: 3641.697266
	Iteration 25F: 3 clusters Score -164488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -164667.906250 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -164667.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164875.203125 Penalty: 3641.697266
	Iteration 27Q: 3 clusters Score -164875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -164882.656250 Penalty: 3641.697266
	Iteration 28Q: 3 clusters Score -164882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -164882.656250 Penalty: 3641.697266
	Iteration 29F: 3 clusters Score -164882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 72703 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 47802 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 58517 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 51707 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 67612 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 20 contains 184252 members 
Mstep: Class 21 contains 179647 members 
Entering Unmasked Estep 
Score: -98276808.000000 Penalty: 60574.269531
Splitting cluster 13 changes total score from -98274792.000000 to -98276808.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 14 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1307535.625000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1307536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1299379.375000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1299379 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1301984.625000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1301985 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1302494.875000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1302495 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1303029.000000 Penalty: 4610.116699
	Iteration 3F: 3 clusters Score -1303029 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1303625.625000 Penalty: 4610.116699
	Iteration 4F: 3 clusters Score -1303626 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1304292.125000 Penalty: 4610.116699
	Iteration 5F: 3 clusters Score -1304292 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1305103.875000 Penalty: 4610.116699
	Iteration 6F: 3 clusters Score -1305104 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1306007.125000 Penalty: 4610.116699
	Iteration 7F: 3 clusters Score -1306007 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1306805.125000 Penalty: 4610.116699
	Iteration 8F: 3 clusters Score -1306805 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1307326.625000 Penalty: 4610.116699
	Iteration 9Q: 3 clusters Score -1307327 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1307636.250000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -1307636 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1307770.375000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1307770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1307834.000000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1307834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1307875.625000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1307876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1307899.375000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1307899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1307913.500000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1307914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1307923.125000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1307923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1307926.750000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1307927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1307931.000000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1307931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1307934.875000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1307935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1307935.375000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1307935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 72703 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 47802 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 58517 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 51707 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 67612 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 1080 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 20 contains 184252 members 
Mstep: Class 21 contains 179647 members 
Entering Unmasked Estep 
Score: -98276072.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98274792.000000 to -98276072.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 16 (25570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Entering Unmasked Estep 
Score: -3309824.750000 Penalty: 2516.995361
	Iteration 0F: 2 clusters Score -3309825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3291949.250000 Penalty: 5033.990723
	Iteration 0F: 3 clusters Score -3291949 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3298248.750000 Penalty: 5033.990723
	Iteration 1F: 3 clusters Score -3298249 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3298704.500000 Penalty: 5033.990723
	Iteration 2F: 3 clusters Score -3298704 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3299142.000000 Penalty: 5033.990723
	Iteration 3Q: 3 clusters Score -3299142 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3299642.750000 Penalty: 5033.990723
	Iteration 4Q: 3 clusters Score -3299643 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3300293.750000 Penalty: 5033.990723
	Iteration 5F: 3 clusters Score -3300294 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3301214.750000 Penalty: 5033.990723
	Iteration 6F: 3 clusters Score -3301215 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3302442.750000 Penalty: 5033.990723
	Iteration 7F: 3 clusters Score -3302443 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3303831.250000 Penalty: 5033.990723
	Iteration 8F: 3 clusters Score -3303831 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3305180.250000 Penalty: 5033.990723
	Iteration 9F: 3 clusters Score -3305180 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3306199.000000 Penalty: 5033.990723
	Iteration 10Q: 3 clusters Score -3306199 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3306808.250000 Penalty: 5033.990723
	Iteration 11Q: 3 clusters Score -3306808 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3307186.000000 Penalty: 5033.990723
	Iteration 12Q: 3 clusters Score -3307186 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3307378.500000 Penalty: 5033.990723
	Iteration 13Q: 3 clusters Score -3307378 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3307485.250000 Penalty: 5033.990723
	Iteration 14Q: 3 clusters Score -3307485 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3307544.000000 Penalty: 5033.990723
	Iteration 15Q: 3 clusters Score -3307544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3307590.750000 Penalty: 5033.990723
	Iteration 16Q: 3 clusters Score -3307591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3307619.750000 Penalty: 5033.990723
	Iteration 17Q: 3 clusters Score -3307620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3307657.750000 Penalty: 5033.990723
	Iteration 18Q: 3 clusters Score -3307658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3307700.250000 Penalty: 5033.990723
	Iteration 19Q: 3 clusters Score -3307700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3307721.000000 Penalty: 5033.990723
	Iteration 20F: 3 clusters Score -3307721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3307743.250000 Penalty: 5033.990723
	Iteration 21Q: 3 clusters Score -3307743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3307760.750000 Penalty: 5033.990723
	Iteration 22Q: 3 clusters Score -3307761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3307775.000000 Penalty: 5033.990723
	Iteration 23Q: 3 clusters Score -3307775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3307782.250000 Penalty: 5033.990723
	Iteration 24Q: 3 clusters Score -3307782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3307794.500000 Penalty: 5033.990723
	Iteration 25Q: 3 clusters Score -3307794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3307801.750000 Penalty: 5033.990723
	Iteration 26Q: 3 clusters Score -3307802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3307801.250000 Penalty: 5033.990723
	Iteration 27Q: 3 clusters Score -3307801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3307811.750000 Penalty: 5033.990723
	Iteration 28Q: 3 clusters Score -3307812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3307819.500000 Penalty: 5033.990723
	Iteration 29Q: 3 clusters Score -3307820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3307824.250000 Penalty: 5033.990723
	Iteration 30Q: 3 clusters Score -3307824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3307833.000000 Penalty: 5033.990723
	Iteration 31Q: 3 clusters Score -3307833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3307835.750000 Penalty: 5033.990723
	Iteration 32Q: 3 clusters Score -3307836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3307837.750000 Penalty: 5033.990723
	Iteration 33Q: 3 clusters Score -3307838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3307843.250000 Penalty: 5033.990723
	Iteration 34Q: 3 clusters Score -3307843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3307843.500000 Penalty: 5033.990723
	Iteration 35Q: 3 clusters Score -3307844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3307847.750000 Penalty: 5033.990723
	Iteration 36Q: 3 clusters Score -3307848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3307851.000000 Penalty: 5033.990723
	Iteration 37Q: 3 clusters Score -3307851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3307853.000000 Penalty: 5033.990723
	Iteration 38Q: 3 clusters Score -3307853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3307854.750000 Penalty: 5033.990723
	Iteration 39Q: 3 clusters Score -3307855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3307867.000000 Penalty: 5033.990723
	Iteration 40F: 3 clusters Score -3307867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3307865.500000 Penalty: 5033.990723
	Iteration 41Q: 3 clusters Score -3307866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3307868.750000 Penalty: 5033.990723
	Iteration 42Q: 3 clusters Score -3307869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3307864.750000 Penalty: 5033.990723
	Iteration 43Q: 3 clusters Score -3307865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3307866.000000 Penalty: 5033.990723
	Iteration 44Q: 3 clusters Score -3307866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3307869.250000 Penalty: 5033.990723
	Iteration 45Q: 3 clusters Score -3307869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3307867.250000 Penalty: 5033.990723
	Iteration 46Q: 3 clusters Score -3307867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3307866.500000 Penalty: 5033.990723
	Iteration 47Q: 3 clusters Score -3307866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3307874.750000 Penalty: 5033.990723
	Iteration 48Q: 3 clusters Score -3307875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3307870.250000 Penalty: 5033.990723
	Iteration 49Q: 3 clusters Score -3307870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3307870.250000 Penalty: 5033.990723
	Iteration 50F: 3 clusters Score -3307870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (184252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184252 members 
Entering Unmasked Estep 
Score: -23576952.000000 Penalty: 3006.766846
	Iteration 0F: 2 clusters Score -2.357695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -23456618.000000 Penalty: 6013.533691
	Iteration 0F: 3 clusters Score -2.345662e+07 nChanged 88479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -23509980.000000 Penalty: 6013.533691
	Iteration 1F: 3 clusters Score -2.350998e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -23512908.000000 Penalty: 6013.533691
	Iteration 2Q: 3 clusters Score -2.351291e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -23517706.000000 Penalty: 6013.533691
	Iteration 3Q: 3 clusters Score -2.351771e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -23524788.000000 Penalty: 6013.533691
	Iteration 4F: 3 clusters Score -2.352479e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -23534536.000000 Penalty: 6013.533691
	Iteration 5F: 3 clusters Score -2.353454e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -23545846.000000 Penalty: 6013.533691
	Iteration 6F: 3 clusters Score -2.354585e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -23555298.000000 Penalty: 6013.533691
	Iteration 7F: 3 clusters Score -2.35553e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -23560004.000000 Penalty: 6013.533691
	Iteration 8F: 3 clusters Score -2.356e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -23561968.000000 Penalty: 6013.533691
	Iteration 9Q: 3 clusters Score -2.356197e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -23563126.000000 Penalty: 6013.533691
	Iteration 10Q: 3 clusters Score -2.356313e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -23563692.000000 Penalty: 6013.533691
	Iteration 11Q: 3 clusters Score -2.356369e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -23564268.000000 Penalty: 6013.533691
	Iteration 12Q: 3 clusters Score -2.356427e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -23564732.000000 Penalty: 6013.533691
	Iteration 13Q: 3 clusters Score -2.356473e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -23565070.000000 Penalty: 6013.533691
	Iteration 14Q: 3 clusters Score -2.356507e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -23565408.000000 Penalty: 6013.533691
	Iteration 15Q: 3 clusters Score -2.356541e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -23565616.000000 Penalty: 6013.533691
	Iteration 16Q: 3 clusters Score -2.356562e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -23565914.000000 Penalty: 6013.533691
	Iteration 17Q: 3 clusters Score -2.356591e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -23566118.000000 Penalty: 6013.533691
	Iteration 18Q: 3 clusters Score -2.356612e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -23566306.000000 Penalty: 6013.533691
	Iteration 19Q: 3 clusters Score -2.356631e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -23566538.000000 Penalty: 6013.533691
	Iteration 20F: 3 clusters Score -2.356654e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -23566842.000000 Penalty: 6013.533691
	Iteration 21Q: 3 clusters Score -2.356684e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -23567024.000000 Penalty: 6013.533691
	Iteration 22Q: 3 clusters Score -2.356702e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116093 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -23567248.000000 Penalty: 6013.533691
	Iteration 23Q: 3 clusters Score -2.356725e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -23567386.000000 Penalty: 6013.533691
	Iteration 24Q: 3 clusters Score -2.356739e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118366 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -23567588.000000 Penalty: 6013.533691
	Iteration 25Q: 3 clusters Score -2.356759e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -23567690.000000 Penalty: 6013.533691
	Iteration 26Q: 3 clusters Score -2.356769e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -23567772.000000 Penalty: 6013.533691
	Iteration 27Q: 3 clusters Score -2.356777e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -23567856.000000 Penalty: 6013.533691
	Iteration 28Q: 3 clusters Score -2.356786e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122747 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -23568020.000000 Penalty: 6013.533691
	Iteration 29Q: 3 clusters Score -2.356802e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -23568078.000000 Penalty: 6013.533691
	Iteration 30Q: 3 clusters Score -2.356808e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -23568264.000000 Penalty: 6013.533691
	Iteration 31Q: 3 clusters Score -2.356826e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -23568400.000000 Penalty: 6013.533691
	Iteration 32Q: 3 clusters Score -2.35684e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126921 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -23568592.000000 Penalty: 6013.533691
	Iteration 33Q: 3 clusters Score -2.356859e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -23568804.000000 Penalty: 6013.533691
	Iteration 34Q: 3 clusters Score -2.35688e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -23568856.000000 Penalty: 6013.533691
	Iteration 35Q: 3 clusters Score -2.356886e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -23568902.000000 Penalty: 6013.533691
	Iteration 36Q: 3 clusters Score -2.35689e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131435 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -23569064.000000 Penalty: 6013.533691
	Iteration 37Q: 3 clusters Score -2.356906e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132690 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -23569198.000000 Penalty: 6013.533691
	Iteration 38Q: 3 clusters Score -2.35692e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133941 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -23569242.000000 Penalty: 6013.533691
	Iteration 39Q: 3 clusters Score -2.356924e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -23569430.000000 Penalty: 6013.533691
	Iteration 40F: 3 clusters Score -2.356943e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136634 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -23569612.000000 Penalty: 6013.533691
	Iteration 41Q: 3 clusters Score -2.356961e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137988 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -23569876.000000 Penalty: 6013.533691
	Iteration 42Q: 3 clusters Score -2.356988e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139368 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -23569988.000000 Penalty: 6013.533691
	Iteration 43Q: 3 clusters Score -2.356999e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140832 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -23570274.000000 Penalty: 6013.533691
	Iteration 44Q: 3 clusters Score -2.357027e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -23570544.000000 Penalty: 6013.533691
	Iteration 45Q: 3 clusters Score -2.357054e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -23570862.000000 Penalty: 6013.533691
	Iteration 46Q: 3 clusters Score -2.357086e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -23571092.000000 Penalty: 6013.533691
	Iteration 47Q: 3 clusters Score -2.357109e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146484 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -23571448.000000 Penalty: 6013.533691
	Iteration 48Q: 3 clusters Score -2.357145e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -23571654.000000 Penalty: 6013.533691
	Iteration 49Q: 3 clusters Score -2.357165e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -23571936.000000 Penalty: 6013.533691
	Iteration 50Q: 3 clusters Score -2.357194e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -23572168.000000 Penalty: 6013.533691
	Iteration 51Q: 3 clusters Score -2.357217e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151599 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -23572416.000000 Penalty: 6013.533691
	Iteration 52Q: 3 clusters Score -2.357242e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152760 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -23572608.000000 Penalty: 6013.533691
	Iteration 53Q: 3 clusters Score -2.357261e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -23572804.000000 Penalty: 6013.533691
	Iteration 54Q: 3 clusters Score -2.35728e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -23573100.000000 Penalty: 6013.533691
	Iteration 55Q: 3 clusters Score -2.35731e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -23573418.000000 Penalty: 6013.533691
	Iteration 56Q: 3 clusters Score -2.357342e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157193 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -23573724.000000 Penalty: 6013.533691
	Iteration 57Q: 3 clusters Score -2.357372e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158271 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -23573874.000000 Penalty: 6013.533691
	Iteration 58Q: 3 clusters Score -2.357387e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -23573972.000000 Penalty: 6013.533691
	Iteration 59Q: 3 clusters Score -2.357397e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -23574222.000000 Penalty: 6013.533691
	Iteration 60F: 3 clusters Score -2.357422e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -23574482.000000 Penalty: 6013.533691
	Iteration 61Q: 3 clusters Score -2.357448e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162083 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -23574662.000000 Penalty: 6013.533691
	Iteration 62Q: 3 clusters Score -2.357466e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -23574942.000000 Penalty: 6013.533691
	Iteration 63Q: 3 clusters Score -2.357494e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -23575034.000000 Penalty: 6013.533691
	Iteration 64Q: 3 clusters Score -2.357503e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -23575154.000000 Penalty: 6013.533691
	Iteration 65Q: 3 clusters Score -2.357515e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -23575404.000000 Penalty: 6013.533691
	Iteration 66Q: 3 clusters Score -2.35754e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166623 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -23575546.000000 Penalty: 6013.533691
	Iteration 67Q: 3 clusters Score -2.357555e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -23575724.000000 Penalty: 6013.533691
	Iteration 68Q: 3 clusters Score -2.357572e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168339 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -23575806.000000 Penalty: 6013.533691
	Iteration 69Q: 3 clusters Score -2.357581e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169140 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -23575884.000000 Penalty: 6013.533691
	Iteration 70Q: 3 clusters Score -2.357588e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169931 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -23576032.000000 Penalty: 6013.533691
	Iteration 71Q: 3 clusters Score -2.357603e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170711 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -23576094.000000 Penalty: 6013.533691
	Iteration 72Q: 3 clusters Score -2.357609e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171453 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -23576046.000000 Penalty: 6013.533691
	Iteration 73Q: 3 clusters Score -2.357605e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172247 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -23576128.000000 Penalty: 6013.533691
	Iteration 74Q: 3 clusters Score -2.357613e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173039 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -23576224.000000 Penalty: 6013.533691
	Iteration 75Q: 3 clusters Score -2.357622e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173780 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -23576292.000000 Penalty: 6013.533691
	Iteration 76Q: 3 clusters Score -2.357629e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -23576340.000000 Penalty: 6013.533691
	Iteration 77Q: 3 clusters Score -2.357634e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -23576340.000000 Penalty: 6013.533691
	Iteration 78Q: 3 clusters Score -2.357634e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -23576296.000000 Penalty: 6013.533691
	Iteration 79Q: 3 clusters Score -2.35763e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -23576356.000000 Penalty: 6013.533691
	Iteration 80F: 3 clusters Score -2.357636e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176983 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -23576412.000000 Penalty: 6013.533691
	Iteration 81Q: 3 clusters Score -2.357641e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177485 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -23576344.000000 Penalty: 6013.533691
	Iteration 82Q: 3 clusters Score -2.357634e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -23576322.000000 Penalty: 6013.533691
	Iteration 83Q: 3 clusters Score -2.357632e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178327 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -23576332.000000 Penalty: 6013.533691
	Iteration 84Q: 3 clusters Score -2.357633e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178712 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -23576274.000000 Penalty: 6013.533691
	Iteration 85Q: 3 clusters Score -2.357627e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179040 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -23576236.000000 Penalty: 6013.533691
	Iteration 86Q: 3 clusters Score -2.357624e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179375 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -23576238.000000 Penalty: 6013.533691
	Iteration 87Q: 3 clusters Score -2.357624e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -23576132.000000 Penalty: 6013.533691
	Iteration 88Q: 3 clusters Score -2.357613e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179933 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -23576112.000000 Penalty: 6013.533691
	Iteration 89Q: 3 clusters Score -2.357611e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180158 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -23576064.000000 Penalty: 6013.533691
	Iteration 90Q: 3 clusters Score -2.357606e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180347 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -23576038.000000 Penalty: 6013.533691
	Iteration 91Q: 3 clusters Score -2.357604e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180527 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -23576040.000000 Penalty: 6013.533691
	Iteration 92Q: 3 clusters Score -2.357604e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23576010.000000 Penalty: 6013.533691
	Iteration 93Q: 3 clusters Score -2.357601e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -23575988.000000 Penalty: 6013.533691
	Iteration 94Q: 3 clusters Score -2.357599e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180939 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -23576002.000000 Penalty: 6013.533691
	Iteration 95Q: 3 clusters Score -2.3576e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181047 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23575964.000000 Penalty: 6013.533691
	Iteration 96Q: 3 clusters Score -2.357596e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181128 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -23575966.000000 Penalty: 6013.533691
	Iteration 97Q: 3 clusters Score -2.357597e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -23575980.000000 Penalty: 6013.533691
	Iteration 98Q: 3 clusters Score -2.357598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -23575940.000000 Penalty: 6013.533691
	Iteration 99Q: 3 clusters Score -2.357594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181328 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -23575886.000000 Penalty: 6013.533691
	Iteration 100F: 3 clusters Score -2.357589e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181398 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -23575866.000000 Penalty: 6013.533691
	Iteration 101Q: 3 clusters Score -2.357587e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181463 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -23575840.000000 Penalty: 6013.533691
	Iteration 102Q: 3 clusters Score -2.357584e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181538 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -23575824.000000 Penalty: 6013.533691
	Iteration 103Q: 3 clusters Score -2.357582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181597 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -23575788.000000 Penalty: 6013.533691
	Iteration 104Q: 3 clusters Score -2.357579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181646 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -23575768.000000 Penalty: 6013.533691
	Iteration 105Q: 3 clusters Score -2.357577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181691 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -23575800.000000 Penalty: 6013.533691
	Iteration 106Q: 3 clusters Score -2.35758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -23575794.000000 Penalty: 6013.533691
	Iteration 107Q: 3 clusters Score -2.357579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181745 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23575804.000000 Penalty: 6013.533691
	Iteration 108Q: 3 clusters Score -2.35758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181765 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -23575802.000000 Penalty: 6013.533691
	Iteration 109Q: 3 clusters Score -2.35758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181789 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23575814.000000 Penalty: 6013.533691
	Iteration 110Q: 3 clusters Score -2.357581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -23575802.000000 Penalty: 6013.533691
	Iteration 111Q: 3 clusters Score -2.35758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181829 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -23575790.000000 Penalty: 6013.533691
	Iteration 112Q: 3 clusters Score -2.357579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181842 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -23575786.000000 Penalty: 6013.533691
	Iteration 113Q: 3 clusters Score -2.357579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181857 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -23575778.000000 Penalty: 6013.533691
	Iteration 114Q: 3 clusters Score -2.357578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181874 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -23575788.000000 Penalty: 6013.533691
	Iteration 115Q: 3 clusters Score -2.357579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -23575788.000000 Penalty: 6013.533691
	Iteration 116Q: 3 clusters Score -2.357579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181894 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -23575758.000000 Penalty: 6013.533691
	Iteration 117Q: 3 clusters Score -2.357576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181903 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -23575752.000000 Penalty: 6013.533691
	Iteration 118Q: 3 clusters Score -2.357575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181915 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23575720.000000 Penalty: 6013.533691
	Iteration 119Q: 3 clusters Score -2.357572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181925 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -23575710.000000 Penalty: 6013.533691
	Iteration 120F: 3 clusters Score -2.357571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23575700.000000 Penalty: 6013.533691
	Iteration 121Q: 3 clusters Score -2.35757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181956 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -23575716.000000 Penalty: 6013.533691
	Iteration 122Q: 3 clusters Score -2.357572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23575708.000000 Penalty: 6013.533691
	Iteration 123Q: 3 clusters Score -2.357571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181972 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -23575704.000000 Penalty: 6013.533691
	Iteration 124Q: 3 clusters Score -2.35757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23575710.000000 Penalty: 6013.533691
	Iteration 125Q: 3 clusters Score -2.357571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181980 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -23575708.000000 Penalty: 6013.533691
	Iteration 126Q: 3 clusters Score -2.357571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -23575694.000000 Penalty: 6013.533691
	Iteration 127Q: 3 clusters Score -2.357569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181999 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -23575710.000000 Penalty: 6013.533691
	Iteration 128Q: 3 clusters Score -2.357571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182009 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -23575672.000000 Penalty: 6013.533691
	Iteration 129Q: 3 clusters Score -2.357567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23575678.000000 Penalty: 6013.533691
	Iteration 130Q: 3 clusters Score -2.357568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182026 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -23575660.000000 Penalty: 6013.533691
	Iteration 131Q: 3 clusters Score -2.357566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182029 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23575654.000000 Penalty: 6013.533691
	Iteration 132Q: 3 clusters Score -2.357565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -23575678.000000 Penalty: 6013.533691
	Iteration 133Q: 3 clusters Score -2.357568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -23575676.000000 Penalty: 6013.533691
	Iteration 134Q: 3 clusters Score -2.357568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182044 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -23575670.000000 Penalty: 6013.533691
	Iteration 135Q: 3 clusters Score -2.357567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182051 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23575676.000000 Penalty: 6013.533691
	Iteration 136Q: 3 clusters Score -2.357568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182054 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -23575648.000000 Penalty: 6013.533691
	Iteration 137Q: 3 clusters Score -2.357565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23575654.000000 Penalty: 6013.533691
	Iteration 138Q: 3 clusters Score -2.357565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23575654.000000 Penalty: 6013.533691
	Iteration 139F: 3 clusters Score -2.357565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179647 members 
Entering Unmasked Estep 
Score: -23011784.000000 Penalty: 3000.489746
	Iteration 0F: 2 clusters Score -2.301178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -22894134.000000 Penalty: 6000.979492
	Iteration 0F: 3 clusters Score -2.289413e+07 nChanged 86242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -22944676.000000 Penalty: 6000.979492
	Iteration 1F: 3 clusters Score -2.294468e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 94242 members 
Entering Unmasked Estep 
Score: -22945620.000000 Penalty: 6000.979492
	Iteration 2Q: 3 clusters Score -2.294562e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -22947048.000000 Penalty: 6000.979492
	Iteration 3Q: 3 clusters Score -2.294705e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -22949312.000000 Penalty: 6000.979492
	Iteration 4Q: 3 clusters Score -2.294931e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 106534 members 
Entering Unmasked Estep 
Score: -22953318.000000 Penalty: 6000.979492
	Iteration 5Q: 3 clusters Score -2.295332e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -22959854.000000 Penalty: 6000.979492
	Iteration 6F: 3 clusters Score -2.295985e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -22968694.000000 Penalty: 6000.979492
	Iteration 7F: 3 clusters Score -2.296869e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 131973 members 
Entering Unmasked Estep 
Score: -22978810.000000 Penalty: 6000.979492
	Iteration 8F: 3 clusters Score -2.297881e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 138746 members 
Entering Unmasked Estep 
Score: -22986988.000000 Penalty: 6000.979492
	Iteration 9F: 3 clusters Score -2.298699e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -22992338.000000 Penalty: 6000.979492
	Iteration 10Q: 3 clusters Score -2.299234e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 146741 members 
Entering Unmasked Estep 
Score: -22995188.000000 Penalty: 6000.979492
	Iteration 11Q: 3 clusters Score -2.299519e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 149639 members 
Entering Unmasked Estep 
Score: -22996820.000000 Penalty: 6000.979492
	Iteration 12Q: 3 clusters Score -2.299682e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 152299 members 
Entering Unmasked Estep 
Score: -22998050.000000 Penalty: 6000.979492
	Iteration 13Q: 3 clusters Score -2.299805e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -22999058.000000 Penalty: 6000.979492
	Iteration 14Q: 3 clusters Score -2.299906e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -23000002.000000 Penalty: 6000.979492
	Iteration 15Q: 3 clusters Score -2.3e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 159404 members 
Entering Unmasked Estep 
Score: -23000872.000000 Penalty: 6000.979492
	Iteration 16Q: 3 clusters Score -2.300087e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -23001804.000000 Penalty: 6000.979492
	Iteration 17Q: 3 clusters Score -2.30018e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -23002590.000000 Penalty: 6000.979492
	Iteration 18Q: 3 clusters Score -2.300259e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -23003500.000000 Penalty: 6000.979492
	Iteration 19Q: 3 clusters Score -2.30035e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 167453 members 
Entering Unmasked Estep 
Score: -23004190.000000 Penalty: 6000.979492
	Iteration 20F: 3 clusters Score -2.300419e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -23004986.000000 Penalty: 6000.979492
	Iteration 21Q: 3 clusters Score -2.300499e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -23005606.000000 Penalty: 6000.979492
	Iteration 22Q: 3 clusters Score -2.300561e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -23006170.000000 Penalty: 6000.979492
	Iteration 23Q: 3 clusters Score -2.300617e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -23006586.000000 Penalty: 6000.979492
	Iteration 24Q: 3 clusters Score -2.300659e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -23006950.000000 Penalty: 6000.979492
	Iteration 25Q: 3 clusters Score -2.300695e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -23007280.000000 Penalty: 6000.979492
	Iteration 26Q: 3 clusters Score -2.300728e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -23007706.000000 Penalty: 6000.979492
	Iteration 27Q: 3 clusters Score -2.300771e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 176223 members 
Entering Unmasked Estep 
Score: -23008060.000000 Penalty: 6000.979492
	Iteration 28Q: 3 clusters Score -2.300806e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 176696 members 
Entering Unmasked Estep 
Score: -23008290.000000 Penalty: 6000.979492
	Iteration 29Q: 3 clusters Score -2.300829e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 177084 members 
Entering Unmasked Estep 
Score: -23008498.000000 Penalty: 6000.979492
	Iteration 30Q: 3 clusters Score -2.30085e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -23008550.000000 Penalty: 6000.979492
	Iteration 31Q: 3 clusters Score -2.300855e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 177586 members 
Entering Unmasked Estep 
Score: -23008692.000000 Penalty: 6000.979492
	Iteration 32Q: 3 clusters Score -2.300869e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -23008816.000000 Penalty: 6000.979492
	Iteration 33Q: 3 clusters Score -2.300882e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -23008878.000000 Penalty: 6000.979492
	Iteration 34Q: 3 clusters Score -2.300888e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 178009 members 
Entering Unmasked Estep 
Score: -23008890.000000 Penalty: 6000.979492
	Iteration 35Q: 3 clusters Score -2.300889e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 178111 members 
Entering Unmasked Estep 
Score: -23008938.000000 Penalty: 6000.979492
	Iteration 36Q: 3 clusters Score -2.300894e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -23008984.000000 Penalty: 6000.979492
	Iteration 37Q: 3 clusters Score -2.300898e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 178265 members 
Entering Unmasked Estep 
Score: -23009036.000000 Penalty: 6000.979492
	Iteration 38Q: 3 clusters Score -2.300904e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 178327 members 
Entering Unmasked Estep 
Score: -23009088.000000 Penalty: 6000.979492
	Iteration 39Q: 3 clusters Score -2.300909e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 178384 members 
Entering Unmasked Estep 
Score: -23009106.000000 Penalty: 6000.979492
	Iteration 40F: 3 clusters Score -2.300911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 178436 members 
Entering Unmasked Estep 
Score: -23009122.000000 Penalty: 6000.979492
	Iteration 41Q: 3 clusters Score -2.300912e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 178481 members 
Entering Unmasked Estep 
Score: -23009150.000000 Penalty: 6000.979492
	Iteration 42Q: 3 clusters Score -2.300915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -23009182.000000 Penalty: 6000.979492
	Iteration 43Q: 3 clusters Score -2.300918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 178531 members 
Entering Unmasked Estep 
Score: -23009188.000000 Penalty: 6000.979492
	Iteration 44Q: 3 clusters Score -2.300919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 178546 members 
Entering Unmasked Estep 
Score: -23009190.000000 Penalty: 6000.979492
	Iteration 45Q: 3 clusters Score -2.300919e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 178556 members 
Entering Unmasked Estep 
Score: -23009184.000000 Penalty: 6000.979492
	Iteration 46Q: 3 clusters Score -2.300918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 178569 members 
Entering Unmasked Estep 
Score: -23009190.000000 Penalty: 6000.979492
	Iteration 47Q: 3 clusters Score -2.300919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 178582 members 
Entering Unmasked Estep 
Score: -23009186.000000 Penalty: 6000.979492
	Iteration 48Q: 3 clusters Score -2.300919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 178598 members 
Entering Unmasked Estep 
Score: -23009178.000000 Penalty: 6000.979492
	Iteration 49Q: 3 clusters Score -2.300918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -23009170.000000 Penalty: 6000.979492
	Iteration 50Q: 3 clusters Score -2.300917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -23009186.000000 Penalty: 6000.979492
	Iteration 51Q: 3 clusters Score -2.300919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 178627 members 
Entering Unmasked Estep 
Score: -23009186.000000 Penalty: 6000.979492
	Iteration 52Q: 3 clusters Score -2.300919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 178633 members 
Entering Unmasked Estep 
Score: -23009194.000000 Penalty: 6000.979492
	Iteration 53Q: 3 clusters Score -2.300919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 178640 members 
Entering Unmasked Estep 
Score: -23009200.000000 Penalty: 6000.979492
	Iteration 54Q: 3 clusters Score -2.30092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -23009188.000000 Penalty: 6000.979492
	Iteration 55Q: 3 clusters Score -2.300919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -23009200.000000 Penalty: 6000.979492
	Iteration 56Q: 3 clusters Score -2.30092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -23009180.000000 Penalty: 6000.979492
	Iteration 57Q: 3 clusters Score -2.300918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -23009206.000000 Penalty: 6000.979492
	Iteration 58Q: 3 clusters Score -2.300921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 178661 members 
Entering Unmasked Estep 
Score: -23009204.000000 Penalty: 6000.979492
	Iteration 59Q: 3 clusters Score -2.30092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 178668 members 
Entering Unmasked Estep 
Score: -23009214.000000 Penalty: 6000.979492
	Iteration 60F: 3 clusters Score -2.300921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 178673 members 
Entering Unmasked Estep 
Score: -23009218.000000 Penalty: 6000.979492
	Iteration 61Q: 3 clusters Score -2.300922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 178675 members 
Entering Unmasked Estep 
Score: -23009202.000000 Penalty: 6000.979492
	Iteration 62Q: 3 clusters Score -2.30092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 178678 members 
Entering Unmasked Estep 
Score: -23009206.000000 Penalty: 6000.979492
	Iteration 63Q: 3 clusters Score -2.300921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 178685 members 
Entering Unmasked Estep 
Score: -23009198.000000 Penalty: 6000.979492
	Iteration 64Q: 3 clusters Score -2.30092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 178687 members 
Entering Unmasked Estep 
Score: -23009200.000000 Penalty: 6000.979492
	Iteration 65Q: 3 clusters Score -2.30092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 178686 members 
Entering Unmasked Estep 
Score: -23009210.000000 Penalty: 6000.979492
	Iteration 66Q: 3 clusters Score -2.300921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 178691 members 
Entering Unmasked Estep 
Score: -23009212.000000 Penalty: 6000.979492
	Iteration 67Q: 3 clusters Score -2.300921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -23009198.000000 Penalty: 6000.979492
	Iteration 68Q: 3 clusters Score -2.30092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 178700 members 
Entering Unmasked Estep 
Score: -23009196.000000 Penalty: 6000.979492
	Iteration 69Q: 3 clusters Score -2.30092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 178706 members 
Entering Unmasked Estep 
Score: -23009226.000000 Penalty: 6000.979492
	Iteration 70Q: 3 clusters Score -2.300923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 178710 members 
Entering Unmasked Estep 
Score: -23009212.000000 Penalty: 6000.979492
	Iteration 71Q: 3 clusters Score -2.300921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 178720 members 
Entering Unmasked Estep 
Score: -23009256.000000 Penalty: 6000.979492
	Iteration 72Q: 3 clusters Score -2.300926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 178727 members 
Entering Unmasked Estep 
Score: -23009262.000000 Penalty: 6000.979492
	Iteration 73Q: 3 clusters Score -2.300926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -23009240.000000 Penalty: 6000.979492
	Iteration 74Q: 3 clusters Score -2.300924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 178740 members 
Entering Unmasked Estep 
Score: -23009246.000000 Penalty: 6000.979492
	Iteration 75Q: 3 clusters Score -2.300925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -23009254.000000 Penalty: 6000.979492
	Iteration 76Q: 3 clusters Score -2.300925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 178743 members 
Entering Unmasked Estep 
Score: -23009248.000000 Penalty: 6000.979492
	Iteration 77Q: 3 clusters Score -2.300925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 178744 members 
Entering Unmasked Estep 
Score: -23009254.000000 Penalty: 6000.979492
	Iteration 78Q: 3 clusters Score -2.300925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -23009238.000000 Penalty: 6000.979492
	Iteration 79Q: 3 clusters Score -2.300924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -23009238.000000 Penalty: 6000.979492
	Iteration 80F: 3 clusters Score -2.300924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -23009252.000000 Penalty: 6000.979492
	Iteration 81Q: 3 clusters Score -2.300925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -23009248.000000 Penalty: 6000.979492
	Iteration 82Q: 3 clusters Score -2.300925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -23009262.000000 Penalty: 6000.979492
	Iteration 83Q: 3 clusters Score -2.300926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 178750 members 
Entering Unmasked Estep 
Score: -23009268.000000 Penalty: 6000.979492
	Iteration 84Q: 3 clusters Score -2.300927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 178755 members 
Entering Unmasked Estep 
Score: -23009252.000000 Penalty: 6000.979492
	Iteration 85Q: 3 clusters Score -2.300925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -23009262.000000 Penalty: 6000.979492
	Iteration 86Q: 3 clusters Score -2.300926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -23009260.000000 Penalty: 6000.979492
	Iteration 87Q: 3 clusters Score -2.300926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -23009252.000000 Penalty: 6000.979492
	Iteration 88Q: 3 clusters Score -2.300925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -23009268.000000 Penalty: 6000.979492
	Iteration 89Q: 3 clusters Score -2.300927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -23009266.000000 Penalty: 6000.979492
	Iteration 90Q: 3 clusters Score -2.300927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -23009276.000000 Penalty: 6000.979492
	Iteration 91Q: 3 clusters Score -2.300928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -23009272.000000 Penalty: 6000.979492
	Iteration 92Q: 3 clusters Score -2.300927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -23009276.000000 Penalty: 6000.979492
	Iteration 93Q: 3 clusters Score -2.300928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 178773 members 
Entering Unmasked Estep 
Score: -23009280.000000 Penalty: 6000.979492
	Iteration 94Q: 3 clusters Score -2.300928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -23009286.000000 Penalty: 6000.979492
	Iteration 95Q: 3 clusters Score -2.300929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -23009286.000000 Penalty: 6000.979492
	Iteration 96F: 3 clusters Score -2.300929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 72703 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 47802 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 8 contains 58517 members 
Mstep: Class 9 contains 54248 members 
Mstep: Class 10 contains 51707 members 
Mstep: Class 12 contains 67612 members 
Mstep: Class 13 contains 464 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 20 contains 184252 members 
Mstep: Class 21 contains 179647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98276448.000000 Penalty: 63939.507812
Iteration 79Q: 20 clusters Score -9.827645e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 72649 members 
Mstep: Class 3 contains 380 members 
Mstep: Class 4 contains 14719 members 
Mstep: Class 5 contains 47824 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 58531 members 
Mstep: Class 9 contains 54319 members 
Mstep: Class 10 contains 51940 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 67063 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 1073 members 
Mstep: Class 16 contains 25620 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 20 contains 184470 members 
Mstep: Class 21 contains 179799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277592.000000 Penalty: 63939.507812
Iteration 80F: 20 clusters Score -9.827759e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 72583 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 14717 members 
Mstep: Class 5 contains 47837 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 926 members 
Mstep: Class 8 contains 58462 members 
Mstep: Class 9 contains 54338 members 
Mstep: Class 10 contains 52175 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 66424 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 1068 members 
Mstep: Class 16 contains 25506 members 
Mstep: Class 17 contains 10730 members 
Mstep: Class 20 contains 184596 members 
Mstep: Class 21 contains 179893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 63939.507812
Iteration 81Q: 20 clusters Score -9.827815e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 72522 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14733 members 
Mstep: Class 5 contains 47877 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 944 members 
Mstep: Class 8 contains 58417 members 
Mstep: Class 9 contains 54361 members 
Mstep: Class 10 contains 52397 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 12 contains 65822 members 
Mstep: Class 13 contains 437 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 25427 members 
Mstep: Class 17 contains 10995 members 
Mstep: Class 20 contains 184729 members 
Mstep: Class 21 contains 180010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -9.827818e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 72457 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14752 members 
Mstep: Class 5 contains 47912 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 58401 members 
Mstep: Class 9 contains 54418 members 
Mstep: Class 10 contains 52608 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 65248 members 
Mstep: Class 13 contains 428 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 1055 members 
Mstep: Class 16 contains 25398 members 
Mstep: Class 17 contains 11140 members 
Mstep: Class 20 contains 184857 members 
Mstep: Class 21 contains 180112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 20 clusters Score -9.827848e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 72376 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14757 members 
Mstep: Class 5 contains 47939 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 58389 members 
Mstep: Class 9 contains 54486 members 
Mstep: Class 10 contains 52824 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 64737 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 1049 members 
Mstep: Class 16 contains 25372 members 
Mstep: Class 17 contains 11236 members 
Mstep: Class 20 contains 184916 members 
Mstep: Class 21 contains 180265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278448.000000 Penalty: 63939.507812
Iteration 84Q: 20 clusters Score -9.827845e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 72297 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14768 members 
Mstep: Class 5 contains 47981 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 58397 members 
Mstep: Class 9 contains 54542 members 
Mstep: Class 10 contains 53042 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 64236 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 16 contains 25370 members 
Mstep: Class 17 contains 11292 members 
Mstep: Class 20 contains 185016 members 
Mstep: Class 21 contains 180350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278464.000000 Penalty: 63939.507812
Iteration 85Q: 20 clusters Score -9.827846e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 72212 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14776 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 54572 members 
Mstep: Class 10 contains 53281 members 
Mstep: Class 11 contains 3638 members 
Mstep: Class 12 contains 63737 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 25383 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 20 contains 185073 members 
Mstep: Class 21 contains 180513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278664.000000 Penalty: 63939.507812
Iteration 86Q: 20 clusters Score -9.827866e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 72105 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14793 members 
Mstep: Class 5 contains 48066 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 58381 members 
Mstep: Class 9 contains 54588 members 
Mstep: Class 10 contains 53498 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 63241 members 
Mstep: Class 13 contains 382 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 16 contains 25395 members 
Mstep: Class 17 contains 11370 members 
Mstep: Class 20 contains 185178 members 
Mstep: Class 21 contains 180658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278344.000000 Penalty: 63939.507812
Iteration 87Q: 20 clusters Score -9.827834e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 72028 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14827 members 
Mstep: Class 5 contains 48107 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 58378 members 
Mstep: Class 9 contains 54631 members 
Mstep: Class 10 contains 53718 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 62770 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25404 members 
Mstep: Class 17 contains 11407 members 
Mstep: Class 20 contains 185256 members 
Mstep: Class 21 contains 180745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278656.000000 Penalty: 63939.507812
Iteration 88Q: 20 clusters Score -9.827866e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 71935 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14879 members 
Mstep: Class 5 contains 48134 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58382 members 
Mstep: Class 9 contains 54685 members 
Mstep: Class 10 contains 53910 members 
Mstep: Class 11 contains 3636 members 
Mstep: Class 12 contains 62364 members 
Mstep: Class 13 contains 366 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25397 members 
Mstep: Class 17 contains 11440 members 
Mstep: Class 20 contains 185354 members 
Mstep: Class 21 contains 180788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278664.000000 Penalty: 63939.507812
Iteration 89Q: 20 clusters Score -9.827866e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 71848 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14924 members 
Mstep: Class 5 contains 48169 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58418 members 
Mstep: Class 9 contains 54754 members 
Mstep: Class 10 contains 54098 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 62019 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25401 members 
Mstep: Class 17 contains 11467 members 
Mstep: Class 20 contains 185416 members 
Mstep: Class 21 contains 180753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278432.000000 Penalty: 63939.507812
Iteration 90Q: 20 clusters Score -9.827843e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 71756 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 48206 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58482 members 
Mstep: Class 9 contains 54812 members 
Mstep: Class 10 contains 54272 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 61651 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25403 members 
Mstep: Class 17 contains 11487 members 
Mstep: Class 20 contains 185520 members 
Mstep: Class 21 contains 180704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278496.000000 Penalty: 63939.507812
Iteration 91Q: 20 clusters Score -9.82785e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 71656 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15007 members 
Mstep: Class 5 contains 48242 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58546 members 
Mstep: Class 9 contains 54882 members 
Mstep: Class 10 contains 54429 members 
Mstep: Class 11 contains 3635 members 
Mstep: Class 12 contains 61338 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25409 members 
Mstep: Class 17 contains 11507 members 
Mstep: Class 20 contains 185640 members 
Mstep: Class 21 contains 180602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278376.000000 Penalty: 63939.507812
Iteration 92Q: 20 clusters Score -9.827838e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 71554 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 48282 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58593 members 
Mstep: Class 9 contains 54962 members 
Mstep: Class 10 contains 54588 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 61004 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25404 members 
Mstep: Class 17 contains 11525 members 
Mstep: Class 20 contains 185796 members 
Mstep: Class 21 contains 180509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278512.000000 Penalty: 63939.507812
Iteration 93Q: 20 clusters Score -9.827851e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 71478 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15084 members 
Mstep: Class 5 contains 48319 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58630 members 
Mstep: Class 9 contains 55043 members 
Mstep: Class 10 contains 54726 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 60694 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25403 members 
Mstep: Class 17 contains 11536 members 
Mstep: Class 20 contains 185954 members 
Mstep: Class 21 contains 180389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278376.000000 Penalty: 63939.507812
Iteration 94Q: 20 clusters Score -9.827838e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 71412 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15137 members 
Mstep: Class 5 contains 48356 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58665 members 
Mstep: Class 9 contains 55118 members 
Mstep: Class 10 contains 54864 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 60415 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25409 members 
Mstep: Class 17 contains 11550 members 
Mstep: Class 20 contains 186111 members 
Mstep: Class 21 contains 180220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278456.000000 Penalty: 63939.507812
Iteration 95Q: 20 clusters Score -9.827846e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 71338 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15171 members 
Mstep: Class 5 contains 48392 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58709 members 
Mstep: Class 9 contains 55181 members 
Mstep: Class 10 contains 54979 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 60173 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25413 members 
Mstep: Class 17 contains 11562 members 
Mstep: Class 20 contains 186214 members 
Mstep: Class 21 contains 180121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278464.000000 Penalty: 63939.507812
Iteration 96Q: 20 clusters Score -9.827846e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 71273 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15207 members 
Mstep: Class 5 contains 48442 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58737 members 
Mstep: Class 9 contains 55262 members 
Mstep: Class 10 contains 55098 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 59944 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25422 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 20 contains 186320 members 
Mstep: Class 21 contains 179973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278464.000000 Penalty: 63939.507812
Iteration 97Q: 20 clusters Score -9.827846e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 71206 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15238 members 
Mstep: Class 5 contains 48486 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58771 members 
Mstep: Class 9 contains 55374 members 
Mstep: Class 10 contains 55190 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 59727 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25431 members 
Mstep: Class 17 contains 11576 members 
Mstep: Class 20 contains 186422 members 
Mstep: Class 21 contains 179820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278576.000000 Penalty: 63939.507812
Iteration 98Q: 20 clusters Score -9.827858e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 71143 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15265 members 
Mstep: Class 5 contains 48540 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58800 members 
Mstep: Class 9 contains 55464 members 
Mstep: Class 10 contains 55305 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 59479 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25451 members 
Mstep: Class 17 contains 11586 members 
Mstep: Class 20 contains 186516 members 
Mstep: Class 21 contains 179691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278296.000000 Penalty: 63939.507812
Iteration 99Q: 20 clusters Score -9.82783e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 71081 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15283 members 
Mstep: Class 5 contains 48582 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 8 contains 58832 members 
Mstep: Class 9 contains 55531 members 
Mstep: Class 10 contains 55423 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 59240 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 25461 members 
Mstep: Class 17 contains 11594 members 
Mstep: Class 20 contains 186616 members 
Mstep: Class 21 contains 179599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278480.000000 Penalty: 63939.507812
Iteration 100F: 20 clusters Score -9.827848e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 71014 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15305 members 
Mstep: Class 5 contains 48625 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 58870 members 
Mstep: Class 9 contains 55612 members 
Mstep: Class 10 contains 55526 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 12 contains 59043 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 16 contains 25469 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 20 contains 186634 members 
Mstep: Class 21 contains 179540 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -9.827856e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 70944 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15323 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 58909 members 
Mstep: Class 9 contains 55691 members 
Mstep: Class 10 contains 55639 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 58842 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 25468 members 
Mstep: Class 17 contains 11602 members 
Mstep: Class 20 contains 186676 members 
Mstep: Class 21 contains 179462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 20 clusters Score -9.827836e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 70888 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15335 members 
Mstep: Class 5 contains 48705 members 
Mstep: Class 6 contains 480 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 58944 members 
Mstep: Class 9 contains 55761 members 
Mstep: Class 10 contains 55744 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 58663 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 16 contains 25462 members 
Mstep: Class 17 contains 11611 members 
Mstep: Class 20 contains 186742 members 
Mstep: Class 21 contains 179368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 63939.507812
Iteration 103Q: 20 clusters Score -9.82782e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 70827 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15355 members 
Mstep: Class 5 contains 48738 members 
Mstep: Class 6 contains 477 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 58967 members 
Mstep: Class 9 contains 55843 members 
Mstep: Class 10 contains 55852 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 58496 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1027 members 
Mstep: Class 16 contains 25456 members 
Mstep: Class 17 contains 11627 members 
Mstep: Class 20 contains 186799 members 
Mstep: Class 21 contains 179258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278248.000000 Penalty: 63939.507812
Iteration 104Q: 20 clusters Score -9.827825e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 70760 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 48786 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 1056 members 
Mstep: Class 8 contains 59004 members 
Mstep: Class 9 contains 55909 members 
Mstep: Class 10 contains 55934 members 
Mstep: Class 11 contains 3627 members 
Mstep: Class 12 contains 58312 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 25454 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 20 contains 186872 members 
Mstep: Class 21 contains 179159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278392.000000 Penalty: 63939.507812
Iteration 105Q: 20 clusters Score -9.827839e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 70707 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 48842 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 59031 members 
Mstep: Class 9 contains 55957 members 
Mstep: Class 10 contains 56050 members 
Mstep: Class 11 contains 3626 members 
Mstep: Class 12 contains 58137 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 1019 members 
Mstep: Class 16 contains 25453 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 20 contains 186903 members 
Mstep: Class 21 contains 179075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278400.000000 Penalty: 63939.507812
Iteration 106Q: 20 clusters Score -9.82784e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 70656 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 48902 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 8 contains 59053 members 
Mstep: Class 9 contains 56011 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 57978 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1018 members 
Mstep: Class 16 contains 25457 members 
Mstep: Class 17 contains 11654 members 
Mstep: Class 20 contains 186935 members 
Mstep: Class 21 contains 178977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278472.000000 Penalty: 63939.507812
Iteration 107Q: 20 clusters Score -9.827847e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 70587 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15443 members 
Mstep: Class 5 contains 48967 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 1059 members 
Mstep: Class 8 contains 59101 members 
Mstep: Class 9 contains 56082 members 
Mstep: Class 10 contains 56268 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 57835 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1018 members 
Mstep: Class 16 contains 25464 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 20 contains 186955 members 
Mstep: Class 21 contains 178833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278512.000000 Penalty: 63939.507812
Iteration 108Q: 20 clusters Score -9.827851e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 70528 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15460 members 
Mstep: Class 5 contains 49030 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 59138 members 
Mstep: Class 9 contains 56144 members 
Mstep: Class 10 contains 56368 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 57691 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1017 members 
Mstep: Class 16 contains 25461 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 20 contains 186952 members 
Mstep: Class 21 contains 178748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278344.000000 Penalty: 63939.507812
Iteration 109Q: 20 clusters Score -9.827834e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 70476 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 49086 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59189 members 
Mstep: Class 9 contains 56194 members 
Mstep: Class 10 contains 56470 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 57548 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1016 members 
Mstep: Class 16 contains 25465 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 20 contains 186958 members 
Mstep: Class 21 contains 178658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278432.000000 Penalty: 63939.507812
Iteration 110Q: 20 clusters Score -9.827843e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 70436 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 49130 members 
Mstep: Class 6 contains 479 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59235 members 
Mstep: Class 9 contains 56247 members 
Mstep: Class 10 contains 56563 members 
Mstep: Class 11 contains 3618 members 
Mstep: Class 12 contains 57425 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1016 members 
Mstep: Class 16 contains 25464 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 20 contains 186933 members 
Mstep: Class 21 contains 178595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278408.000000 Penalty: 63939.507812
Iteration 111Q: 20 clusters Score -9.827841e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 70401 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15501 members 
Mstep: Class 5 contains 49164 members 
Mstep: Class 6 contains 483 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59267 members 
Mstep: Class 9 contains 56294 members 
Mstep: Class 10 contains 56642 members 
Mstep: Class 11 contains 3615 members 
Mstep: Class 12 contains 57302 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1016 members 
Mstep: Class 16 contains 25457 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 20 contains 186937 members 
Mstep: Class 21 contains 178544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278312.000000 Penalty: 63939.507812
Iteration 112Q: 20 clusters Score -9.827831e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 70360 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 49198 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59309 members 
Mstep: Class 9 contains 56353 members 
Mstep: Class 10 contains 56705 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 57203 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25457 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 20 contains 186934 members 
Mstep: Class 21 contains 178464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278408.000000 Penalty: 63939.507812
Iteration 113Q: 20 clusters Score -9.827841e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 70321 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 49218 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59358 members 
Mstep: Class 9 contains 56394 members 
Mstep: Class 10 contains 56759 members 
Mstep: Class 11 contains 3608 members 
Mstep: Class 12 contains 57101 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25454 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 20 contains 186907 members 
Mstep: Class 21 contains 178447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278480.000000 Penalty: 63939.507812
Iteration 114Q: 20 clusters Score -9.827848e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 70282 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 49242 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59400 members 
Mstep: Class 9 contains 56445 members 
Mstep: Class 10 contains 56824 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 57014 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25456 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 20 contains 186917 members 
Mstep: Class 21 contains 178352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278424.000000 Penalty: 63939.507812
Iteration 115Q: 20 clusters Score -9.827842e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 70251 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 49268 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59433 members 
Mstep: Class 9 contains 56494 members 
Mstep: Class 10 contains 56879 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 56911 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25462 members 
Mstep: Class 17 contains 11700 members 
Mstep: Class 20 contains 186934 members 
Mstep: Class 21 contains 178271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 63939.507812
Iteration 116Q: 20 clusters Score -9.82782e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 70210 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 49299 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59462 members 
Mstep: Class 9 contains 56520 members 
Mstep: Class 10 contains 56939 members 
Mstep: Class 11 contains 3606 members 
Mstep: Class 12 contains 56801 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25466 members 
Mstep: Class 17 contains 11708 members 
Mstep: Class 20 contains 186954 members 
Mstep: Class 21 contains 178234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278088.000000 Penalty: 63939.507812
Iteration 117Q: 20 clusters Score -9.827809e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 70154 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59508 members 
Mstep: Class 9 contains 56561 members 
Mstep: Class 10 contains 56985 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 56704 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25474 members 
Mstep: Class 17 contains 11717 members 
Mstep: Class 20 contains 186979 members 
Mstep: Class 21 contains 178175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278008.000000 Penalty: 63939.507812
Iteration 118Q: 20 clusters Score -9.827801e+07 nChanged 761
Entering ConstructFrom: 
Score: -98278008.000000 Penalty: 63939.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -904133.062500 Penalty: 2208.078857
	Iteration 0F: 2 clusters Score -904133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -898150.125000 Penalty: 4416.157715
	Iteration 0F: 3 clusters Score -898150.1 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -900193.125000 Penalty: 4416.157715
	Iteration 1F: 3 clusters Score -900193.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -900821.750000 Penalty: 4416.157715
	Iteration 2F: 3 clusters Score -900821.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -901259.875000 Penalty: 4416.157715
	Iteration 3F: 3 clusters Score -901259.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -901621.875000 Penalty: 4416.157715
	Iteration 4F: 3 clusters Score -901621.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -901950.687500 Penalty: 4416.157715
	Iteration 5F: 3 clusters Score -901950.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -902224.000000 Penalty: 4416.157715
	Iteration 6F: 3 clusters Score -902224 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -902466.000000 Penalty: 4416.157715
	Iteration 7Q: 3 clusters Score -902466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -902634.750000 Penalty: 4416.157715
	Iteration 8Q: 3 clusters Score -902634.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -902747.187500 Penalty: 4416.157715
	Iteration 9Q: 3 clusters Score -902747.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -902824.187500 Penalty: 4416.157715
	Iteration 10Q: 3 clusters Score -902824.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -902876.562500 Penalty: 4416.157715
	Iteration 11Q: 3 clusters Score -902876.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -902911.875000 Penalty: 4416.157715
	Iteration 12Q: 3 clusters Score -902911.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -902943.312500 Penalty: 4416.157715
	Iteration 13Q: 3 clusters Score -902943.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -902971.937500 Penalty: 4416.157715
	Iteration 14Q: 3 clusters Score -902971.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -902996.500000 Penalty: 4416.157715
	Iteration 15Q: 3 clusters Score -902996.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -903018.000000 Penalty: 4416.157715
	Iteration 16Q: 3 clusters Score -903018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -903032.500000 Penalty: 4416.157715
	Iteration 17Q: 3 clusters Score -903032.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -903041.062500 Penalty: 4416.157715
	Iteration 18Q: 3 clusters Score -903041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -903046.750000 Penalty: 4416.157715
	Iteration 19Q: 3 clusters Score -903046.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -903051.500000 Penalty: 4416.157715
	Iteration 20F: 3 clusters Score -903051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -903056.125000 Penalty: 4416.157715
	Iteration 21Q: 3 clusters Score -903056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -903063.687500 Penalty: 4416.157715
	Iteration 22Q: 3 clusters Score -903063.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -903066.750000 Penalty: 4416.157715
	Iteration 23Q: 3 clusters Score -903066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -903071.625000 Penalty: 4416.157715
	Iteration 24Q: 3 clusters Score -903071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -903074.750000 Penalty: 4416.157715
	Iteration 25Q: 3 clusters Score -903074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -903078.125000 Penalty: 4416.157715
	Iteration 26Q: 3 clusters Score -903078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -903080.812500 Penalty: 4416.157715
	Iteration 27Q: 3 clusters Score -903080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -903082.937500 Penalty: 4416.157715
	Iteration 28Q: 3 clusters Score -903082.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -903087.250000 Penalty: 4416.157715
	Iteration 29Q: 3 clusters Score -903087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -903087.562500 Penalty: 4416.157715
	Iteration 30Q: 3 clusters Score -903087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -903091.187500 Penalty: 4416.157715
	Iteration 31Q: 3 clusters Score -903091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -903093.937500 Penalty: 4416.157715
	Iteration 32Q: 3 clusters Score -903093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -903097.062500 Penalty: 4416.157715
	Iteration 33Q: 3 clusters Score -903097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -903098.187500 Penalty: 4416.157715
	Iteration 34Q: 3 clusters Score -903098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -903102.687500 Penalty: 4416.157715
	Iteration 35Q: 3 clusters Score -903102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -903107.812500 Penalty: 4416.157715
	Iteration 36Q: 3 clusters Score -903107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -903110.125000 Penalty: 4416.157715
	Iteration 37Q: 3 clusters Score -903110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -903112.437500 Penalty: 4416.157715
	Iteration 38Q: 3 clusters Score -903112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -903113.437500 Penalty: 4416.157715
	Iteration 39Q: 3 clusters Score -903113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -903116.562500 Penalty: 4416.157715
	Iteration 40F: 3 clusters Score -903116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -903117.375000 Penalty: 4416.157715
	Iteration 41Q: 3 clusters Score -903117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -903116.750000 Penalty: 4416.157715
	Iteration 42Q: 3 clusters Score -903116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -903118.375000 Penalty: 4416.157715
	Iteration 43Q: 3 clusters Score -903118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -903119.375000 Penalty: 4416.157715
	Iteration 44Q: 3 clusters Score -903119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -903120.187500 Penalty: 4416.157715
	Iteration 45Q: 3 clusters Score -903120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -903121.687500 Penalty: 4416.157715
	Iteration 46Q: 3 clusters Score -903121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -903124.375000 Penalty: 4416.157715
	Iteration 47Q: 3 clusters Score -903124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -903126.750000 Penalty: 4416.157715
	Iteration 48Q: 3 clusters Score -903126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -903125.750000 Penalty: 4416.157715
	Iteration 49Q: 3 clusters Score -903125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -903128.437500 Penalty: 4416.157715
	Iteration 50Q: 3 clusters Score -903128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -903131.187500 Penalty: 4416.157715
	Iteration 51Q: 3 clusters Score -903131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -903134.125000 Penalty: 4416.157715
	Iteration 52Q: 3 clusters Score -903134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -903138.000000 Penalty: 4416.157715
	Iteration 53Q: 3 clusters Score -903138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -903139.687500 Penalty: 4416.157715
	Iteration 54Q: 3 clusters Score -903139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -903143.375000 Penalty: 4416.157715
	Iteration 55Q: 3 clusters Score -903143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -903144.625000 Penalty: 4416.157715
	Iteration 56Q: 3 clusters Score -903144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -903148.625000 Penalty: 4416.157715
	Iteration 57Q: 3 clusters Score -903148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -903149.500000 Penalty: 4416.157715
	Iteration 58Q: 3 clusters Score -903149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -903150.812500 Penalty: 4416.157715
	Iteration 59Q: 3 clusters Score -903150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -903150.687500 Penalty: 4416.157715
	Iteration 60F: 3 clusters Score -903150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -903151.187500 Penalty: 4416.157715
	Iteration 61Q: 3 clusters Score -903151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -903151.812500 Penalty: 4416.157715
	Iteration 62Q: 3 clusters Score -903151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -903155.125000 Penalty: 4416.157715
	Iteration 63Q: 3 clusters Score -903155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -903155.500000 Penalty: 4416.157715
	Iteration 64Q: 3 clusters Score -903155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -903156.937500 Penalty: 4416.157715
	Iteration 65Q: 3 clusters Score -903156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -903160.812500 Penalty: 4416.157715
	Iteration 66Q: 3 clusters Score -903160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -903164.687500 Penalty: 4416.157715
	Iteration 67Q: 3 clusters Score -903164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -903168.937500 Penalty: 4416.157715
	Iteration 68Q: 3 clusters Score -903168.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -903174.437500 Penalty: 4416.157715
	Iteration 69Q: 3 clusters Score -903174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -903177.562500 Penalty: 4416.157715
	Iteration 70Q: 3 clusters Score -903177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -903180.250000 Penalty: 4416.157715
	Iteration 71Q: 3 clusters Score -903180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -903181.937500 Penalty: 4416.157715
	Iteration 72Q: 3 clusters Score -903181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -903183.125000 Penalty: 4416.157715
	Iteration 73Q: 3 clusters Score -903183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -903181.625000 Penalty: 4416.157715
	Iteration 74Q: 3 clusters Score -903181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -903181.625000 Penalty: 4416.157715
	Iteration 75Q: 3 clusters Score -903181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -903181.125000 Penalty: 4416.157715
	Iteration 76Q: 3 clusters Score -903181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -903181.125000 Penalty: 4416.157715
	Iteration 77F: 3 clusters Score -903181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Entering Unmasked Estep 
Score: -8772920.000000 Penalty: 2767.139648
	Iteration 0F: 2 clusters Score -8772920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -8725722.000000 Penalty: 5534.279297
	Iteration 0F: 3 clusters Score -8725722 nChanged 32940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -8744170.000000 Penalty: 5534.279297
	Iteration 1F: 3 clusters Score -8744170 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -8744743.000000 Penalty: 5534.279297
	Iteration 2Q: 3 clusters Score -8744743 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -8745375.000000 Penalty: 5534.279297
	Iteration 3Q: 3 clusters Score -8745375 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8746268.000000 Penalty: 5534.279297
	Iteration 4Q: 3 clusters Score -8746268 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8747805.000000 Penalty: 5534.279297
	Iteration 5Q: 3 clusters Score -8747805 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -8750630.000000 Penalty: 5534.279297
	Iteration 6F: 3 clusters Score -8750630 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -8755294.000000 Penalty: 5534.279297
	Iteration 7F: 3 clusters Score -8755294 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -8761367.000000 Penalty: 5534.279297
	Iteration 8F: 3 clusters Score -8761367 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -8766560.000000 Penalty: 5534.279297
	Iteration 9F: 3 clusters Score -8766560 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -8769168.000000 Penalty: 5534.279297
	Iteration 10Q: 3 clusters Score -8769168 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -8769996.000000 Penalty: 5534.279297
	Iteration 11Q: 3 clusters Score -8769996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -8770234.000000 Penalty: 5534.279297
	Iteration 12Q: 3 clusters Score -8770234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -8770350.000000 Penalty: 5534.279297
	Iteration 13Q: 3 clusters Score -8770350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -8770400.000000 Penalty: 5534.279297
	Iteration 14Q: 3 clusters Score -8770400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 69932 members 
Entering Unmasked Estep 
Score: -8770433.000000 Penalty: 5534.279297
	Iteration 15Q: 3 clusters Score -8770433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 69935 members 
Entering Unmasked Estep 
Score: -8770447.000000 Penalty: 5534.279297
	Iteration 16Q: 3 clusters Score -8770447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -8770453.000000 Penalty: 5534.279297
	Iteration 17Q: 3 clusters Score -8770453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -8770457.000000 Penalty: 5534.279297
	Iteration 18Q: 3 clusters Score -8770457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -8770457.000000 Penalty: 5534.279297
	Iteration 19F: 3 clusters Score -8770457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -37392.910156 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -37392.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36088.078125 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -36088.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36287.492188 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -36287.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36333.878906 Penalty: 2941.076172
	Iteration 2Q: 3 clusters Score -36333.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36365.734375 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -36365.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36380.269531 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -36380.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36402.109375 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -36402.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36459.652344 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -36459.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36550.562500 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -36550.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36584.214844 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -36584.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36630.324219 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -36630.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36659.183594 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -36659.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36693.847656 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -36693.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36737.347656 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -36737.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36760.074219 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -36760.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36781.585938 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -36781.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36803.175781 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -36803.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36812.628906 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -36812.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36831.535156 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -36831.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36836.683594 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -36836.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36841.488281 Penalty: 2941.076172
	Iteration 19Q: 3 clusters Score -36841.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36851.257812 Penalty: 2941.076172
	Iteration 20F: 3 clusters Score -36851.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36867.953125 Penalty: 2941.076172
	Iteration 21Q: 3 clusters Score -36867.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36875.929688 Penalty: 2941.076172
	Iteration 22Q: 3 clusters Score -36875.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36897.691406 Penalty: 2941.076172
	Iteration 23Q: 3 clusters Score -36897.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36923.195312 Penalty: 2941.076172
	Iteration 24Q: 3 clusters Score -36923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36944.843750 Penalty: 2941.076172
	Iteration 25Q: 3 clusters Score -36944.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36957.593750 Penalty: 2941.076172
	Iteration 26Q: 3 clusters Score -36957.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36973.976562 Penalty: 2941.076172
	Iteration 27Q: 3 clusters Score -36973.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37018.093750 Penalty: 2941.076172
	Iteration 28Q: 3 clusters Score -37018.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37036.433594 Penalty: 2941.076172
	Iteration 29Q: 3 clusters Score -37036.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37036.433594 Penalty: 2941.076172
	Iteration 30F: 3 clusters Score -37036.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Entering Unmasked Estep 
Score: -2032297.375000 Penalty: 2394.906982
	Iteration 0F: 2 clusters Score -2032297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2021038.625000 Penalty: 4789.813965
	Iteration 0F: 3 clusters Score -2021039 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2024559.000000 Penalty: 4789.813965
	Iteration 1F: 3 clusters Score -2024559 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2024854.375000 Penalty: 4789.813965
	Iteration 2F: 3 clusters Score -2024854 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2025082.250000 Penalty: 4789.813965
	Iteration 3Q: 3 clusters Score -2025082 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2025294.125000 Penalty: 4789.813965
	Iteration 4Q: 3 clusters Score -2025294 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2025529.375000 Penalty: 4789.813965
	Iteration 5Q: 3 clusters Score -2025529 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2025784.375000 Penalty: 4789.813965
	Iteration 6Q: 3 clusters Score -2025784 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2026030.625000 Penalty: 4789.813965
	Iteration 7Q: 3 clusters Score -2026031 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2026294.500000 Penalty: 4789.813965
	Iteration 8Q: 3 clusters Score -2026294 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2026583.125000 Penalty: 4789.813965
	Iteration 9Q: 3 clusters Score -2026583 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2026903.375000 Penalty: 4789.813965
	Iteration 10Q: 3 clusters Score -2026903 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2027249.625000 Penalty: 4789.813965
	Iteration 11Q: 3 clusters Score -2027250 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2027587.875000 Penalty: 4789.813965
	Iteration 12Q: 3 clusters Score -2027588 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2027947.000000 Penalty: 4789.813965
	Iteration 13Q: 3 clusters Score -2027947 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2028256.000000 Penalty: 4789.813965
	Iteration 14Q: 3 clusters Score -2028256 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2028513.250000 Penalty: 4789.813965
	Iteration 15Q: 3 clusters Score -2028513 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2028734.250000 Penalty: 4789.813965
	Iteration 16Q: 3 clusters Score -2028734 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2028896.250000 Penalty: 4789.813965
	Iteration 17Q: 3 clusters Score -2028896 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2029036.125000 Penalty: 4789.813965
	Iteration 18Q: 3 clusters Score -2029036 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2029159.375000 Penalty: 4789.813965
	Iteration 19Q: 3 clusters Score -2029159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2029259.750000 Penalty: 4789.813965
	Iteration 20F: 3 clusters Score -2029260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2029348.125000 Penalty: 4789.813965
	Iteration 21Q: 3 clusters Score -2029348 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2029417.625000 Penalty: 4789.813965
	Iteration 22Q: 3 clusters Score -2029418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2029485.750000 Penalty: 4789.813965
	Iteration 23Q: 3 clusters Score -2029486 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2029543.875000 Penalty: 4789.813965
	Iteration 24Q: 3 clusters Score -2029544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2029590.250000 Penalty: 4789.813965
	Iteration 25Q: 3 clusters Score -2029590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2029635.500000 Penalty: 4789.813965
	Iteration 26Q: 3 clusters Score -2029636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2029678.000000 Penalty: 4789.813965
	Iteration 27Q: 3 clusters Score -2029678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2029715.125000 Penalty: 4789.813965
	Iteration 28Q: 3 clusters Score -2029715 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2029752.875000 Penalty: 4789.813965
	Iteration 29Q: 3 clusters Score -2029753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2029790.875000 Penalty: 4789.813965
	Iteration 30Q: 3 clusters Score -2029791 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2029823.750000 Penalty: 4789.813965
	Iteration 31Q: 3 clusters Score -2029824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2029866.250000 Penalty: 4789.813965
	Iteration 32Q: 3 clusters Score -2029866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2029897.750000 Penalty: 4789.813965
	Iteration 33Q: 3 clusters Score -2029898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2029924.375000 Penalty: 4789.813965
	Iteration 34Q: 3 clusters Score -2029924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2029941.500000 Penalty: 4789.813965
	Iteration 35Q: 3 clusters Score -2029942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2029959.375000 Penalty: 4789.813965
	Iteration 36Q: 3 clusters Score -2029959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2029976.000000 Penalty: 4789.813965
	Iteration 37Q: 3 clusters Score -2029976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2029990.250000 Penalty: 4789.813965
	Iteration 38Q: 3 clusters Score -2029990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2030015.000000 Penalty: 4789.813965
	Iteration 39Q: 3 clusters Score -2030015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2030028.250000 Penalty: 4789.813965
	Iteration 40F: 3 clusters Score -2030028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2030037.750000 Penalty: 4789.813965
	Iteration 41Q: 3 clusters Score -2030038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2030049.750000 Penalty: 4789.813965
	Iteration 42Q: 3 clusters Score -2030050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2030066.875000 Penalty: 4789.813965
	Iteration 43Q: 3 clusters Score -2030067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2030075.875000 Penalty: 4789.813965
	Iteration 44Q: 3 clusters Score -2030076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2030081.750000 Penalty: 4789.813965
	Iteration 45Q: 3 clusters Score -2030082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2030089.125000 Penalty: 4789.813965
	Iteration 46Q: 3 clusters Score -2030089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2030095.500000 Penalty: 4789.813965
	Iteration 47Q: 3 clusters Score -2030096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2030097.750000 Penalty: 4789.813965
	Iteration 48Q: 3 clusters Score -2030098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2030101.250000 Penalty: 4789.813965
	Iteration 49Q: 3 clusters Score -2030101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2030109.500000 Penalty: 4789.813965
	Iteration 50Q: 3 clusters Score -2030110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2030109.250000 Penalty: 4789.813965
	Iteration 51Q: 3 clusters Score -2030109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2030110.625000 Penalty: 4789.813965
	Iteration 52Q: 3 clusters Score -2030111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2030116.250000 Penalty: 4789.813965
	Iteration 53Q: 3 clusters Score -2030116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2030121.250000 Penalty: 4789.813965
	Iteration 54Q: 3 clusters Score -2030121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2030122.500000 Penalty: 4789.813965
	Iteration 55Q: 3 clusters Score -2030122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2030123.625000 Penalty: 4789.813965
	Iteration 56Q: 3 clusters Score -2030124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2030123.250000 Penalty: 4789.813965
	Iteration 57Q: 3 clusters Score -2030123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2030123.250000 Penalty: 4789.813965
	Iteration 58F: 3 clusters Score -2030123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Entering Unmasked Estep 
Score: -6384158.000000 Penalty: 2680.014648
	Iteration 0F: 2 clusters Score -6384158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6350821.500000 Penalty: 5360.029297
	Iteration 0F: 3 clusters Score -6350822 nChanged 22696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -6363298.500000 Penalty: 5360.029297
	Iteration 1F: 3 clusters Score -6363298 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6364012.500000 Penalty: 5360.029297
	Iteration 2Q: 3 clusters Score -6364012 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -6364752.000000 Penalty: 5360.029297
	Iteration 3Q: 3 clusters Score -6364752 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6365769.000000 Penalty: 5360.029297
	Iteration 4Q: 3 clusters Score -6365769 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -6366910.000000 Penalty: 5360.029297
	Iteration 5F: 3 clusters Score -6366910 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -6368453.000000 Penalty: 5360.029297
	Iteration 6F: 3 clusters Score -6368453 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6370419.000000 Penalty: 5360.029297
	Iteration 7F: 3 clusters Score -6370419 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6372755.500000 Penalty: 5360.029297
	Iteration 8F: 3 clusters Score -6372756 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -6375299.500000 Penalty: 5360.029297
	Iteration 9F: 3 clusters Score -6375300 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -6377152.500000 Penalty: 5360.029297
	Iteration 10F: 3 clusters Score -6377152 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -6377977.000000 Penalty: 5360.029297
	Iteration 11Q: 3 clusters Score -6377977 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -6378304.500000 Penalty: 5360.029297
	Iteration 12Q: 3 clusters Score -6378304 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6378505.000000 Penalty: 5360.029297
	Iteration 13Q: 3 clusters Score -6378505 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -6378668.000000 Penalty: 5360.029297
	Iteration 14Q: 3 clusters Score -6378668 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -6378847.500000 Penalty: 5360.029297
	Iteration 15Q: 3 clusters Score -6378848 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -6379044.000000 Penalty: 5360.029297
	Iteration 16Q: 3 clusters Score -6379044 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6379224.500000 Penalty: 5360.029297
	Iteration 17Q: 3 clusters Score -6379224 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -6379395.500000 Penalty: 5360.029297
	Iteration 18Q: 3 clusters Score -6379396 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -6379611.000000 Penalty: 5360.029297
	Iteration 19Q: 3 clusters Score -6379611 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -6379819.000000 Penalty: 5360.029297
	Iteration 20F: 3 clusters Score -6379819 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -6379923.500000 Penalty: 5360.029297
	Iteration 21Q: 3 clusters Score -6379924 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -6380093.000000 Penalty: 5360.029297
	Iteration 22Q: 3 clusters Score -6380093 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -6380250.500000 Penalty: 5360.029297
	Iteration 23Q: 3 clusters Score -6380250 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -6380389.500000 Penalty: 5360.029297
	Iteration 24Q: 3 clusters Score -6380390 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -6380544.000000 Penalty: 5360.029297
	Iteration 25Q: 3 clusters Score -6380544 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -6380713.000000 Penalty: 5360.029297
	Iteration 26Q: 3 clusters Score -6380713 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -6380852.000000 Penalty: 5360.029297
	Iteration 27Q: 3 clusters Score -6380852 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -6380980.500000 Penalty: 5360.029297
	Iteration 28Q: 3 clusters Score -6380980 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -6381072.000000 Penalty: 5360.029297
	Iteration 29Q: 3 clusters Score -6381072 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -6381191.000000 Penalty: 5360.029297
	Iteration 30Q: 3 clusters Score -6381191 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -6381274.000000 Penalty: 5360.029297
	Iteration 31Q: 3 clusters Score -6381274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -6381355.500000 Penalty: 5360.029297
	Iteration 32Q: 3 clusters Score -6381356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -6381432.000000 Penalty: 5360.029297
	Iteration 33Q: 3 clusters Score -6381432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -6381493.500000 Penalty: 5360.029297
	Iteration 34Q: 3 clusters Score -6381494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6381517.000000 Penalty: 5360.029297
	Iteration 35Q: 3 clusters Score -6381517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -6381570.500000 Penalty: 5360.029297
	Iteration 36Q: 3 clusters Score -6381570 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6381616.000000 Penalty: 5360.029297
	Iteration 37Q: 3 clusters Score -6381616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6381646.500000 Penalty: 5360.029297
	Iteration 38Q: 3 clusters Score -6381646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -6381686.500000 Penalty: 5360.029297
	Iteration 39Q: 3 clusters Score -6381686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6381728.500000 Penalty: 5360.029297
	Iteration 40F: 3 clusters Score -6381728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6381755.000000 Penalty: 5360.029297
	Iteration 41Q: 3 clusters Score -6381755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6381795.500000 Penalty: 5360.029297
	Iteration 42Q: 3 clusters Score -6381796 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6381810.500000 Penalty: 5360.029297
	Iteration 43Q: 3 clusters Score -6381810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -6381837.500000 Penalty: 5360.029297
	Iteration 44Q: 3 clusters Score -6381838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6381862.000000 Penalty: 5360.029297
	Iteration 45Q: 3 clusters Score -6381862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -6381874.000000 Penalty: 5360.029297
	Iteration 46Q: 3 clusters Score -6381874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -6381887.500000 Penalty: 5360.029297
	Iteration 47Q: 3 clusters Score -6381888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6381910.500000 Penalty: 5360.029297
	Iteration 48Q: 3 clusters Score -6381910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6381899.000000 Penalty: 5360.029297
	Iteration 49Q: 3 clusters Score -6381899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6381916.000000 Penalty: 5360.029297
	Iteration 50Q: 3 clusters Score -6381916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -6381938.000000 Penalty: 5360.029297
	Iteration 51Q: 3 clusters Score -6381938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6381941.500000 Penalty: 5360.029297
	Iteration 52Q: 3 clusters Score -6381942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6381950.000000 Penalty: 5360.029297
	Iteration 53Q: 3 clusters Score -6381950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6381959.000000 Penalty: 5360.029297
	Iteration 54Q: 3 clusters Score -6381959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -6381970.500000 Penalty: 5360.029297
	Iteration 55Q: 3 clusters Score -6381970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -6381979.000000 Penalty: 5360.029297
	Iteration 56Q: 3 clusters Score -6381979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6381984.000000 Penalty: 5360.029297
	Iteration 57Q: 3 clusters Score -6381984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -6381984.000000 Penalty: 5360.029297
	Iteration 58Q: 3 clusters Score -6381984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6381989.500000 Penalty: 5360.029297
	Iteration 59Q: 3 clusters Score -6381990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -6381991.000000 Penalty: 5360.029297
	Iteration 60F: 3 clusters Score -6381991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -6381990.500000 Penalty: 5360.029297
	Iteration 61Q: 3 clusters Score -6381990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -6382000.500000 Penalty: 5360.029297
	Iteration 62Q: 3 clusters Score -6382000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -6381992.500000 Penalty: 5360.029297
	Iteration 63Q: 3 clusters Score -6381992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -6381993.500000 Penalty: 5360.029297
	Iteration 64Q: 3 clusters Score -6381994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6381999.000000 Penalty: 5360.029297
	Iteration 65Q: 3 clusters Score -6381999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6382005.500000 Penalty: 5360.029297
	Iteration 66Q: 3 clusters Score -6382006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6382010.500000 Penalty: 5360.029297
	Iteration 67Q: 3 clusters Score -6382010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6382012.500000 Penalty: 5360.029297
	Iteration 68Q: 3 clusters Score -6382012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -6382007.500000 Penalty: 5360.029297
	Iteration 69Q: 3 clusters Score -6382008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6382009.500000 Penalty: 5360.029297
	Iteration 70Q: 3 clusters Score -6382010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -6382010.500000 Penalty: 5360.029297
	Iteration 71Q: 3 clusters Score -6382010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -6382015.000000 Penalty: 5360.029297
	Iteration 72Q: 3 clusters Score -6382015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -6382016.000000 Penalty: 5360.029297
	Iteration 73Q: 3 clusters Score -6382016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6382022.500000 Penalty: 5360.029297
	Iteration 74Q: 3 clusters Score -6382022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6382025.500000 Penalty: 5360.029297
	Iteration 75Q: 3 clusters Score -6382026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6382025.500000 Penalty: 5360.029297
	Iteration 76Q: 3 clusters Score -6382026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -6382027.500000 Penalty: 5360.029297
	Iteration 77Q: 3 clusters Score -6382028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6382026.500000 Penalty: 5360.029297
	Iteration 78Q: 3 clusters Score -6382026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -6382027.000000 Penalty: 5360.029297
	Iteration 79Q: 3 clusters Score -6382027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -6382022.500000 Penalty: 5360.029297
	Iteration 80F: 3 clusters Score -6382022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -59403.300781 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -59403.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57894.742188 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -57894.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58053.757812 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -58053.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58114.429688 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -58114.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58130.648438 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -58130.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58140.097656 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -58140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58140.097656 Penalty: 3077.460693
	Iteration 5F: 3 clusters Score -58140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -114795.281250 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -114795.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112829.523438 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -112829.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113266.218750 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -113266.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113595.390625 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -113595.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113897.781250 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -113897.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114203.671875 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -114203.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114535.484375 Penalty: 3455.615723
	Iteration 5F: 3 clusters Score -114535.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114691.296875 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -114691.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114798.414062 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -114798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114915.203125 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -114915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114958.671875 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -114958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -114973.976562 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -114974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114983.312500 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -114983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -115000.781250 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -115000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115010.257812 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -115010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -115027.148438 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -115027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -115057.953125 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -115058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115078.851562 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -115078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115086.179688 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -115086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115087.429688 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -115087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115089.359375 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -115089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115094.125000 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -115094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -115118.210938 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -115118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115171.078125 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -115171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -115178.546875 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -115178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -115178.546875 Penalty: 3455.615723
	Iteration 24F: 3 clusters Score -115178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 70110 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15629 members 
Mstep: Class 5 contains 49341 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 692 members 
Mstep: Class 8 contains 59542 members 
Mstep: Class 9 contains 56614 members 
Mstep: Class 10 contains 57048 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56606 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25475 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 18 contains 369 members 
Mstep: Class 20 contains 186966 members 
Mstep: Class 21 contains 178129 members 
Entering Unmasked Estep 
Score: -98276600.000000 Penalty: 67304.742188
Splitting cluster 7 changes total score from -98278008.000000 to -98276600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (59542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Entering Unmasked Estep 
Score: -7675812.500000 Penalty: 2726.620361
	Iteration 0F: 2 clusters Score -7675812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7635724.000000 Penalty: 5453.240723
	Iteration 0F: 3 clusters Score -7635724 nChanged 27649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -7651380.000000 Penalty: 5453.240723
	Iteration 1F: 3 clusters Score -7651380 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -7652139.500000 Penalty: 5453.240723
	Iteration 2Q: 3 clusters Score -7652140 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7653058.500000 Penalty: 5453.240723
	Iteration 3Q: 3 clusters Score -7653058 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -7654426.000000 Penalty: 5453.240723
	Iteration 4Q: 3 clusters Score -7654426 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -7656567.500000 Penalty: 5453.240723
	Iteration 5F: 3 clusters Score -7656568 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -7659875.500000 Penalty: 5453.240723
	Iteration 6F: 3 clusters Score -7659876 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -7664227.000000 Penalty: 5453.240723
	Iteration 7F: 3 clusters Score -7664227 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -7668247.500000 Penalty: 5453.240723
	Iteration 8F: 3 clusters Score -7668248 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -7670914.000000 Penalty: 5453.240723
	Iteration 9Q: 3 clusters Score -7670914 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -7672277.000000 Penalty: 5453.240723
	Iteration 10Q: 3 clusters Score -7672277 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7672874.000000 Penalty: 5453.240723
	Iteration 11Q: 3 clusters Score -7672874 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -7673191.500000 Penalty: 5453.240723
	Iteration 12Q: 3 clusters Score -7673192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -7673342.500000 Penalty: 5453.240723
	Iteration 13Q: 3 clusters Score -7673342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -7673424.000000 Penalty: 5453.240723
	Iteration 14Q: 3 clusters Score -7673424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -7673473.000000 Penalty: 5453.240723
	Iteration 15Q: 3 clusters Score -7673473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -7673502.500000 Penalty: 5453.240723
	Iteration 16Q: 3 clusters Score -7673502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -7673523.500000 Penalty: 5453.240723
	Iteration 17Q: 3 clusters Score -7673524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -7673541.500000 Penalty: 5453.240723
	Iteration 18Q: 3 clusters Score -7673542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -7673555.000000 Penalty: 5453.240723
	Iteration 19Q: 3 clusters Score -7673555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -7673574.000000 Penalty: 5453.240723
	Iteration 20F: 3 clusters Score -7673574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -7673577.500000 Penalty: 5453.240723
	Iteration 21Q: 3 clusters Score -7673578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -7673582.500000 Penalty: 5453.240723
	Iteration 22Q: 3 clusters Score -7673582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -7673583.000000 Penalty: 5453.240723
	Iteration 23Q: 3 clusters Score -7673583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7673586.500000 Penalty: 5453.240723
	Iteration 24Q: 3 clusters Score -7673586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -7673588.500000 Penalty: 5453.240723
	Iteration 25Q: 3 clusters Score -7673588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7673593.500000 Penalty: 5453.240723
	Iteration 26Q: 3 clusters Score -7673594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -7673593.500000 Penalty: 5453.240723
	Iteration 27F: 3 clusters Score -7673594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Entering Unmasked Estep 
Score: -7296458.500000 Penalty: 2714.114990
	Iteration 0F: 2 clusters Score -7296458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7258444.500000 Penalty: 5428.229980
	Iteration 0F: 3 clusters Score -7258444 nChanged 26246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -7273023.000000 Penalty: 5428.229980
	Iteration 1F: 3 clusters Score -7273023 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -7273485.000000 Penalty: 5428.229980
	Iteration 2Q: 3 clusters Score -7273485 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -7273989.500000 Penalty: 5428.229980
	Iteration 3Q: 3 clusters Score -7273990 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -7274478.000000 Penalty: 5428.229980
	Iteration 4Q: 3 clusters Score -7274478 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -7274974.000000 Penalty: 5428.229980
	Iteration 5Q: 3 clusters Score -7274974 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7275630.000000 Penalty: 5428.229980
	Iteration 6Q: 3 clusters Score -7275630 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -7276629.000000 Penalty: 5428.229980
	Iteration 7Q: 3 clusters Score -7276629 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -7278352.000000 Penalty: 5428.229980
	Iteration 8F: 3 clusters Score -7278352 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -7280880.500000 Penalty: 5428.229980
	Iteration 9F: 3 clusters Score -7280880 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -7284156.500000 Penalty: 5428.229980
	Iteration 10F: 3 clusters Score -7284156 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -7287424.500000 Penalty: 5428.229980
	Iteration 11F: 3 clusters Score -7287424 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -7289808.000000 Penalty: 5428.229980
	Iteration 12Q: 3 clusters Score -7289808 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -7291158.500000 Penalty: 5428.229980
	Iteration 13Q: 3 clusters Score -7291158 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -7291928.500000 Penalty: 5428.229980
	Iteration 14Q: 3 clusters Score -7291928 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -7292379.000000 Penalty: 5428.229980
	Iteration 15Q: 3 clusters Score -7292379 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -7292726.000000 Penalty: 5428.229980
	Iteration 16Q: 3 clusters Score -7292726 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -7292998.500000 Penalty: 5428.229980
	Iteration 17Q: 3 clusters Score -7292998 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -7293247.500000 Penalty: 5428.229980
	Iteration 18Q: 3 clusters Score -7293248 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -7293435.000000 Penalty: 5428.229980
	Iteration 19Q: 3 clusters Score -7293435 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -7293597.500000 Penalty: 5428.229980
	Iteration 20F: 3 clusters Score -7293598 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -7293707.000000 Penalty: 5428.229980
	Iteration 21Q: 3 clusters Score -7293707 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -7293783.000000 Penalty: 5428.229980
	Iteration 22Q: 3 clusters Score -7293783 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -7293837.000000 Penalty: 5428.229980
	Iteration 23Q: 3 clusters Score -7293837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -7293907.000000 Penalty: 5428.229980
	Iteration 24Q: 3 clusters Score -7293907 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7293972.500000 Penalty: 5428.229980
	Iteration 25Q: 3 clusters Score -7293972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -7294019.000000 Penalty: 5428.229980
	Iteration 26Q: 3 clusters Score -7294019 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -7294068.000000 Penalty: 5428.229980
	Iteration 27Q: 3 clusters Score -7294068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -7294119.500000 Penalty: 5428.229980
	Iteration 28Q: 3 clusters Score -7294120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -7294140.500000 Penalty: 5428.229980
	Iteration 29Q: 3 clusters Score -7294140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -7294179.500000 Penalty: 5428.229980
	Iteration 30Q: 3 clusters Score -7294180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -7294227.000000 Penalty: 5428.229980
	Iteration 31Q: 3 clusters Score -7294227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -7294240.000000 Penalty: 5428.229980
	Iteration 32Q: 3 clusters Score -7294240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7294255.000000 Penalty: 5428.229980
	Iteration 33Q: 3 clusters Score -7294255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -7294265.000000 Penalty: 5428.229980
	Iteration 34Q: 3 clusters Score -7294265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -7294287.000000 Penalty: 5428.229980
	Iteration 35Q: 3 clusters Score -7294287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -7294306.000000 Penalty: 5428.229980
	Iteration 36Q: 3 clusters Score -7294306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -7294311.000000 Penalty: 5428.229980
	Iteration 37Q: 3 clusters Score -7294311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7294322.000000 Penalty: 5428.229980
	Iteration 38Q: 3 clusters Score -7294322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -7294327.000000 Penalty: 5428.229980
	Iteration 39Q: 3 clusters Score -7294327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -7294344.000000 Penalty: 5428.229980
	Iteration 40F: 3 clusters Score -7294344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7294346.000000 Penalty: 5428.229980
	Iteration 41Q: 3 clusters Score -7294346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -7294364.500000 Penalty: 5428.229980
	Iteration 42Q: 3 clusters Score -7294364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -7294374.000000 Penalty: 5428.229980
	Iteration 43Q: 3 clusters Score -7294374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -7294377.500000 Penalty: 5428.229980
	Iteration 44Q: 3 clusters Score -7294378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -7294384.500000 Penalty: 5428.229980
	Iteration 45Q: 3 clusters Score -7294384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -7294378.000000 Penalty: 5428.229980
	Iteration 46Q: 3 clusters Score -7294378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -7294388.500000 Penalty: 5428.229980
	Iteration 47Q: 3 clusters Score -7294388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -7294386.500000 Penalty: 5428.229980
	Iteration 48Q: 3 clusters Score -7294386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7294387.000000 Penalty: 5428.229980
	Iteration 49Q: 3 clusters Score -7294387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -7294391.500000 Penalty: 5428.229980
	Iteration 50Q: 3 clusters Score -7294392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -7294390.500000 Penalty: 5428.229980
	Iteration 51Q: 3 clusters Score -7294390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -7294390.500000 Penalty: 5428.229980
	Iteration 52F: 3 clusters Score -7294390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Entering Unmasked Estep 
Score: -7382858.000000 Penalty: 2716.008789
	Iteration 0F: 2 clusters Score -7382858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7344563.000000 Penalty: 5432.017578
	Iteration 0F: 3 clusters Score -7344563 nChanged 26487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -7359358.000000 Penalty: 5432.017578
	Iteration 1F: 3 clusters Score -7359358 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -7359870.500000 Penalty: 5432.017578
	Iteration 2Q: 3 clusters Score -7359870 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -7360414.000000 Penalty: 5432.017578
	Iteration 3Q: 3 clusters Score -7360414 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -7361131.500000 Penalty: 5432.017578
	Iteration 4Q: 3 clusters Score -7361132 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7362161.000000 Penalty: 5432.017578
	Iteration 5Q: 3 clusters Score -7362161 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -7363642.500000 Penalty: 5432.017578
	Iteration 6Q: 3 clusters Score -7363642 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7365819.000000 Penalty: 5432.017578
	Iteration 7F: 3 clusters Score -7365819 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -7368591.500000 Penalty: 5432.017578
	Iteration 8F: 3 clusters Score -7368592 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -7371875.000000 Penalty: 5432.017578
	Iteration 9F: 3 clusters Score -7371875 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -7374930.000000 Penalty: 5432.017578
	Iteration 10F: 3 clusters Score -7374930 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -7377293.000000 Penalty: 5432.017578
	Iteration 11Q: 3 clusters Score -7377293 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -7378753.500000 Penalty: 5432.017578
	Iteration 12Q: 3 clusters Score -7378754 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -7379499.000000 Penalty: 5432.017578
	Iteration 13Q: 3 clusters Score -7379499 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -7379928.500000 Penalty: 5432.017578
	Iteration 14Q: 3 clusters Score -7379928 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -7380136.000000 Penalty: 5432.017578
	Iteration 15Q: 3 clusters Score -7380136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -7380231.000000 Penalty: 5432.017578
	Iteration 16Q: 3 clusters Score -7380231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -7380323.000000 Penalty: 5432.017578
	Iteration 17Q: 3 clusters Score -7380323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -7380389.000000 Penalty: 5432.017578
	Iteration 18Q: 3 clusters Score -7380389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7380420.000000 Penalty: 5432.017578
	Iteration 19Q: 3 clusters Score -7380420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -7380446.000000 Penalty: 5432.017578
	Iteration 20F: 3 clusters Score -7380446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -7380448.000000 Penalty: 5432.017578
	Iteration 21Q: 3 clusters Score -7380448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -7380458.500000 Penalty: 5432.017578
	Iteration 22Q: 3 clusters Score -7380458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -7380476.500000 Penalty: 5432.017578
	Iteration 23Q: 3 clusters Score -7380476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -7380501.000000 Penalty: 5432.017578
	Iteration 24Q: 3 clusters Score -7380501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -7380519.000000 Penalty: 5432.017578
	Iteration 25Q: 3 clusters Score -7380519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -7380526.000000 Penalty: 5432.017578
	Iteration 26Q: 3 clusters Score -7380526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -7380535.000000 Penalty: 5432.017578
	Iteration 27Q: 3 clusters Score -7380535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7380549.000000 Penalty: 5432.017578
	Iteration 28Q: 3 clusters Score -7380549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -7380551.500000 Penalty: 5432.017578
	Iteration 29Q: 3 clusters Score -7380552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -7380560.000000 Penalty: 5432.017578
	Iteration 30Q: 3 clusters Score -7380560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7380555.500000 Penalty: 5432.017578
	Iteration 31Q: 3 clusters Score -7380556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -7380560.000000 Penalty: 5432.017578
	Iteration 32Q: 3 clusters Score -7380560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -7380560.000000 Penalty: 5432.017578
	Iteration 33F: 3 clusters Score -7380560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -449065.781250 Penalty: 2031.070190
	Iteration 0F: 2 clusters Score -449065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -445391.812500 Penalty: 4062.140381
	Iteration 0F: 3 clusters Score -445391.8 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -446210.656250 Penalty: 4062.140381
	Iteration 1F: 3 clusters Score -446210.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -446402.531250 Penalty: 4062.140381
	Iteration 2F: 3 clusters Score -446402.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -446529.312500 Penalty: 4062.140381
	Iteration 3F: 3 clusters Score -446529.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -446595.500000 Penalty: 4062.140381
	Iteration 4Q: 3 clusters Score -446595.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -446640.937500 Penalty: 4062.140381
	Iteration 5Q: 3 clusters Score -446640.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -446686.031250 Penalty: 4062.140381
	Iteration 6Q: 3 clusters Score -446686 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -446735.625000 Penalty: 4062.140381
	Iteration 7Q: 3 clusters Score -446735.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -446776.562500 Penalty: 4062.140381
	Iteration 8Q: 3 clusters Score -446776.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -446823.500000 Penalty: 4062.140381
	Iteration 9Q: 3 clusters Score -446823.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -446866.343750 Penalty: 4062.140381
	Iteration 10Q: 3 clusters Score -446866.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -446903.906250 Penalty: 4062.140381
	Iteration 11Q: 3 clusters Score -446903.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -446932.000000 Penalty: 4062.140381
	Iteration 12Q: 3 clusters Score -446932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -446957.812500 Penalty: 4062.140381
	Iteration 13Q: 3 clusters Score -446957.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -446978.062500 Penalty: 4062.140381
	Iteration 14Q: 3 clusters Score -446978.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -446998.093750 Penalty: 4062.140381
	Iteration 15Q: 3 clusters Score -446998.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -447011.281250 Penalty: 4062.140381
	Iteration 16Q: 3 clusters Score -447011.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -447023.781250 Penalty: 4062.140381
	Iteration 17Q: 3 clusters Score -447023.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -447035.625000 Penalty: 4062.140381
	Iteration 18Q: 3 clusters Score -447035.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -447050.718750 Penalty: 4062.140381
	Iteration 19Q: 3 clusters Score -447050.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -447062.250000 Penalty: 4062.140381
	Iteration 20F: 3 clusters Score -447062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -447071.906250 Penalty: 4062.140381
	Iteration 21Q: 3 clusters Score -447071.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -447087.281250 Penalty: 4062.140381
	Iteration 22Q: 3 clusters Score -447087.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -447106.468750 Penalty: 4062.140381
	Iteration 23Q: 3 clusters Score -447106.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -447122.437500 Penalty: 4062.140381
	Iteration 24Q: 3 clusters Score -447122.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -447144.468750 Penalty: 4062.140381
	Iteration 25Q: 3 clusters Score -447144.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -447164.593750 Penalty: 4062.140381
	Iteration 26Q: 3 clusters Score -447164.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -447182.843750 Penalty: 4062.140381
	Iteration 27Q: 3 clusters Score -447182.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -447204.906250 Penalty: 4062.140381
	Iteration 28Q: 3 clusters Score -447204.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -447224.187500 Penalty: 4062.140381
	Iteration 29Q: 3 clusters Score -447224.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -447240.468750 Penalty: 4062.140381
	Iteration 30Q: 3 clusters Score -447240.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -447252.750000 Penalty: 4062.140381
	Iteration 31Q: 3 clusters Score -447252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -447258.718750 Penalty: 4062.140381
	Iteration 32Q: 3 clusters Score -447258.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -447268.375000 Penalty: 4062.140381
	Iteration 33Q: 3 clusters Score -447268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -447275.218750 Penalty: 4062.140381
	Iteration 34Q: 3 clusters Score -447275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -447277.531250 Penalty: 4062.140381
	Iteration 35Q: 3 clusters Score -447277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -447282.187500 Penalty: 4062.140381
	Iteration 36Q: 3 clusters Score -447282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -447284.937500 Penalty: 4062.140381
	Iteration 37Q: 3 clusters Score -447284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -447288.125000 Penalty: 4062.140381
	Iteration 38Q: 3 clusters Score -447288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -447292.093750 Penalty: 4062.140381
	Iteration 39Q: 3 clusters Score -447292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -447297.750000 Penalty: 4062.140381
	Iteration 40F: 3 clusters Score -447297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -447302.156250 Penalty: 4062.140381
	Iteration 41Q: 3 clusters Score -447302.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -447310.906250 Penalty: 4062.140381
	Iteration 42Q: 3 clusters Score -447310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -447316.437500 Penalty: 4062.140381
	Iteration 43Q: 3 clusters Score -447316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -447320.875000 Penalty: 4062.140381
	Iteration 44Q: 3 clusters Score -447320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -447330.468750 Penalty: 4062.140381
	Iteration 45Q: 3 clusters Score -447330.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -447340.000000 Penalty: 4062.140381
	Iteration 46Q: 3 clusters Score -447340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -447348.281250 Penalty: 4062.140381
	Iteration 47Q: 3 clusters Score -447348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -447354.656250 Penalty: 4062.140381
	Iteration 48Q: 3 clusters Score -447354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -447356.687500 Penalty: 4062.140381
	Iteration 49Q: 3 clusters Score -447356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -447357.031250 Penalty: 4062.140381
	Iteration 50Q: 3 clusters Score -447357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -447357.812500 Penalty: 4062.140381
	Iteration 51Q: 3 clusters Score -447357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -447358.625000 Penalty: 4062.140381
	Iteration 52Q: 3 clusters Score -447358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -447360.031250 Penalty: 4062.140381
	Iteration 53Q: 3 clusters Score -447360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -447359.906250 Penalty: 4062.140381
	Iteration 54Q: 3 clusters Score -447359.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -447359.906250 Penalty: 4062.140381
	Iteration 55F: 3 clusters Score -447359.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Entering Unmasked Estep 
Score: -7285044.500000 Penalty: 2714.079834
	Iteration 0F: 2 clusters Score -7285044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -7246939.500000 Penalty: 5428.159668
	Iteration 0F: 3 clusters Score -7246940 nChanged 26389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7261620 nChanged 2130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7262224 nChanged 2050
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7262798 nChanged 2065
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7263484 nChanged 2111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7264122 nChanged 2144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7264944 nChanged 2357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7266045 nChanged 2708
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Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7267655 nChanged 3113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -7270027.500000 Penalty: 5428.159668
	Iteration 9F: 3 clusters Score -7270028 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -7272679.500000 Penalty: 5428.159668
	Iteration 10F: 3 clusters Score -7272680 nChanged 3189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7274881 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7276041 nChanged 1689
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Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7276778 nChanged 1159
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Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7277110 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7277410 nChanged 829
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7277655 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7277842 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7278044 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7278154 nChanged 524
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Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7278243.500000 Penalty: 5428.159668
	Iteration 20F: 3 clusters Score -7278244 nChanged 524
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Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7278328 nChanged 529
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Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7278426 nChanged 548
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Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7278580 nChanged 525
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Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7278681 nChanged 525
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Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7278797 nChanged 549
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Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7278940 nChanged 542
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7279080 nChanged 590
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Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7279238 nChanged 575
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Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7279356 nChanged 565
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Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7279496 nChanged 573
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Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7279630 nChanged 549
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Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7279779 nChanged 573
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Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7279966 nChanged 578
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Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7280104 nChanged 541
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Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7280262 nChanged 530
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Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7280399 nChanged 495
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Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 7913 members 
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	Iteration 37Q: 3 clusters Score -7280603 nChanged 462
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Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7280698 nChanged 453
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Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7280832 nChanged 450
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Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7280940 nChanged 434
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Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7281083 nChanged 437
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Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7281266 nChanged 458
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Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7281407 nChanged 411
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Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7281532 nChanged 382
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Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7281685 nChanged 358
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Mstep: Class 1 contains 52504 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7281792 nChanged 302
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Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 3800 members 
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	Iteration 47Q: 3 clusters Score -7281911 nChanged 294
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Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7282014 nChanged 256
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Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7282080 nChanged 214
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Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7282135 nChanged 183
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Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7282196 nChanged 148
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Mstep: Class 1 contains 53877 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7282234 nChanged 139
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Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7282266 nChanged 122
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Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7282288 nChanged 109
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Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7282312 nChanged 87
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Mstep: Class 1 contains 54312 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7282358 nChanged 100
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Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7282403 nChanged 94
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Mstep: Class 1 contains 54490 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7282426 nChanged 64
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Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7282452 nChanged 63
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Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7282456 nChanged 53
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Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7282485 nChanged 43
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Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7282510 nChanged 44
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Mstep: Class 1 contains 54749 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7282511 nChanged 40
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Mstep: Class 1 contains 54787 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7282539 nChanged 41
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Mstep: Class 1 contains 54818 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7282560 nChanged 41
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Mstep: Class 1 contains 54853 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7282574 nChanged 37
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Mstep: Class 1 contains 54888 members 
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	Iteration 67Q: 3 clusters Score -7282585 nChanged 37
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Mstep: Class 1 contains 54921 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7282594 nChanged 32
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Mstep: Class 1 contains 54947 members 
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	Iteration 69Q: 3 clusters Score -7282600 nChanged 25
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Mstep: Class 1 contains 54972 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7282618 nChanged 27
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Mstep: Class 1 contains 54997 members 
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	Iteration 71Q: 3 clusters Score -7282604 nChanged 27
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Mstep: Class 1 contains 55024 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7282621 nChanged 22
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Mstep: Class 1 contains 55042 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7282628 nChanged 28
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Mstep: Class 1 contains 55066 members 
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	Iteration 74Q: 3 clusters Score -7282633 nChanged 26
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Mstep: Class 1 contains 55086 members 
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	Iteration 75Q: 3 clusters Score -7282644 nChanged 24
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Mstep: Class 2 contains 1500 members 
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	Iteration 76Q: 3 clusters Score -7282638 nChanged 20
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Mstep: Class 1 contains 55122 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7282646 nChanged 19
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Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 1469 members 
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	Iteration 78Q: 3 clusters Score -7282652 nChanged 16
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	Iteration 79Q: 3 clusters Score -7282660 nChanged 13
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Mstep: Class 1 contains 55164 members 
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	Iteration 80F: 3 clusters Score -7282665 nChanged 17
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Mstep: Class 1 contains 55177 members 
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	Iteration 81Q: 3 clusters Score -7282669 nChanged 23
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Mstep: Class 1 contains 55194 members 
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	Iteration 82Q: 3 clusters Score -7282688 nChanged 19
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Mstep: Class 1 contains 55211 members 
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	Iteration 83Q: 3 clusters Score -7282684 nChanged 14
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	Iteration 84Q: 3 clusters Score -7282688 nChanged 11
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Mstep: Class 1 contains 55230 members 
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	Iteration 85Q: 3 clusters Score -7282690 nChanged 16
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Mstep: Class 1 contains 55242 members 
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	Iteration 86Q: 3 clusters Score -7282692 nChanged 15
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Mstep: Class 1 contains 55255 members 
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	Iteration 87Q: 3 clusters Score -7282694 nChanged 10
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Mstep: Class 1 contains 55265 members 
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	Iteration 88Q: 3 clusters Score -7282697 nChanged 16
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Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 1329 members 
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	Iteration 89Q: 3 clusters Score -7282699 nChanged 14
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	Iteration 90Q: 3 clusters Score -7282700 nChanged 16
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	Iteration 91Q: 3 clusters Score -7282701 nChanged 16
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	Iteration 92Q: 3 clusters Score -7282702 nChanged 12
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7282708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7282716.500000 Penalty: 5428.159668
	Iteration 94Q: 3 clusters Score -7282716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7282721.500000 Penalty: 5428.159668
	Iteration 95Q: 3 clusters Score -7282722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7282726.500000 Penalty: 5428.159668
	Iteration 96Q: 3 clusters Score -7282726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7282724.500000 Penalty: 5428.159668
	Iteration 97Q: 3 clusters Score -7282724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7282726.000000 Penalty: 5428.159668
	Iteration 98Q: 3 clusters Score -7282726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7282732.000000 Penalty: 5428.159668
	Iteration 99Q: 3 clusters Score -7282732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7282745.500000 Penalty: 5428.159668
	Iteration 100F: 3 clusters Score -7282746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7282748.500000 Penalty: 5428.159668
	Iteration 101Q: 3 clusters Score -7282748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7282759.500000 Penalty: 5428.159668
	Iteration 102Q: 3 clusters Score -7282760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7282755.000000 Penalty: 5428.159668
	Iteration 103Q: 3 clusters Score -7282755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7282765.500000 Penalty: 5428.159668
	Iteration 104Q: 3 clusters Score -7282766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7282762.500000 Penalty: 5428.159668
	Iteration 105Q: 3 clusters Score -7282762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7282747.000000 Penalty: 5428.159668
	Iteration 106Q: 3 clusters Score -7282747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7282756.000000 Penalty: 5428.159668
	Iteration 107Q: 3 clusters Score -7282756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7282769.500000 Penalty: 5428.159668
	Iteration 108Q: 3 clusters Score -7282770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7282782.500000 Penalty: 5428.159668
	Iteration 109Q: 3 clusters Score -7282782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7282788.000000 Penalty: 5428.159668
	Iteration 110Q: 3 clusters Score -7282788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7282790.000000 Penalty: 5428.159668
	Iteration 111Q: 3 clusters Score -7282790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7282785.000000 Penalty: 5428.159668
	Iteration 112Q: 3 clusters Score -7282785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7282800.000000 Penalty: 5428.159668
	Iteration 113Q: 3 clusters Score -7282800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7282803.000000 Penalty: 5428.159668
	Iteration 114Q: 3 clusters Score -7282803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7282803.500000 Penalty: 5428.159668
	Iteration 115Q: 3 clusters Score -7282804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7282801.500000 Penalty: 5428.159668
	Iteration 116Q: 3 clusters Score -7282802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7282806.500000 Penalty: 5428.159668
	Iteration 117Q: 3 clusters Score -7282806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7282808.000000 Penalty: 5428.159668
	Iteration 118Q: 3 clusters Score -7282808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7282809.500000 Penalty: 5428.159668
	Iteration 119Q: 3 clusters Score -7282810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7282808.000000 Penalty: 5428.159668
	Iteration 120F: 3 clusters Score -7282808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7282811.500000 Penalty: 5428.159668
	Iteration 121Q: 3 clusters Score -7282812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7282804.000000 Penalty: 5428.159668
	Iteration 122Q: 3 clusters Score -7282804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7282804.500000 Penalty: 5428.159668
	Iteration 123Q: 3 clusters Score -7282804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7282802.500000 Penalty: 5428.159668
	Iteration 124Q: 3 clusters Score -7282802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7282809.000000 Penalty: 5428.159668
	Iteration 125Q: 3 clusters Score -7282809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7282810.000000 Penalty: 5428.159668
	Iteration 126Q: 3 clusters Score -7282810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7282810.000000 Penalty: 5428.159668
	Iteration 127F: 3 clusters Score -7282810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38998.539062 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -38998.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37692.335938 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -37692.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37885.679688 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -37885.68 nChanged 15
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: -37931.707031 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -37931.71 nChanged 10
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: -37968.722656 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -37968.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37990.851562 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -37990.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38002.808594 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -38002.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38007.144531 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -38007.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38024.730469 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -38024.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38028.937500 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -38028.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38031.445312 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -38031.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38033.117188 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -38033.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38034.945312 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -38034.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38034.945312 Penalty: 2930.409180
	Iteration 12F: 3 clusters Score -38034.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46967.707031 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46967.71 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 225 members 
Entering Unmasked Estep 
Score: -45563.820312 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45563.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45704.273438 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45704.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45764.406250 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -45764.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45793.882812 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45793.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45811.476562 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45811.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45823.898438 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45830.300781 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45832.480469 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -45832.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45832.480469 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -45832.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -111232.898438 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -111232.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -109327.203125 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -109327.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109793.046875 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -109793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110098.093750 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -110098.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110463.250000 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -110463.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111006.445312 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -111006.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111483.226562 Penalty: 3433.631348
	Iteration 5F: 3 clusters Score -111483.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111699.031250 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -111699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -111900.914062 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -111900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -112053.687500 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -112053.7 nChanged 10
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: -112141.882812 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -112141.9 nChanged 4
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: -112153.546875 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -112153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112156.281250 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -112156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112156.281250 Penalty: 3433.631348
	Iteration 12F: 3 clusters Score -112156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 70110 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15629 members 
Mstep: Class 5 contains 49341 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59542 members 
Mstep: Class 9 contains 56614 members 
Mstep: Class 10 contains 57048 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56606 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 25475 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 20 contains 186966 members 
Mstep: Class 21 contains 178129 members 
Entering Unmasked Estep 
Score: -98277280.000000 Penalty: 67304.742188
Splitting cluster 15 changes total score from -98278008.000000 to -98277280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (25475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Entering Unmasked Estep 
Score: -3301167.000000 Penalty: 2516.072266
	Iteration 0F: 2 clusters Score -3301167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3283588.500000 Penalty: 5032.144531
	Iteration 0F: 3 clusters Score -3283588 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3289642.500000 Penalty: 5032.144531
	Iteration 1F: 3 clusters Score -3289642 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3290017.500000 Penalty: 5032.144531
	Iteration 2Q: 3 clusters Score -3290018 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3290298.500000 Penalty: 5032.144531
	Iteration 3Q: 3 clusters Score -3290298 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3290539.750000 Penalty: 5032.144531
	Iteration 4Q: 3 clusters Score -3290540 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3290749.500000 Penalty: 5032.144531
	Iteration 5Q: 3 clusters Score -3290750 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3290909.250000 Penalty: 5032.144531
	Iteration 6Q: 3 clusters Score -3290909 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3291116.250000 Penalty: 5032.144531
	Iteration 7Q: 3 clusters Score -3291116 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3291346.250000 Penalty: 5032.144531
	Iteration 8Q: 3 clusters Score -3291346 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3291659.000000 Penalty: 5032.144531
	Iteration 9Q: 3 clusters Score -3291659 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3292065.000000 Penalty: 5032.144531
	Iteration 10Q: 3 clusters Score -3292065 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3292628.500000 Penalty: 5032.144531
	Iteration 11Q: 3 clusters Score -3292628 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3293352.500000 Penalty: 5032.144531
	Iteration 12Q: 3 clusters Score -3293352 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3294187.250000 Penalty: 5032.144531
	Iteration 13Q: 3 clusters Score -3294187 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3295067.750000 Penalty: 5032.144531
	Iteration 14Q: 3 clusters Score -3295068 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3295862.750000 Penalty: 5032.144531
	Iteration 15Q: 3 clusters Score -3295863 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3296664.250000 Penalty: 5032.144531
	Iteration 16Q: 3 clusters Score -3296664 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3297262.750000 Penalty: 5032.144531
	Iteration 17Q: 3 clusters Score -3297263 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3297651.250000 Penalty: 5032.144531
	Iteration 18Q: 3 clusters Score -3297651 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3297965.000000 Penalty: 5032.144531
	Iteration 19Q: 3 clusters Score -3297965 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3298200.000000 Penalty: 5032.144531
	Iteration 20F: 3 clusters Score -3298200 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3298346.000000 Penalty: 5032.144531
	Iteration 21Q: 3 clusters Score -3298346 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3298461.000000 Penalty: 5032.144531
	Iteration 22Q: 3 clusters Score -3298461 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3298576.250000 Penalty: 5032.144531
	Iteration 23Q: 3 clusters Score -3298576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3298660.000000 Penalty: 5032.144531
	Iteration 24Q: 3 clusters Score -3298660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3298742.750000 Penalty: 5032.144531
	Iteration 25Q: 3 clusters Score -3298743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3298815.750000 Penalty: 5032.144531
	Iteration 26Q: 3 clusters Score -3298816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3298859.500000 Penalty: 5032.144531
	Iteration 27Q: 3 clusters Score -3298860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3298886.000000 Penalty: 5032.144531
	Iteration 28Q: 3 clusters Score -3298886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3298908.500000 Penalty: 5032.144531
	Iteration 29Q: 3 clusters Score -3298908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3298930.500000 Penalty: 5032.144531
	Iteration 30Q: 3 clusters Score -3298930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3298938.000000 Penalty: 5032.144531
	Iteration 31Q: 3 clusters Score -3298938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3298945.000000 Penalty: 5032.144531
	Iteration 32Q: 3 clusters Score -3298945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3298952.500000 Penalty: 5032.144531
	Iteration 33Q: 3 clusters Score -3298952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3298961.750000 Penalty: 5032.144531
	Iteration 34Q: 3 clusters Score -3298962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3298963.250000 Penalty: 5032.144531
	Iteration 35Q: 3 clusters Score -3298963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3298968.000000 Penalty: 5032.144531
	Iteration 36Q: 3 clusters Score -3298968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3298969.750000 Penalty: 5032.144531
	Iteration 37Q: 3 clusters Score -3298970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3298974.500000 Penalty: 5032.144531
	Iteration 38Q: 3 clusters Score -3298974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3298979.750000 Penalty: 5032.144531
	Iteration 39Q: 3 clusters Score -3298980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3298985.000000 Penalty: 5032.144531
	Iteration 40F: 3 clusters Score -3298985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3298993.500000 Penalty: 5032.144531
	Iteration 41Q: 3 clusters Score -3298994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3298996.250000 Penalty: 5032.144531
	Iteration 42Q: 3 clusters Score -3298996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3299001.250000 Penalty: 5032.144531
	Iteration 43Q: 3 clusters Score -3299001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3299008.250000 Penalty: 5032.144531
	Iteration 44Q: 3 clusters Score -3299008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3299015.000000 Penalty: 5032.144531
	Iteration 45Q: 3 clusters Score -3299015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3299016.500000 Penalty: 5032.144531
	Iteration 46Q: 3 clusters Score -3299016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3299019.750000 Penalty: 5032.144531
	Iteration 47Q: 3 clusters Score -3299020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3299017.750000 Penalty: 5032.144531
	Iteration 48Q: 3 clusters Score -3299018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3299022.750000 Penalty: 5032.144531
	Iteration 49Q: 3 clusters Score -3299023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3299021.000000 Penalty: 5032.144531
	Iteration 50Q: 3 clusters Score -3299021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3299024.500000 Penalty: 5032.144531
	Iteration 51Q: 3 clusters Score -3299024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3299024.500000 Penalty: 5032.144531
	Iteration 52F: 3 clusters Score -3299024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Entering Unmasked Estep 
Score: -1421329.625000 Penalty: 2323.651855
	Iteration 0F: 2 clusters Score -1421330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1412541.500000 Penalty: 4647.303711
	Iteration 0F: 3 clusters Score -1412542 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1415135.500000 Penalty: 4647.303711
	Iteration 1F: 3 clusters Score -1415136 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1415427.750000 Penalty: 4647.303711
	Iteration 2F: 3 clusters Score -1415428 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1415645.125000 Penalty: 4647.303711
	Iteration 3Q: 3 clusters Score -1415645 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1415822.875000 Penalty: 4647.303711
	Iteration 4Q: 3 clusters Score -1415823 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1415974.250000 Penalty: 4647.303711
	Iteration 5Q: 3 clusters Score -1415974 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1416124.750000 Penalty: 4647.303711
	Iteration 6Q: 3 clusters Score -1416125 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1416297.000000 Penalty: 4647.303711
	Iteration 7Q: 3 clusters Score -1416297 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1416497.500000 Penalty: 4647.303711
	Iteration 8Q: 3 clusters Score -1416498 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1416754.125000 Penalty: 4647.303711
	Iteration 9Q: 3 clusters Score -1416754 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1417086.500000 Penalty: 4647.303711
	Iteration 10Q: 3 clusters Score -1417086 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1417477.000000 Penalty: 4647.303711
	Iteration 11Q: 3 clusters Score -1417477 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1417939.125000 Penalty: 4647.303711
	Iteration 12Q: 3 clusters Score -1417939 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1418314.625000 Penalty: 4647.303711
	Iteration 13Q: 3 clusters Score -1418315 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1418616.125000 Penalty: 4647.303711
	Iteration 14Q: 3 clusters Score -1418616 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1418845.125000 Penalty: 4647.303711
	Iteration 15Q: 3 clusters Score -1418845 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1419015.000000 Penalty: 4647.303711
	Iteration 16Q: 3 clusters Score -1419015 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1419116.625000 Penalty: 4647.303711
	Iteration 17Q: 3 clusters Score -1419117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1419177.500000 Penalty: 4647.303711
	Iteration 18Q: 3 clusters Score -1419178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1419209.375000 Penalty: 4647.303711
	Iteration 19Q: 3 clusters Score -1419209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1419231.625000 Penalty: 4647.303711
	Iteration 20F: 3 clusters Score -1419232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1419255.125000 Penalty: 4647.303711
	Iteration 21Q: 3 clusters Score -1419255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1419278.750000 Penalty: 4647.303711
	Iteration 22Q: 3 clusters Score -1419279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1419300.250000 Penalty: 4647.303711
	Iteration 23Q: 3 clusters Score -1419300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1419315.875000 Penalty: 4647.303711
	Iteration 24Q: 3 clusters Score -1419316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1419320.500000 Penalty: 4647.303711
	Iteration 25Q: 3 clusters Score -1419320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1419324.750000 Penalty: 4647.303711
	Iteration 26Q: 3 clusters Score -1419325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1419325.500000 Penalty: 4647.303711
	Iteration 27Q: 3 clusters Score -1419326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1419328.625000 Penalty: 4647.303711
	Iteration 28Q: 3 clusters Score -1419329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1419328.625000 Penalty: 4647.303711
	Iteration 29F: 3 clusters Score -1419329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186966 members 
Entering Unmasked Estep 
Score: -23906328.000000 Penalty: 3010.393311
	Iteration 0F: 2 clusters Score -2.390633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -23784578.000000 Penalty: 6020.786621
	Iteration 0F: 3 clusters Score -2.378458e+07 nChanged 90069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -23837614.000000 Penalty: 6020.786621
	Iteration 1F: 3 clusters Score -2.383761e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -23839314.000000 Penalty: 6020.786621
	Iteration 2Q: 3 clusters Score -2.383931e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -23842102.000000 Penalty: 6020.786621
	Iteration 3Q: 3 clusters Score -2.38421e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -23847672.000000 Penalty: 6020.786621
	Iteration 4F: 3 clusters Score -2.384767e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 136251 members 
Entering Unmasked Estep 
Score: -23857698.000000 Penalty: 6020.786621
	Iteration 5F: 3 clusters Score -2.38577e+07 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -23873352.000000 Penalty: 6020.786621
	Iteration 6F: 3 clusters Score -2.387335e+07 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -23889626.000000 Penalty: 6020.786621
	Iteration 7F: 3 clusters Score -2.388963e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 180203 members 
Entering Unmasked Estep 
Score: -23898436.000000 Penalty: 6020.786621
	Iteration 8F: 3 clusters Score -2.389844e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -23901816.000000 Penalty: 6020.786621
	Iteration 9Q: 3 clusters Score -2.390182e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 185875 members 
Entering Unmasked Estep 
Score: -23902932.000000 Penalty: 6020.786621
	Iteration 10Q: 3 clusters Score -2.390293e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 186280 members 
Entering Unmasked Estep 
Score: -23903348.000000 Penalty: 6020.786621
	Iteration 11Q: 3 clusters Score -2.390335e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 186418 members 
Entering Unmasked Estep 
Score: -23903438.000000 Penalty: 6020.786621
	Iteration 12Q: 3 clusters Score -2.390344e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 186471 members 
Entering Unmasked Estep 
Score: -23903550.000000 Penalty: 6020.786621
	Iteration 13Q: 3 clusters Score -2.390355e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 186495 members 
Entering Unmasked Estep 
Score: -23903588.000000 Penalty: 6020.786621
	Iteration 14Q: 3 clusters Score -2.390359e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -23903646.000000 Penalty: 6020.786621
	Iteration 15Q: 3 clusters Score -2.390365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 186531 members 
Entering Unmasked Estep 
Score: -23903654.000000 Penalty: 6020.786621
	Iteration 16Q: 3 clusters Score -2.390365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 186536 members 
Entering Unmasked Estep 
Score: -23903628.000000 Penalty: 6020.786621
	Iteration 17Q: 3 clusters Score -2.390363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -23903632.000000 Penalty: 6020.786621
	Iteration 18Q: 3 clusters Score -2.390363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 186539 members 
Entering Unmasked Estep 
Score: -23903638.000000 Penalty: 6020.786621
	Iteration 19Q: 3 clusters Score -2.390364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -23903636.000000 Penalty: 6020.786621
	Iteration 20F: 3 clusters Score -2.390364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 186540 members 
Entering Unmasked Estep 
Score: -23903652.000000 Penalty: 6020.786621
	Iteration 21Q: 3 clusters Score -2.390365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 186539 members 
Entering Unmasked Estep 
Score: -23903648.000000 Penalty: 6020.786621
	Iteration 22Q: 3 clusters Score -2.390365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -23903646.000000 Penalty: 6020.786621
	Iteration 23Q: 3 clusters Score -2.390365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 186534 members 
Entering Unmasked Estep 
Score: -23903648.000000 Penalty: 6020.786621
	Iteration 24Q: 3 clusters Score -2.390365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 186534 members 
Entering Unmasked Estep 
Score: -23903648.000000 Penalty: 6020.786621
	Iteration 25F: 3 clusters Score -2.390365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (178129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178129 members 
Entering Unmasked Estep 
Score: -22803450.000000 Penalty: 2998.385254
	Iteration 0F: 2 clusters Score -2.280345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -22686708.000000 Penalty: 5996.770508
	Iteration 0F: 3 clusters Score -2.268671e+07 nChanged 85381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81486 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -22737126.000000 Penalty: 5996.770508
	Iteration 1F: 3 clusters Score -2.273713e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -22739528.000000 Penalty: 5996.770508
	Iteration 2Q: 3 clusters Score -2.273953e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -22744100.000000 Penalty: 5996.770508
	Iteration 3F: 3 clusters Score -2.27441e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -22753182.000000 Penalty: 5996.770508
	Iteration 4F: 3 clusters Score -2.275318e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -22766798.000000 Penalty: 5996.770508
	Iteration 5F: 3 clusters Score -2.27668e+07 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -22782640.000000 Penalty: 5996.770508
	Iteration 6F: 3 clusters Score -2.278264e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -22794792.000000 Penalty: 5996.770508
	Iteration 7F: 3 clusters Score -2.279479e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 160123 members 
Entering Unmasked Estep 
Score: -22799580.000000 Penalty: 5996.770508
	Iteration 8Q: 3 clusters Score -2.279958e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -22800848.000000 Penalty: 5996.770508
	Iteration 9Q: 3 clusters Score -2.280085e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -22801310.000000 Penalty: 5996.770508
	Iteration 10Q: 3 clusters Score -2.280131e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -22801310.000000 Penalty: 5996.770508
	Iteration 11Q: 3 clusters Score -2.280131e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 167034 members 
Entering Unmasked Estep 
Score: -22801400.000000 Penalty: 5996.770508
	Iteration 12Q: 3 clusters Score -2.28014e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -22801476.000000 Penalty: 5996.770508
	Iteration 13Q: 3 clusters Score -2.280148e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 169383 members 
Entering Unmasked Estep 
Score: -22801558.000000 Penalty: 5996.770508
	Iteration 14Q: 3 clusters Score -2.280156e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -22801610.000000 Penalty: 5996.770508
	Iteration 15Q: 3 clusters Score -2.280161e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -22801738.000000 Penalty: 5996.770508
	Iteration 16Q: 3 clusters Score -2.280174e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -22801670.000000 Penalty: 5996.770508
	Iteration 17Q: 3 clusters Score -2.280167e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -22801686.000000 Penalty: 5996.770508
	Iteration 18Q: 3 clusters Score -2.280169e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 173218 members 
Entering Unmasked Estep 
Score: -22801660.000000 Penalty: 5996.770508
	Iteration 19Q: 3 clusters Score -2.280166e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 173682 members 
Entering Unmasked Estep 
Score: -22801654.000000 Penalty: 5996.770508
	Iteration 20F: 3 clusters Score -2.280165e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 174067 members 
Entering Unmasked Estep 
Score: -22801636.000000 Penalty: 5996.770508
	Iteration 21Q: 3 clusters Score -2.280164e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 174390 members 
Entering Unmasked Estep 
Score: -22801698.000000 Penalty: 5996.770508
	Iteration 22Q: 3 clusters Score -2.28017e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -22801752.000000 Penalty: 5996.770508
	Iteration 23Q: 3 clusters Score -2.280175e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 174915 members 
Entering Unmasked Estep 
Score: -22801774.000000 Penalty: 5996.770508
	Iteration 24Q: 3 clusters Score -2.280177e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -22801684.000000 Penalty: 5996.770508
	Iteration 25Q: 3 clusters Score -2.280168e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -22801682.000000 Penalty: 5996.770508
	Iteration 26Q: 3 clusters Score -2.280168e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -22801688.000000 Penalty: 5996.770508
	Iteration 27Q: 3 clusters Score -2.280169e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -22801664.000000 Penalty: 5996.770508
	Iteration 28Q: 3 clusters Score -2.280166e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -22801646.000000 Penalty: 5996.770508
	Iteration 29Q: 3 clusters Score -2.280165e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -22801674.000000 Penalty: 5996.770508
	Iteration 30Q: 3 clusters Score -2.280167e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 175917 members 
Entering Unmasked Estep 
Score: -22801666.000000 Penalty: 5996.770508
	Iteration 31Q: 3 clusters Score -2.280167e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -22801642.000000 Penalty: 5996.770508
	Iteration 32Q: 3 clusters Score -2.280164e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -22801624.000000 Penalty: 5996.770508
	Iteration 33Q: 3 clusters Score -2.280162e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -22801634.000000 Penalty: 5996.770508
	Iteration 34Q: 3 clusters Score -2.280163e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 176193 members 
Entering Unmasked Estep 
Score: -22801652.000000 Penalty: 5996.770508
	Iteration 35Q: 3 clusters Score -2.280165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 176233 members 
Entering Unmasked Estep 
Score: -22801660.000000 Penalty: 5996.770508
	Iteration 36Q: 3 clusters Score -2.280166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 176261 members 
Entering Unmasked Estep 
Score: -22801630.000000 Penalty: 5996.770508
	Iteration 37Q: 3 clusters Score -2.280163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -22801622.000000 Penalty: 5996.770508
	Iteration 38Q: 3 clusters Score -2.280162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 176307 members 
Entering Unmasked Estep 
Score: -22801608.000000 Penalty: 5996.770508
	Iteration 39Q: 3 clusters Score -2.280161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 176334 members 
Entering Unmasked Estep 
Score: -22801598.000000 Penalty: 5996.770508
	Iteration 40F: 3 clusters Score -2.28016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -22801574.000000 Penalty: 5996.770508
	Iteration 41Q: 3 clusters Score -2.280157e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 176388 members 
Entering Unmasked Estep 
Score: -22801612.000000 Penalty: 5996.770508
	Iteration 42Q: 3 clusters Score -2.280161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -22801578.000000 Penalty: 5996.770508
	Iteration 43Q: 3 clusters Score -2.280158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -22801576.000000 Penalty: 5996.770508
	Iteration 44Q: 3 clusters Score -2.280158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -22801586.000000 Penalty: 5996.770508
	Iteration 45Q: 3 clusters Score -2.280159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 176475 members 
Entering Unmasked Estep 
Score: -22801582.000000 Penalty: 5996.770508
	Iteration 46Q: 3 clusters Score -2.280158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -22801602.000000 Penalty: 5996.770508
	Iteration 47Q: 3 clusters Score -2.28016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 176505 members 
Entering Unmasked Estep 
Score: -22801616.000000 Penalty: 5996.770508
	Iteration 48Q: 3 clusters Score -2.280162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 176522 members 
Entering Unmasked Estep 
Score: -22801618.000000 Penalty: 5996.770508
	Iteration 49Q: 3 clusters Score -2.280162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 176534 members 
Entering Unmasked Estep 
Score: -22801624.000000 Penalty: 5996.770508
	Iteration 50Q: 3 clusters Score -2.280162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -22801632.000000 Penalty: 5996.770508
	Iteration 51Q: 3 clusters Score -2.280163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -22801634.000000 Penalty: 5996.770508
	Iteration 52Q: 3 clusters Score -2.280163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 176564 members 
Entering Unmasked Estep 
Score: -22801648.000000 Penalty: 5996.770508
	Iteration 53Q: 3 clusters Score -2.280165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 176568 members 
Entering Unmasked Estep 
Score: -22801626.000000 Penalty: 5996.770508
	Iteration 54Q: 3 clusters Score -2.280163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 176571 members 
Entering Unmasked Estep 
Score: -22801626.000000 Penalty: 5996.770508
	Iteration 55Q: 3 clusters Score -2.280163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -22801636.000000 Penalty: 5996.770508
	Iteration 56Q: 3 clusters Score -2.280164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 176575 members 
Entering Unmasked Estep 
Score: -22801632.000000 Penalty: 5996.770508
	Iteration 57Q: 3 clusters Score -2.280163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 176576 members 
Entering Unmasked Estep 
Score: -22801618.000000 Penalty: 5996.770508
	Iteration 58Q: 3 clusters Score -2.280162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -22801612.000000 Penalty: 5996.770508
	Iteration 59Q: 3 clusters Score -2.280161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -22801612.000000 Penalty: 5996.770508
	Iteration 60F: 3 clusters Score -2.280161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 70110 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15629 members 
Mstep: Class 5 contains 49341 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59542 members 
Mstep: Class 9 contains 56614 members 
Mstep: Class 10 contains 57048 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56606 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25475 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 20 contains 186966 members 
Mstep: Class 21 contains 178129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278008.000000 Penalty: 63939.507812
Iteration 119Q: 20 clusters Score -9.827801e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 70077 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15655 members 
Mstep: Class 5 contains 49362 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 59570 members 
Mstep: Class 9 contains 56661 members 
Mstep: Class 10 contains 57113 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56529 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 25479 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 20 contains 186965 members 
Mstep: Class 21 contains 178048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278072.000000 Penalty: 63939.507812
Iteration 120F: 20 clusters Score -9.827807e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15670 members 
Mstep: Class 5 contains 49389 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1063 members 
Mstep: Class 8 contains 59591 members 
Mstep: Class 9 contains 56699 members 
Mstep: Class 10 contains 57181 members 
Mstep: Class 11 contains 3603 members 
Mstep: Class 12 contains 56456 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1013 members 
Mstep: Class 16 contains 25493 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 20 contains 186993 members 
Mstep: Class 21 contains 177945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278176.000000 Penalty: 63939.507812
Iteration 121Q: 20 clusters Score -9.827818e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 70018 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 49417 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 59610 members 
Mstep: Class 9 contains 56731 members 
Mstep: Class 10 contains 57237 members 
Mstep: Class 11 contains 3603 members 
Mstep: Class 12 contains 56383 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 25504 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 20 contains 187015 members 
Mstep: Class 21 contains 177855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 63939.507812
Iteration 122Q: 20 clusters Score -9.827812e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 70000 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 49451 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 59630 members 
Mstep: Class 9 contains 56760 members 
Mstep: Class 10 contains 57291 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56316 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 11727 members 
Mstep: Class 20 contains 187051 members 
Mstep: Class 21 contains 177738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 63939.507812
Iteration 123Q: 20 clusters Score -9.827822e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 69977 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15721 members 
Mstep: Class 5 contains 49471 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59647 members 
Mstep: Class 9 contains 56778 members 
Mstep: Class 10 contains 57329 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56273 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 20 contains 187103 members 
Mstep: Class 21 contains 177638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278064.000000 Penalty: 63939.507812
Iteration 124Q: 20 clusters Score -9.827806e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69962 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 49481 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59647 members 
Mstep: Class 9 contains 56803 members 
Mstep: Class 10 contains 57380 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 56216 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25509 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 20 contains 187163 members 
Mstep: Class 21 contains 177542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277840.000000 Penalty: 63939.507812
Iteration 125Q: 20 clusters Score -9.827784e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69946 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15750 members 
Mstep: Class 5 contains 49503 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59663 members 
Mstep: Class 9 contains 56814 members 
Mstep: Class 10 contains 57430 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 56153 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25521 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 20 contains 187215 members 
Mstep: Class 21 contains 177443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277864.000000 Penalty: 63939.507812
Iteration 126Q: 20 clusters Score -9.827786e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69932 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 49524 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59679 members 
Mstep: Class 9 contains 56823 members 
Mstep: Class 10 contains 57463 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 56100 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25535 members 
Mstep: Class 17 contains 11741 members 
Mstep: Class 20 contains 187284 members 
Mstep: Class 21 contains 177342 members 
Entering Unmasked Estep 
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Score: -98277832.000000 Penalty: 63939.507812
Iteration 127Q: 20 clusters Score -9.827783e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69913 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15763 members 
Mstep: Class 5 contains 49548 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59694 members 
Mstep: Class 9 contains 56835 members 
Mstep: Class 10 contains 57502 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 56051 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25542 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 20 contains 187342 members 
Mstep: Class 21 contains 177249 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -9.82778e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69900 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 49576 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59695 members 
Mstep: Class 9 contains 56861 members 
Mstep: Class 10 contains 57549 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55975 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25546 members 
Mstep: Class 17 contains 11743 members 
Mstep: Class 20 contains 187392 members 
Mstep: Class 21 contains 177168 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -9.827778e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69889 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15788 members 
Mstep: Class 5 contains 49592 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59716 members 
Mstep: Class 9 contains 56885 members 
Mstep: Class 10 contains 57601 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55898 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25554 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 20 contains 187456 members 
Mstep: Class 21 contains 177052 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -9.827775e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69879 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15802 members 
Mstep: Class 5 contains 49622 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59727 members 
Mstep: Class 9 contains 56908 members 
Mstep: Class 10 contains 57652 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55836 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25558 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 20 contains 187516 members 
Mstep: Class 21 contains 176924 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -9.827782e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69867 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15817 members 
Mstep: Class 5 contains 49650 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59724 members 
Mstep: Class 9 contains 56939 members 
Mstep: Class 10 contains 57682 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55781 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25562 members 
Mstep: Class 17 contains 11753 members 
Mstep: Class 20 contains 187564 members 
Mstep: Class 21 contains 176839 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -9.827796e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69846 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15830 members 
Mstep: Class 5 contains 49671 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59725 members 
Mstep: Class 9 contains 56979 members 
Mstep: Class 10 contains 57701 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55742 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25569 members 
Mstep: Class 17 contains 11757 members 
Mstep: Class 20 contains 187580 members 
Mstep: Class 21 contains 176778 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -9.827806e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69832 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15839 members 
Mstep: Class 5 contains 49689 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59727 members 
Mstep: Class 9 contains 57008 members 
Mstep: Class 10 contains 57721 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55712 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 11757 members 
Mstep: Class 20 contains 187585 members 
Mstep: Class 21 contains 176738 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -9.827792e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69814 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15852 members 
Mstep: Class 5 contains 49711 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59734 members 
Mstep: Class 9 contains 57027 members 
Mstep: Class 10 contains 57749 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55675 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25565 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 20 contains 187597 members 
Mstep: Class 21 contains 176698 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -9.827782e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69793 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15860 members 
Mstep: Class 5 contains 49733 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59723 members 
Mstep: Class 9 contains 57037 members 
Mstep: Class 10 contains 57775 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55650 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25557 members 
Mstep: Class 17 contains 11758 members 
Mstep: Class 20 contains 187630 members 
Mstep: Class 21 contains 176662 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -9.82779e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 69773 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15862 members 
Mstep: Class 5 contains 49760 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59709 members 
Mstep: Class 9 contains 57057 members 
Mstep: Class 10 contains 57795 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55615 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25550 members 
Mstep: Class 17 contains 11759 members 
Mstep: Class 20 contains 187691 members 
Mstep: Class 21 contains 176607 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -9.827795e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 69755 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15865 members 
Mstep: Class 5 contains 49777 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59700 members 
Mstep: Class 9 contains 57075 members 
Mstep: Class 10 contains 57824 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55582 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25544 members 
Mstep: Class 17 contains 11761 members 
Mstep: Class 20 contains 187722 members 
Mstep: Class 21 contains 176573 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -9.827796e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 69726 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15875 members 
Mstep: Class 5 contains 49804 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59694 members 
Mstep: Class 9 contains 57099 members 
Mstep: Class 10 contains 57852 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55540 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25542 members 
Mstep: Class 17 contains 11765 members 
Mstep: Class 20 contains 187772 members 
Mstep: Class 21 contains 176510 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -9.827795e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 69705 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15876 members 
Mstep: Class 5 contains 49820 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59691 members 
Mstep: Class 9 contains 57125 members 
Mstep: Class 10 contains 57881 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55508 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25541 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 20 contains 187836 members 
Mstep: Class 21 contains 176429 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -9.827798e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 69692 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15886 members 
Mstep: Class 5 contains 49844 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59672 members 
Mstep: Class 9 contains 57163 members 
Mstep: Class 10 contains 57900 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55474 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25545 members 
Mstep: Class 17 contains 11772 members 
Mstep: Class 20 contains 187840 members 
Mstep: Class 21 contains 176392 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -9.827783e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 69676 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15891 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59651 members 
Mstep: Class 9 contains 57188 members 
Mstep: Class 10 contains 57924 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55428 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25551 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 20 contains 187865 members 
Mstep: Class 21 contains 176374 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -9.827771e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69664 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15895 members 
Mstep: Class 5 contains 49871 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59631 members 
Mstep: Class 9 contains 57216 members 
Mstep: Class 10 contains 57949 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55389 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25556 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 20 contains 187876 members 
Mstep: Class 21 contains 176358 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -9.82777e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69648 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15899 members 
Mstep: Class 5 contains 49891 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59605 members 
Mstep: Class 9 contains 57248 members 
Mstep: Class 10 contains 57971 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55350 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25561 members 
Mstep: Class 17 contains 11780 members 
Mstep: Class 20 contains 187892 members 
Mstep: Class 21 contains 176336 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -9.827776e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69625 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15905 members 
Mstep: Class 5 contains 49908 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59594 members 
Mstep: Class 9 contains 57287 members 
Mstep: Class 10 contains 57998 members 
Mstep: Class 11 contains 3605 members 
Mstep: Class 12 contains 55310 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25567 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 20 contains 187894 members 
Mstep: Class 21 contains 176310 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -9.827781e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69614 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15905 members 
Mstep: Class 5 contains 49922 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59583 members 
Mstep: Class 9 contains 57319 members 
Mstep: Class 10 contains 58024 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 55281 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25570 members 
Mstep: Class 17 contains 11784 members 
Mstep: Class 20 contains 187900 members 
Mstep: Class 21 contains 176280 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -9.827783e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69599 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15904 members 
Mstep: Class 5 contains 49940 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59569 members 
Mstep: Class 9 contains 57349 members 
Mstep: Class 10 contains 58052 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 12 contains 55239 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25573 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 20 contains 187922 members 
Mstep: Class 21 contains 176249 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -9.827789e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69577 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15906 members 
Mstep: Class 5 contains 49945 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59574 members 
Mstep: Class 9 contains 57381 members 
Mstep: Class 10 contains 58079 members 
Mstep: Class 11 contains 3602 members 
Mstep: Class 12 contains 55215 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25574 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 20 contains 187926 members 
Mstep: Class 21 contains 176222 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -9.827785e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69558 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15913 members 
Mstep: Class 5 contains 49963 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59575 members 
Mstep: Class 9 contains 57411 members 
Mstep: Class 10 contains 58105 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 55196 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 11790 members 
Mstep: Class 20 contains 187909 members 
Mstep: Class 21 contains 176187 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -9.827791e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 69532 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15912 members 
Mstep: Class 5 contains 49984 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59584 members 
Mstep: Class 9 contains 57441 members 
Mstep: Class 10 contains 58128 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 55171 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25582 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 20 contains 187864 members 
Mstep: Class 21 contains 176192 members 
Entering Unmasked Estep 
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Iteration 150Q: 20 clusters Score -9.827787e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 69499 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 49992 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59595 members 
Mstep: Class 9 contains 57467 members 
Mstep: Class 10 contains 58145 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 55151 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 20 contains 187836 members 
Mstep: Class 21 contains 176200 members 
Entering Unmasked Estep 
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Iteration 151Q: 20 clusters Score -9.827785e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 69470 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15927 members 
Mstep: Class 5 contains 49999 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59599 members 
Mstep: Class 9 contains 57503 members 
Mstep: Class 10 contains 58167 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 55131 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25588 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 20 contains 187797 members 
Mstep: Class 21 contains 176199 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -9.827786e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 69445 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15932 members 
Mstep: Class 5 contains 50011 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59615 members 
Mstep: Class 9 contains 57549 members 
Mstep: Class 10 contains 58197 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 55101 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25588 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 20 contains 187747 members 
Mstep: Class 21 contains 176196 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -9.827792e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 69424 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15931 members 
Mstep: Class 5 contains 50026 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59609 members 
Mstep: Class 9 contains 57586 members 
Mstep: Class 10 contains 58220 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 55076 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25587 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 20 contains 187704 members 
Mstep: Class 21 contains 176214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277720.000000 Penalty: 63939.507812
Iteration 154Q: 20 clusters Score -9.827772e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 69407 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15934 members 
Mstep: Class 5 contains 50031 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59612 members 
Mstep: Class 9 contains 57621 members 
Mstep: Class 10 contains 58224 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 55047 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 20 contains 187663 members 
Mstep: Class 21 contains 176248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277720.000000 Penalty: 63939.507812
Iteration 155Q: 20 clusters Score -9.827772e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 69386 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15940 members 
Mstep: Class 5 contains 50036 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 57655 members 
Mstep: Class 10 contains 58231 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 55031 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25587 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 20 contains 187646 members 
Mstep: Class 21 contains 176261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277688.000000 Penalty: 63939.507812
Iteration 156Q: 20 clusters Score -9.827769e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 69364 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 50041 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 57674 members 
Mstep: Class 10 contains 58245 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 55005 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25594 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 20 contains 187624 members 
Mstep: Class 21 contains 176277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277728.000000 Penalty: 63939.507812
Iteration 157Q: 20 clusters Score -9.827773e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69344 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15957 members 
Mstep: Class 5 contains 50043 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59612 members 
Mstep: Class 9 contains 57705 members 
Mstep: Class 10 contains 58251 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 54984 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 20 contains 187597 members 
Mstep: Class 21 contains 176291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277728.000000 Penalty: 63939.507812
Iteration 158Q: 20 clusters Score -9.827773e+07 nChanged 302
Entering ConstructFrom: 
Score: -98277728.000000 Penalty: 63939.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Entering Unmasked Estep 
Score: -903095.625000 Penalty: 2207.808838
	Iteration 0F: 2 clusters Score -903095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -897106.062500 Penalty: 4415.617676
	Iteration 0F: 3 clusters Score -897106.1 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -899037.562500 Penalty: 4415.617676
	Iteration 1F: 3 clusters Score -899037.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -899631.062500 Penalty: 4415.617676
	Iteration 2F: 3 clusters Score -899631.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -900176.500000 Penalty: 4415.617676
	Iteration 3F: 3 clusters Score -900176.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -900675.375000 Penalty: 4415.617676
	Iteration 4F: 3 clusters Score -900675.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -901080.562500 Penalty: 4415.617676
	Iteration 5F: 3 clusters Score -901080.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -901387.125000 Penalty: 4415.617676
	Iteration 6F: 3 clusters Score -901387.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -901584.250000 Penalty: 4415.617676
	Iteration 7Q: 3 clusters Score -901584.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -901712.625000 Penalty: 4415.617676
	Iteration 8Q: 3 clusters Score -901712.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -901798.750000 Penalty: 4415.617676
	Iteration 9Q: 3 clusters Score -901798.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -901871.312500 Penalty: 4415.617676
	Iteration 10Q: 3 clusters Score -901871.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -901920.562500 Penalty: 4415.617676
	Iteration 11Q: 3 clusters Score -901920.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -901961.125000 Penalty: 4415.617676
	Iteration 12Q: 3 clusters Score -901961.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -901994.437500 Penalty: 4415.617676
	Iteration 13Q: 3 clusters Score -901994.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -902010.625000 Penalty: 4415.617676
	Iteration 14Q: 3 clusters Score -902010.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -902023.500000 Penalty: 4415.617676
	Iteration 15Q: 3 clusters Score -902023.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -902031.500000 Penalty: 4415.617676
	Iteration 16Q: 3 clusters Score -902031.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -902040.250000 Penalty: 4415.617676
	Iteration 17Q: 3 clusters Score -902040.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -902046.000000 Penalty: 4415.617676
	Iteration 18Q: 3 clusters Score -902046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -902050.875000 Penalty: 4415.617676
	Iteration 19Q: 3 clusters Score -902050.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -902057.062500 Penalty: 4415.617676
	Iteration 20F: 3 clusters Score -902057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -902061.875000 Penalty: 4415.617676
	Iteration 21Q: 3 clusters Score -902061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -902068.937500 Penalty: 4415.617676
	Iteration 22Q: 3 clusters Score -902068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -902074.062500 Penalty: 4415.617676
	Iteration 23Q: 3 clusters Score -902074.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -902081.125000 Penalty: 4415.617676
	Iteration 24Q: 3 clusters Score -902081.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -902085.062500 Penalty: 4415.617676
	Iteration 25Q: 3 clusters Score -902085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -902090.437500 Penalty: 4415.617676
	Iteration 26Q: 3 clusters Score -902090.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -902094.437500 Penalty: 4415.617676
	Iteration 27Q: 3 clusters Score -902094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -902100.375000 Penalty: 4415.617676
	Iteration 28Q: 3 clusters Score -902100.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -902104.312500 Penalty: 4415.617676
	Iteration 29Q: 3 clusters Score -902104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -902116.375000 Penalty: 4415.617676
	Iteration 30Q: 3 clusters Score -902116.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -902120.937500 Penalty: 4415.617676
	Iteration 31Q: 3 clusters Score -902120.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -902129.000000 Penalty: 4415.617676
	Iteration 32Q: 3 clusters Score -902129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -902136.562500 Penalty: 4415.617676
	Iteration 33Q: 3 clusters Score -902136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -902139.250000 Penalty: 4415.617676
	Iteration 34Q: 3 clusters Score -902139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -902143.500000 Penalty: 4415.617676
	Iteration 35Q: 3 clusters Score -902143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -902143.250000 Penalty: 4415.617676
	Iteration 36Q: 3 clusters Score -902143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -902145.625000 Penalty: 4415.617676
	Iteration 37Q: 3 clusters Score -902145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -902146.125000 Penalty: 4415.617676
	Iteration 38Q: 3 clusters Score -902146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -902146.125000 Penalty: 4415.617676
	Iteration 39F: 3 clusters Score -902146.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Entering Unmasked Estep 
Score: -8674478.000000 Penalty: 2764.347168
	Iteration 0F: 2 clusters Score -8674478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -8628097.000000 Penalty: 5528.694336
	Iteration 0F: 3 clusters Score -8628097 nChanged 32178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -8646272.000000 Penalty: 5528.694336
	Iteration 1F: 3 clusters Score -8646272 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8646953.000000 Penalty: 5528.694336
	Iteration 2Q: 3 clusters Score -8646953 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -8647579.000000 Penalty: 5528.694336
	Iteration 3Q: 3 clusters Score -8647579 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8648492.000000 Penalty: 5528.694336
	Iteration 4Q: 3 clusters Score -8648492 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8649716.000000 Penalty: 5528.694336
	Iteration 5Q: 3 clusters Score -8649716 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -8651653.000000 Penalty: 5528.694336
	Iteration 6F: 3 clusters Score -8651653 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -8654820.000000 Penalty: 5528.694336
	Iteration 7F: 3 clusters Score -8654820 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -8659631.000000 Penalty: 5528.694336
	Iteration 8F: 3 clusters Score -8659631 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -8664903.000000 Penalty: 5528.694336
	Iteration 9F: 3 clusters Score -8664903 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -8668745.000000 Penalty: 5528.694336
	Iteration 10F: 3 clusters Score -8668745 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -8670757.000000 Penalty: 5528.694336
	Iteration 11Q: 3 clusters Score -8670757 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -8671509.000000 Penalty: 5528.694336
	Iteration 12Q: 3 clusters Score -8671509 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -8671761.000000 Penalty: 5528.694336
	Iteration 13Q: 3 clusters Score -8671761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -8671870.000000 Penalty: 5528.694336
	Iteration 14Q: 3 clusters Score -8671870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 69066 members 
Entering Unmasked Estep 
Score: -8671917.000000 Penalty: 5528.694336
	Iteration 15Q: 3 clusters Score -8671917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -8671956.000000 Penalty: 5528.694336
	Iteration 16Q: 3 clusters Score -8671956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -8671989.000000 Penalty: 5528.694336
	Iteration 17Q: 3 clusters Score -8671989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -8671994.000000 Penalty: 5528.694336
	Iteration 18Q: 3 clusters Score -8671994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -8671998.000000 Penalty: 5528.694336
	Iteration 19Q: 3 clusters Score -8671998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -8672000.000000 Penalty: 5528.694336
	Iteration 20F: 3 clusters Score -8672000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -8672002.000000 Penalty: 5528.694336
	Iteration 21Q: 3 clusters Score -8672002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -8672009.000000 Penalty: 5528.694336
	Iteration 22Q: 3 clusters Score -8672009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -8672009.000000 Penalty: 5528.694336
	Iteration 23Q: 3 clusters Score -8672009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -8672016.000000 Penalty: 5528.694336
	Iteration 24Q: 3 clusters Score -8672016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -8672016.000000 Penalty: 5528.694336
	Iteration 25F: 3 clusters Score -8672016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -37392.910156 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -37392.91 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 179 members 
Entering Unmasked Estep 
Score: -36046.574219 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -36046.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36257.457031 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -36257.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36322.796875 Penalty: 2941.076172
	Iteration 2Q: 3 clusters Score -36322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36353.550781 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -36353.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36378.492188 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -36378.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36383.859375 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -36383.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36390.300781 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -36390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36392.835938 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -36392.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36397.300781 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -36397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36399.734375 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -36399.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36399.734375 Penalty: 2941.076172
	Iteration 10F: 3 clusters Score -36399.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Entering Unmasked Estep 
Score: -2076545.750000 Penalty: 2400.213135
	Iteration 0F: 2 clusters Score -2076546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2065133.250000 Penalty: 4800.426270
	Iteration 0F: 3 clusters Score -2065133 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2068742.750000 Penalty: 4800.426270
	Iteration 1F: 3 clusters Score -2068743 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2069146.250000 Penalty: 4800.426270
	Iteration 2F: 3 clusters Score -2069146 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2069447.250000 Penalty: 4800.426270
	Iteration 3Q: 3 clusters Score -2069447 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2069759.500000 Penalty: 4800.426270
	Iteration 4Q: 3 clusters Score -2069760 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2070104.125000 Penalty: 4800.426270
	Iteration 5Q: 3 clusters Score -2070104 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2070513.875000 Penalty: 4800.426270
	Iteration 6Q: 3 clusters Score -2070514 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2071063.500000 Penalty: 4800.426270
	Iteration 7F: 3 clusters Score -2071064 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2071740.500000 Penalty: 4800.426270
	Iteration 8F: 3 clusters Score -2071740 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2072506.750000 Penalty: 4800.426270
	Iteration 9F: 3 clusters Score -2072507 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2073181.750000 Penalty: 4800.426270
	Iteration 10Q: 3 clusters Score -2073182 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2073670.500000 Penalty: 4800.426270
	Iteration 11Q: 3 clusters Score -2073670 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2073963.125000 Penalty: 4800.426270
	Iteration 12Q: 3 clusters Score -2073963 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2074138.875000 Penalty: 4800.426270
	Iteration 13Q: 3 clusters Score -2074139 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2074234.625000 Penalty: 4800.426270
	Iteration 14Q: 3 clusters Score -2074235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2074303.500000 Penalty: 4800.426270
	Iteration 15Q: 3 clusters Score -2074304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2074350.375000 Penalty: 4800.426270
	Iteration 16Q: 3 clusters Score -2074350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2074377.000000 Penalty: 4800.426270
	Iteration 17Q: 3 clusters Score -2074377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2074399.250000 Penalty: 4800.426270
	Iteration 18Q: 3 clusters Score -2074399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2074410.000000 Penalty: 4800.426270
	Iteration 19Q: 3 clusters Score -2074410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2074419.625000 Penalty: 4800.426270
	Iteration 20F: 3 clusters Score -2074420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2074420.375000 Penalty: 4800.426270
	Iteration 21Q: 3 clusters Score -2074420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2074418.000000 Penalty: 4800.426270
	Iteration 22Q: 3 clusters Score -2074418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2074423.625000 Penalty: 4800.426270
	Iteration 23Q: 3 clusters Score -2074424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2074425.875000 Penalty: 4800.426270
	Iteration 24Q: 3 clusters Score -2074426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2074426.125000 Penalty: 4800.426270
	Iteration 25Q: 3 clusters Score -2074426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2074426.125000 Penalty: 4800.426270
	Iteration 26F: 3 clusters Score -2074426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Entering Unmasked Estep 
Score: -6475545.500000 Penalty: 2683.562744
	Iteration 0F: 2 clusters Score -6475546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -6441621.000000 Penalty: 5367.125488
	Iteration 0F: 3 clusters Score -6441621 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6454520.000000 Penalty: 5367.125488
	Iteration 1F: 3 clusters Score -6454520 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -6454990.000000 Penalty: 5367.125488
	Iteration 2Q: 3 clusters Score -6454990 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6455516.500000 Penalty: 5367.125488
	Iteration 3Q: 3 clusters Score -6455516 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6455944.000000 Penalty: 5367.125488
	Iteration 4Q: 3 clusters Score -6455944 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6456399.000000 Penalty: 5367.125488
	Iteration 5Q: 3 clusters Score -6456399 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -6456936.000000 Penalty: 5367.125488
	Iteration 6Q: 3 clusters Score -6456936 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -6457594.500000 Penalty: 5367.125488
	Iteration 7Q: 3 clusters Score -6457594 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -6458651.000000 Penalty: 5367.125488
	Iteration 8Q: 3 clusters Score -6458651 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -6460118.000000 Penalty: 5367.125488
	Iteration 9F: 3 clusters Score -6460118 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -6462032.500000 Penalty: 5367.125488
	Iteration 10F: 3 clusters Score -6462032 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -6464308.000000 Penalty: 5367.125488
	Iteration 11F: 3 clusters Score -6464308 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -6466274.500000 Penalty: 5367.125488
	Iteration 12F: 3 clusters Score -6466274 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -6467599.000000 Penalty: 5367.125488
	Iteration 13Q: 3 clusters Score -6467599 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -6468530.500000 Penalty: 5367.125488
	Iteration 14Q: 3 clusters Score -6468530 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -6469264.500000 Penalty: 5367.125488
	Iteration 15Q: 3 clusters Score -6469264 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -6469787.500000 Penalty: 5367.125488
	Iteration 16Q: 3 clusters Score -6469788 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -6470297.500000 Penalty: 5367.125488
	Iteration 17Q: 3 clusters Score -6470298 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6470734.500000 Penalty: 5367.125488
	Iteration 18Q: 3 clusters Score -6470734 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6471164.000000 Penalty: 5367.125488
	Iteration 19Q: 3 clusters Score -6471164 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6471511.000000 Penalty: 5367.125488
	Iteration 20F: 3 clusters Score -6471511 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6471826.500000 Penalty: 5367.125488
	Iteration 21Q: 3 clusters Score -6471826 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6472138.500000 Penalty: 5367.125488
	Iteration 22Q: 3 clusters Score -6472138 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6472337.000000 Penalty: 5367.125488
	Iteration 23Q: 3 clusters Score -6472337 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6472557.000000 Penalty: 5367.125488
	Iteration 24Q: 3 clusters Score -6472557 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6472743.500000 Penalty: 5367.125488
	Iteration 25Q: 3 clusters Score -6472744 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6472843.000000 Penalty: 5367.125488
	Iteration 26Q: 3 clusters Score -6472843 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6472922.500000 Penalty: 5367.125488
	Iteration 27Q: 3 clusters Score -6472922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6472991.000000 Penalty: 5367.125488
	Iteration 28Q: 3 clusters Score -6472991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6473062.000000 Penalty: 5367.125488
	Iteration 29Q: 3 clusters Score -6473062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6473115.500000 Penalty: 5367.125488
	Iteration 30Q: 3 clusters Score -6473116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6473139.500000 Penalty: 5367.125488
	Iteration 31Q: 3 clusters Score -6473140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6473151.000000 Penalty: 5367.125488
	Iteration 32Q: 3 clusters Score -6473151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6473160.000000 Penalty: 5367.125488
	Iteration 33Q: 3 clusters Score -6473160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6473164.000000 Penalty: 5367.125488
	Iteration 34Q: 3 clusters Score -6473164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6473174.000000 Penalty: 5367.125488
	Iteration 35Q: 3 clusters Score -6473174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6473172.000000 Penalty: 5367.125488
	Iteration 36Q: 3 clusters Score -6473172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6473184.500000 Penalty: 5367.125488
	Iteration 37Q: 3 clusters Score -6473184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6473191.000000 Penalty: 5367.125488
	Iteration 38Q: 3 clusters Score -6473191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6473195.000000 Penalty: 5367.125488
	Iteration 39Q: 3 clusters Score -6473195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6473191.500000 Penalty: 5367.125488
	Iteration 40F: 3 clusters Score -6473192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6473187.500000 Penalty: 5367.125488
	Iteration 41Q: 3 clusters Score -6473188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6473195.000000 Penalty: 5367.125488
	Iteration 42Q: 3 clusters Score -6473195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6473199.000000 Penalty: 5367.125488
	Iteration 43Q: 3 clusters Score -6473199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6473199.000000 Penalty: 5367.125488
	Iteration 44F: 3 clusters Score -6473199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -60118.988281 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -60118.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58604.367188 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -58604.37 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58812.046875 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -58812.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58879.941406 Penalty: 3083.436523
	Iteration 2Q: 3 clusters Score -58879.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58905.523438 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -58905.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58917.574219 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -58917.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58932.902344 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -58932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58935.871094 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -58935.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58941.753906 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -58941.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58943.988281 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -58943.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58951.816406 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -58951.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58960.324219 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -58960.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58962.523438 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -58962.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58964.597656 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -58964.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58964.597656 Penalty: 3083.436523
	Iteration 13F: 3 clusters Score -58964.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -115508.312500 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -115508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113523.757812 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -113523.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113969.750000 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -113969.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114297.382812 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -114297.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114587.507812 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -114587.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114782.765625 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -114782.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114896.937500 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -114896.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115000.007812 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -115000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115108.328125 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -115108.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115191.585938 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -115191.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115278.898438 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -115278.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115331.101562 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -115331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -115344.570312 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -115344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -115348.015625 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -115348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115348.882812 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -115348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115348.882812 Penalty: 3458.877441
	Iteration 14F: 3 clusters Score -115348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Entering Unmasked Estep 
Score: -7688018.500000 Penalty: 2726.936768
	Iteration 0F: 2 clusters Score -7688018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -7648089.000000 Penalty: 5453.873535
	Iteration 0F: 3 clusters Score -7648089 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -7663647.500000 Penalty: 5453.873535
	Iteration 1F: 3 clusters Score -7663648 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -7664646.500000 Penalty: 5453.873535
	Iteration 2Q: 3 clusters Score -7664646 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -7666161.000000 Penalty: 5453.873535
	Iteration 3F: 3 clusters Score -7666161 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -7668657.500000 Penalty: 5453.873535
	Iteration 4F: 3 clusters Score -7668658 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -7672583.000000 Penalty: 5453.873535
	Iteration 5F: 3 clusters Score -7672583 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -7677404.000000 Penalty: 5453.873535
	Iteration 6F: 3 clusters Score -7677404 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7681367.500000 Penalty: 5453.873535
	Iteration 7F: 3 clusters Score -7681368 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7683620.000000 Penalty: 5453.873535
	Iteration 8Q: 3 clusters Score -7683620 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7684644.000000 Penalty: 5453.873535
	Iteration 9Q: 3 clusters Score -7684644 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7685110.000000 Penalty: 5453.873535
	Iteration 10Q: 3 clusters Score -7685110 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7685319.000000 Penalty: 5453.873535
	Iteration 11Q: 3 clusters Score -7685319 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7685441.000000 Penalty: 5453.873535
	Iteration 12Q: 3 clusters Score -7685441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7685501.000000 Penalty: 5453.873535
	Iteration 13Q: 3 clusters Score -7685501 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7685577.000000 Penalty: 5453.873535
	Iteration 14Q: 3 clusters Score -7685577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7685608.500000 Penalty: 5453.873535
	Iteration 15Q: 3 clusters Score -7685608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7685665.500000 Penalty: 5453.873535
	Iteration 16Q: 3 clusters Score -7685666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7685680.500000 Penalty: 5453.873535
	Iteration 17Q: 3 clusters Score -7685680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7685695.500000 Penalty: 5453.873535
	Iteration 18Q: 3 clusters Score -7685696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7685704.500000 Penalty: 5453.873535
	Iteration 19Q: 3 clusters Score -7685704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7685719.500000 Penalty: 5453.873535
	Iteration 20F: 3 clusters Score -7685720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7685747.000000 Penalty: 5453.873535
	Iteration 21Q: 3 clusters Score -7685747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7685768.500000 Penalty: 5453.873535
	Iteration 22Q: 3 clusters Score -7685768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7685766.000000 Penalty: 5453.873535
	Iteration 23Q: 3 clusters Score -7685766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7685764.500000 Penalty: 5453.873535
	Iteration 24Q: 3 clusters Score -7685764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7685770.000000 Penalty: 5453.873535
	Iteration 25Q: 3 clusters Score -7685770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7685774.000000 Penalty: 5453.873535
	Iteration 26Q: 3 clusters Score -7685774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7685771.000000 Penalty: 5453.873535
	Iteration 27Q: 3 clusters Score -7685771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7685780.500000 Penalty: 5453.873535
	Iteration 28Q: 3 clusters Score -7685780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7685785.000000 Penalty: 5453.873535
	Iteration 29Q: 3 clusters Score -7685785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7685786.500000 Penalty: 5453.873535
	Iteration 30Q: 3 clusters Score -7685786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7685780.500000 Penalty: 5453.873535
	Iteration 31Q: 3 clusters Score -7685780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7685781.500000 Penalty: 5453.873535
	Iteration 32Q: 3 clusters Score -7685782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7685775.000000 Penalty: 5453.873535
	Iteration 33Q: 3 clusters Score -7685775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7685775.000000 Penalty: 5453.873535
	Iteration 34F: 3 clusters Score -7685775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Entering Unmasked Estep 
Score: -7440675.500000 Penalty: 2718.960205
	Iteration 0F: 2 clusters Score -7440676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -7401786.000000 Penalty: 5437.920410
	Iteration 0F: 3 clusters Score -7401786 nChanged 26819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7416579.500000 Penalty: 5437.920410
	Iteration 1F: 3 clusters Score -7416580 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -7417232.500000 Penalty: 5437.920410
	Iteration 2Q: 3 clusters Score -7417232 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7417964.000000 Penalty: 5437.920410
	Iteration 3Q: 3 clusters Score -7417964 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7418967.000000 Penalty: 5437.920410
	Iteration 4Q: 3 clusters Score -7418967 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -7420478.500000 Penalty: 5437.920410
	Iteration 5F: 3 clusters Score -7420478 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7422929.000000 Penalty: 5437.920410
	Iteration 6F: 3 clusters Score -7422929 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -7426501.000000 Penalty: 5437.920410
	Iteration 7F: 3 clusters Score -7426501 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -7430664.500000 Penalty: 5437.920410
	Iteration 8F: 3 clusters Score -7430664 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -7434244.000000 Penalty: 5437.920410
	Iteration 9F: 3 clusters Score -7434244 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -7436332.500000 Penalty: 5437.920410
	Iteration 10Q: 3 clusters Score -7436332 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -7437218.000000 Penalty: 5437.920410
	Iteration 11Q: 3 clusters Score -7437218 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -7437679.000000 Penalty: 5437.920410
	Iteration 12Q: 3 clusters Score -7437679 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -7437919.000000 Penalty: 5437.920410
	Iteration 13Q: 3 clusters Score -7437919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7438076.000000 Penalty: 5437.920410
	Iteration 14Q: 3 clusters Score -7438076 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -7438176.000000 Penalty: 5437.920410
	Iteration 15Q: 3 clusters Score -7438176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -7438254.500000 Penalty: 5437.920410
	Iteration 16Q: 3 clusters Score -7438254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7438298.000000 Penalty: 5437.920410
	Iteration 17Q: 3 clusters Score -7438298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -7438358.500000 Penalty: 5437.920410
	Iteration 18Q: 3 clusters Score -7438358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -7438401.500000 Penalty: 5437.920410
	Iteration 19Q: 3 clusters Score -7438402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -7438412.000000 Penalty: 5437.920410
	Iteration 20F: 3 clusters Score -7438412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7438453.500000 Penalty: 5437.920410
	Iteration 21Q: 3 clusters Score -7438454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -7438466.500000 Penalty: 5437.920410
	Iteration 22Q: 3 clusters Score -7438466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -7438484.500000 Penalty: 5437.920410
	Iteration 23Q: 3 clusters Score -7438484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -7438497.000000 Penalty: 5437.920410
	Iteration 24Q: 3 clusters Score -7438497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -7438521.500000 Penalty: 5437.920410
	Iteration 25Q: 3 clusters Score -7438522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -7438533.000000 Penalty: 5437.920410
	Iteration 26Q: 3 clusters Score -7438533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -7438538.500000 Penalty: 5437.920410
	Iteration 27Q: 3 clusters Score -7438538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7438549.500000 Penalty: 5437.920410
	Iteration 28Q: 3 clusters Score -7438550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -7438548.500000 Penalty: 5437.920410
	Iteration 29Q: 3 clusters Score -7438548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -7438555.500000 Penalty: 5437.920410
	Iteration 30Q: 3 clusters Score -7438556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -7438552.000000 Penalty: 5437.920410
	Iteration 31Q: 3 clusters Score -7438552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -7438558.000000 Penalty: 5437.920410
	Iteration 32Q: 3 clusters Score -7438558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -7438553.000000 Penalty: 5437.920410
	Iteration 33Q: 3 clusters Score -7438553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7438555.500000 Penalty: 5437.920410
	Iteration 34Q: 3 clusters Score -7438556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7438554.000000 Penalty: 5437.920410
	Iteration 35Q: 3 clusters Score -7438554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -7438562.500000 Penalty: 5437.920410
	Iteration 36Q: 3 clusters Score -7438562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7438566.500000 Penalty: 5437.920410
	Iteration 37Q: 3 clusters Score -7438566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -7438565.500000 Penalty: 5437.920410
	Iteration 38Q: 3 clusters Score -7438566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -7438571.000000 Penalty: 5437.920410
	Iteration 39Q: 3 clusters Score -7438571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7438572.000000 Penalty: 5437.920410
	Iteration 40F: 3 clusters Score -7438572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -7438584.000000 Penalty: 5437.920410
	Iteration 41Q: 3 clusters Score -7438584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7438587.500000 Penalty: 5437.920410
	Iteration 42Q: 3 clusters Score -7438588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -7438587.500000 Penalty: 5437.920410
	Iteration 43Q: 3 clusters Score -7438588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -7438588.000000 Penalty: 5437.920410
	Iteration 44Q: 3 clusters Score -7438588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -7438600.500000 Penalty: 5437.920410
	Iteration 45Q: 3 clusters Score -7438600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7438604.500000 Penalty: 5437.920410
	Iteration 46Q: 3 clusters Score -7438604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -7438601.500000 Penalty: 5437.920410
	Iteration 47Q: 3 clusters Score -7438602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7438605.500000 Penalty: 5437.920410
	Iteration 48Q: 3 clusters Score -7438606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7438605.500000 Penalty: 5437.920410
	Iteration 49F: 3 clusters Score -7438606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Entering Unmasked Estep 
Score: -7539195.000000 Penalty: 2721.230713
	Iteration 0F: 2 clusters Score -7539195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7499816.000000 Penalty: 5442.461426
	Iteration 0F: 3 clusters Score -7499816 nChanged 27188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -7515475.000000 Penalty: 5442.461426
	Iteration 1F: 3 clusters Score -7515475 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -7516326.000000 Penalty: 5442.461426
	Iteration 2Q: 3 clusters Score -7516326 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -7517324.500000 Penalty: 5442.461426
	Iteration 3Q: 3 clusters Score -7517324 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -7518759.000000 Penalty: 5442.461426
	Iteration 4F: 3 clusters Score -7518759 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -7521007.500000 Penalty: 5442.461426
	Iteration 5F: 3 clusters Score -7521008 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7524108.500000 Penalty: 5442.461426
	Iteration 6F: 3 clusters Score -7524108 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -7527664.500000 Penalty: 5442.461426
	Iteration 7F: 3 clusters Score -7527664 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -7530714.000000 Penalty: 5442.461426
	Iteration 8F: 3 clusters Score -7530714 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -7532181.000000 Penalty: 5442.461426
	Iteration 9Q: 3 clusters Score -7532181 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -7532808.500000 Penalty: 5442.461426
	Iteration 10Q: 3 clusters Score -7532808 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -7533231.500000 Penalty: 5442.461426
	Iteration 11Q: 3 clusters Score -7533232 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -7533552.500000 Penalty: 5442.461426
	Iteration 12Q: 3 clusters Score -7533552 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -7533856.000000 Penalty: 5442.461426
	Iteration 13Q: 3 clusters Score -7533856 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -7534120.000000 Penalty: 5442.461426
	Iteration 14Q: 3 clusters Score -7534120 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -7534407.500000 Penalty: 5442.461426
	Iteration 15Q: 3 clusters Score -7534408 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -7534628.500000 Penalty: 5442.461426
	Iteration 16Q: 3 clusters Score -7534628 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -7534823.000000 Penalty: 5442.461426
	Iteration 17Q: 3 clusters Score -7534823 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -7535024.000000 Penalty: 5442.461426
	Iteration 18Q: 3 clusters Score -7535024 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -7535200.000000 Penalty: 5442.461426
	Iteration 19Q: 3 clusters Score -7535200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7535346.000000 Penalty: 5442.461426
	Iteration 20F: 3 clusters Score -7535346 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -7535493.500000 Penalty: 5442.461426
	Iteration 21Q: 3 clusters Score -7535494 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -7535625.000000 Penalty: 5442.461426
	Iteration 22Q: 3 clusters Score -7535625 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -7535736.500000 Penalty: 5442.461426
	Iteration 23Q: 3 clusters Score -7535736 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -7535830.000000 Penalty: 5442.461426
	Iteration 24Q: 3 clusters Score -7535830 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -7535900.000000 Penalty: 5442.461426
	Iteration 25Q: 3 clusters Score -7535900 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7535997.500000 Penalty: 5442.461426
	Iteration 26Q: 3 clusters Score -7535998 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7536092.500000 Penalty: 5442.461426
	Iteration 27Q: 3 clusters Score -7536092 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7536173.500000 Penalty: 5442.461426
	Iteration 28Q: 3 clusters Score -7536174 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7536227.500000 Penalty: 5442.461426
	Iteration 29Q: 3 clusters Score -7536228 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7536285.000000 Penalty: 5442.461426
	Iteration 30Q: 3 clusters Score -7536285 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7536327.500000 Penalty: 5442.461426
	Iteration 31Q: 3 clusters Score -7536328 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7536413.500000 Penalty: 5442.461426
	Iteration 32Q: 3 clusters Score -7536414 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7536464.500000 Penalty: 5442.461426
	Iteration 33Q: 3 clusters Score -7536464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7536491.000000 Penalty: 5442.461426
	Iteration 34Q: 3 clusters Score -7536491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7536534.500000 Penalty: 5442.461426
	Iteration 35Q: 3 clusters Score -7536534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7536557.000000 Penalty: 5442.461426
	Iteration 36Q: 3 clusters Score -7536557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7536604.000000 Penalty: 5442.461426
	Iteration 37Q: 3 clusters Score -7536604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7536656.500000 Penalty: 5442.461426
	Iteration 38Q: 3 clusters Score -7536656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7536689.500000 Penalty: 5442.461426
	Iteration 39Q: 3 clusters Score -7536690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7536706.000000 Penalty: 5442.461426
	Iteration 40F: 3 clusters Score -7536706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7536751.000000 Penalty: 5442.461426
	Iteration 41Q: 3 clusters Score -7536751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7536766.000000 Penalty: 5442.461426
	Iteration 42Q: 3 clusters Score -7536766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7536773.500000 Penalty: 5442.461426
	Iteration 43Q: 3 clusters Score -7536774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7536792.500000 Penalty: 5442.461426
	Iteration 44Q: 3 clusters Score -7536792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7536789.500000 Penalty: 5442.461426
	Iteration 45Q: 3 clusters Score -7536790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7536798.000000 Penalty: 5442.461426
	Iteration 46Q: 3 clusters Score -7536798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7536815.000000 Penalty: 5442.461426
	Iteration 47Q: 3 clusters Score -7536815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7536845.500000 Penalty: 5442.461426
	Iteration 48Q: 3 clusters Score -7536846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7536867.500000 Penalty: 5442.461426
	Iteration 49Q: 3 clusters Score -7536868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7536867.000000 Penalty: 5442.461426
	Iteration 50Q: 3 clusters Score -7536867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7536856.500000 Penalty: 5442.461426
	Iteration 51Q: 3 clusters Score -7536856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7536883.000000 Penalty: 5442.461426
	Iteration 52Q: 3 clusters Score -7536883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7536886.000000 Penalty: 5442.461426
	Iteration 53Q: 3 clusters Score -7536886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7536908.000000 Penalty: 5442.461426
	Iteration 54Q: 3 clusters Score -7536908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7536924.000000 Penalty: 5442.461426
	Iteration 55Q: 3 clusters Score -7536924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7536946.500000 Penalty: 5442.461426
	Iteration 56Q: 3 clusters Score -7536946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7536950.500000 Penalty: 5442.461426
	Iteration 57Q: 3 clusters Score -7536950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7536954.500000 Penalty: 5442.461426
	Iteration 58Q: 3 clusters Score -7536954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7536959.000000 Penalty: 5442.461426
	Iteration 59Q: 3 clusters Score -7536959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7536969.000000 Penalty: 5442.461426
	Iteration 60F: 3 clusters Score -7536969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7536967.000000 Penalty: 5442.461426
	Iteration 61Q: 3 clusters Score -7536967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7536967.500000 Penalty: 5442.461426
	Iteration 62Q: 3 clusters Score -7536968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7536968.000000 Penalty: 5442.461426
	Iteration 63Q: 3 clusters Score -7536968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7536969.500000 Penalty: 5442.461426
	Iteration 64Q: 3 clusters Score -7536970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7536978.500000 Penalty: 5442.461426
	Iteration 65Q: 3 clusters Score -7536978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7536976.500000 Penalty: 5442.461426
	Iteration 66Q: 3 clusters Score -7536976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7536971.500000 Penalty: 5442.461426
	Iteration 67Q: 3 clusters Score -7536972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7536987.000000 Penalty: 5442.461426
	Iteration 68Q: 3 clusters Score -7536987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7536985.500000 Penalty: 5442.461426
	Iteration 69Q: 3 clusters Score -7536986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7536978.000000 Penalty: 5442.461426
	Iteration 70Q: 3 clusters Score -7536978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7536987.000000 Penalty: 5442.461426
	Iteration 71Q: 3 clusters Score -7536987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7536986.000000 Penalty: 5442.461426
	Iteration 72Q: 3 clusters Score -7536986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7536980.000000 Penalty: 5442.461426
	Iteration 73Q: 3 clusters Score -7536980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7536989.500000 Penalty: 5442.461426
	Iteration 74Q: 3 clusters Score -7536990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7536987.000000 Penalty: 5442.461426
	Iteration 75Q: 3 clusters Score -7536987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7536983.000000 Penalty: 5442.461426
	Iteration 76Q: 3 clusters Score -7536983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7536988.000000 Penalty: 5442.461426
	Iteration 77Q: 3 clusters Score -7536988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7536996.500000 Penalty: 5442.461426
	Iteration 78Q: 3 clusters Score -7536996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7537002.500000 Penalty: 5442.461426
	Iteration 79Q: 3 clusters Score -7537002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7537002.500000 Penalty: 5442.461426
	Iteration 80F: 3 clusters Score -7537002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7537003.000000 Penalty: 5442.461426
	Iteration 81Q: 3 clusters Score -7537003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7537006.000000 Penalty: 5442.461426
	Iteration 82Q: 3 clusters Score -7537006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7537006.000000 Penalty: 5442.461426
	Iteration 83Q: 3 clusters Score -7537006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7537002.000000 Penalty: 5442.461426
	Iteration 84Q: 3 clusters Score -7537002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7536999.500000 Penalty: 5442.461426
	Iteration 85Q: 3 clusters Score -7537000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7537004.500000 Penalty: 5442.461426
	Iteration 86Q: 3 clusters Score -7537004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7537007.000000 Penalty: 5442.461426
	Iteration 87Q: 3 clusters Score -7537007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7537001.500000 Penalty: 5442.461426
	Iteration 88Q: 3 clusters Score -7537002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7536998.000000 Penalty: 5442.461426
	Iteration 89Q: 3 clusters Score -7536998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7536998.000000 Penalty: 5442.461426
	Iteration 90F: 3 clusters Score -7536998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Entering Unmasked Estep 
Score: -448451.718750 Penalty: 2030.726074
	Iteration 0F: 2 clusters Score -448451.7 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 1751 members 
Entering Unmasked Estep 
Score: -444790.656250 Penalty: 4061.452148
	Iteration 0F: 3 clusters Score -444790.7 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -445630.718750 Penalty: 4061.452148
	Iteration 1F: 3 clusters Score -445630.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -445832.343750 Penalty: 4061.452148
	Iteration 2F: 3 clusters Score -445832.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -445940.125000 Penalty: 4061.452148
	Iteration 3Q: 3 clusters Score -445940.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -446001.343750 Penalty: 4061.452148
	Iteration 4Q: 3 clusters Score -446001.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -446058.968750 Penalty: 4061.452148
	Iteration 5Q: 3 clusters Score -446059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -446121.343750 Penalty: 4061.452148
	Iteration 6Q: 3 clusters Score -446121.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -446177.468750 Penalty: 4061.452148
	Iteration 7Q: 3 clusters Score -446177.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -446236.187500 Penalty: 4061.452148
	Iteration 8Q: 3 clusters Score -446236.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -446296.343750 Penalty: 4061.452148
	Iteration 9Q: 3 clusters Score -446296.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -446354.500000 Penalty: 4061.452148
	Iteration 10Q: 3 clusters Score -446354.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -446410.500000 Penalty: 4061.452148
	Iteration 11Q: 3 clusters Score -446410.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -446459.718750 Penalty: 4061.452148
	Iteration 12Q: 3 clusters Score -446459.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -446508.687500 Penalty: 4061.452148
	Iteration 13Q: 3 clusters Score -446508.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -446557.625000 Penalty: 4061.452148
	Iteration 14Q: 3 clusters Score -446557.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -446597.250000 Penalty: 4061.452148
	Iteration 15Q: 3 clusters Score -446597.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -446643.906250 Penalty: 4061.452148
	Iteration 16Q: 3 clusters Score -446643.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -446691.125000 Penalty: 4061.452148
	Iteration 17Q: 3 clusters Score -446691.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -446721.218750 Penalty: 4061.452148
	Iteration 18Q: 3 clusters Score -446721.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -446747.375000 Penalty: 4061.452148
	Iteration 19Q: 3 clusters Score -446747.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -446766.031250 Penalty: 4061.452148
	Iteration 20F: 3 clusters Score -446766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -446785.593750 Penalty: 4061.452148
	Iteration 21Q: 3 clusters Score -446785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -446805.468750 Penalty: 4061.452148
	Iteration 22Q: 3 clusters Score -446805.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -446819.218750 Penalty: 4061.452148
	Iteration 23Q: 3 clusters Score -446819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -446833.906250 Penalty: 4061.452148
	Iteration 24Q: 3 clusters Score -446833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -446846.468750 Penalty: 4061.452148
	Iteration 25Q: 3 clusters Score -446846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -446854.937500 Penalty: 4061.452148
	Iteration 26Q: 3 clusters Score -446854.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -446863.656250 Penalty: 4061.452148
	Iteration 27Q: 3 clusters Score -446863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -446872.593750 Penalty: 4061.452148
	Iteration 28Q: 3 clusters Score -446872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -446880.250000 Penalty: 4061.452148
	Iteration 29Q: 3 clusters Score -446880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -446886.125000 Penalty: 4061.452148
	Iteration 30Q: 3 clusters Score -446886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -446888.718750 Penalty: 4061.452148
	Iteration 31Q: 3 clusters Score -446888.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -446891.437500 Penalty: 4061.452148
	Iteration 32Q: 3 clusters Score -446891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -446892.843750 Penalty: 4061.452148
	Iteration 33Q: 3 clusters Score -446892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -446895.031250 Penalty: 4061.452148
	Iteration 34Q: 3 clusters Score -446895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -446897.531250 Penalty: 4061.452148
	Iteration 35Q: 3 clusters Score -446897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -446898.718750 Penalty: 4061.452148
	Iteration 36Q: 3 clusters Score -446898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -446899.468750 Penalty: 4061.452148
	Iteration 37Q: 3 clusters Score -446899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -446899.562500 Penalty: 4061.452148
	Iteration 38Q: 3 clusters Score -446899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -446901.437500 Penalty: 4061.452148
	Iteration 39Q: 3 clusters Score -446901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -446901.437500 Penalty: 4061.452148
	Iteration 40F: 3 clusters Score -446901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Entering Unmasked Estep 
Score: -7077087.000000 Penalty: 2706.761475
	Iteration 0F: 2 clusters Score -7077087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -7040333.500000 Penalty: 5413.522949
	Iteration 0F: 3 clusters Score -7040334 nChanged 25318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -7054525.500000 Penalty: 5413.522949
	Iteration 1F: 3 clusters Score -7054526 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -7055196.000000 Penalty: 5413.522949
	Iteration 2Q: 3 clusters Score -7055196 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -7055750.500000 Penalty: 5413.522949
	Iteration 3Q: 3 clusters Score -7055750 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -7056341.000000 Penalty: 5413.522949
	Iteration 4Q: 3 clusters Score -7056341 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -7056887.500000 Penalty: 5413.522949
	Iteration 5Q: 3 clusters Score -7056888 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -7057528.500000 Penalty: 5413.522949
	Iteration 6Q: 3 clusters Score -7057528 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7058351.000000 Penalty: 5413.522949
	Iteration 7Q: 3 clusters Score -7058351 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7059456.500000 Penalty: 5413.522949
	Iteration 8Q: 3 clusters Score -7059456 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -7061036.500000 Penalty: 5413.522949
	Iteration 9Q: 3 clusters Score -7061036 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -7063000.000000 Penalty: 5413.522949
	Iteration 10F: 3 clusters Score -7063000 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -7065228.000000 Penalty: 5413.522949
	Iteration 11F: 3 clusters Score -7065228 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -7067303.500000 Penalty: 5413.522949
	Iteration 12Q: 3 clusters Score -7067304 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -7068979.500000 Penalty: 5413.522949
	Iteration 13Q: 3 clusters Score -7068980 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -7070030.000000 Penalty: 5413.522949
	Iteration 14Q: 3 clusters Score -7070030 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -7070777.000000 Penalty: 5413.522949
	Iteration 15Q: 3 clusters Score -7070777 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -7071326.000000 Penalty: 5413.522949
	Iteration 16Q: 3 clusters Score -7071326 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7071861.500000 Penalty: 5413.522949
	Iteration 17Q: 3 clusters Score -7071862 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7072294.000000 Penalty: 5413.522949
	Iteration 18Q: 3 clusters Score -7072294 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7072672.000000 Penalty: 5413.522949
	Iteration 19Q: 3 clusters Score -7072672 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7072997.000000 Penalty: 5413.522949
	Iteration 20F: 3 clusters Score -7072997 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7073302.500000 Penalty: 5413.522949
	Iteration 21Q: 3 clusters Score -7073302 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7073570.500000 Penalty: 5413.522949
	Iteration 22Q: 3 clusters Score -7073570 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7073782.000000 Penalty: 5413.522949
	Iteration 23Q: 3 clusters Score -7073782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7073960.500000 Penalty: 5413.522949
	Iteration 24Q: 3 clusters Score -7073960 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7074100.000000 Penalty: 5413.522949
	Iteration 25Q: 3 clusters Score -7074100 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7074192.500000 Penalty: 5413.522949
	Iteration 26Q: 3 clusters Score -7074192 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7074269.500000 Penalty: 5413.522949
	Iteration 27Q: 3 clusters Score -7074270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7074347.000000 Penalty: 5413.522949
	Iteration 28Q: 3 clusters Score -7074347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7074399.500000 Penalty: 5413.522949
	Iteration 29Q: 3 clusters Score -7074400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7074447.500000 Penalty: 5413.522949
	Iteration 30Q: 3 clusters Score -7074448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7074489.000000 Penalty: 5413.522949
	Iteration 31Q: 3 clusters Score -7074489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7074513.000000 Penalty: 5413.522949
	Iteration 32Q: 3 clusters Score -7074513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7074548.000000 Penalty: 5413.522949
	Iteration 33Q: 3 clusters Score -7074548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7074586.000000 Penalty: 5413.522949
	Iteration 34Q: 3 clusters Score -7074586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7074623.000000 Penalty: 5413.522949
	Iteration 35Q: 3 clusters Score -7074623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7074655.000000 Penalty: 5413.522949
	Iteration 36Q: 3 clusters Score -7074655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7074670.000000 Penalty: 5413.522949
	Iteration 37Q: 3 clusters Score -7074670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7074683.500000 Penalty: 5413.522949
	Iteration 38Q: 3 clusters Score -7074684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7074695.500000 Penalty: 5413.522949
	Iteration 39Q: 3 clusters Score -7074696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7074703.500000 Penalty: 5413.522949
	Iteration 40F: 3 clusters Score -7074704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7074704.000000 Penalty: 5413.522949
	Iteration 41Q: 3 clusters Score -7074704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7074715.000000 Penalty: 5413.522949
	Iteration 42Q: 3 clusters Score -7074715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7074718.000000 Penalty: 5413.522949
	Iteration 43Q: 3 clusters Score -7074718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7074725.500000 Penalty: 5413.522949
	Iteration 44Q: 3 clusters Score -7074726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7074726.500000 Penalty: 5413.522949
	Iteration 45Q: 3 clusters Score -7074726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7074733.500000 Penalty: 5413.522949
	Iteration 46Q: 3 clusters Score -7074734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7074737.000000 Penalty: 5413.522949
	Iteration 47Q: 3 clusters Score -7074737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7074743.500000 Penalty: 5413.522949
	Iteration 48Q: 3 clusters Score -7074744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7074744.500000 Penalty: 5413.522949
	Iteration 49Q: 3 clusters Score -7074744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7074747.500000 Penalty: 5413.522949
	Iteration 50Q: 3 clusters Score -7074748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7074748.500000 Penalty: 5413.522949
	Iteration 51Q: 3 clusters Score -7074748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7074749.000000 Penalty: 5413.522949
	Iteration 52Q: 3 clusters Score -7074749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7074754.500000 Penalty: 5413.522949
	Iteration 53Q: 3 clusters Score -7074754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7074764.500000 Penalty: 5413.522949
	Iteration 54Q: 3 clusters Score -7074764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7074765.500000 Penalty: 5413.522949
	Iteration 55Q: 3 clusters Score -7074766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7074777.500000 Penalty: 5413.522949
	Iteration 56Q: 3 clusters Score -7074778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7074775.500000 Penalty: 5413.522949
	Iteration 57Q: 3 clusters Score -7074776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7074770.500000 Penalty: 5413.522949
	Iteration 58Q: 3 clusters Score -7074770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7074772.500000 Penalty: 5413.522949
	Iteration 59Q: 3 clusters Score -7074772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7074774.500000 Penalty: 5413.522949
	Iteration 60F: 3 clusters Score -7074774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7074771.500000 Penalty: 5413.522949
	Iteration 61Q: 3 clusters Score -7074772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7074785.000000 Penalty: 5413.522949
	Iteration 62Q: 3 clusters Score -7074785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7074786.000000 Penalty: 5413.522949
	Iteration 63Q: 3 clusters Score -7074786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7074790.000000 Penalty: 5413.522949
	Iteration 64Q: 3 clusters Score -7074790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7074802.000000 Penalty: 5413.522949
	Iteration 65Q: 3 clusters Score -7074802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7074801.500000 Penalty: 5413.522949
	Iteration 66Q: 3 clusters Score -7074802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7074802.000000 Penalty: 5413.522949
	Iteration 67Q: 3 clusters Score -7074802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7074807.500000 Penalty: 5413.522949
	Iteration 68Q: 3 clusters Score -7074808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7074815.500000 Penalty: 5413.522949
	Iteration 69Q: 3 clusters Score -7074816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7074811.500000 Penalty: 5413.522949
	Iteration 70Q: 3 clusters Score -7074812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7074815.500000 Penalty: 5413.522949
	Iteration 71Q: 3 clusters Score -7074816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7074820.000000 Penalty: 5413.522949
	Iteration 72Q: 3 clusters Score -7074820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7074819.000000 Penalty: 5413.522949
	Iteration 73Q: 3 clusters Score -7074819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7074818.500000 Penalty: 5413.522949
	Iteration 74Q: 3 clusters Score -7074818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7074819.000000 Penalty: 5413.522949
	Iteration 75Q: 3 clusters Score -7074819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7074819.000000 Penalty: 5413.522949
	Iteration 76F: 3 clusters Score -7074819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38998.539062 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -38998.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37699.246094 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -37699.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37886.769531 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -37886.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37934.578125 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -37934.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37944.804688 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -37944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37958.871094 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -37958.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37975.980469 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -37975.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37981.667969 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -37981.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37981.667969 Penalty: 2930.409180
	Iteration 7F: 3 clusters Score -37981.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46970.601562 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46970.6 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 205 members 
Entering Unmasked Estep 
Score: -45565.753906 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45565.75 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45727.375000 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45727.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45766.687500 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -45766.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45804.507812 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45804.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45827.527344 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45827.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45838.406250 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45838.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45849.070312 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45849.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45856.273438 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -45856.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45861.671875 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -45861.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45865.375000 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -45865.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45866.671875 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -45866.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45868.132812 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -45868.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45868.132812 Penalty: 3016.780762
	Iteration 12F: 3 clusters Score -45868.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -110532.296875 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -110532.3 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 487 members 
Entering Unmasked Estep 
Score: -108620.796875 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -108620.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109085.531250 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -109085.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109477.820312 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -109477.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109971.312500 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -109971.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110415.351562 Penalty: 3430.198730
	Iteration 4F: 3 clusters Score -110415.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110886.859375 Penalty: 3430.198730
	Iteration 5F: 3 clusters Score -110886.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111166.265625 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -111166.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111312.945312 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -111312.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111354.054688 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -111354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111392.140625 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -111392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111427.015625 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -111427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111432.773438 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -111432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111432.773438 Penalty: 3430.198730
	Iteration 12F: 3 clusters Score -111432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69325 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15967 members 
Mstep: Class 5 contains 50052 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59618 members 
Mstep: Class 9 contains 57731 members 
Mstep: Class 10 contains 58262 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 54960 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 485 members 
Mstep: Class 16 contains 25592 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 20 contains 187560 members 
Mstep: Class 21 contains 176308 members 
Entering Unmasked Estep 
Score: -98276904.000000 Penalty: 67304.742188
Splitting cluster 15 changes total score from -98277728.000000 to -98276904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (25592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Entering Unmasked Estep 
Score: -3316836.250000 Penalty: 2517.208740
	Iteration 0F: 2 clusters Score -3316836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3299203.000000 Penalty: 5034.417480
	Iteration 0F: 3 clusters Score -3299203 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3305297.500000 Penalty: 5034.417480
	Iteration 1F: 3 clusters Score -3305298 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3305657.500000 Penalty: 5034.417480
	Iteration 2Q: 3 clusters Score -3305658 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3305970.500000 Penalty: 5034.417480
	Iteration 3Q: 3 clusters Score -3305970 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3306205.000000 Penalty: 5034.417480
	Iteration 4Q: 3 clusters Score -3306205 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3306466.250000 Penalty: 5034.417480
	Iteration 5Q: 3 clusters Score -3306466 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3306764.500000 Penalty: 5034.417480
	Iteration 6Q: 3 clusters Score -3306764 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3307084.750000 Penalty: 5034.417480
	Iteration 7Q: 3 clusters Score -3307085 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3307536.500000 Penalty: 5034.417480
	Iteration 8Q: 3 clusters Score -3307536 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3308196.250000 Penalty: 5034.417480
	Iteration 9Q: 3 clusters Score -3308196 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3309157.000000 Penalty: 5034.417480
	Iteration 10F: 3 clusters Score -3309157 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3310363.000000 Penalty: 5034.417480
	Iteration 11F: 3 clusters Score -3310363 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3311672.250000 Penalty: 5034.417480
	Iteration 12F: 3 clusters Score -3311672 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3312717.500000 Penalty: 5034.417480
	Iteration 13Q: 3 clusters Score -3312718 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3313341.750000 Penalty: 5034.417480
	Iteration 14Q: 3 clusters Score -3313342 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3313659.250000 Penalty: 5034.417480
	Iteration 15Q: 3 clusters Score -3313659 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3313841.250000 Penalty: 5034.417480
	Iteration 16Q: 3 clusters Score -3313841 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3313962.500000 Penalty: 5034.417480
	Iteration 17Q: 3 clusters Score -3313962 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3314045.750000 Penalty: 5034.417480
	Iteration 18Q: 3 clusters Score -3314046 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3314098.500000 Penalty: 5034.417480
	Iteration 19Q: 3 clusters Score -3314098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3314165.500000 Penalty: 5034.417480
	Iteration 20F: 3 clusters Score -3314166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3314208.750000 Penalty: 5034.417480
	Iteration 21Q: 3 clusters Score -3314209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3314248.000000 Penalty: 5034.417480
	Iteration 22Q: 3 clusters Score -3314248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3314292.500000 Penalty: 5034.417480
	Iteration 23Q: 3 clusters Score -3314292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3314339.500000 Penalty: 5034.417480
	Iteration 24Q: 3 clusters Score -3314340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3314374.500000 Penalty: 5034.417480
	Iteration 25Q: 3 clusters Score -3314374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3314411.000000 Penalty: 5034.417480
	Iteration 26Q: 3 clusters Score -3314411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3314432.500000 Penalty: 5034.417480
	Iteration 27Q: 3 clusters Score -3314432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3314460.250000 Penalty: 5034.417480
	Iteration 28Q: 3 clusters Score -3314460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3314488.000000 Penalty: 5034.417480
	Iteration 29Q: 3 clusters Score -3314488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3314508.750000 Penalty: 5034.417480
	Iteration 30Q: 3 clusters Score -3314509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3314527.250000 Penalty: 5034.417480
	Iteration 31Q: 3 clusters Score -3314527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3314534.000000 Penalty: 5034.417480
	Iteration 32Q: 3 clusters Score -3314534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3314542.750000 Penalty: 5034.417480
	Iteration 33Q: 3 clusters Score -3314543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3314562.500000 Penalty: 5034.417480
	Iteration 34Q: 3 clusters Score -3314562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3314581.000000 Penalty: 5034.417480
	Iteration 35Q: 3 clusters Score -3314581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3314585.000000 Penalty: 5034.417480
	Iteration 36Q: 3 clusters Score -3314585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3314586.750000 Penalty: 5034.417480
	Iteration 37Q: 3 clusters Score -3314587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3314593.000000 Penalty: 5034.417480
	Iteration 38Q: 3 clusters Score -3314593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3314599.000000 Penalty: 5034.417480
	Iteration 39Q: 3 clusters Score -3314599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3314623.750000 Penalty: 5034.417480
	Iteration 40F: 3 clusters Score -3314624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3314633.250000 Penalty: 5034.417480
	Iteration 41Q: 3 clusters Score -3314633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3314639.750000 Penalty: 5034.417480
	Iteration 42Q: 3 clusters Score -3314640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3314651.000000 Penalty: 5034.417480
	Iteration 43Q: 3 clusters Score -3314651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3314663.250000 Penalty: 5034.417480
	Iteration 44Q: 3 clusters Score -3314663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3314674.500000 Penalty: 5034.417480
	Iteration 45Q: 3 clusters Score -3314674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3314687.000000 Penalty: 5034.417480
	Iteration 46Q: 3 clusters Score -3314687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3314694.250000 Penalty: 5034.417480
	Iteration 47Q: 3 clusters Score -3314694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3314705.500000 Penalty: 5034.417480
	Iteration 48Q: 3 clusters Score -3314706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3314712.750000 Penalty: 5034.417480
	Iteration 49Q: 3 clusters Score -3314713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3314717.250000 Penalty: 5034.417480
	Iteration 50Q: 3 clusters Score -3314717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3314733.000000 Penalty: 5034.417480
	Iteration 51Q: 3 clusters Score -3314733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3314735.750000 Penalty: 5034.417480
	Iteration 52Q: 3 clusters Score -3314736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3314736.500000 Penalty: 5034.417480
	Iteration 53Q: 3 clusters Score -3314736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3314734.000000 Penalty: 5034.417480
	Iteration 54Q: 3 clusters Score -3314734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3314743.250000 Penalty: 5034.417480
	Iteration 55Q: 3 clusters Score -3314743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3314746.500000 Penalty: 5034.417480
	Iteration 56Q: 3 clusters Score -3314746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3314750.750000 Penalty: 5034.417480
	Iteration 57Q: 3 clusters Score -3314751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3314756.250000 Penalty: 5034.417480
	Iteration 58Q: 3 clusters Score -3314756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3314762.750000 Penalty: 5034.417480
	Iteration 59Q: 3 clusters Score -3314763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3314764.250000 Penalty: 5034.417480
	Iteration 60F: 3 clusters Score -3314764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3314779.000000 Penalty: 5034.417480
	Iteration 61Q: 3 clusters Score -3314779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3314780.250000 Penalty: 5034.417480
	Iteration 62Q: 3 clusters Score -3314780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3314781.250000 Penalty: 5034.417480
	Iteration 63Q: 3 clusters Score -3314781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3314781.500000 Penalty: 5034.417480
	Iteration 64Q: 3 clusters Score -3314782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3314781.500000 Penalty: 5034.417480
	Iteration 65Q: 3 clusters Score -3314782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3314780.750000 Penalty: 5034.417480
	Iteration 66Q: 3 clusters Score -3314781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3314780.750000 Penalty: 5034.417480
	Iteration 67F: 3 clusters Score -3314781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Entering Unmasked Estep 
Score: -1432578.375000 Penalty: 2325.590088
	Iteration 0F: 2 clusters Score -1432578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1423648.375000 Penalty: 4651.180176
	Iteration 0F: 3 clusters Score -1423648 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1426258.750000 Penalty: 4651.180176
	Iteration 1F: 3 clusters Score -1426259 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1426529.500000 Penalty: 4651.180176
	Iteration 2F: 3 clusters Score -1426530 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1426777.625000 Penalty: 4651.180176
	Iteration 3Q: 3 clusters Score -1426778 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1426980.125000 Penalty: 4651.180176
	Iteration 4Q: 3 clusters Score -1426980 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1427145.000000 Penalty: 4651.180176
	Iteration 5Q: 3 clusters Score -1427145 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1427291.000000 Penalty: 4651.180176
	Iteration 6Q: 3 clusters Score -1427291 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1427463.250000 Penalty: 4651.180176
	Iteration 7Q: 3 clusters Score -1427463 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1427676.625000 Penalty: 4651.180176
	Iteration 8Q: 3 clusters Score -1427677 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1427935.000000 Penalty: 4651.180176
	Iteration 9Q: 3 clusters Score -1427935 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1428252.750000 Penalty: 4651.180176
	Iteration 10Q: 3 clusters Score -1428253 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1428606.250000 Penalty: 4651.180176
	Iteration 11Q: 3 clusters Score -1428606 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1428972.500000 Penalty: 4651.180176
	Iteration 12Q: 3 clusters Score -1428972 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1429319.625000 Penalty: 4651.180176
	Iteration 13Q: 3 clusters Score -1429320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1429625.000000 Penalty: 4651.180176
	Iteration 14Q: 3 clusters Score -1429625 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1429900.125000 Penalty: 4651.180176
	Iteration 15Q: 3 clusters Score -1429900 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1430091.750000 Penalty: 4651.180176
	Iteration 16Q: 3 clusters Score -1430092 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1430219.625000 Penalty: 4651.180176
	Iteration 17Q: 3 clusters Score -1430220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1430312.875000 Penalty: 4651.180176
	Iteration 18Q: 3 clusters Score -1430313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1430369.000000 Penalty: 4651.180176
	Iteration 19Q: 3 clusters Score -1430369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1430423.750000 Penalty: 4651.180176
	Iteration 20F: 3 clusters Score -1430424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1430466.125000 Penalty: 4651.180176
	Iteration 21Q: 3 clusters Score -1430466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1430496.875000 Penalty: 4651.180176
	Iteration 22Q: 3 clusters Score -1430497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1430511.750000 Penalty: 4651.180176
	Iteration 23Q: 3 clusters Score -1430512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1430524.625000 Penalty: 4651.180176
	Iteration 24Q: 3 clusters Score -1430525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1430535.125000 Penalty: 4651.180176
	Iteration 25Q: 3 clusters Score -1430535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1430536.625000 Penalty: 4651.180176
	Iteration 26Q: 3 clusters Score -1430537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1430540.125000 Penalty: 4651.180176
	Iteration 27Q: 3 clusters Score -1430540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1430547.125000 Penalty: 4651.180176
	Iteration 28Q: 3 clusters Score -1430547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1430551.625000 Penalty: 4651.180176
	Iteration 29Q: 3 clusters Score -1430552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1430553.000000 Penalty: 4651.180176
	Iteration 30Q: 3 clusters Score -1430553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1430555.375000 Penalty: 4651.180176
	Iteration 31Q: 3 clusters Score -1430555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1430559.125000 Penalty: 4651.180176
	Iteration 32Q: 3 clusters Score -1430559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1430561.250000 Penalty: 4651.180176
	Iteration 33Q: 3 clusters Score -1430561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1430563.000000 Penalty: 4651.180176
	Iteration 34Q: 3 clusters Score -1430563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1430567.875000 Penalty: 4651.180176
	Iteration 35Q: 3 clusters Score -1430568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1430568.250000 Penalty: 4651.180176
	Iteration 36Q: 3 clusters Score -1430568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1430570.750000 Penalty: 4651.180176
	Iteration 37Q: 3 clusters Score -1430571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1430570.875000 Penalty: 4651.180176
	Iteration 38Q: 3 clusters Score -1430571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1430570.875000 Penalty: 4651.180176
	Iteration 39F: 3 clusters Score -1430571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (187560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187560 members 
Entering Unmasked Estep 
Score: -23976786.000000 Penalty: 3011.179932
	Iteration 0F: 2 clusters Score -2.397679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -23855352.000000 Penalty: 6022.359863
	Iteration 0F: 3 clusters Score -2.385535e+07 nChanged 89718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -23907210.000000 Penalty: 6022.359863
	Iteration 1F: 3 clusters Score -2.390721e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -23907844.000000 Penalty: 6022.359863
	Iteration 2Q: 3 clusters Score -2.390784e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -23908762.000000 Penalty: 6022.359863
	Iteration 3Q: 3 clusters Score -2.390876e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -23909546.000000 Penalty: 6022.359863
	Iteration 4Q: 3 clusters Score -2.390955e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -23910688.000000 Penalty: 6022.359863
	Iteration 5Q: 3 clusters Score -2.391069e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -23912606.000000 Penalty: 6022.359863
	Iteration 6Q: 3 clusters Score -2.391261e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -23916212.000000 Penalty: 6022.359863
	Iteration 7Q: 3 clusters Score -2.391621e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -23921964.000000 Penalty: 6022.359863
	Iteration 8Q: 3 clusters Score -2.392196e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -23930802.000000 Penalty: 6022.359863
	Iteration 9F: 3 clusters Score -2.39308e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -23941540.000000 Penalty: 6022.359863
	Iteration 10F: 3 clusters Score -2.394154e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133934 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -23949780.000000 Penalty: 6022.359863
	Iteration 11F: 3 clusters Score -2.394978e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -23954480.000000 Penalty: 6022.359863
	Iteration 12Q: 3 clusters Score -2.395448e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141226 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -23956666.000000 Penalty: 6022.359863
	Iteration 13Q: 3 clusters Score -2.395667e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -23958102.000000 Penalty: 6022.359863
	Iteration 14Q: 3 clusters Score -2.39581e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147281 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -23959528.000000 Penalty: 6022.359863
	Iteration 15Q: 3 clusters Score -2.395953e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -23960822.000000 Penalty: 6022.359863
	Iteration 16Q: 3 clusters Score -2.396082e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -23962232.000000 Penalty: 6022.359863
	Iteration 17Q: 3 clusters Score -2.396223e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -23963426.000000 Penalty: 6022.359863
	Iteration 18Q: 3 clusters Score -2.396343e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -23964754.000000 Penalty: 6022.359863
	Iteration 19Q: 3 clusters Score -2.396475e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -23966088.000000 Penalty: 6022.359863
	Iteration 20F: 3 clusters Score -2.396609e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -23967340.000000 Penalty: 6022.359863
	Iteration 21Q: 3 clusters Score -2.396734e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167333 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -23968474.000000 Penalty: 6022.359863
	Iteration 22Q: 3 clusters Score -2.396847e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -23969396.000000 Penalty: 6022.359863
	Iteration 23Q: 3 clusters Score -2.39694e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171908 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -23970094.000000 Penalty: 6022.359863
	Iteration 24Q: 3 clusters Score -2.397009e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173771 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -23970850.000000 Penalty: 6022.359863
	Iteration 25Q: 3 clusters Score -2.397085e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -23971252.000000 Penalty: 6022.359863
	Iteration 26Q: 3 clusters Score -2.397125e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176827 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -23971618.000000 Penalty: 6022.359863
	Iteration 27Q: 3 clusters Score -2.397162e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178052 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -23971900.000000 Penalty: 6022.359863
	Iteration 28Q: 3 clusters Score -2.39719e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -23972196.000000 Penalty: 6022.359863
	Iteration 29Q: 3 clusters Score -2.39722e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179957 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -23972494.000000 Penalty: 6022.359863
	Iteration 30Q: 3 clusters Score -2.397249e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -23972566.000000 Penalty: 6022.359863
	Iteration 31Q: 3 clusters Score -2.397257e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181320 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -23972730.000000 Penalty: 6022.359863
	Iteration 32Q: 3 clusters Score -2.397273e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181866 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -23972812.000000 Penalty: 6022.359863
	Iteration 33Q: 3 clusters Score -2.397281e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -23972938.000000 Penalty: 6022.359863
	Iteration 34Q: 3 clusters Score -2.397294e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182780 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -23973114.000000 Penalty: 6022.359863
	Iteration 35Q: 3 clusters Score -2.397311e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183152 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -23973240.000000 Penalty: 6022.359863
	Iteration 36Q: 3 clusters Score -2.397324e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -23973364.000000 Penalty: 6022.359863
	Iteration 37Q: 3 clusters Score -2.397336e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183727 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -23973444.000000 Penalty: 6022.359863
	Iteration 38Q: 3 clusters Score -2.397344e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -23973550.000000 Penalty: 6022.359863
	Iteration 39Q: 3 clusters Score -2.397355e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -23973634.000000 Penalty: 6022.359863
	Iteration 40F: 3 clusters Score -2.397363e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184301 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -23973652.000000 Penalty: 6022.359863
	Iteration 41Q: 3 clusters Score -2.397365e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184442 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -23973714.000000 Penalty: 6022.359863
	Iteration 42Q: 3 clusters Score -2.397371e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184569 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -23973812.000000 Penalty: 6022.359863
	Iteration 43Q: 3 clusters Score -2.397381e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23973804.000000 Penalty: 6022.359863
	Iteration 44Q: 3 clusters Score -2.39738e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184725 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -23973830.000000 Penalty: 6022.359863
	Iteration 45Q: 3 clusters Score -2.397383e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184787 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -23973868.000000 Penalty: 6022.359863
	Iteration 46Q: 3 clusters Score -2.397387e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184847 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -23973870.000000 Penalty: 6022.359863
	Iteration 47Q: 3 clusters Score -2.397387e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184917 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23973924.000000 Penalty: 6022.359863
	Iteration 48Q: 3 clusters Score -2.397392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -23973972.000000 Penalty: 6022.359863
	Iteration 49Q: 3 clusters Score -2.397397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185009 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -23973950.000000 Penalty: 6022.359863
	Iteration 50Q: 3 clusters Score -2.397395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -23973956.000000 Penalty: 6022.359863
	Iteration 51Q: 3 clusters Score -2.397396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185070 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -23973956.000000 Penalty: 6022.359863
	Iteration 52Q: 3 clusters Score -2.397396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -23974004.000000 Penalty: 6022.359863
	Iteration 53Q: 3 clusters Score -2.3974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185137 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -23974024.000000 Penalty: 6022.359863
	Iteration 54Q: 3 clusters Score -2.397402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185166 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -23974020.000000 Penalty: 6022.359863
	Iteration 55Q: 3 clusters Score -2.397402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185184 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -23974028.000000 Penalty: 6022.359863
	Iteration 56Q: 3 clusters Score -2.397403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185200 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -23974046.000000 Penalty: 6022.359863
	Iteration 57Q: 3 clusters Score -2.397405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185227 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -23974040.000000 Penalty: 6022.359863
	Iteration 58Q: 3 clusters Score -2.397404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185247 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -23974076.000000 Penalty: 6022.359863
	Iteration 59Q: 3 clusters Score -2.397408e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185278 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -23974076.000000 Penalty: 6022.359863
	Iteration 60F: 3 clusters Score -2.397408e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185303 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -23974076.000000 Penalty: 6022.359863
	Iteration 61Q: 3 clusters Score -2.397408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185327 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23974064.000000 Penalty: 6022.359863
	Iteration 62Q: 3 clusters Score -2.397406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185344 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23974088.000000 Penalty: 6022.359863
	Iteration 63Q: 3 clusters Score -2.397409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23974112.000000 Penalty: 6022.359863
	Iteration 64Q: 3 clusters Score -2.397411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185387 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -23974120.000000 Penalty: 6022.359863
	Iteration 65Q: 3 clusters Score -2.397412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185411 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -23974118.000000 Penalty: 6022.359863
	Iteration 66Q: 3 clusters Score -2.397412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -23974118.000000 Penalty: 6022.359863
	Iteration 67Q: 3 clusters Score -2.397412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185449 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -23974120.000000 Penalty: 6022.359863
	Iteration 68Q: 3 clusters Score -2.397412e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185470 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23974132.000000 Penalty: 6022.359863
	Iteration 69Q: 3 clusters Score -2.397413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185499 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -23974138.000000 Penalty: 6022.359863
	Iteration 70Q: 3 clusters Score -2.397414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185520 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23974136.000000 Penalty: 6022.359863
	Iteration 71Q: 3 clusters Score -2.397414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185541 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -23974144.000000 Penalty: 6022.359863
	Iteration 72Q: 3 clusters Score -2.397414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185566 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23974120.000000 Penalty: 6022.359863
	Iteration 73Q: 3 clusters Score -2.397412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23974134.000000 Penalty: 6022.359863
	Iteration 74Q: 3 clusters Score -2.397413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185600 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23974152.000000 Penalty: 6022.359863
	Iteration 75Q: 3 clusters Score -2.397415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185624 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23974178.000000 Penalty: 6022.359863
	Iteration 76Q: 3 clusters Score -2.397418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185653 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -23974160.000000 Penalty: 6022.359863
	Iteration 77Q: 3 clusters Score -2.397416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185675 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23974174.000000 Penalty: 6022.359863
	Iteration 78Q: 3 clusters Score -2.397417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185686 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -23974192.000000 Penalty: 6022.359863
	Iteration 79Q: 3 clusters Score -2.397419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185690 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23974186.000000 Penalty: 6022.359863
	Iteration 80F: 3 clusters Score -2.397419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185697 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23974192.000000 Penalty: 6022.359863
	Iteration 81Q: 3 clusters Score -2.397419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185709 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23974202.000000 Penalty: 6022.359863
	Iteration 82Q: 3 clusters Score -2.39742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185721 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23974204.000000 Penalty: 6022.359863
	Iteration 83Q: 3 clusters Score -2.39742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185736 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23974222.000000 Penalty: 6022.359863
	Iteration 84Q: 3 clusters Score -2.397422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185751 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23974218.000000 Penalty: 6022.359863
	Iteration 85Q: 3 clusters Score -2.397422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185761 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23974240.000000 Penalty: 6022.359863
	Iteration 86Q: 3 clusters Score -2.397424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185769 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -23974238.000000 Penalty: 6022.359863
	Iteration 87Q: 3 clusters Score -2.397424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185775 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -23974246.000000 Penalty: 6022.359863
	Iteration 88Q: 3 clusters Score -2.397425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23974250.000000 Penalty: 6022.359863
	Iteration 89Q: 3 clusters Score -2.397425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185791 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23974236.000000 Penalty: 6022.359863
	Iteration 90Q: 3 clusters Score -2.397424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185796 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23974232.000000 Penalty: 6022.359863
	Iteration 91Q: 3 clusters Score -2.397423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185800 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23974248.000000 Penalty: 6022.359863
	Iteration 92Q: 3 clusters Score -2.397425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185808 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23974236.000000 Penalty: 6022.359863
	Iteration 93Q: 3 clusters Score -2.397424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23974218.000000 Penalty: 6022.359863
	Iteration 94Q: 3 clusters Score -2.397422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185830 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -23974246.000000 Penalty: 6022.359863
	Iteration 95Q: 3 clusters Score -2.397425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185836 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23974236.000000 Penalty: 6022.359863
	Iteration 96Q: 3 clusters Score -2.397424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185840 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -23974244.000000 Penalty: 6022.359863
	Iteration 97Q: 3 clusters Score -2.397424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185845 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -23974238.000000 Penalty: 6022.359863
	Iteration 98Q: 3 clusters Score -2.397424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185852 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -23974246.000000 Penalty: 6022.359863
	Iteration 99Q: 3 clusters Score -2.397425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23974254.000000 Penalty: 6022.359863
	Iteration 100F: 3 clusters Score -2.397425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185856 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23974262.000000 Penalty: 6022.359863
	Iteration 101Q: 3 clusters Score -2.397426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23974250.000000 Penalty: 6022.359863
	Iteration 102Q: 3 clusters Score -2.397425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185861 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23974254.000000 Penalty: 6022.359863
	Iteration 103Q: 3 clusters Score -2.397425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -23974254.000000 Penalty: 6022.359863
	Iteration 104Q: 3 clusters Score -2.397425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185870 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -23974250.000000 Penalty: 6022.359863
	Iteration 105Q: 3 clusters Score -2.397425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185874 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23974262.000000 Penalty: 6022.359863
	Iteration 106Q: 3 clusters Score -2.397426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23974272.000000 Penalty: 6022.359863
	Iteration 107Q: 3 clusters Score -2.397427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185888 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23974276.000000 Penalty: 6022.359863
	Iteration 108Q: 3 clusters Score -2.397428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185896 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -23974280.000000 Penalty: 6022.359863
	Iteration 109Q: 3 clusters Score -2.397428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185906 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -23974300.000000 Penalty: 6022.359863
	Iteration 110Q: 3 clusters Score -2.39743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23974320.000000 Penalty: 6022.359863
	Iteration 111Q: 3 clusters Score -2.397432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185931 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -23974312.000000 Penalty: 6022.359863
	Iteration 112Q: 3 clusters Score -2.397431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185944 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -23974314.000000 Penalty: 6022.359863
	Iteration 113Q: 3 clusters Score -2.397431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185951 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -23974318.000000 Penalty: 6022.359863
	Iteration 114Q: 3 clusters Score -2.397432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -23974332.000000 Penalty: 6022.359863
	Iteration 115Q: 3 clusters Score -2.397433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185974 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23974330.000000 Penalty: 6022.359863
	Iteration 116Q: 3 clusters Score -2.397433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185979 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23974344.000000 Penalty: 6022.359863
	Iteration 117Q: 3 clusters Score -2.397434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185984 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23974328.000000 Penalty: 6022.359863
	Iteration 118Q: 3 clusters Score -2.397433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185983 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -23974334.000000 Penalty: 6022.359863
	Iteration 119Q: 3 clusters Score -2.397433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185980 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23974340.000000 Penalty: 6022.359863
	Iteration 120F: 3 clusters Score -2.397434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185980 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23974342.000000 Penalty: 6022.359863
	Iteration 121Q: 3 clusters Score -2.397434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185980 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23974342.000000 Penalty: 6022.359863
	Iteration 122F: 3 clusters Score -2.397434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (176308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176308 members 
Entering Unmasked Estep 
Score: -22567292.000000 Penalty: 2995.836914
	Iteration 0F: 2 clusters Score -2.256729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -22451694.000000 Penalty: 5991.673828
	Iteration 0F: 3 clusters Score -2.245169e+07 nChanged 84539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -22500718.000000 Penalty: 5991.673828
	Iteration 1F: 3 clusters Score -2.250072e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -22501498.000000 Penalty: 5991.673828
	Iteration 2Q: 3 clusters Score -2.25015e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -22502230.000000 Penalty: 5991.673828
	Iteration 3Q: 3 clusters Score -2.250223e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -22503142.000000 Penalty: 5991.673828
	Iteration 4Q: 3 clusters Score -2.250314e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -22504314.000000 Penalty: 5991.673828
	Iteration 5Q: 3 clusters Score -2.250431e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -22506042.000000 Penalty: 5991.673828
	Iteration 6Q: 3 clusters Score -2.250604e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -22509116.000000 Penalty: 5991.673828
	Iteration 7Q: 3 clusters Score -2.250912e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -22514372.000000 Penalty: 5991.673828
	Iteration 8F: 3 clusters Score -2.251437e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 114894 members 
Entering Unmasked Estep 
Score: -22523480.000000 Penalty: 5991.673828
	Iteration 9F: 3 clusters Score -2.252348e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -22536994.000000 Penalty: 5991.673828
	Iteration 10F: 3 clusters Score -2.253699e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 134437 members 
Entering Unmasked Estep 
Score: -22550028.000000 Penalty: 5991.673828
	Iteration 11F: 3 clusters Score -2.255003e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -22557206.000000 Penalty: 5991.673828
	Iteration 12F: 3 clusters Score -2.255721e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -22559612.000000 Penalty: 5991.673828
	Iteration 13Q: 3 clusters Score -2.255961e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -22560820.000000 Penalty: 5991.673828
	Iteration 14Q: 3 clusters Score -2.256082e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -22561524.000000 Penalty: 5991.673828
	Iteration 15Q: 3 clusters Score -2.256152e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 148136 members 
Entering Unmasked Estep 
Score: -22562140.000000 Penalty: 5991.673828
	Iteration 16Q: 3 clusters Score -2.256214e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -22562568.000000 Penalty: 5991.673828
	Iteration 17Q: 3 clusters Score -2.256257e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 151857 members 
Entering Unmasked Estep 
Score: -22563150.000000 Penalty: 5991.673828
	Iteration 18Q: 3 clusters Score -2.256315e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 153682 members 
Entering Unmasked Estep 
Score: -22563574.000000 Penalty: 5991.673828
	Iteration 19Q: 3 clusters Score -2.256357e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -22563888.000000 Penalty: 5991.673828
	Iteration 20F: 3 clusters Score -2.256389e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -22564186.000000 Penalty: 5991.673828
	Iteration 21Q: 3 clusters Score -2.256419e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -22564430.000000 Penalty: 5991.673828
	Iteration 22Q: 3 clusters Score -2.256443e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -22564644.000000 Penalty: 5991.673828
	Iteration 23Q: 3 clusters Score -2.256464e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 162725 members 
Entering Unmasked Estep 
Score: -22564990.000000 Penalty: 5991.673828
	Iteration 24Q: 3 clusters Score -2.256499e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -22565248.000000 Penalty: 5991.673828
	Iteration 25Q: 3 clusters Score -2.256525e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 165780 members 
Entering Unmasked Estep 
Score: -22565424.000000 Penalty: 5991.673828
	Iteration 26Q: 3 clusters Score -2.256542e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -22565510.000000 Penalty: 5991.673828
	Iteration 27Q: 3 clusters Score -2.256551e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -22565566.000000 Penalty: 5991.673828
	Iteration 28Q: 3 clusters Score -2.256557e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 168983 members 
Entering Unmasked Estep 
Score: -22565544.000000 Penalty: 5991.673828
	Iteration 29Q: 3 clusters Score -2.256554e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -22565598.000000 Penalty: 5991.673828
	Iteration 30Q: 3 clusters Score -2.25656e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -22565568.000000 Penalty: 5991.673828
	Iteration 31Q: 3 clusters Score -2.256557e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 171059 members 
Entering Unmasked Estep 
Score: -22565588.000000 Penalty: 5991.673828
	Iteration 32Q: 3 clusters Score -2.256559e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -22565588.000000 Penalty: 5991.673828
	Iteration 33Q: 3 clusters Score -2.256559e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -22565668.000000 Penalty: 5991.673828
	Iteration 34Q: 3 clusters Score -2.256567e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 172442 members 
Entering Unmasked Estep 
Score: -22565678.000000 Penalty: 5991.673828
	Iteration 35Q: 3 clusters Score -2.256568e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 172756 members 
Entering Unmasked Estep 
Score: -22565688.000000 Penalty: 5991.673828
	Iteration 36Q: 3 clusters Score -2.256569e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -22565650.000000 Penalty: 5991.673828
	Iteration 37Q: 3 clusters Score -2.256565e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -22565616.000000 Penalty: 5991.673828
	Iteration 38Q: 3 clusters Score -2.256562e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 173412 members 
Entering Unmasked Estep 
Score: -22565592.000000 Penalty: 5991.673828
	Iteration 39Q: 3 clusters Score -2.256559e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -22565592.000000 Penalty: 5991.673828
	Iteration 40F: 3 clusters Score -2.256559e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -22565590.000000 Penalty: 5991.673828
	Iteration 41Q: 3 clusters Score -2.256559e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 173856 members 
Entering Unmasked Estep 
Score: -22565608.000000 Penalty: 5991.673828
	Iteration 42Q: 3 clusters Score -2.256561e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 173977 members 
Entering Unmasked Estep 
Score: -22565576.000000 Penalty: 5991.673828
	Iteration 43Q: 3 clusters Score -2.256558e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 174077 members 
Entering Unmasked Estep 
Score: -22565580.000000 Penalty: 5991.673828
	Iteration 44Q: 3 clusters Score -2.256558e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -22565594.000000 Penalty: 5991.673828
	Iteration 45Q: 3 clusters Score -2.256559e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -22565588.000000 Penalty: 5991.673828
	Iteration 46Q: 3 clusters Score -2.256559e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -22565606.000000 Penalty: 5991.673828
	Iteration 47Q: 3 clusters Score -2.256561e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -22565604.000000 Penalty: 5991.673828
	Iteration 48Q: 3 clusters Score -2.25656e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -22565566.000000 Penalty: 5991.673828
	Iteration 49Q: 3 clusters Score -2.256557e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -22565580.000000 Penalty: 5991.673828
	Iteration 50Q: 3 clusters Score -2.256558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 174501 members 
Entering Unmasked Estep 
Score: -22565614.000000 Penalty: 5991.673828
	Iteration 51Q: 3 clusters Score -2.256561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 174533 members 
Entering Unmasked Estep 
Score: -22565612.000000 Penalty: 5991.673828
	Iteration 52Q: 3 clusters Score -2.256561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 174562 members 
Entering Unmasked Estep 
Score: -22565578.000000 Penalty: 5991.673828
	Iteration 53Q: 3 clusters Score -2.256558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 174582 members 
Entering Unmasked Estep 
Score: -22565592.000000 Penalty: 5991.673828
	Iteration 54Q: 3 clusters Score -2.256559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 174603 members 
Entering Unmasked Estep 
Score: -22565592.000000 Penalty: 5991.673828
	Iteration 55Q: 3 clusters Score -2.256559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -22565570.000000 Penalty: 5991.673828
	Iteration 56Q: 3 clusters Score -2.256557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -22565560.000000 Penalty: 5991.673828
	Iteration 57Q: 3 clusters Score -2.256556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -22565548.000000 Penalty: 5991.673828
	Iteration 58Q: 3 clusters Score -2.256555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 174654 members 
Entering Unmasked Estep 
Score: -22565572.000000 Penalty: 5991.673828
	Iteration 59Q: 3 clusters Score -2.256557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -22565588.000000 Penalty: 5991.673828
	Iteration 60F: 3 clusters Score -2.256559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -22565582.000000 Penalty: 5991.673828
	Iteration 61Q: 3 clusters Score -2.256558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -22565584.000000 Penalty: 5991.673828
	Iteration 62Q: 3 clusters Score -2.256558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 174667 members 
Entering Unmasked Estep 
Score: -22565580.000000 Penalty: 5991.673828
	Iteration 63Q: 3 clusters Score -2.256558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 174673 members 
Entering Unmasked Estep 
Score: -22565572.000000 Penalty: 5991.673828
	Iteration 64Q: 3 clusters Score -2.256557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -22565578.000000 Penalty: 5991.673828
	Iteration 65Q: 3 clusters Score -2.256558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 174674 members 
Entering Unmasked Estep 
Score: -22565578.000000 Penalty: 5991.673828
	Iteration 66F: 3 clusters Score -2.256558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69325 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15967 members 
Mstep: Class 5 contains 50052 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59618 members 
Mstep: Class 9 contains 57731 members 
Mstep: Class 10 contains 58262 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 54960 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25592 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 20 contains 187560 members 
Mstep: Class 21 contains 176308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277592.000000 Penalty: 63939.507812
Iteration 159Q: 20 clusters Score -9.827759e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69307 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15974 members 
Mstep: Class 5 contains 50059 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59614 members 
Mstep: Class 9 contains 57754 members 
Mstep: Class 10 contains 58268 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 54942 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25589 members 
Mstep: Class 17 contains 11822 members 
Mstep: Class 20 contains 187540 members 
Mstep: Class 21 contains 176324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277608.000000 Penalty: 63939.507812
Iteration 160F: 20 clusters Score -9.827761e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69296 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15978 members 
Mstep: Class 5 contains 50064 members 
Mstep: Class 6 contains 501 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59619 members 
Mstep: Class 9 contains 57778 members 
Mstep: Class 10 contains 58275 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54927 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25589 members 
Mstep: Class 17 contains 11828 members 
Mstep: Class 20 contains 187507 members 
Mstep: Class 21 contains 176334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277520.000000 Penalty: 63939.507812
Iteration 161Q: 20 clusters Score -9.827752e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69293 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15981 members 
Mstep: Class 5 contains 50075 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59615 members 
Mstep: Class 9 contains 57804 members 
Mstep: Class 10 contains 58283 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54913 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25587 members 
Mstep: Class 17 contains 11831 members 
Mstep: Class 20 contains 187486 members 
Mstep: Class 21 contains 176329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277448.000000 Penalty: 63939.507812
Iteration 162Q: 20 clusters Score -9.827745e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69279 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 50082 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 57832 members 
Mstep: Class 10 contains 58297 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54885 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25586 members 
Mstep: Class 17 contains 11837 members 
Mstep: Class 20 contains 187459 members 
Mstep: Class 21 contains 176348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277552.000000 Penalty: 63939.507812
Iteration 163Q: 20 clusters Score -9.827755e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69272 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15982 members 
Mstep: Class 5 contains 50085 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59618 members 
Mstep: Class 9 contains 57853 members 
Mstep: Class 10 contains 58318 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54862 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 20 contains 187432 members 
Mstep: Class 21 contains 176354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277480.000000 Penalty: 63939.507812
Iteration 164Q: 20 clusters Score -9.827748e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69265 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15984 members 
Mstep: Class 5 contains 50091 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59616 members 
Mstep: Class 9 contains 57875 members 
Mstep: Class 10 contains 58333 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54837 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 20 contains 187415 members 
Mstep: Class 21 contains 176350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277624.000000 Penalty: 63939.507812
Iteration 165Q: 20 clusters Score -9.827762e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69253 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 15986 members 
Mstep: Class 5 contains 50101 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 57898 members 
Mstep: Class 10 contains 58352 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54822 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 11845 members 
Mstep: Class 20 contains 187402 members 
Mstep: Class 21 contains 176337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277496.000000 Penalty: 63939.507812
Iteration 166Q: 20 clusters Score -9.82775e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69241 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15989 members 
Mstep: Class 5 contains 50106 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59604 members 
Mstep: Class 9 contains 57913 members 
Mstep: Class 10 contains 58366 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54805 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 11850 members 
Mstep: Class 20 contains 187384 members 
Mstep: Class 21 contains 176339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277448.000000 Penalty: 63939.507812
Iteration 167Q: 20 clusters Score -9.827745e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69225 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 50104 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59607 members 
Mstep: Class 9 contains 57935 members 
Mstep: Class 10 contains 58372 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54797 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 11851 members 
Mstep: Class 20 contains 187373 members 
Mstep: Class 21 contains 176341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277568.000000 Penalty: 63939.507812
Iteration 168Q: 20 clusters Score -9.827757e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69216 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15995 members 
Mstep: Class 5 contains 50106 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59602 members 
Mstep: Class 9 contains 57953 members 
Mstep: Class 10 contains 58382 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54782 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 20 contains 187369 members 
Mstep: Class 21 contains 176341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277568.000000 Penalty: 63939.507812
Iteration 169Q: 20 clusters Score -9.827757e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69206 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15996 members 
Mstep: Class 5 contains 50109 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59599 members 
Mstep: Class 9 contains 57968 members 
Mstep: Class 10 contains 58387 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54775 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 20 contains 187368 members 
Mstep: Class 21 contains 176340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277488.000000 Penalty: 63939.507812
Iteration 170Q: 20 clusters Score -9.827749e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 69197 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15994 members 
Mstep: Class 5 contains 50117 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59608 members 
Mstep: Class 9 contains 57976 members 
Mstep: Class 10 contains 58393 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54777 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 11850 members 
Mstep: Class 20 contains 187346 members 
Mstep: Class 21 contains 176343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277544.000000 Penalty: 63939.507812
Iteration 171Q: 20 clusters Score -9.827754e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69185 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 15998 members 
Mstep: Class 5 contains 50116 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59615 members 
Mstep: Class 9 contains 57992 members 
Mstep: Class 10 contains 58401 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54777 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25599 members 
Mstep: Class 17 contains 11848 members 
Mstep: Class 20 contains 187329 members 
Mstep: Class 21 contains 176340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277536.000000 Penalty: 63939.507812
Iteration 172Q: 20 clusters Score -9.827754e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69173 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16006 members 
Mstep: Class 5 contains 50121 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59616 members 
Mstep: Class 9 contains 58001 members 
Mstep: Class 10 contains 58411 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54769 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 11846 members 
Mstep: Class 20 contains 187307 members 
Mstep: Class 21 contains 176353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277424.000000 Penalty: 63939.507812
Iteration 173Q: 20 clusters Score -9.827742e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69165 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16010 members 
Mstep: Class 5 contains 50127 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 58020 members 
Mstep: Class 10 contains 58424 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54757 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25596 members 
Mstep: Class 17 contains 11848 members 
Mstep: Class 20 contains 187290 members 
Mstep: Class 21 contains 176350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277440.000000 Penalty: 63939.507812
Iteration 174Q: 20 clusters Score -9.827744e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69161 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 50127 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59619 members 
Mstep: Class 9 contains 58039 members 
Mstep: Class 10 contains 58443 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54756 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 11850 members 
Mstep: Class 20 contains 187263 members 
Mstep: Class 21 contains 176332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277464.000000 Penalty: 63939.507812
Iteration 175Q: 20 clusters Score -9.827746e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69155 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59618 members 
Mstep: Class 9 contains 58062 members 
Mstep: Class 10 contains 58449 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54750 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 11852 members 
Mstep: Class 20 contains 187250 members 
Mstep: Class 21 contains 176320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277472.000000 Penalty: 63939.507812
Iteration 176Q: 20 clusters Score -9.827747e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69151 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16011 members 
Mstep: Class 5 contains 50128 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59621 members 
Mstep: Class 9 contains 58079 members 
Mstep: Class 10 contains 58455 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54760 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 11853 members 
Mstep: Class 20 contains 187232 members 
Mstep: Class 21 contains 176308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277448.000000 Penalty: 63939.507812
Iteration 177Q: 20 clusters Score -9.827745e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69151 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16013 members 
Mstep: Class 5 contains 50126 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 58101 members 
Mstep: Class 10 contains 58460 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54756 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 11854 members 
Mstep: Class 20 contains 187215 members 
Mstep: Class 21 contains 176298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277568.000000 Penalty: 63939.507812
Iteration 178Q: 20 clusters Score -9.827757e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69144 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16011 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59633 members 
Mstep: Class 9 contains 58123 members 
Mstep: Class 10 contains 58464 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54751 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25599 members 
Mstep: Class 17 contains 11854 members 
Mstep: Class 20 contains 187203 members 
Mstep: Class 21 contains 176288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277480.000000 Penalty: 63939.507812
Iteration 179Q: 20 clusters Score -9.827748e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69135 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 50138 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59633 members 
Mstep: Class 9 contains 58143 members 
Mstep: Class 10 contains 58470 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54751 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25596 members 
Mstep: Class 17 contains 11856 members 
Mstep: Class 20 contains 187198 members 
Mstep: Class 21 contains 176266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277520.000000 Penalty: 63939.507812
Iteration 180F: 20 clusters Score -9.827752e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69128 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 50141 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59635 members 
Mstep: Class 9 contains 58159 members 
Mstep: Class 10 contains 58478 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54756 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 11856 members 
Mstep: Class 20 contains 187197 members 
Mstep: Class 21 contains 176232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277496.000000 Penalty: 63939.507812
Iteration 181Q: 20 clusters Score -9.82775e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 69129 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 50151 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59638 members 
Mstep: Class 9 contains 58170 members 
Mstep: Class 10 contains 58486 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54762 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 11858 members 
Mstep: Class 20 contains 187173 members 
Mstep: Class 21 contains 176211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277672.000000 Penalty: 63939.507812
Iteration 182Q: 20 clusters Score -9.827767e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 69131 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16019 members 
Mstep: Class 5 contains 50151 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59641 members 
Mstep: Class 9 contains 58189 members 
Mstep: Class 10 contains 58495 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54761 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 20 contains 187159 members 
Mstep: Class 21 contains 176191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277696.000000 Penalty: 63939.507812
Iteration 183Q: 20 clusters Score -9.82777e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 69131 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16024 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59635 members 
Mstep: Class 9 contains 58211 members 
Mstep: Class 10 contains 58497 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54764 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25613 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 20 contains 187151 members 
Mstep: Class 21 contains 176163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277616.000000 Penalty: 63939.507812
Iteration 184Q: 20 clusters Score -9.827762e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 69127 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16031 members 
Mstep: Class 5 contains 50169 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59633 members 
Mstep: Class 9 contains 58218 members 
Mstep: Class 10 contains 58490 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54762 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 20 contains 187161 members 
Mstep: Class 21 contains 176145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277688.000000 Penalty: 63939.507812
Iteration 185Q: 20 clusters Score -9.827769e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 69123 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16038 members 
Mstep: Class 5 contains 50176 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59630 members 
Mstep: Class 9 contains 58228 members 
Mstep: Class 10 contains 58486 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54767 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25610 members 
Mstep: Class 17 contains 11856 members 
Mstep: Class 20 contains 187137 members 
Mstep: Class 21 contains 176154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277608.000000 Penalty: 63939.507812
Iteration 186Q: 20 clusters Score -9.827761e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 69118 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16041 members 
Mstep: Class 5 contains 50183 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59626 members 
Mstep: Class 9 contains 58237 members 
Mstep: Class 10 contains 58482 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54768 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 11858 members 
Mstep: Class 20 contains 187143 members 
Mstep: Class 21 contains 176142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277568.000000 Penalty: 63939.507812
Iteration 187Q: 20 clusters Score -9.827757e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69111 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16044 members 
Mstep: Class 5 contains 50195 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59627 members 
Mstep: Class 9 contains 58247 members 
Mstep: Class 10 contains 58478 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 54770 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25604 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 20 contains 187152 members 
Mstep: Class 21 contains 176120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277608.000000 Penalty: 63939.507812
Iteration 188Q: 20 clusters Score -9.827761e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69103 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16045 members 
Mstep: Class 5 contains 50203 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 58254 members 
Mstep: Class 10 contains 58481 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 54768 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 11861 members 
Mstep: Class 20 contains 187166 members 
Mstep: Class 21 contains 176100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277568.000000 Penalty: 63939.507812
Iteration 189Q: 20 clusters Score -9.827757e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69100 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16047 members 
Mstep: Class 5 contains 50202 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59626 members 
Mstep: Class 9 contains 58270 members 
Mstep: Class 10 contains 58485 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54766 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 20 contains 187158 members 
Mstep: Class 21 contains 176090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277560.000000 Penalty: 63939.507812
Iteration 190Q: 20 clusters Score -9.827756e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69093 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 50199 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 58281 members 
Mstep: Class 10 contains 58496 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54754 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25605 members 
Mstep: Class 17 contains 11864 members 
Mstep: Class 20 contains 187160 members 
Mstep: Class 21 contains 176084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277560.000000 Penalty: 63939.507812
Iteration 191Q: 20 clusters Score -9.827756e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69084 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16053 members 
Mstep: Class 5 contains 50201 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 58299 members 
Mstep: Class 10 contains 58500 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54750 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25605 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 20 contains 187168 members 
Mstep: Class 21 contains 176063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277488.000000 Penalty: 63939.507812
Iteration 192Q: 20 clusters Score -9.827749e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69075 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16055 members 
Mstep: Class 5 contains 50202 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 58314 members 
Mstep: Class 10 contains 58502 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54746 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 20 contains 187181 members 
Mstep: Class 21 contains 176049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277400.000000 Penalty: 63939.507812
Iteration 193Q: 20 clusters Score -9.82774e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 69064 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16059 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59615 members 
Mstep: Class 9 contains 58325 members 
Mstep: Class 10 contains 58502 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54742 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25604 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 20 contains 187178 members 
Mstep: Class 21 contains 176051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277528.000000 Penalty: 63939.507812
Iteration 194Q: 20 clusters Score -9.827753e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 69057 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16062 members 
Mstep: Class 5 contains 50214 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 58332 members 
Mstep: Class 10 contains 58508 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54722 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 20 contains 187186 members 
Mstep: Class 21 contains 176046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277416.000000 Penalty: 63939.507812
Iteration 195Q: 20 clusters Score -9.827742e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 69053 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16064 members 
Mstep: Class 5 contains 50216 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 58344 members 
Mstep: Class 10 contains 58511 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54711 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25609 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 20 contains 187183 members 
Mstep: Class 21 contains 176044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277520.000000 Penalty: 63939.507812
Iteration 196Q: 20 clusters Score -9.827752e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 69047 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16067 members 
Mstep: Class 5 contains 50220 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 58349 members 
Mstep: Class 10 contains 58506 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54702 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 20 contains 187174 members 
Mstep: Class 21 contains 176061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277512.000000 Penalty: 63939.507812
Iteration 197Q: 20 clusters Score -9.827751e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 69037 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16069 members 
Mstep: Class 5 contains 50220 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 58352 members 
Mstep: Class 10 contains 58509 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54688 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 20 contains 187173 members 
Mstep: Class 21 contains 176077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277504.000000 Penalty: 63939.507812
Iteration 198Q: 20 clusters Score -9.82775e+07 nChanged 159
Entering ConstructFrom: 
Score: -98277504.000000 Penalty: 63939.507812
Entering ConstructFrom: 
Trying to split cluster 1 (7335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Entering Unmasked Estep 
Score: -901221.562500 Penalty: 2207.302246
	Iteration 0F: 2 clusters Score -901221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -895290.812500 Penalty: 4414.604492
	Iteration 0F: 3 clusters Score -895290.8 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -897274.687500 Penalty: 4414.604492
	Iteration 1F: 3 clusters Score -897274.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -898048.187500 Penalty: 4414.604492
	Iteration 2F: 3 clusters Score -898048.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -898679.312500 Penalty: 4414.604492
	Iteration 3F: 3 clusters Score -898679.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -899149.750000 Penalty: 4414.604492
	Iteration 4F: 3 clusters Score -899149.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -899484.312500 Penalty: 4414.604492
	Iteration 5F: 3 clusters Score -899484.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -899721.187500 Penalty: 4414.604492
	Iteration 6Q: 3 clusters Score -899721.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -899865.500000 Penalty: 4414.604492
	Iteration 7Q: 3 clusters Score -899865.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -899957.937500 Penalty: 4414.604492
	Iteration 8Q: 3 clusters Score -899957.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -900016.875000 Penalty: 4414.604492
	Iteration 9Q: 3 clusters Score -900016.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -900068.812500 Penalty: 4414.604492
	Iteration 10Q: 3 clusters Score -900068.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -900097.562500 Penalty: 4414.604492
	Iteration 11Q: 3 clusters Score -900097.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -900113.500000 Penalty: 4414.604492
	Iteration 12Q: 3 clusters Score -900113.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -900127.000000 Penalty: 4414.604492
	Iteration 13Q: 3 clusters Score -900127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -900137.812500 Penalty: 4414.604492
	Iteration 14Q: 3 clusters Score -900137.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -900144.875000 Penalty: 4414.604492
	Iteration 15Q: 3 clusters Score -900144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -900154.000000 Penalty: 4414.604492
	Iteration 16Q: 3 clusters Score -900154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -900161.625000 Penalty: 4414.604492
	Iteration 17Q: 3 clusters Score -900161.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -900166.375000 Penalty: 4414.604492
	Iteration 18Q: 3 clusters Score -900166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -900170.062500 Penalty: 4414.604492
	Iteration 19Q: 3 clusters Score -900170.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -900178.625000 Penalty: 4414.604492
	Iteration 20F: 3 clusters Score -900178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -900186.750000 Penalty: 4414.604492
	Iteration 21Q: 3 clusters Score -900186.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -900192.312500 Penalty: 4414.604492
	Iteration 22Q: 3 clusters Score -900192.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -900194.375000 Penalty: 4414.604492
	Iteration 23Q: 3 clusters Score -900194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -900195.000000 Penalty: 4414.604492
	Iteration 24Q: 3 clusters Score -900195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -900196.250000 Penalty: 4414.604492
	Iteration 25Q: 3 clusters Score -900196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -900200.750000 Penalty: 4414.604492
	Iteration 26Q: 3 clusters Score -900200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -900201.062500 Penalty: 4414.604492
	Iteration 27Q: 3 clusters Score -900201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -900203.500000 Penalty: 4414.604492
	Iteration 28Q: 3 clusters Score -900203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -900205.437500 Penalty: 4414.604492
	Iteration 29Q: 3 clusters Score -900205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -900205.562500 Penalty: 4414.604492
	Iteration 30Q: 3 clusters Score -900205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -900205.625000 Penalty: 4414.604492
	Iteration 31Q: 3 clusters Score -900205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -900206.062500 Penalty: 4414.604492
	Iteration 32Q: 3 clusters Score -900206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -900209.312500 Penalty: 4414.604492
	Iteration 33Q: 3 clusters Score -900209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -900208.687500 Penalty: 4414.604492
	Iteration 34Q: 3 clusters Score -900208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -900210.062500 Penalty: 4414.604492
	Iteration 35Q: 3 clusters Score -900210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -900209.750000 Penalty: 4414.604492
	Iteration 36Q: 3 clusters Score -900209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -900213.000000 Penalty: 4414.604492
	Iteration 37Q: 3 clusters Score -900213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -900217.062500 Penalty: 4414.604492
	Iteration 38Q: 3 clusters Score -900217.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -900221.687500 Penalty: 4414.604492
	Iteration 39Q: 3 clusters Score -900221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -900226.250000 Penalty: 4414.604492
	Iteration 40F: 3 clusters Score -900226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -900226.437500 Penalty: 4414.604492
	Iteration 41Q: 3 clusters Score -900226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -900227.625000 Penalty: 4414.604492
	Iteration 42Q: 3 clusters Score -900227.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -900227.625000 Penalty: 4414.604492
	Iteration 43F: 3 clusters Score -900227.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Entering Unmasked Estep 
Score: -8637107.000000 Penalty: 2763.285889
	Iteration 0F: 2 clusters Score -8637107 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 34338 members 
Entering Unmasked Estep 
Score: -8591048.000000 Penalty: 5526.571777
	Iteration 0F: 3 clusters Score -8591048 nChanged 32185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -8608878.000000 Penalty: 5526.571777
	Iteration 1F: 3 clusters Score -8608878 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -8609398.000000 Penalty: 5526.571777
	Iteration 2Q: 3 clusters Score -8609398 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -8609870.000000 Penalty: 5526.571777
	Iteration 3Q: 3 clusters Score -8609870 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -8610618.000000 Penalty: 5526.571777
	Iteration 4Q: 3 clusters Score -8610618 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -8611840.000000 Penalty: 5526.571777
	Iteration 5Q: 3 clusters Score -8611840 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8614115.000000 Penalty: 5526.571777
	Iteration 6F: 3 clusters Score -8614115 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -8618136.000000 Penalty: 5526.571777
	Iteration 7F: 3 clusters Score -8618136 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -8623476.000000 Penalty: 5526.571777
	Iteration 8F: 3 clusters Score -8623476 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8628940.000000 Penalty: 5526.571777
	Iteration 9F: 3 clusters Score -8628940 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8632458.000000 Penalty: 5526.571777
	Iteration 10F: 3 clusters Score -8632458 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8633836.000000 Penalty: 5526.571777
	Iteration 11Q: 3 clusters Score -8633836 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8634352.000000 Penalty: 5526.571777
	Iteration 12Q: 3 clusters Score -8634352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8634518.000000 Penalty: 5526.571777
	Iteration 13Q: 3 clusters Score -8634518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8634535.000000 Penalty: 5526.571777
	Iteration 14Q: 3 clusters Score -8634535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8634564.000000 Penalty: 5526.571777
	Iteration 15Q: 3 clusters Score -8634564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8634570.000000 Penalty: 5526.571777
	Iteration 16Q: 3 clusters Score -8634570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8634575.000000 Penalty: 5526.571777
	Iteration 17Q: 3 clusters Score -8634575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8634583.000000 Penalty: 5526.571777
	Iteration 18Q: 3 clusters Score -8634583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8634591.000000 Penalty: 5526.571777
	Iteration 19Q: 3 clusters Score -8634591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8634600.000000 Penalty: 5526.571777
	Iteration 20F: 3 clusters Score -8634600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8634599.000000 Penalty: 5526.571777
	Iteration 21Q: 3 clusters Score -8634599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8634608.000000 Penalty: 5526.571777
	Iteration 22Q: 3 clusters Score -8634608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8634608.000000 Penalty: 5526.571777
	Iteration 23F: 3 clusters Score -8634608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -37499.425781 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -37499.43 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 199 members 
Entering Unmasked Estep 
Score: -36120.757812 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -36120.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36328.589844 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -36328.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36434.949219 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -36434.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36508.125000 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -36508.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36558.460938 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -36558.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36612.136719 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -36612.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36639.507812 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -36639.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36653.500000 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -36653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36662.878906 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -36662.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36671.296875 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -36671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36693.144531 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -36693.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36700.343750 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -36700.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36726.398438 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -36726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36783.933594 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -36783.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36828.445312 Penalty: 2942.393555
	Iteration 14Q: 3 clusters Score -36828.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36839.468750 Penalty: 2942.393555
	Iteration 15Q: 3 clusters Score -36839.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36858.664062 Penalty: 2942.393555
	Iteration 16Q: 3 clusters Score -36858.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36874.433594 Penalty: 2942.393555
	Iteration 17Q: 3 clusters Score -36874.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36878.503906 Penalty: 2942.393555
	Iteration 18Q: 3 clusters Score -36878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36881.675781 Penalty: 2942.393555
	Iteration 19Q: 3 clusters Score -36881.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36893.492188 Penalty: 2942.393555
	Iteration 20F: 3 clusters Score -36893.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36906.253906 Penalty: 2942.393555
	Iteration 21Q: 3 clusters Score -36906.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36911.675781 Penalty: 2942.393555
	Iteration 22Q: 3 clusters Score -36911.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36919.652344 Penalty: 2942.393555
	Iteration 23Q: 3 clusters Score -36919.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36923.773438 Penalty: 2942.393555
	Iteration 24Q: 3 clusters Score -36923.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36937.136719 Penalty: 2942.393555
	Iteration 25Q: 3 clusters Score -36937.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36950.761719 Penalty: 2942.393555
	Iteration 26Q: 3 clusters Score -36950.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36957.488281 Penalty: 2942.393555
	Iteration 27Q: 3 clusters Score -36957.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36973.027344 Penalty: 2942.393555
	Iteration 28Q: 3 clusters Score -36973.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36982.929688 Penalty: 2942.393555
	Iteration 29Q: 3 clusters Score -36982.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36992.480469 Penalty: 2942.393555
	Iteration 30Q: 3 clusters Score -36992.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37024.359375 Penalty: 2942.393555
	Iteration 31Q: 3 clusters Score -37024.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37053.351562 Penalty: 2942.393555
	Iteration 32Q: 3 clusters Score -37053.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37128.855469 Penalty: 2942.393555
	Iteration 33Q: 3 clusters Score -37128.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37175.015625 Penalty: 2942.393555
	Iteration 34Q: 3 clusters Score -37175.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37259.289062 Penalty: 2942.393555
	Iteration 35Q: 3 clusters Score -37259.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37291.496094 Penalty: 2942.393555
	Iteration 36Q: 3 clusters Score -37291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37291.496094 Penalty: 2942.393555
	Iteration 37F: 3 clusters Score -37291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Entering Unmasked Estep 
Score: -2090519.625000 Penalty: 2401.885010
	Iteration 0F: 2 clusters Score -2090520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2078864.375000 Penalty: 4803.770020
	Iteration 0F: 3 clusters Score -2078864 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2082422.750000 Penalty: 4803.770020
	Iteration 1F: 3 clusters Score -2082423 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2082751.250000 Penalty: 4803.770020
	Iteration 2F: 3 clusters Score -2082751 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2083000.375000 Penalty: 4803.770020
	Iteration 3Q: 3 clusters Score -2083000 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2083196.375000 Penalty: 4803.770020
	Iteration 4Q: 3 clusters Score -2083196 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2083365.625000 Penalty: 4803.770020
	Iteration 5Q: 3 clusters Score -2083366 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2083537.500000 Penalty: 4803.770020
	Iteration 6Q: 3 clusters Score -2083538 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2083716.625000 Penalty: 4803.770020
	Iteration 7Q: 3 clusters Score -2083717 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2083890.125000 Penalty: 4803.770020
	Iteration 8Q: 3 clusters Score -2083890 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2084143.500000 Penalty: 4803.770020
	Iteration 9Q: 3 clusters Score -2084144 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2084491.375000 Penalty: 4803.770020
	Iteration 10Q: 3 clusters Score -2084491 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2084934.375000 Penalty: 4803.770020
	Iteration 11Q: 3 clusters Score -2084934 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2085460.875000 Penalty: 4803.770020
	Iteration 12Q: 3 clusters Score -2085461 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2086034.750000 Penalty: 4803.770020
	Iteration 13Q: 3 clusters Score -2086035 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2086553.250000 Penalty: 4803.770020
	Iteration 14Q: 3 clusters Score -2086553 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2087014.250000 Penalty: 4803.770020
	Iteration 15Q: 3 clusters Score -2087014 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2087405.750000 Penalty: 4803.770020
	Iteration 16Q: 3 clusters Score -2087406 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2087698.375000 Penalty: 4803.770020
	Iteration 17Q: 3 clusters Score -2087698 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2087913.625000 Penalty: 4803.770020
	Iteration 18Q: 3 clusters Score -2087914 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2088058.625000 Penalty: 4803.770020
	Iteration 19Q: 3 clusters Score -2088059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2088172.875000 Penalty: 4803.770020
	Iteration 20F: 3 clusters Score -2088173 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2088263.750000 Penalty: 4803.770020
	Iteration 21Q: 3 clusters Score -2088264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2088332.500000 Penalty: 4803.770020
	Iteration 22Q: 3 clusters Score -2088332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2088369.750000 Penalty: 4803.770020
	Iteration 23Q: 3 clusters Score -2088370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2088386.375000 Penalty: 4803.770020
	Iteration 24Q: 3 clusters Score -2088386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2088399.125000 Penalty: 4803.770020
	Iteration 25Q: 3 clusters Score -2088399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2088417.375000 Penalty: 4803.770020
	Iteration 26Q: 3 clusters Score -2088417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2088432.625000 Penalty: 4803.770020
	Iteration 27Q: 3 clusters Score -2088433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2088447.125000 Penalty: 4803.770020
	Iteration 28Q: 3 clusters Score -2088447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2088457.375000 Penalty: 4803.770020
	Iteration 29Q: 3 clusters Score -2088457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2088466.125000 Penalty: 4803.770020
	Iteration 30Q: 3 clusters Score -2088466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2088468.875000 Penalty: 4803.770020
	Iteration 31Q: 3 clusters Score -2088469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2088470.125000 Penalty: 4803.770020
	Iteration 32Q: 3 clusters Score -2088470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2088470.250000 Penalty: 4803.770020
	Iteration 33Q: 3 clusters Score -2088470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2088471.250000 Penalty: 4803.770020
	Iteration 34Q: 3 clusters Score -2088471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2088471.250000 Penalty: 4803.770020
	Iteration 35F: 3 clusters Score -2088471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Entering Unmasked Estep 
Score: -6496987.000000 Penalty: 2684.384033
	Iteration 0F: 2 clusters Score -6496987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6462924.000000 Penalty: 5368.768066
	Iteration 0F: 3 clusters Score -6462924 nChanged 23285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -6475849.500000 Penalty: 5368.768066
	Iteration 1F: 3 clusters Score -6475850 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6476318.500000 Penalty: 5368.768066
	Iteration 2Q: 3 clusters Score -6476318 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6476807.500000 Penalty: 5368.768066
	Iteration 3Q: 3 clusters Score -6476808 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6477330.000000 Penalty: 5368.768066
	Iteration 4Q: 3 clusters Score -6477330 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6478010.000000 Penalty: 5368.768066
	Iteration 5Q: 3 clusters Score -6478010 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6478874.000000 Penalty: 5368.768066
	Iteration 6Q: 3 clusters Score -6478874 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -6480065.500000 Penalty: 5368.768066
	Iteration 7Q: 3 clusters Score -6480066 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -6481709.500000 Penalty: 5368.768066
	Iteration 8F: 3 clusters Score -6481710 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -6483690.500000 Penalty: 5368.768066
	Iteration 9F: 3 clusters Score -6483690 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -6485930.000000 Penalty: 5368.768066
	Iteration 10F: 3 clusters Score -6485930 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -6488382.000000 Penalty: 5368.768066
	Iteration 11F: 3 clusters Score -6488382 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -6490645.000000 Penalty: 5368.768066
	Iteration 12F: 3 clusters Score -6490645 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -6492232.000000 Penalty: 5368.768066
	Iteration 13Q: 3 clusters Score -6492232 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6493287.500000 Penalty: 5368.768066
	Iteration 14Q: 3 clusters Score -6493288 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -6493895.000000 Penalty: 5368.768066
	Iteration 15Q: 3 clusters Score -6493895 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -6494151.500000 Penalty: 5368.768066
	Iteration 16Q: 3 clusters Score -6494152 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -6494315.500000 Penalty: 5368.768066
	Iteration 17Q: 3 clusters Score -6494316 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -6494424.500000 Penalty: 5368.768066
	Iteration 18Q: 3 clusters Score -6494424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -6494512.000000 Penalty: 5368.768066
	Iteration 19Q: 3 clusters Score -6494512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6494564.000000 Penalty: 5368.768066
	Iteration 20F: 3 clusters Score -6494564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -6494583.000000 Penalty: 5368.768066
	Iteration 21Q: 3 clusters Score -6494583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6494597.500000 Penalty: 5368.768066
	Iteration 22Q: 3 clusters Score -6494598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6494612.500000 Penalty: 5368.768066
	Iteration 23Q: 3 clusters Score -6494612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -6494624.000000 Penalty: 5368.768066
	Iteration 24Q: 3 clusters Score -6494624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -6494636.000000 Penalty: 5368.768066
	Iteration 25Q: 3 clusters Score -6494636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6494641.500000 Penalty: 5368.768066
	Iteration 26Q: 3 clusters Score -6494642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6494652.500000 Penalty: 5368.768066
	Iteration 27Q: 3 clusters Score -6494652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6494666.000000 Penalty: 5368.768066
	Iteration 28Q: 3 clusters Score -6494666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6494665.500000 Penalty: 5368.768066
	Iteration 29Q: 3 clusters Score -6494666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -6494665.000000 Penalty: 5368.768066
	Iteration 30Q: 3 clusters Score -6494665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -6494666.500000 Penalty: 5368.768066
	Iteration 31Q: 3 clusters Score -6494666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6494666.500000 Penalty: 5368.768066
	Iteration 32Q: 3 clusters Score -6494666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6494674.500000 Penalty: 5368.768066
	Iteration 33Q: 3 clusters Score -6494674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6494673.000000 Penalty: 5368.768066
	Iteration 34Q: 3 clusters Score -6494673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6494675.500000 Penalty: 5368.768066
	Iteration 35Q: 3 clusters Score -6494676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6494675.500000 Penalty: 5368.768066
	Iteration 36F: 3 clusters Score -6494676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -59623.152344 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -59623.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58154.859375 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -58154.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58342.406250 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -58342.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58428.585938 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -58428.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58453.484375 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -58453.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58467.015625 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -58467.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58471.789062 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -58471.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58477.089844 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -58477.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58478.542969 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -58478.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58478.542969 Penalty: 3079.460693
	Iteration 8F: 3 clusters Score -58478.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -115508.312500 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -115508.3 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 552 members 
Entering Unmasked Estep 
Score: -113576.390625 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -113576.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114060.710938 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -114060.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114323.375000 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -114323.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114543.406250 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -114543.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114728.414062 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -114728.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -114920.468750 Penalty: 3458.877441
	Iteration 5F: 3 clusters Score -114920.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115044.460938 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -115044.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115111.554688 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -115111.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115169.359375 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -115169.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115200.546875 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -115200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115204.164062 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -115204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115204.164062 Penalty: 3458.877441
	Iteration 11F: 3 clusters Score -115204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Entering Unmasked Estep 
Score: -7688479.500000 Penalty: 2726.920166
	Iteration 0F: 2 clusters Score -7688480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -7648542.500000 Penalty: 5453.840332
	Iteration 0F: 3 clusters Score -7648542 nChanged 27660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -7664012.000000 Penalty: 5453.840332
	Iteration 1F: 3 clusters Score -7664012 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -7664626.000000 Penalty: 5453.840332
	Iteration 2Q: 3 clusters Score -7664626 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -7665255.500000 Penalty: 5453.840332
	Iteration 3Q: 3 clusters Score -7665256 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -7666124.500000 Penalty: 5453.840332
	Iteration 4Q: 3 clusters Score -7666124 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -7667030.000000 Penalty: 5453.840332
	Iteration 5Q: 3 clusters Score -7667030 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -7668391.500000 Penalty: 5453.840332
	Iteration 6Q: 3 clusters Score -7668392 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -7670354.000000 Penalty: 5453.840332
	Iteration 7F: 3 clusters Score -7670354 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7673216.500000 Penalty: 5453.840332
	Iteration 8F: 3 clusters Score -7673216 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -7676892.500000 Penalty: 5453.840332
	Iteration 9F: 3 clusters Score -7676892 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -7680055.000000 Penalty: 5453.840332
	Iteration 10F: 3 clusters Score -7680055 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -7681654.500000 Penalty: 5453.840332
	Iteration 11Q: 3 clusters Score -7681654 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -7682340.000000 Penalty: 5453.840332
	Iteration 12Q: 3 clusters Score -7682340 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -7682757.500000 Penalty: 5453.840332
	Iteration 13Q: 3 clusters Score -7682758 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -7683053.000000 Penalty: 5453.840332
	Iteration 14Q: 3 clusters Score -7683053 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -7683322.500000 Penalty: 5453.840332
	Iteration 15Q: 3 clusters Score -7683322 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -7683533.000000 Penalty: 5453.840332
	Iteration 16Q: 3 clusters Score -7683533 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -7683731.500000 Penalty: 5453.840332
	Iteration 17Q: 3 clusters Score -7683732 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -7683986.000000 Penalty: 5453.840332
	Iteration 18Q: 3 clusters Score -7683986 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -7684138.500000 Penalty: 5453.840332
	Iteration 19Q: 3 clusters Score -7684138 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -7684294.500000 Penalty: 5453.840332
	Iteration 20F: 3 clusters Score -7684294 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -7684454.000000 Penalty: 5453.840332
	Iteration 21Q: 3 clusters Score -7684454 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7684614.500000 Penalty: 5453.840332
	Iteration 22Q: 3 clusters Score -7684614 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7684775.000000 Penalty: 5453.840332
	Iteration 23Q: 3 clusters Score -7684775 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7684872.000000 Penalty: 5453.840332
	Iteration 24Q: 3 clusters Score -7684872 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -7684927.000000 Penalty: 5453.840332
	Iteration 25Q: 3 clusters Score -7684927 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -7685062.500000 Penalty: 5453.840332
	Iteration 26Q: 3 clusters Score -7685062 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -7685174.000000 Penalty: 5453.840332
	Iteration 27Q: 3 clusters Score -7685174 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -7685289.500000 Penalty: 5453.840332
	Iteration 28Q: 3 clusters Score -7685290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -7685402.000000 Penalty: 5453.840332
	Iteration 29Q: 3 clusters Score -7685402 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -7685491.000000 Penalty: 5453.840332
	Iteration 30Q: 3 clusters Score -7685491 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -7685578.000000 Penalty: 5453.840332
	Iteration 31Q: 3 clusters Score -7685578 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -7685636.000000 Penalty: 5453.840332
	Iteration 32Q: 3 clusters Score -7685636 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -7685707.000000 Penalty: 5453.840332
	Iteration 33Q: 3 clusters Score -7685707 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7685752.000000 Penalty: 5453.840332
	Iteration 34Q: 3 clusters Score -7685752 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -7685782.000000 Penalty: 5453.840332
	Iteration 35Q: 3 clusters Score -7685782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7685857.000000 Penalty: 5453.840332
	Iteration 36Q: 3 clusters Score -7685857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -7685905.000000 Penalty: 5453.840332
	Iteration 37Q: 3 clusters Score -7685905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7685936.500000 Penalty: 5453.840332
	Iteration 38Q: 3 clusters Score -7685936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7685969.000000 Penalty: 5453.840332
	Iteration 39Q: 3 clusters Score -7685969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -7686006.000000 Penalty: 5453.840332
	Iteration 40F: 3 clusters Score -7686006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -7686032.500000 Penalty: 5453.840332
	Iteration 41Q: 3 clusters Score -7686032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7686048.500000 Penalty: 5453.840332
	Iteration 42Q: 3 clusters Score -7686048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7686063.000000 Penalty: 5453.840332
	Iteration 43Q: 3 clusters Score -7686063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7686074.500000 Penalty: 5453.840332
	Iteration 44Q: 3 clusters Score -7686074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -7686089.000000 Penalty: 5453.840332
	Iteration 45Q: 3 clusters Score -7686089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -7686101.500000 Penalty: 5453.840332
	Iteration 46Q: 3 clusters Score -7686102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -7686115.000000 Penalty: 5453.840332
	Iteration 47Q: 3 clusters Score -7686115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -7686123.000000 Penalty: 5453.840332
	Iteration 48Q: 3 clusters Score -7686123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -7686131.500000 Penalty: 5453.840332
	Iteration 49Q: 3 clusters Score -7686132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -7686124.500000 Penalty: 5453.840332
	Iteration 50Q: 3 clusters Score -7686124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7686132.000000 Penalty: 5453.840332
	Iteration 51Q: 3 clusters Score -7686132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -7686142.000000 Penalty: 5453.840332
	Iteration 52Q: 3 clusters Score -7686142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -7686147.500000 Penalty: 5453.840332
	Iteration 53Q: 3 clusters Score -7686148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -7686149.000000 Penalty: 5453.840332
	Iteration 54Q: 3 clusters Score -7686149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -7686170.000000 Penalty: 5453.840332
	Iteration 55Q: 3 clusters Score -7686170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -7686160.000000 Penalty: 5453.840332
	Iteration 56Q: 3 clusters Score -7686160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -7686169.500000 Penalty: 5453.840332
	Iteration 57Q: 3 clusters Score -7686170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -7686167.500000 Penalty: 5453.840332
	Iteration 58Q: 3 clusters Score -7686168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -7686164.500000 Penalty: 5453.840332
	Iteration 59Q: 3 clusters Score -7686164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -7686162.500000 Penalty: 5453.840332
	Iteration 60F: 3 clusters Score -7686162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -7686162.000000 Penalty: 5453.840332
	Iteration 61Q: 3 clusters Score -7686162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -7686168.500000 Penalty: 5453.840332
	Iteration 62Q: 3 clusters Score -7686168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 58123 members 
Entering Unmasked Estep 
Score: -7686169.000000 Penalty: 5453.840332
	Iteration 63Q: 3 clusters Score -7686169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -7686172.500000 Penalty: 5453.840332
	Iteration 64Q: 3 clusters Score -7686172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -7686169.000000 Penalty: 5453.840332
	Iteration 65Q: 3 clusters Score -7686169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -7686169.500000 Penalty: 5453.840332
	Iteration 66Q: 3 clusters Score -7686170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -7686168.500000 Penalty: 5453.840332
	Iteration 67Q: 3 clusters Score -7686168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -7686172.000000 Penalty: 5453.840332
	Iteration 68Q: 3 clusters Score -7686172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -7686175.000000 Penalty: 5453.840332
	Iteration 69Q: 3 clusters Score -7686175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -7686174.000000 Penalty: 5453.840332
	Iteration 70Q: 3 clusters Score -7686174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -7686176.500000 Penalty: 5453.840332
	Iteration 71Q: 3 clusters Score -7686176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -7686186.000000 Penalty: 5453.840332
	Iteration 72Q: 3 clusters Score -7686186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -7686186.500000 Penalty: 5453.840332
	Iteration 73Q: 3 clusters Score -7686186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -7686179.000000 Penalty: 5453.840332
	Iteration 74Q: 3 clusters Score -7686179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -7686184.500000 Penalty: 5453.840332
	Iteration 75Q: 3 clusters Score -7686184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -7686191.000000 Penalty: 5453.840332
	Iteration 76Q: 3 clusters Score -7686191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -7686197.000000 Penalty: 5453.840332
	Iteration 77Q: 3 clusters Score -7686197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -7686192.000000 Penalty: 5453.840332
	Iteration 78Q: 3 clusters Score -7686192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -7686194.000000 Penalty: 5453.840332
	Iteration 79Q: 3 clusters Score -7686194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -7686193.000000 Penalty: 5453.840332
	Iteration 80F: 3 clusters Score -7686193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -7686189.500000 Penalty: 5453.840332
	Iteration 81Q: 3 clusters Score -7686190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -7686199.500000 Penalty: 5453.840332
	Iteration 82Q: 3 clusters Score -7686200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -7686210.500000 Penalty: 5453.840332
	Iteration 83Q: 3 clusters Score -7686210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -7686209.500000 Penalty: 5453.840332
	Iteration 84Q: 3 clusters Score -7686210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7686209.000000 Penalty: 5453.840332
	Iteration 85Q: 3 clusters Score -7686209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -7686212.500000 Penalty: 5453.840332
	Iteration 86Q: 3 clusters Score -7686212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -7686209.000000 Penalty: 5453.840332
	Iteration 87Q: 3 clusters Score -7686209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -7686218.500000 Penalty: 5453.840332
	Iteration 88Q: 3 clusters Score -7686218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -7686216.500000 Penalty: 5453.840332
	Iteration 89Q: 3 clusters Score -7686216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -7686231.000000 Penalty: 5453.840332
	Iteration 90Q: 3 clusters Score -7686231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -7686227.500000 Penalty: 5453.840332
	Iteration 91Q: 3 clusters Score -7686228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -7686228.000000 Penalty: 5453.840332
	Iteration 92Q: 3 clusters Score -7686228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -7686221.500000 Penalty: 5453.840332
	Iteration 93Q: 3 clusters Score -7686222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -7686223.500000 Penalty: 5453.840332
	Iteration 94Q: 3 clusters Score -7686224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -7686220.000000 Penalty: 5453.840332
	Iteration 95Q: 3 clusters Score -7686220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -7686227.500000 Penalty: 5453.840332
	Iteration 96Q: 3 clusters Score -7686228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -7686231.000000 Penalty: 5453.840332
	Iteration 97Q: 3 clusters Score -7686231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -7686235.500000 Penalty: 5453.840332
	Iteration 98Q: 3 clusters Score -7686236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -7686235.000000 Penalty: 5453.840332
	Iteration 99Q: 3 clusters Score -7686235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -7686235.500000 Penalty: 5453.840332
	Iteration 100F: 3 clusters Score -7686236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -7686235.500000 Penalty: 5453.840332
	Iteration 101Q: 3 clusters Score -7686236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7686242.500000 Penalty: 5453.840332
	Iteration 102Q: 3 clusters Score -7686242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -7686240.000000 Penalty: 5453.840332
	Iteration 103Q: 3 clusters Score -7686240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -7686248.000000 Penalty: 5453.840332
	Iteration 104Q: 3 clusters Score -7686248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -7686239.000000 Penalty: 5453.840332
	Iteration 105Q: 3 clusters Score -7686239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -7686249.000000 Penalty: 5453.840332
	Iteration 106Q: 3 clusters Score -7686249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -7686239.000000 Penalty: 5453.840332
	Iteration 107Q: 3 clusters Score -7686239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -7686239.000000 Penalty: 5453.840332
	Iteration 108F: 3 clusters Score -7686239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Entering Unmasked Estep 
Score: -7521886.000000 Penalty: 2721.639160
	Iteration 0F: 2 clusters Score -7521886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -7482851.500000 Penalty: 5443.278320
	Iteration 0F: 3 clusters Score -7482852 nChanged 26918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -7497682.000000 Penalty: 5443.278320
	Iteration 1F: 3 clusters Score -7497682 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -7498207.000000 Penalty: 5443.278320
	Iteration 2Q: 3 clusters Score -7498207 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -7498707.500000 Penalty: 5443.278320
	Iteration 3Q: 3 clusters Score -7498708 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7499233.000000 Penalty: 5443.278320
	Iteration 4Q: 3 clusters Score -7499233 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7499786.500000 Penalty: 5443.278320
	Iteration 5Q: 3 clusters Score -7499786 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7500588.500000 Penalty: 5443.278320
	Iteration 6Q: 3 clusters Score -7500588 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7501967.500000 Penalty: 5443.278320
	Iteration 7Q: 3 clusters Score -7501968 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -7504260.000000 Penalty: 5443.278320
	Iteration 8F: 3 clusters Score -7504260 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -7507803.500000 Penalty: 5443.278320
	Iteration 9F: 3 clusters Score -7507804 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -7512170.500000 Penalty: 5443.278320
	Iteration 10F: 3 clusters Score -7512170 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -7515906.500000 Penalty: 5443.278320
	Iteration 11F: 3 clusters Score -7515906 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -7518085.000000 Penalty: 5443.278320
	Iteration 12Q: 3 clusters Score -7518085 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -7519064.500000 Penalty: 5443.278320
	Iteration 13Q: 3 clusters Score -7519064 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7519481.000000 Penalty: 5443.278320
	Iteration 14Q: 3 clusters Score -7519481 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -7519651.000000 Penalty: 5443.278320
	Iteration 15Q: 3 clusters Score -7519651 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7519735.500000 Penalty: 5443.278320
	Iteration 16Q: 3 clusters Score -7519736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -7519777.500000 Penalty: 5443.278320
	Iteration 17Q: 3 clusters Score -7519778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7519822.000000 Penalty: 5443.278320
	Iteration 18Q: 3 clusters Score -7519822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -7519837.000000 Penalty: 5443.278320
	Iteration 19Q: 3 clusters Score -7519837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -7519837.000000 Penalty: 5443.278320
	Iteration 20F: 3 clusters Score -7519837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -7519850.500000 Penalty: 5443.278320
	Iteration 21Q: 3 clusters Score -7519850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -7519846.000000 Penalty: 5443.278320
	Iteration 22Q: 3 clusters Score -7519846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -7519848.000000 Penalty: 5443.278320
	Iteration 23Q: 3 clusters Score -7519848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -7519848.000000 Penalty: 5443.278320
	Iteration 24F: 3 clusters Score -7519848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Entering Unmasked Estep 
Score: -7571709.000000 Penalty: 2722.288574
	Iteration 0F: 2 clusters Score -7571709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -7532335.000000 Penalty: 5444.577148
	Iteration 0F: 3 clusters Score -7532335 nChanged 27276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -7547731.000000 Penalty: 5444.577148
	Iteration 1F: 3 clusters Score -7547731 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -7548396.000000 Penalty: 5444.577148
	Iteration 2Q: 3 clusters Score -7548396 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -7549420.500000 Penalty: 5444.577148
	Iteration 3Q: 3 clusters Score -7549420 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -7550997.000000 Penalty: 5444.577148
	Iteration 4F: 3 clusters Score -7550997 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7553349.500000 Penalty: 5444.577148
	Iteration 5F: 3 clusters Score -7553350 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -7556545.000000 Penalty: 5444.577148
	Iteration 6F: 3 clusters Score -7556545 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -7560152.500000 Penalty: 5444.577148
	Iteration 7F: 3 clusters Score -7560152 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -7563253.000000 Penalty: 5444.577148
	Iteration 8F: 3 clusters Score -7563253 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -7565098.000000 Penalty: 5444.577148
	Iteration 9Q: 3 clusters Score -7565098 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -7566120.000000 Penalty: 5444.577148
	Iteration 10Q: 3 clusters Score -7566120 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -7566799.500000 Penalty: 5444.577148
	Iteration 11Q: 3 clusters Score -7566800 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -7567263.500000 Penalty: 5444.577148
	Iteration 12Q: 3 clusters Score -7567264 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7567616.500000 Penalty: 5444.577148
	Iteration 13Q: 3 clusters Score -7567616 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -7567896.000000 Penalty: 5444.577148
	Iteration 14Q: 3 clusters Score -7567896 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -7568120.500000 Penalty: 5444.577148
	Iteration 15Q: 3 clusters Score -7568120 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7568294.500000 Penalty: 5444.577148
	Iteration 16Q: 3 clusters Score -7568294 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7568442.000000 Penalty: 5444.577148
	Iteration 17Q: 3 clusters Score -7568442 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7568574.000000 Penalty: 5444.577148
	Iteration 18Q: 3 clusters Score -7568574 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7568665.500000 Penalty: 5444.577148
	Iteration 19Q: 3 clusters Score -7568666 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7568726.500000 Penalty: 5444.577148
	Iteration 20F: 3 clusters Score -7568726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7568791.500000 Penalty: 5444.577148
	Iteration 21Q: 3 clusters Score -7568792 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7568850.000000 Penalty: 5444.577148
	Iteration 22Q: 3 clusters Score -7568850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7568880.500000 Penalty: 5444.577148
	Iteration 23Q: 3 clusters Score -7568880 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7568966.500000 Penalty: 5444.577148
	Iteration 24Q: 3 clusters Score -7568966 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7569022.500000 Penalty: 5444.577148
	Iteration 25Q: 3 clusters Score -7569022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7569071.000000 Penalty: 5444.577148
	Iteration 26Q: 3 clusters Score -7569071 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7569120.000000 Penalty: 5444.577148
	Iteration 27Q: 3 clusters Score -7569120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7569146.500000 Penalty: 5444.577148
	Iteration 28Q: 3 clusters Score -7569146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7569180.500000 Penalty: 5444.577148
	Iteration 29Q: 3 clusters Score -7569180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7569206.500000 Penalty: 5444.577148
	Iteration 30Q: 3 clusters Score -7569206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7569243.500000 Penalty: 5444.577148
	Iteration 31Q: 3 clusters Score -7569244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7569277.500000 Penalty: 5444.577148
	Iteration 32Q: 3 clusters Score -7569278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7569291.500000 Penalty: 5444.577148
	Iteration 33Q: 3 clusters Score -7569292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7569308.000000 Penalty: 5444.577148
	Iteration 34Q: 3 clusters Score -7569308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7569328.500000 Penalty: 5444.577148
	Iteration 35Q: 3 clusters Score -7569328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7569350.000000 Penalty: 5444.577148
	Iteration 36Q: 3 clusters Score -7569350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7569359.000000 Penalty: 5444.577148
	Iteration 37Q: 3 clusters Score -7569359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7569374.500000 Penalty: 5444.577148
	Iteration 38Q: 3 clusters Score -7569374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7569371.500000 Penalty: 5444.577148
	Iteration 39Q: 3 clusters Score -7569372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7569385.000000 Penalty: 5444.577148
	Iteration 40F: 3 clusters Score -7569385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7569387.000000 Penalty: 5444.577148
	Iteration 41Q: 3 clusters Score -7569387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7569400.000000 Penalty: 5444.577148
	Iteration 42Q: 3 clusters Score -7569400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7569409.500000 Penalty: 5444.577148
	Iteration 43Q: 3 clusters Score -7569410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7569420.500000 Penalty: 5444.577148
	Iteration 44Q: 3 clusters Score -7569420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7569414.000000 Penalty: 5444.577148
	Iteration 45Q: 3 clusters Score -7569414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7569428.000000 Penalty: 5444.577148
	Iteration 46Q: 3 clusters Score -7569428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7569426.500000 Penalty: 5444.577148
	Iteration 47Q: 3 clusters Score -7569426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7569430.500000 Penalty: 5444.577148
	Iteration 48Q: 3 clusters Score -7569430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7569436.500000 Penalty: 5444.577148
	Iteration 49Q: 3 clusters Score -7569436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7569429.500000 Penalty: 5444.577148
	Iteration 50Q: 3 clusters Score -7569430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7569437.000000 Penalty: 5444.577148
	Iteration 51Q: 3 clusters Score -7569437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7569434.000000 Penalty: 5444.577148
	Iteration 52Q: 3 clusters Score -7569434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7569441.000000 Penalty: 5444.577148
	Iteration 53Q: 3 clusters Score -7569441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7569438.500000 Penalty: 5444.577148
	Iteration 54Q: 3 clusters Score -7569438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7569443.000000 Penalty: 5444.577148
	Iteration 55Q: 3 clusters Score -7569443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7569450.000000 Penalty: 5444.577148
	Iteration 56Q: 3 clusters Score -7569450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7569452.000000 Penalty: 5444.577148
	Iteration 57Q: 3 clusters Score -7569452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7569446.000000 Penalty: 5444.577148
	Iteration 58Q: 3 clusters Score -7569446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7569456.000000 Penalty: 5444.577148
	Iteration 59Q: 3 clusters Score -7569456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7569461.000000 Penalty: 5444.577148
	Iteration 60F: 3 clusters Score -7569461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7569454.000000 Penalty: 5444.577148
	Iteration 61Q: 3 clusters Score -7569454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7569456.500000 Penalty: 5444.577148
	Iteration 62Q: 3 clusters Score -7569456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7569467.000000 Penalty: 5444.577148
	Iteration 63Q: 3 clusters Score -7569467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7569465.500000 Penalty: 5444.577148
	Iteration 64Q: 3 clusters Score -7569466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7569468.500000 Penalty: 5444.577148
	Iteration 65Q: 3 clusters Score -7569468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7569482.500000 Penalty: 5444.577148
	Iteration 66Q: 3 clusters Score -7569482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7569483.500000 Penalty: 5444.577148
	Iteration 67Q: 3 clusters Score -7569484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7569488.500000 Penalty: 5444.577148
	Iteration 68Q: 3 clusters Score -7569488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7569493.000000 Penalty: 5444.577148
	Iteration 69Q: 3 clusters Score -7569493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7569517.000000 Penalty: 5444.577148
	Iteration 70Q: 3 clusters Score -7569517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7569522.000000 Penalty: 5444.577148
	Iteration 71Q: 3 clusters Score -7569522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7569531.000000 Penalty: 5444.577148
	Iteration 72Q: 3 clusters Score -7569531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7569521.000000 Penalty: 5444.577148
	Iteration 73Q: 3 clusters Score -7569521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7569517.500000 Penalty: 5444.577148
	Iteration 74Q: 3 clusters Score -7569518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7569516.000000 Penalty: 5444.577148
	Iteration 75Q: 3 clusters Score -7569516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7569522.500000 Penalty: 5444.577148
	Iteration 76Q: 3 clusters Score -7569522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7569530.000000 Penalty: 5444.577148
	Iteration 77Q: 3 clusters Score -7569530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7569526.500000 Penalty: 5444.577148
	Iteration 78Q: 3 clusters Score -7569526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7569528.000000 Penalty: 5444.577148
	Iteration 79Q: 3 clusters Score -7569528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7569530.500000 Penalty: 5444.577148
	Iteration 80F: 3 clusters Score -7569530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7569529.500000 Penalty: 5444.577148
	Iteration 81Q: 3 clusters Score -7569530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7569529.500000 Penalty: 5444.577148
	Iteration 82F: 3 clusters Score -7569530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -447831.656250 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -447831.7 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 1815 members 
Entering Unmasked Estep 
Score: -444228.187500 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -444228.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -445050.968750 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -445051 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -445273.562500 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -445273.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -445412.250000 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -445412.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -445497.937500 Penalty: 4060.762451
	Iteration 4Q: 3 clusters Score -445497.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -445562.156250 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -445562.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -445614.812500 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -445614.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -445655.406250 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -445655.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -445691.093750 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -445691.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -445717.812500 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -445717.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -445741.031250 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -445741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -445763.593750 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -445763.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -445785.812500 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -445785.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -445801.718750 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -445801.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -445820.000000 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -445820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -445834.656250 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -445834.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -445846.375000 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -445846.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -445857.312500 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -445857.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -445865.656250 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -445865.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -445876.375000 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -445876.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -445885.843750 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -445885.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -445897.093750 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -445897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -445908.093750 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -445908.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -445927.250000 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -445927.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -445949.281250 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -445949.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -445971.375000 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -445971.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -445993.156250 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -445993.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -446013.937500 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -446013.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -446026.875000 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -446026.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -446041.437500 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -446041.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -446059.093750 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -446059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -446075.468750 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -446075.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -446089.718750 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -446089.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -446099.437500 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -446099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -446104.906250 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -446104.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -446112.437500 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -446112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -446123.218750 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -446123.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -446135.750000 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -446135.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -446151.375000 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -446151.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -446164.625000 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -446164.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -446174.125000 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -446174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -446181.218750 Penalty: 4060.762451
	Iteration 41Q: 3 clusters Score -446181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -446188.187500 Penalty: 4060.762451
	Iteration 42Q: 3 clusters Score -446188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -446193.468750 Penalty: 4060.762451
	Iteration 43Q: 3 clusters Score -446193.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -446200.875000 Penalty: 4060.762451
	Iteration 44Q: 3 clusters Score -446200.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -446207.000000 Penalty: 4060.762451
	Iteration 45Q: 3 clusters Score -446207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -446213.906250 Penalty: 4060.762451
	Iteration 46Q: 3 clusters Score -446213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -446216.906250 Penalty: 4060.762451
	Iteration 47Q: 3 clusters Score -446216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -446221.937500 Penalty: 4060.762451
	Iteration 48Q: 3 clusters Score -446221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -446224.593750 Penalty: 4060.762451
	Iteration 49Q: 3 clusters Score -446224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -446225.500000 Penalty: 4060.762451
	Iteration 50Q: 3 clusters Score -446225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -446225.500000 Penalty: 4060.762451
	Iteration 51F: 3 clusters Score -446225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Entering Unmasked Estep 
Score: -7042046.000000 Penalty: 2705.494873
	Iteration 0F: 2 clusters Score -7042046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -7005236.000000 Penalty: 5410.989746
	Iteration 0F: 3 clusters Score -7005236 nChanged 25439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -7019302.500000 Penalty: 5410.989746
	Iteration 1F: 3 clusters Score -7019302 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -7019817.500000 Penalty: 5410.989746
	Iteration 2Q: 3 clusters Score -7019818 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -7020338.000000 Penalty: 5410.989746
	Iteration 3Q: 3 clusters Score -7020338 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -7020772.000000 Penalty: 5410.989746
	Iteration 4Q: 3 clusters Score -7020772 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -7021182.000000 Penalty: 5410.989746
	Iteration 5Q: 3 clusters Score -7021182 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -7021651.500000 Penalty: 5410.989746
	Iteration 6Q: 3 clusters Score -7021652 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -7022231.500000 Penalty: 5410.989746
	Iteration 7Q: 3 clusters Score -7022232 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -7022923.000000 Penalty: 5410.989746
	Iteration 8Q: 3 clusters Score -7022923 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -7023820.000000 Penalty: 5410.989746
	Iteration 9Q: 3 clusters Score -7023820 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7025180.500000 Penalty: 5410.989746
	Iteration 10Q: 3 clusters Score -7025180 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7026799.500000 Penalty: 5410.989746
	Iteration 11F: 3 clusters Score -7026800 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7028604.000000 Penalty: 5410.989746
	Iteration 12F: 3 clusters Score -7028604 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -7030438.000000 Penalty: 5410.989746
	Iteration 13F: 3 clusters Score -7030438 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -7032125.500000 Penalty: 5410.989746
	Iteration 14Q: 3 clusters Score -7032126 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -7033388.500000 Penalty: 5410.989746
	Iteration 15Q: 3 clusters Score -7033388 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -7034288.500000 Penalty: 5410.989746
	Iteration 16Q: 3 clusters Score -7034288 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -7035001.500000 Penalty: 5410.989746
	Iteration 17Q: 3 clusters Score -7035002 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -7035533.500000 Penalty: 5410.989746
	Iteration 18Q: 3 clusters Score -7035534 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -7036113.000000 Penalty: 5410.989746
	Iteration 19Q: 3 clusters Score -7036113 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -7036658.500000 Penalty: 5410.989746
	Iteration 20F: 3 clusters Score -7036658 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -7037115.500000 Penalty: 5410.989746
	Iteration 21Q: 3 clusters Score -7037116 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -7037582.500000 Penalty: 5410.989746
	Iteration 22Q: 3 clusters Score -7037582 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -7038012.500000 Penalty: 5410.989746
	Iteration 23Q: 3 clusters Score -7038012 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -7038356.500000 Penalty: 5410.989746
	Iteration 24Q: 3 clusters Score -7038356 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -7038638.000000 Penalty: 5410.989746
	Iteration 25Q: 3 clusters Score -7038638 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -7038869.000000 Penalty: 5410.989746
	Iteration 26Q: 3 clusters Score -7038869 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -7039075.500000 Penalty: 5410.989746
	Iteration 27Q: 3 clusters Score -7039076 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -7039250.500000 Penalty: 5410.989746
	Iteration 28Q: 3 clusters Score -7039250 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7039400.000000 Penalty: 5410.989746
	Iteration 29Q: 3 clusters Score -7039400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -7039506.500000 Penalty: 5410.989746
	Iteration 30Q: 3 clusters Score -7039506 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -7039602.500000 Penalty: 5410.989746
	Iteration 31Q: 3 clusters Score -7039602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7039635.500000 Penalty: 5410.989746
	Iteration 32Q: 3 clusters Score -7039636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -7039680.500000 Penalty: 5410.989746
	Iteration 33Q: 3 clusters Score -7039680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -7039714.000000 Penalty: 5410.989746
	Iteration 34Q: 3 clusters Score -7039714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -7039721.500000 Penalty: 5410.989746
	Iteration 35Q: 3 clusters Score -7039722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -7039736.000000 Penalty: 5410.989746
	Iteration 36Q: 3 clusters Score -7039736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -7039760.000000 Penalty: 5410.989746
	Iteration 37Q: 3 clusters Score -7039760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -7039777.500000 Penalty: 5410.989746
	Iteration 38Q: 3 clusters Score -7039778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -7039774.500000 Penalty: 5410.989746
	Iteration 39Q: 3 clusters Score -7039774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -7039781.500000 Penalty: 5410.989746
	Iteration 40F: 3 clusters Score -7039782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -7039791.500000 Penalty: 5410.989746
	Iteration 41Q: 3 clusters Score -7039792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -7039797.000000 Penalty: 5410.989746
	Iteration 42Q: 3 clusters Score -7039797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -7039820.500000 Penalty: 5410.989746
	Iteration 43Q: 3 clusters Score -7039820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -7039815.000000 Penalty: 5410.989746
	Iteration 44Q: 3 clusters Score -7039815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7039809.500000 Penalty: 5410.989746
	Iteration 45Q: 3 clusters Score -7039810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -7039824.500000 Penalty: 5410.989746
	Iteration 46Q: 3 clusters Score -7039824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -7039827.000000 Penalty: 5410.989746
	Iteration 47Q: 3 clusters Score -7039827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -7039833.500000 Penalty: 5410.989746
	Iteration 48Q: 3 clusters Score -7039834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -7039840.000000 Penalty: 5410.989746
	Iteration 49Q: 3 clusters Score -7039840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -7039840.000000 Penalty: 5410.989746
	Iteration 50Q: 3 clusters Score -7039840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -7039835.500000 Penalty: 5410.989746
	Iteration 51Q: 3 clusters Score -7039836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -7039840.000000 Penalty: 5410.989746
	Iteration 52Q: 3 clusters Score -7039840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -7039840.000000 Penalty: 5410.989746
	Iteration 53F: 3 clusters Score -7039840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38998.539062 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -38998.54 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 190 members 
Entering Unmasked Estep 
Score: -37651.121094 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -37651.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37840.312500 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -37840.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37889.785156 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -37889.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37913.812500 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -37913.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37917.605469 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -37917.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37925.687500 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -37925.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37926.921875 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -37926.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37926.921875 Penalty: 2930.409180
	Iteration 7F: 3 clusters Score -37926.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46970.601562 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45519.371094 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45519.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45651.449219 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45651.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45697.492188 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -45697.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45713.367188 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45713.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45727.195312 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45761.617188 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45761.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45777.449219 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45777.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45786.117188 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -45786.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45792.222656 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -45792.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45798.867188 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -45798.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45800.617188 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -45800.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45800.617188 Penalty: 3016.780762
	Iteration 11F: 3 clusters Score -45800.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -110532.296875 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -110532.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108623.000000 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -108623 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109021.242188 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -109021.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109379.046875 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -109379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -109854.679688 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -109854.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110472.398438 Penalty: 3430.198730
	Iteration 4F: 3 clusters Score -110472.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111268.593750 Penalty: 3430.198730
	Iteration 5F: 3 clusters Score -111268.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -111943.125000 Penalty: 3430.198730
	Iteration 6F: 3 clusters Score -111943.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112500.250000 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -112500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112534.140625 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -112534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112536.312500 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -112536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112536.312500 Penalty: 3430.198730
	Iteration 10F: 3 clusters Score -112536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 69029 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16075 members 
Mstep: Class 5 contains 50218 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59614 members 
Mstep: Class 9 contains 58358 members 
Mstep: Class 10 contains 58511 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54680 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 373 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 20 contains 187172 members 
Mstep: Class 21 contains 176083 members 
Entering Unmasked Estep 
Score: -98277920.000000 Penalty: 67304.742188
Splitting cluster 15 changes total score from -98277504.000000 to -98277920.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 16 (25616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Entering Unmasked Estep 
Score: -3319960.750000 Penalty: 2517.441162
	Iteration 0F: 2 clusters Score -3319961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3302183.750000 Penalty: 5034.882324
	Iteration 0F: 3 clusters Score -3302184 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3308595.250000 Penalty: 5034.882324
	Iteration 1F: 3 clusters Score -3308595 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3309021.750000 Penalty: 5034.882324
	Iteration 2Q: 3 clusters Score -3309022 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3309397.250000 Penalty: 5034.882324
	Iteration 3Q: 3 clusters Score -3309397 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3309729.000000 Penalty: 5034.882324
	Iteration 4Q: 3 clusters Score -3309729 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3310115.000000 Penalty: 5034.882324
	Iteration 5Q: 3 clusters Score -3310115 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3310512.500000 Penalty: 5034.882324
	Iteration 6Q: 3 clusters Score -3310512 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3310970.250000 Penalty: 5034.882324
	Iteration 7Q: 3 clusters Score -3310970 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3311672.250000 Penalty: 5034.882324
	Iteration 8Q: 3 clusters Score -3311672 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3312583.500000 Penalty: 5034.882324
	Iteration 9F: 3 clusters Score -3312584 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3313618.750000 Penalty: 5034.882324
	Iteration 10F: 3 clusters Score -3313619 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3314641.250000 Penalty: 5034.882324
	Iteration 11F: 3 clusters Score -3314641 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3315360.750000 Penalty: 5034.882324
	Iteration 12Q: 3 clusters Score -3315361 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3315758.000000 Penalty: 5034.882324
	Iteration 13Q: 3 clusters Score -3315758 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3316004.000000 Penalty: 5034.882324
	Iteration 14Q: 3 clusters Score -3316004 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3316175.500000 Penalty: 5034.882324
	Iteration 15Q: 3 clusters Score -3316176 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3316330.000000 Penalty: 5034.882324
	Iteration 16Q: 3 clusters Score -3316330 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3316476.500000 Penalty: 5034.882324
	Iteration 17Q: 3 clusters Score -3316476 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3316609.500000 Penalty: 5034.882324
	Iteration 18Q: 3 clusters Score -3316610 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3316722.500000 Penalty: 5034.882324
	Iteration 19Q: 3 clusters Score -3316722 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3316828.250000 Penalty: 5034.882324
	Iteration 20F: 3 clusters Score -3316828 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3316928.000000 Penalty: 5034.882324
	Iteration 21Q: 3 clusters Score -3316928 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3317017.750000 Penalty: 5034.882324
	Iteration 22Q: 3 clusters Score -3317018 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3317100.750000 Penalty: 5034.882324
	Iteration 23Q: 3 clusters Score -3317101 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3317169.000000 Penalty: 5034.882324
	Iteration 24Q: 3 clusters Score -3317169 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3317221.000000 Penalty: 5034.882324
	Iteration 25Q: 3 clusters Score -3317221 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3317267.000000 Penalty: 5034.882324
	Iteration 26Q: 3 clusters Score -3317267 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3317312.250000 Penalty: 5034.882324
	Iteration 27Q: 3 clusters Score -3317312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3317358.500000 Penalty: 5034.882324
	Iteration 28Q: 3 clusters Score -3317358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3317405.500000 Penalty: 5034.882324
	Iteration 29Q: 3 clusters Score -3317406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3317447.500000 Penalty: 5034.882324
	Iteration 30Q: 3 clusters Score -3317448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3317478.750000 Penalty: 5034.882324
	Iteration 31Q: 3 clusters Score -3317479 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3317492.250000 Penalty: 5034.882324
	Iteration 32Q: 3 clusters Score -3317492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3317527.250000 Penalty: 5034.882324
	Iteration 33Q: 3 clusters Score -3317527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3317540.500000 Penalty: 5034.882324
	Iteration 34Q: 3 clusters Score -3317540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3317563.250000 Penalty: 5034.882324
	Iteration 35Q: 3 clusters Score -3317563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3317579.750000 Penalty: 5034.882324
	Iteration 36Q: 3 clusters Score -3317580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3317598.750000 Penalty: 5034.882324
	Iteration 37Q: 3 clusters Score -3317599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3317622.000000 Penalty: 5034.882324
	Iteration 38Q: 3 clusters Score -3317622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3317635.250000 Penalty: 5034.882324
	Iteration 39Q: 3 clusters Score -3317635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3317641.250000 Penalty: 5034.882324
	Iteration 40F: 3 clusters Score -3317641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3317666.250000 Penalty: 5034.882324
	Iteration 41Q: 3 clusters Score -3317666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3317671.750000 Penalty: 5034.882324
	Iteration 42Q: 3 clusters Score -3317672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3317671.000000 Penalty: 5034.882324
	Iteration 43Q: 3 clusters Score -3317671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3317687.500000 Penalty: 5034.882324
	Iteration 44Q: 3 clusters Score -3317688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3317701.000000 Penalty: 5034.882324
	Iteration 45Q: 3 clusters Score -3317701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3317707.000000 Penalty: 5034.882324
	Iteration 46Q: 3 clusters Score -3317707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3317712.750000 Penalty: 5034.882324
	Iteration 47Q: 3 clusters Score -3317713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3317725.750000 Penalty: 5034.882324
	Iteration 48Q: 3 clusters Score -3317726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3317731.750000 Penalty: 5034.882324
	Iteration 49Q: 3 clusters Score -3317732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3317743.250000 Penalty: 5034.882324
	Iteration 50Q: 3 clusters Score -3317743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3317760.750000 Penalty: 5034.882324
	Iteration 51Q: 3 clusters Score -3317761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3317765.250000 Penalty: 5034.882324
	Iteration 52Q: 3 clusters Score -3317765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3317767.500000 Penalty: 5034.882324
	Iteration 53Q: 3 clusters Score -3317768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3317775.250000 Penalty: 5034.882324
	Iteration 54Q: 3 clusters Score -3317775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3317781.000000 Penalty: 5034.882324
	Iteration 55Q: 3 clusters Score -3317781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3317785.500000 Penalty: 5034.882324
	Iteration 56Q: 3 clusters Score -3317786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3317789.500000 Penalty: 5034.882324
	Iteration 57Q: 3 clusters Score -3317790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3317794.250000 Penalty: 5034.882324
	Iteration 58Q: 3 clusters Score -3317794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3317800.000000 Penalty: 5034.882324
	Iteration 59Q: 3 clusters Score -3317800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3317817.000000 Penalty: 5034.882324
	Iteration 60F: 3 clusters Score -3317817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3317822.500000 Penalty: 5034.882324
	Iteration 61Q: 3 clusters Score -3317822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3317825.500000 Penalty: 5034.882324
	Iteration 62Q: 3 clusters Score -3317826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3317830.000000 Penalty: 5034.882324
	Iteration 63Q: 3 clusters Score -3317830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3317841.500000 Penalty: 5034.882324
	Iteration 64Q: 3 clusters Score -3317842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3317846.750000 Penalty: 5034.882324
	Iteration 65Q: 3 clusters Score -3317847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3317854.000000 Penalty: 5034.882324
	Iteration 66Q: 3 clusters Score -3317854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3317855.000000 Penalty: 5034.882324
	Iteration 67Q: 3 clusters Score -3317855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3317860.500000 Penalty: 5034.882324
	Iteration 68Q: 3 clusters Score -3317860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3317858.500000 Penalty: 5034.882324
	Iteration 69Q: 3 clusters Score -3317858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3317858.250000 Penalty: 5034.882324
	Iteration 70Q: 3 clusters Score -3317858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3317852.250000 Penalty: 5034.882324
	Iteration 71Q: 3 clusters Score -3317852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3317853.250000 Penalty: 5034.882324
	Iteration 72Q: 3 clusters Score -3317853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3317858.500000 Penalty: 5034.882324
	Iteration 73Q: 3 clusters Score -3317858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3317853.500000 Penalty: 5034.882324
	Iteration 74Q: 3 clusters Score -3317854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3317855.250000 Penalty: 5034.882324
	Iteration 75Q: 3 clusters Score -3317855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3317861.750000 Penalty: 5034.882324
	Iteration 76Q: 3 clusters Score -3317862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3317868.000000 Penalty: 5034.882324
	Iteration 77Q: 3 clusters Score -3317868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3317869.250000 Penalty: 5034.882324
	Iteration 78Q: 3 clusters Score -3317869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3317866.750000 Penalty: 5034.882324
	Iteration 79Q: 3 clusters Score -3317867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3317868.250000 Penalty: 5034.882324
	Iteration 80F: 3 clusters Score -3317868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3317874.250000 Penalty: 5034.882324
	Iteration 81Q: 3 clusters Score -3317874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3317878.750000 Penalty: 5034.882324
	Iteration 82Q: 3 clusters Score -3317879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3317881.000000 Penalty: 5034.882324
	Iteration 83Q: 3 clusters Score -3317881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3317885.250000 Penalty: 5034.882324
	Iteration 84Q: 3 clusters Score -3317885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3317886.250000 Penalty: 5034.882324
	Iteration 85Q: 3 clusters Score -3317886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3317892.500000 Penalty: 5034.882324
	Iteration 86Q: 3 clusters Score -3317892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3317893.000000 Penalty: 5034.882324
	Iteration 87Q: 3 clusters Score -3317893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3317892.500000 Penalty: 5034.882324
	Iteration 88Q: 3 clusters Score -3317892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3317895.000000 Penalty: 5034.882324
	Iteration 89Q: 3 clusters Score -3317895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3317903.000000 Penalty: 5034.882324
	Iteration 90Q: 3 clusters Score -3317903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3317913.750000 Penalty: 5034.882324
	Iteration 91Q: 3 clusters Score -3317914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3317915.250000 Penalty: 5034.882324
	Iteration 92Q: 3 clusters Score -3317915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3317913.500000 Penalty: 5034.882324
	Iteration 93Q: 3 clusters Score -3317914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3317913.000000 Penalty: 5034.882324
	Iteration 94Q: 3 clusters Score -3317913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3317910.000000 Penalty: 5034.882324
	Iteration 95Q: 3 clusters Score -3317910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3317911.250000 Penalty: 5034.882324
	Iteration 96Q: 3 clusters Score -3317911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3317916.000000 Penalty: 5034.882324
	Iteration 97Q: 3 clusters Score -3317916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3317914.500000 Penalty: 5034.882324
	Iteration 98Q: 3 clusters Score -3317914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3317910.250000 Penalty: 5034.882324
	Iteration 99Q: 3 clusters Score -3317910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3317910.000000 Penalty: 5034.882324
	Iteration 100F: 3 clusters Score -3317910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3317912.500000 Penalty: 5034.882324
	Iteration 101Q: 3 clusters Score -3317912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3317916.750000 Penalty: 5034.882324
	Iteration 102Q: 3 clusters Score -3317917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3317916.500000 Penalty: 5034.882324
	Iteration 103Q: 3 clusters Score -3317916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3317916.500000 Penalty: 5034.882324
	Iteration 104F: 3 clusters Score -3317916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -1437768.000000 Penalty: 2326.469971
	Iteration 0F: 2 clusters Score -1437768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1428936.375000 Penalty: 4652.939941
	Iteration 0F: 3 clusters Score -1428936 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1431573.875000 Penalty: 4652.939941
	Iteration 1F: 3 clusters Score -1431574 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1431875.375000 Penalty: 4652.939941
	Iteration 2F: 3 clusters Score -1431875 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1434796 nChanged 151
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Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1434861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1434922 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1434974 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1435014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1435044 nChanged 76
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Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1435072 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1435094 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1435113 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1435136.750000 Penalty: 4652.939941
	Iteration 28Q: 3 clusters Score -1435137 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1435158.250000 Penalty: 4652.939941
	Iteration 29Q: 3 clusters Score -1435158 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1435175 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1435201 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1435217.625000 Penalty: 4652.939941
	Iteration 32Q: 3 clusters Score -1435218 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1435239.875000 Penalty: 4652.939941
	Iteration 33Q: 3 clusters Score -1435240 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1435266 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1435287.500000 Penalty: 4652.939941
	Iteration 35Q: 3 clusters Score -1435288 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1435298 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1435316 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1435334.750000 Penalty: 4652.939941
	Iteration 38Q: 3 clusters Score -1435335 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1435351 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1435369.250000 Penalty: 4652.939941
	Iteration 40F: 3 clusters Score -1435369 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1435380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1435393.750000 Penalty: 4652.939941
	Iteration 42Q: 3 clusters Score -1435394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1435410.625000 Penalty: 4652.939941
	Iteration 43Q: 3 clusters Score -1435411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1435425.500000 Penalty: 4652.939941
	Iteration 44Q: 3 clusters Score -1435426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1435438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1435442.000000 Penalty: 4652.939941
	Iteration 46Q: 3 clusters Score -1435442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1435448 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1435452 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1435457.000000 Penalty: 4652.939941
	Iteration 49Q: 3 clusters Score -1435457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1435461.875000 Penalty: 4652.939941
	Iteration 50Q: 3 clusters Score -1435462 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1435466.750000 Penalty: 4652.939941
	Iteration 51Q: 3 clusters Score -1435467 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1435468.750000 Penalty: 4652.939941
	Iteration 52Q: 3 clusters Score -1435469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1435472.250000 Penalty: 4652.939941
	Iteration 53Q: 3 clusters Score -1435472 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1435478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1435479.750000 Penalty: 4652.939941
	Iteration 55Q: 3 clusters Score -1435480 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1435483.375000 Penalty: 4652.939941
	Iteration 56Q: 3 clusters Score -1435483 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1435487.250000 Penalty: 4652.939941
	Iteration 57Q: 3 clusters Score -1435487 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1435486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1435489.250000 Penalty: 4652.939941
	Iteration 59Q: 3 clusters Score -1435489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1435489.750000 Penalty: 4652.939941
	Iteration 60F: 3 clusters Score -1435490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1435493.625000 Penalty: 4652.939941
	Iteration 61Q: 3 clusters Score -1435494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1435500.625000 Penalty: 4652.939941
	Iteration 62Q: 3 clusters Score -1435501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1435504.875000 Penalty: 4652.939941
	Iteration 63Q: 3 clusters Score -1435505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1435508.500000 Penalty: 4652.939941
	Iteration 64Q: 3 clusters Score -1435508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1435514.375000 Penalty: 4652.939941
	Iteration 65Q: 3 clusters Score -1435514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1435520.500000 Penalty: 4652.939941
	Iteration 66Q: 3 clusters Score -1435520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1435530.000000 Penalty: 4652.939941
	Iteration 67Q: 3 clusters Score -1435530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1435538.375000 Penalty: 4652.939941
	Iteration 68Q: 3 clusters Score -1435538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1435544.375000 Penalty: 4652.939941
	Iteration 69Q: 3 clusters Score -1435544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1435554.125000 Penalty: 4652.939941
	Iteration 70Q: 3 clusters Score -1435554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1435564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1435577.500000 Penalty: 4652.939941
	Iteration 72Q: 3 clusters Score -1435578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1435590.750000 Penalty: 4652.939941
	Iteration 73Q: 3 clusters Score -1435591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1435597.000000 Penalty: 4652.939941
	Iteration 74Q: 3 clusters Score -1435597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1435606.000000 Penalty: 4652.939941
	Iteration 75Q: 3 clusters Score -1435606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1435616.750000 Penalty: 4652.939941
	Iteration 76Q: 3 clusters Score -1435617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1435627.625000 Penalty: 4652.939941
	Iteration 77Q: 3 clusters Score -1435628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1435638.875000 Penalty: 4652.939941
	Iteration 78Q: 3 clusters Score -1435639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1435646.625000 Penalty: 4652.939941
	Iteration 79Q: 3 clusters Score -1435647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1435654.250000 Penalty: 4652.939941
	Iteration 80F: 3 clusters Score -1435654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1435650.250000 Penalty: 4652.939941
	Iteration 81Q: 3 clusters Score -1435650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1435653.375000 Penalty: 4652.939941
	Iteration 82Q: 3 clusters Score -1435653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1435655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1435659.125000 Penalty: 4652.939941
	Iteration 84Q: 3 clusters Score -1435659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1435660.750000 Penalty: 4652.939941
	Iteration 85Q: 3 clusters Score -1435661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1435664.750000 Penalty: 4652.939941
	Iteration 86Q: 3 clusters Score -1435665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1435669.250000 Penalty: 4652.939941
	Iteration 87Q: 3 clusters Score -1435669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1435675.500000 Penalty: 4652.939941
	Iteration 88Q: 3 clusters Score -1435676 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1435676.750000 Penalty: 4652.939941
	Iteration 89Q: 3 clusters Score -1435677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1435680.875000 Penalty: 4652.939941
	Iteration 90Q: 3 clusters Score -1435681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1435686.375000 Penalty: 4652.939941
	Iteration 91Q: 3 clusters Score -1435686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1435690.750000 Penalty: 4652.939941
	Iteration 92Q: 3 clusters Score -1435691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1435694.625000 Penalty: 4652.939941
	Iteration 93Q: 3 clusters Score -1435695 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1435694 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1435696.625000 Penalty: 4652.939941
	Iteration 95Q: 3 clusters Score -1435697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1435698.375000 Penalty: 4652.939941
	Iteration 96Q: 3 clusters Score -1435698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1435697.250000 Penalty: 4652.939941
	Iteration 97Q: 3 clusters Score -1435697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1435699.500000 Penalty: 4652.939941
	Iteration 98Q: 3 clusters Score -1435700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1435700.250000 Penalty: 4652.939941
	Iteration 99Q: 3 clusters Score -1435700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1435701.000000 Penalty: 4652.939941
	Iteration 100F: 3 clusters Score -1435701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1435699.625000 Penalty: 4652.939941
	Iteration 101Q: 3 clusters Score -1435700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1435702.625000 Penalty: 4652.939941
	Iteration 102Q: 3 clusters Score -1435703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1435703.250000 Penalty: 4652.939941
	Iteration 103Q: 3 clusters Score -1435703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1435702.375000 Penalty: 4652.939941
	Iteration 104Q: 3 clusters Score -1435702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1435702.500000 Penalty: 4652.939941
	Iteration 105Q: 3 clusters Score -1435702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1435705.250000 Penalty: 4652.939941
	Iteration 106Q: 3 clusters Score -1435705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1435710.000000 Penalty: 4652.939941
	Iteration 107Q: 3 clusters Score -1435710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1435713.500000 Penalty: 4652.939941
	Iteration 108Q: 3 clusters Score -1435714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1435719.750000 Penalty: 4652.939941
	Iteration 109Q: 3 clusters Score -1435720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1435726.625000 Penalty: 4652.939941
	Iteration 110Q: 3 clusters Score -1435727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1435731.750000 Penalty: 4652.939941
	Iteration 111Q: 3 clusters Score -1435732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1435728.250000 Penalty: 4652.939941
	Iteration 112Q: 3 clusters Score -1435728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1435731.125000 Penalty: 4652.939941
	Iteration 113Q: 3 clusters Score -1435731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1435731.625000 Penalty: 4652.939941
	Iteration 114Q: 3 clusters Score -1435732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1435731.625000 Penalty: 4652.939941
	Iteration 115F: 3 clusters Score -1435732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (187172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187172 members 
Entering Unmasked Estep 
Score: -23925402.000000 Penalty: 3010.666260
	Iteration 0F: 2 clusters Score -2.39254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -23803982.000000 Penalty: 6021.332520
	Iteration 0F: 3 clusters Score -2.380398e+07 nChanged 89980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -23855894.000000 Penalty: 6021.332520
	Iteration 1F: 3 clusters Score -2.385589e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 97184 members 
Entering Unmasked Estep 
Score: -23857410.000000 Penalty: 6021.332520
	Iteration 2Q: 3 clusters Score -2.385741e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -23859674.000000 Penalty: 6021.332520
	Iteration 3Q: 3 clusters Score -2.385967e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -23863600.000000 Penalty: 6021.332520
	Iteration 4Q: 3 clusters Score -2.38636e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -23870252.000000 Penalty: 6021.332520
	Iteration 5F: 3 clusters Score -2.387025e+07 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -23881180.000000 Penalty: 6021.332520
	Iteration 6F: 3 clusters Score -2.388118e+07 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 130386 members 
Entering Unmasked Estep 
Score: -23895604.000000 Penalty: 6021.332520
	Iteration 7F: 3 clusters Score -2.38956e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 138795 members 
Entering Unmasked Estep 
Score: -23909272.000000 Penalty: 6021.332520
	Iteration 8F: 3 clusters Score -2.390927e+07 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -23915972.000000 Penalty: 6021.332520
	Iteration 9Q: 3 clusters Score -2.391597e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -23918126.000000 Penalty: 6021.332520
	Iteration 10Q: 3 clusters Score -2.391813e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -23919228.000000 Penalty: 6021.332520
	Iteration 11Q: 3 clusters Score -2.391923e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -23919968.000000 Penalty: 6021.332520
	Iteration 12Q: 3 clusters Score -2.391997e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -23920418.000000 Penalty: 6021.332520
	Iteration 13Q: 3 clusters Score -2.392042e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 153557 members 
Entering Unmasked Estep 
Score: -23920910.000000 Penalty: 6021.332520
	Iteration 14Q: 3 clusters Score -2.392091e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -23921232.000000 Penalty: 6021.332520
	Iteration 15Q: 3 clusters Score -2.392123e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -23921474.000000 Penalty: 6021.332520
	Iteration 16Q: 3 clusters Score -2.392147e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -23921754.000000 Penalty: 6021.332520
	Iteration 17Q: 3 clusters Score -2.392175e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -23921976.000000 Penalty: 6021.332520
	Iteration 18Q: 3 clusters Score -2.392198e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -23922260.000000 Penalty: 6021.332520
	Iteration 19Q: 3 clusters Score -2.392226e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 161439 members 
Entering Unmasked Estep 
Score: -23922580.000000 Penalty: 6021.332520
	Iteration 20F: 3 clusters Score -2.392258e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 162619 members 
Entering Unmasked Estep 
Score: -23922972.000000 Penalty: 6021.332520
	Iteration 21Q: 3 clusters Score -2.392297e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -23923196.000000 Penalty: 6021.332520
	Iteration 22Q: 3 clusters Score -2.39232e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -23923542.000000 Penalty: 6021.332520
	Iteration 23Q: 3 clusters Score -2.392354e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -23923798.000000 Penalty: 6021.332520
	Iteration 24Q: 3 clusters Score -2.39238e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 167867 members 
Entering Unmasked Estep 
Score: -23924024.000000 Penalty: 6021.332520
	Iteration 25Q: 3 clusters Score -2.392402e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -23924304.000000 Penalty: 6021.332520
	Iteration 26Q: 3 clusters Score -2.39243e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -23924494.000000 Penalty: 6021.332520
	Iteration 27Q: 3 clusters Score -2.392449e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -23924632.000000 Penalty: 6021.332520
	Iteration 28Q: 3 clusters Score -2.392463e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 173546 members 
Entering Unmasked Estep 
Score: -23924756.000000 Penalty: 6021.332520
	Iteration 29Q: 3 clusters Score -2.392476e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 174915 members 
Entering Unmasked Estep 
Score: -23924854.000000 Penalty: 6021.332520
	Iteration 30Q: 3 clusters Score -2.392485e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -23924738.000000 Penalty: 6021.332520
	Iteration 31Q: 3 clusters Score -2.392474e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -23924708.000000 Penalty: 6021.332520
	Iteration 32Q: 3 clusters Score -2.392471e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 178235 members 
Entering Unmasked Estep 
Score: -23924646.000000 Penalty: 6021.332520
	Iteration 33Q: 3 clusters Score -2.392465e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 179152 members 
Entering Unmasked Estep 
Score: -23924574.000000 Penalty: 6021.332520
	Iteration 34Q: 3 clusters Score -2.392457e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 179903 members 
Entering Unmasked Estep 
Score: -23924542.000000 Penalty: 6021.332520
	Iteration 35Q: 3 clusters Score -2.392454e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -23924476.000000 Penalty: 6021.332520
	Iteration 36Q: 3 clusters Score -2.392448e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -23924420.000000 Penalty: 6021.332520
	Iteration 37Q: 3 clusters Score -2.392442e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 181681 members 
Entering Unmasked Estep 
Score: -23924424.000000 Penalty: 6021.332520
	Iteration 38Q: 3 clusters Score -2.392442e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 182171 members 
Entering Unmasked Estep 
Score: -23924326.000000 Penalty: 6021.332520
	Iteration 39Q: 3 clusters Score -2.392433e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 182593 members 
Entering Unmasked Estep 
Score: -23924332.000000 Penalty: 6021.332520
	Iteration 40F: 3 clusters Score -2.392433e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 182986 members 
Entering Unmasked Estep 
Score: -23924282.000000 Penalty: 6021.332520
	Iteration 41Q: 3 clusters Score -2.392428e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -23924274.000000 Penalty: 6021.332520
	Iteration 42Q: 3 clusters Score -2.392427e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 183622 members 
Entering Unmasked Estep 
Score: -23924316.000000 Penalty: 6021.332520
	Iteration 43Q: 3 clusters Score -2.392432e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 183850 members 
Entering Unmasked Estep 
Score: -23924312.000000 Penalty: 6021.332520
	Iteration 44Q: 3 clusters Score -2.392431e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -23924356.000000 Penalty: 6021.332520
	Iteration 45Q: 3 clusters Score -2.392436e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 184198 members 
Entering Unmasked Estep 
Score: -23924374.000000 Penalty: 6021.332520
	Iteration 46Q: 3 clusters Score -2.392437e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 184327 members 
Entering Unmasked Estep 
Score: -23924330.000000 Penalty: 6021.332520
	Iteration 47Q: 3 clusters Score -2.392433e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 184446 members 
Entering Unmasked Estep 
Score: -23924330.000000 Penalty: 6021.332520
	Iteration 48Q: 3 clusters Score -2.392433e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 184549 members 
Entering Unmasked Estep 
Score: -23924288.000000 Penalty: 6021.332520
	Iteration 49Q: 3 clusters Score -2.392429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 184646 members 
Entering Unmasked Estep 
Score: -23924254.000000 Penalty: 6021.332520
	Iteration 50Q: 3 clusters Score -2.392425e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -23924232.000000 Penalty: 6021.332520
	Iteration 51Q: 3 clusters Score -2.392423e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 184782 members 
Entering Unmasked Estep 
Score: -23924232.000000 Penalty: 6021.332520
	Iteration 52Q: 3 clusters Score -2.392423e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 184836 members 
Entering Unmasked Estep 
Score: -23924210.000000 Penalty: 6021.332520
	Iteration 53Q: 3 clusters Score -2.392421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 184890 members 
Entering Unmasked Estep 
Score: -23924216.000000 Penalty: 6021.332520
	Iteration 54Q: 3 clusters Score -2.392422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -23924192.000000 Penalty: 6021.332520
	Iteration 55Q: 3 clusters Score -2.392419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 184973 members 
Entering Unmasked Estep 
Score: -23924154.000000 Penalty: 6021.332520
	Iteration 56Q: 3 clusters Score -2.392415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 185010 members 
Entering Unmasked Estep 
Score: -23924160.000000 Penalty: 6021.332520
	Iteration 57Q: 3 clusters Score -2.392416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 185042 members 
Entering Unmasked Estep 
Score: -23924156.000000 Penalty: 6021.332520
	Iteration 58Q: 3 clusters Score -2.392416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -23924126.000000 Penalty: 6021.332520
	Iteration 59Q: 3 clusters Score -2.392413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 185092 members 
Entering Unmasked Estep 
Score: -23924106.000000 Penalty: 6021.332520
	Iteration 60F: 3 clusters Score -2.392411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 185111 members 
Entering Unmasked Estep 
Score: -23924094.000000 Penalty: 6021.332520
	Iteration 61Q: 3 clusters Score -2.392409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 185124 members 
Entering Unmasked Estep 
Score: -23924116.000000 Penalty: 6021.332520
	Iteration 62Q: 3 clusters Score -2.392412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 185131 members 
Entering Unmasked Estep 
Score: -23924118.000000 Penalty: 6021.332520
	Iteration 63Q: 3 clusters Score -2.392412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 185133 members 
Entering Unmasked Estep 
Score: -23924116.000000 Penalty: 6021.332520
	Iteration 64Q: 3 clusters Score -2.392412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 185140 members 
Entering Unmasked Estep 
Score: -23924106.000000 Penalty: 6021.332520
	Iteration 65Q: 3 clusters Score -2.392411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 185149 members 
Entering Unmasked Estep 
Score: -23924092.000000 Penalty: 6021.332520
	Iteration 66Q: 3 clusters Score -2.392409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 185158 members 
Entering Unmasked Estep 
Score: -23924110.000000 Penalty: 6021.332520
	Iteration 67Q: 3 clusters Score -2.392411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 185164 members 
Entering Unmasked Estep 
Score: -23924084.000000 Penalty: 6021.332520
	Iteration 68Q: 3 clusters Score -2.392408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 185171 members 
Entering Unmasked Estep 
Score: -23924092.000000 Penalty: 6021.332520
	Iteration 69Q: 3 clusters Score -2.392409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 185179 members 
Entering Unmasked Estep 
Score: -23924104.000000 Penalty: 6021.332520
	Iteration 70Q: 3 clusters Score -2.39241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 185187 members 
Entering Unmasked Estep 
Score: -23924054.000000 Penalty: 6021.332520
	Iteration 71Q: 3 clusters Score -2.392405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 185192 members 
Entering Unmasked Estep 
Score: -23924046.000000 Penalty: 6021.332520
	Iteration 72Q: 3 clusters Score -2.392405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 185197 members 
Entering Unmasked Estep 
Score: -23924068.000000 Penalty: 6021.332520
	Iteration 73Q: 3 clusters Score -2.392407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 185198 members 
Entering Unmasked Estep 
Score: -23924056.000000 Penalty: 6021.332520
	Iteration 74Q: 3 clusters Score -2.392406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -23924062.000000 Penalty: 6021.332520
	Iteration 75Q: 3 clusters Score -2.392406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -23924062.000000 Penalty: 6021.332520
	Iteration 76F: 3 clusters Score -2.392406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (176083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Entering Unmasked Estep 
Score: -22536722.000000 Penalty: 2995.520264
	Iteration 0F: 2 clusters Score -2.253672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -22421662.000000 Penalty: 5991.040527
	Iteration 0F: 3 clusters Score -2.242166e+07 nChanged 84508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -22470914.000000 Penalty: 5991.040527
	Iteration 1F: 3 clusters Score -2.247091e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -22472272.000000 Penalty: 5991.040527
	Iteration 2Q: 3 clusters Score -2.247227e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -22474270.000000 Penalty: 5991.040527
	Iteration 3Q: 3 clusters Score -2.247427e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -22477682.000000 Penalty: 5991.040527
	Iteration 4Q: 3 clusters Score -2.247768e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -22482498.000000 Penalty: 5991.040527
	Iteration 5Q: 3 clusters Score -2.24825e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -22489922.000000 Penalty: 5991.040527
	Iteration 6F: 3 clusters Score -2.248992e+07 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -22500016.000000 Penalty: 5991.040527
	Iteration 7F: 3 clusters Score -2.250002e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -22510162.000000 Penalty: 5991.040527
	Iteration 8F: 3 clusters Score -2.251016e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 95083 members 
Entering Unmasked Estep 
Score: -22515810.000000 Penalty: 5991.040527
	Iteration 9F: 3 clusters Score -2.251581e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -22517988.000000 Penalty: 5991.040527
	Iteration 10Q: 3 clusters Score -2.251799e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -22519540.000000 Penalty: 5991.040527
	Iteration 11Q: 3 clusters Score -2.251954e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -22520890.000000 Penalty: 5991.040527
	Iteration 12Q: 3 clusters Score -2.252089e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -22522366.000000 Penalty: 5991.040527
	Iteration 13Q: 3 clusters Score -2.252237e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -22523588.000000 Penalty: 5991.040527
	Iteration 14Q: 3 clusters Score -2.252359e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -22524664.000000 Penalty: 5991.040527
	Iteration 15Q: 3 clusters Score -2.252466e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -22525508.000000 Penalty: 5991.040527
	Iteration 16Q: 3 clusters Score -2.252551e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 111715 members 
Entering Unmasked Estep 
Score: -22526176.000000 Penalty: 5991.040527
	Iteration 17Q: 3 clusters Score -2.252618e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 113403 members 
Entering Unmasked Estep 
Score: -22526640.000000 Penalty: 5991.040527
	Iteration 18Q: 3 clusters Score -2.252664e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -22526936.000000 Penalty: 5991.040527
	Iteration 19Q: 3 clusters Score -2.252694e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -22527250.000000 Penalty: 5991.040527
	Iteration 20F: 3 clusters Score -2.252725e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -22527446.000000 Penalty: 5991.040527
	Iteration 21Q: 3 clusters Score -2.252745e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -22527728.000000 Penalty: 5991.040527
	Iteration 22Q: 3 clusters Score -2.252773e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 121458 members 
Entering Unmasked Estep 
Score: -22528042.000000 Penalty: 5991.040527
	Iteration 23Q: 3 clusters Score -2.252804e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -22528232.000000 Penalty: 5991.040527
	Iteration 24Q: 3 clusters Score -2.252823e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -22528464.000000 Penalty: 5991.040527
	Iteration 25Q: 3 clusters Score -2.252846e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 126486 members 
Entering Unmasked Estep 
Score: -22528688.000000 Penalty: 5991.040527
	Iteration 26Q: 3 clusters Score -2.252869e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -22528924.000000 Penalty: 5991.040527
	Iteration 27Q: 3 clusters Score -2.252892e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 129824 members 
Entering Unmasked Estep 
Score: -22529096.000000 Penalty: 5991.040527
	Iteration 28Q: 3 clusters Score -2.25291e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 131568 members 
Entering Unmasked Estep 
Score: -22529308.000000 Penalty: 5991.040527
	Iteration 29Q: 3 clusters Score -2.252931e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -22529510.000000 Penalty: 5991.040527
	Iteration 30Q: 3 clusters Score -2.252951e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -22529780.000000 Penalty: 5991.040527
	Iteration 31Q: 3 clusters Score -2.252978e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 136474 members 
Entering Unmasked Estep 
Score: -22530002.000000 Penalty: 5991.040527
	Iteration 32Q: 3 clusters Score -2.253e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 138066 members 
Entering Unmasked Estep 
Score: -22530342.000000 Penalty: 5991.040527
	Iteration 33Q: 3 clusters Score -2.253034e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 139638 members 
Entering Unmasked Estep 
Score: -22530602.000000 Penalty: 5991.040527
	Iteration 34Q: 3 clusters Score -2.25306e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -22530890.000000 Penalty: 5991.040527
	Iteration 35Q: 3 clusters Score -2.253089e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -22531284.000000 Penalty: 5991.040527
	Iteration 36Q: 3 clusters Score -2.253128e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -22531524.000000 Penalty: 5991.040527
	Iteration 37Q: 3 clusters Score -2.253152e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -22531860.000000 Penalty: 5991.040527
	Iteration 38Q: 3 clusters Score -2.253186e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -22532160.000000 Penalty: 5991.040527
	Iteration 39Q: 3 clusters Score -2.253216e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -22532466.000000 Penalty: 5991.040527
	Iteration 40F: 3 clusters Score -2.253247e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -22532768.000000 Penalty: 5991.040527
	Iteration 41Q: 3 clusters Score -2.253277e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -22532994.000000 Penalty: 5991.040527
	Iteration 42Q: 3 clusters Score -2.253299e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -22533344.000000 Penalty: 5991.040527
	Iteration 43Q: 3 clusters Score -2.253334e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 156696 members 
Entering Unmasked Estep 
Score: -22533706.000000 Penalty: 5991.040527
	Iteration 44Q: 3 clusters Score -2.253371e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -22533888.000000 Penalty: 5991.040527
	Iteration 45Q: 3 clusters Score -2.253389e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -22534194.000000 Penalty: 5991.040527
	Iteration 46Q: 3 clusters Score -2.253419e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 162130 members 
Entering Unmasked Estep 
Score: -22534332.000000 Penalty: 5991.040527
	Iteration 47Q: 3 clusters Score -2.253433e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -22534774.000000 Penalty: 5991.040527
	Iteration 48Q: 3 clusters Score -2.253477e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 165263 members 
Entering Unmasked Estep 
Score: -22534908.000000 Penalty: 5991.040527
	Iteration 49Q: 3 clusters Score -2.253491e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 166504 members 
Entering Unmasked Estep 
Score: -22534980.000000 Penalty: 5991.040527
	Iteration 50Q: 3 clusters Score -2.253498e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -22535016.000000 Penalty: 5991.040527
	Iteration 51Q: 3 clusters Score -2.253502e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 168532 members 
Entering Unmasked Estep 
Score: -22535112.000000 Penalty: 5991.040527
	Iteration 52Q: 3 clusters Score -2.253511e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -22535168.000000 Penalty: 5991.040527
	Iteration 53Q: 3 clusters Score -2.253517e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -22535136.000000 Penalty: 5991.040527
	Iteration 54Q: 3 clusters Score -2.253514e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 170692 members 
Entering Unmasked Estep 
Score: -22535100.000000 Penalty: 5991.040527
	Iteration 55Q: 3 clusters Score -2.25351e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 171233 members 
Entering Unmasked Estep 
Score: -22535122.000000 Penalty: 5991.040527
	Iteration 56Q: 3 clusters Score -2.253512e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -22535136.000000 Penalty: 5991.040527
	Iteration 57Q: 3 clusters Score -2.253514e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 172107 members 
Entering Unmasked Estep 
Score: -22535154.000000 Penalty: 5991.040527
	Iteration 58Q: 3 clusters Score -2.253515e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 172451 members 
Entering Unmasked Estep 
Score: -22535114.000000 Penalty: 5991.040527
	Iteration 59Q: 3 clusters Score -2.253511e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 172740 members 
Entering Unmasked Estep 
Score: -22535050.000000 Penalty: 5991.040527
	Iteration 60F: 3 clusters Score -2.253505e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -22535068.000000 Penalty: 5991.040527
	Iteration 61Q: 3 clusters Score -2.253507e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -22535058.000000 Penalty: 5991.040527
	Iteration 62Q: 3 clusters Score -2.253506e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 173362 members 
Entering Unmasked Estep 
Score: -22535028.000000 Penalty: 5991.040527
	Iteration 63Q: 3 clusters Score -2.253503e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -22535012.000000 Penalty: 5991.040527
	Iteration 64Q: 3 clusters Score -2.253501e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -22535010.000000 Penalty: 5991.040527
	Iteration 65Q: 3 clusters Score -2.253501e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 173768 members 
Entering Unmasked Estep 
Score: -22535018.000000 Penalty: 5991.040527
	Iteration 66Q: 3 clusters Score -2.253502e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 173869 members 
Entering Unmasked Estep 
Score: -22534986.000000 Penalty: 5991.040527
	Iteration 67Q: 3 clusters Score -2.253499e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 173951 members 
Entering Unmasked Estep 
Score: -22534996.000000 Penalty: 5991.040527
	Iteration 68Q: 3 clusters Score -2.2535e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -22535024.000000 Penalty: 5991.040527
	Iteration 69Q: 3 clusters Score -2.253502e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -22535032.000000 Penalty: 5991.040527
	Iteration 70Q: 3 clusters Score -2.253503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 174154 members 
Entering Unmasked Estep 
Score: -22535042.000000 Penalty: 5991.040527
	Iteration 71Q: 3 clusters Score -2.253504e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -22535044.000000 Penalty: 5991.040527
	Iteration 72Q: 3 clusters Score -2.253504e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -22535048.000000 Penalty: 5991.040527
	Iteration 73Q: 3 clusters Score -2.253505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 174272 members 
Entering Unmasked Estep 
Score: -22535042.000000 Penalty: 5991.040527
	Iteration 74Q: 3 clusters Score -2.253504e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 174307 members 
Entering Unmasked Estep 
Score: -22535048.000000 Penalty: 5991.040527
	Iteration 75Q: 3 clusters Score -2.253505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 174341 members 
Entering Unmasked Estep 
Score: -22535024.000000 Penalty: 5991.040527
	Iteration 76Q: 3 clusters Score -2.253502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 174359 members 
Entering Unmasked Estep 
Score: -22535002.000000 Penalty: 5991.040527
	Iteration 77Q: 3 clusters Score -2.2535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -22535000.000000 Penalty: 5991.040527
	Iteration 78Q: 3 clusters Score -2.2535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -22535004.000000 Penalty: 5991.040527
	Iteration 79Q: 3 clusters Score -2.2535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 174383 members 
Entering Unmasked Estep 
Score: -22534998.000000 Penalty: 5991.040527
	Iteration 80F: 3 clusters Score -2.2535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -22535000.000000 Penalty: 5991.040527
	Iteration 81Q: 3 clusters Score -2.2535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 174393 members 
Entering Unmasked Estep 
Score: -22535000.000000 Penalty: 5991.040527
	Iteration 82Q: 3 clusters Score -2.2535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 174396 members 
Entering Unmasked Estep 
Score: -22534988.000000 Penalty: 5991.040527
	Iteration 83Q: 3 clusters Score -2.253499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -22534986.000000 Penalty: 5991.040527
	Iteration 84Q: 3 clusters Score -2.253499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -22534992.000000 Penalty: 5991.040527
	Iteration 85Q: 3 clusters Score -2.253499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 174401 members 
Entering Unmasked Estep 
Score: -22535000.000000 Penalty: 5991.040527
	Iteration 86Q: 3 clusters Score -2.2535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 174405 members 
Entering Unmasked Estep 
Score: -22535002.000000 Penalty: 5991.040527
	Iteration 87Q: 3 clusters Score -2.2535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 174409 members 
Entering Unmasked Estep 
Score: -22534992.000000 Penalty: 5991.040527
	Iteration 88Q: 3 clusters Score -2.253499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 174409 members 
Entering Unmasked Estep 
Score: -22534992.000000 Penalty: 5991.040527
	Iteration 89F: 3 clusters Score -2.253499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 69029 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 16075 members 
Mstep: Class 5 contains 50218 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 59614 members 
Mstep: Class 9 contains 58358 members 
Mstep: Class 10 contains 58511 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54680 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 373 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 20 contains 187172 members 
Mstep: Class 21 contains 176083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277936.000000 Penalty: 67304.742188
Iteration 199Q: 21 clusters Score -9.827794e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 69019 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16079 members 
Mstep: Class 5 contains 50225 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 59614 members 
Mstep: Class 9 contains 58359 members 
Mstep: Class 10 contains 58515 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54670 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 374 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 11858 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 20 contains 187175 members 
Mstep: Class 21 contains 176085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278104.000000 Penalty: 67304.742188
Iteration 200F: 21 clusters Score -9.82781e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 69013 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16082 members 
Mstep: Class 5 contains 50233 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 59619 members 
Mstep: Class 9 contains 58366 members 
Mstep: Class 10 contains 58519 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54661 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 376 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 640 members 
Mstep: Class 20 contains 187167 members 
Mstep: Class 21 contains 176078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278168.000000 Penalty: 67304.742188
Iteration 201Q: 21 clusters Score -9.827817e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 69002 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16087 members 
Mstep: Class 5 contains 50235 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1062 members 
Mstep: Class 8 contains 59611 members 
Mstep: Class 9 contains 58373 members 
Mstep: Class 10 contains 58522 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54655 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 11861 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187156 members 
Mstep: Class 21 contains 176096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278136.000000 Penalty: 67304.742188
Iteration 202Q: 21 clusters Score -9.827814e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 69002 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16094 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 59611 members 
Mstep: Class 9 contains 58373 members 
Mstep: Class 10 contains 58521 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54647 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 11861 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187148 members 
Mstep: Class 21 contains 176104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 67304.742188
Iteration 203Q: 21 clusters Score -9.827815e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 68999 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16096 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 59614 members 
Mstep: Class 9 contains 58371 members 
Mstep: Class 10 contains 58519 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54637 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 25613 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187156 members 
Mstep: Class 21 contains 176107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278128.000000 Penalty: 67304.742188
Iteration 204Q: 21 clusters Score -9.827813e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 68991 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16102 members 
Mstep: Class 5 contains 50245 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 58371 members 
Mstep: Class 10 contains 58519 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54633 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187167 members 
Mstep: Class 21 contains 176092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278104.000000 Penalty: 67304.742188
Iteration 205Q: 21 clusters Score -9.82781e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 68977 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16103 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 58372 members 
Mstep: Class 10 contains 58512 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54629 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187172 members 
Mstep: Class 21 contains 176107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278064.000000 Penalty: 67304.742188
Iteration 206Q: 21 clusters Score -9.827806e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 68968 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16104 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59624 members 
Mstep: Class 9 contains 58374 members 
Mstep: Class 10 contains 58505 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54618 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187163 members 
Mstep: Class 21 contains 176130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278040.000000 Penalty: 67304.742188
Iteration 207Q: 21 clusters Score -9.827804e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 68964 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59629 members 
Mstep: Class 9 contains 58384 members 
Mstep: Class 10 contains 58498 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54612 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187164 members 
Mstep: Class 21 contains 176128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278112.000000 Penalty: 67304.742188
Iteration 208Q: 21 clusters Score -9.827811e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 68960 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16109 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59626 members 
Mstep: Class 9 contains 58390 members 
Mstep: Class 10 contains 58491 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 54613 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187175 members 
Mstep: Class 21 contains 176122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278232.000000 Penalty: 67304.742188
Iteration 209Q: 21 clusters Score -9.827823e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 68957 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16110 members 
Mstep: Class 5 contains 50247 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 58403 members 
Mstep: Class 10 contains 58490 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 54606 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25621 members 
Mstep: Class 17 contains 11863 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187187 members 
Mstep: Class 21 contains 176110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278240.000000 Penalty: 67304.742188
Iteration 210Q: 21 clusters Score -9.827824e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68956 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16111 members 
Mstep: Class 5 contains 50248 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59625 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 58491 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 54596 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 11865 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187191 members 
Mstep: Class 21 contains 176099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278192.000000 Penalty: 67304.742188
Iteration 211Q: 21 clusters Score -9.827819e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68950 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16116 members 
Mstep: Class 5 contains 50248 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59637 members 
Mstep: Class 9 contains 58423 members 
Mstep: Class 10 contains 58492 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 54590 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 11864 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187202 members 
Mstep: Class 21 contains 176080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278160.000000 Penalty: 67304.742188
Iteration 212Q: 21 clusters Score -9.827816e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68941 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16117 members 
Mstep: Class 5 contains 50247 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59642 members 
Mstep: Class 9 contains 58429 members 
Mstep: Class 10 contains 58487 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 54588 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187216 members 
Mstep: Class 21 contains 176064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278264.000000 Penalty: 67304.742188
Iteration 213Q: 21 clusters Score -9.827826e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68931 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 50251 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59638 members 
Mstep: Class 9 contains 58438 members 
Mstep: Class 10 contains 58481 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 54594 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25628 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187230 members 
Mstep: Class 21 contains 176042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 67304.742188
Iteration 214Q: 21 clusters Score -9.82782e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68921 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16127 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59646 members 
Mstep: Class 9 contains 58449 members 
Mstep: Class 10 contains 58483 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54597 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25630 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187230 members 
Mstep: Class 21 contains 176016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 67304.742188
Iteration 215Q: 21 clusters Score -9.827812e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68921 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16140 members 
Mstep: Class 5 contains 50257 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59655 members 
Mstep: Class 9 contains 58459 members 
Mstep: Class 10 contains 58479 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54605 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187229 members 
Mstep: Class 21 contains 175974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 67304.742188
Iteration 216Q: 21 clusters Score -9.827815e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68920 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16147 members 
Mstep: Class 5 contains 50257 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59657 members 
Mstep: Class 9 contains 58483 members 
Mstep: Class 10 contains 58480 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54612 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25629 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187228 members 
Mstep: Class 21 contains 175937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278072.000000 Penalty: 67304.742188
Iteration 217Q: 21 clusters Score -9.827807e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68913 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16151 members 
Mstep: Class 5 contains 50260 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59667 members 
Mstep: Class 9 contains 58501 members 
Mstep: Class 10 contains 58482 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54616 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187249 members 
Mstep: Class 21 contains 175879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277888.000000 Penalty: 67304.742188
Iteration 218Q: 21 clusters Score -9.827789e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68918 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16154 members 
Mstep: Class 5 contains 50259 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59672 members 
Mstep: Class 9 contains 58520 members 
Mstep: Class 10 contains 58481 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54618 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187266 members 
Mstep: Class 21 contains 175827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277984.000000 Penalty: 67304.742188
Iteration 219Q: 21 clusters Score -9.827798e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68919 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16157 members 
Mstep: Class 5 contains 50261 members 
Mstep: Class 6 contains 495 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 59674 members 
Mstep: Class 9 contains 58536 members 
Mstep: Class 10 contains 58481 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54621 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187266 members 
Mstep: Class 21 contains 175799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278016.000000 Penalty: 67304.742188
Iteration 220F: 21 clusters Score -9.827802e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 68917 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16160 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1056 members 
Mstep: Class 8 contains 59675 members 
Mstep: Class 9 contains 58558 members 
Mstep: Class 10 contains 58479 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54622 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 384 members 
Mstep: Class 16 contains 25636 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187275 members 
Mstep: Class 21 contains 175761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277984.000000 Penalty: 67304.742188
Iteration 221Q: 21 clusters Score -9.827798e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 68923 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16162 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 59673 members 
Mstep: Class 9 contains 58569 members 
Mstep: Class 10 contains 58479 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54622 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187281 members 
Mstep: Class 21 contains 175739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 67304.742188
Iteration 222Q: 21 clusters Score -9.827814e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 68921 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16161 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 59674 members 
Mstep: Class 9 contains 58575 members 
Mstep: Class 10 contains 58481 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54621 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 25639 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187300 members 
Mstep: Class 21 contains 175710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278096.000000 Penalty: 67304.742188
Iteration 223Q: 21 clusters Score -9.82781e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 68920 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16164 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 59669 members 
Mstep: Class 9 contains 58592 members 
Mstep: Class 10 contains 58486 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54622 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 16 contains 25646 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187299 members 
Mstep: Class 21 contains 175687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278064.000000 Penalty: 67304.742188
Iteration 224Q: 21 clusters Score -9.827806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 68915 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16170 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 59668 members 
Mstep: Class 9 contains 58607 members 
Mstep: Class 10 contains 58487 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54623 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 396 members 
Mstep: Class 16 contains 25651 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187294 members 
Mstep: Class 21 contains 175670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278056.000000 Penalty: 67304.742188
Iteration 225Q: 21 clusters Score -9.827806e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68923 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16180 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 59666 members 
Mstep: Class 9 contains 58619 members 
Mstep: Class 10 contains 58493 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54627 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 25652 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187262 members 
Mstep: Class 21 contains 175666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 67304.742188
Iteration 226Q: 21 clusters Score -9.827812e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68922 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16187 members 
Mstep: Class 5 contains 50260 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 59671 members 
Mstep: Class 9 contains 58634 members 
Mstep: Class 10 contains 58501 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54636 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 25651 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187231 members 
Mstep: Class 21 contains 175660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278040.000000 Penalty: 67304.742188
Iteration 227Q: 21 clusters Score -9.827804e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68923 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16198 members 
Mstep: Class 5 contains 50260 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59681 members 
Mstep: Class 9 contains 58648 members 
Mstep: Class 10 contains 58511 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54640 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25652 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187185 members 
Mstep: Class 21 contains 175654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278016.000000 Penalty: 67304.742188
Iteration 228Q: 21 clusters Score -9.827802e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68923 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16206 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59693 members 
Mstep: Class 9 contains 58674 members 
Mstep: Class 10 contains 58519 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54647 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25653 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187143 members 
Mstep: Class 21 contains 175629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278072.000000 Penalty: 67304.742188
Iteration 229Q: 21 clusters Score -9.827807e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68925 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16216 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59699 members 
Mstep: Class 9 contains 58695 members 
Mstep: Class 10 contains 58524 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54654 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25655 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187104 members 
Mstep: Class 21 contains 175605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 67304.742188
Iteration 230Q: 21 clusters Score -9.827812e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68925 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16227 members 
Mstep: Class 5 contains 50279 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59708 members 
Mstep: Class 9 contains 58719 members 
Mstep: Class 10 contains 58530 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54646 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25660 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187065 members 
Mstep: Class 21 contains 175592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277960.000000 Penalty: 67304.742188
Iteration 231Q: 21 clusters Score -9.827796e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68922 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16240 members 
Mstep: Class 5 contains 50281 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59704 members 
Mstep: Class 9 contains 58740 members 
Mstep: Class 10 contains 58535 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54638 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25660 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187061 members 
Mstep: Class 21 contains 175571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277952.000000 Penalty: 67304.742188
Iteration 232Q: 21 clusters Score -9.827795e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68921 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 50287 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59700 members 
Mstep: Class 9 contains 58758 members 
Mstep: Class 10 contains 58537 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54626 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25661 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187064 members 
Mstep: Class 21 contains 175552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277888.000000 Penalty: 67304.742188
Iteration 233Q: 21 clusters Score -9.827789e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68923 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59702 members 
Mstep: Class 9 contains 58779 members 
Mstep: Class 10 contains 58543 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54617 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25663 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187063 members 
Mstep: Class 21 contains 175523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277832.000000 Penalty: 67304.742188
Iteration 234Q: 21 clusters Score -9.827783e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68924 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 50296 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59701 members 
Mstep: Class 9 contains 58802 members 
Mstep: Class 10 contains 58543 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54614 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25664 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187065 members 
Mstep: Class 21 contains 175497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277904.000000 Penalty: 67304.742188
Iteration 235Q: 21 clusters Score -9.82779e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68925 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16249 members 
Mstep: Class 5 contains 50297 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59696 members 
Mstep: Class 9 contains 58830 members 
Mstep: Class 10 contains 58541 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54605 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25662 members 
Mstep: Class 17 contains 11871 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187067 members 
Mstep: Class 21 contains 175478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277888.000000 Penalty: 67304.742188
Iteration 236Q: 21 clusters Score -9.827789e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68925 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16252 members 
Mstep: Class 5 contains 50299 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59689 members 
Mstep: Class 9 contains 58855 members 
Mstep: Class 10 contains 58540 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54593 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25663 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187069 members 
Mstep: Class 21 contains 175464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277920.000000 Penalty: 67304.742188
Iteration 237Q: 21 clusters Score -9.827792e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68924 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16254 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59691 members 
Mstep: Class 9 contains 58874 members 
Mstep: Class 10 contains 58537 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54583 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25660 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187070 members 
Mstep: Class 21 contains 175461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277824.000000 Penalty: 67304.742188
Iteration 238Q: 21 clusters Score -9.827782e+07 nChanged 97
Entering ConstructFrom: 
Score: -98277824.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -899968.250000 Penalty: 2206.964111
	Iteration 0F: 2 clusters Score -899968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -894035.875000 Penalty: 4413.928223
	Iteration 0F: 3 clusters Score -894035.9 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -895851.750000 Penalty: 4413.928223
	Iteration 1F: 3 clusters Score -895851.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -896479.937500 Penalty: 4413.928223
	Iteration 2F: 3 clusters Score -896479.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -897060.437500 Penalty: 4413.928223
	Iteration 3F: 3 clusters Score -897060.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -897526.875000 Penalty: 4413.928223
	Iteration 4F: 3 clusters Score -897526.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -897939.125000 Penalty: 4413.928223
	Iteration 5F: 3 clusters Score -897939.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -898287.000000 Penalty: 4413.928223
	Iteration 6F: 3 clusters Score -898287 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -898506.937500 Penalty: 4413.928223
	Iteration 7Q: 3 clusters Score -898506.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -898642.250000 Penalty: 4413.928223
	Iteration 8Q: 3 clusters Score -898642.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -898733.000000 Penalty: 4413.928223
	Iteration 9Q: 3 clusters Score -898733 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -898796.875000 Penalty: 4413.928223
	Iteration 10Q: 3 clusters Score -898796.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -898845.250000 Penalty: 4413.928223
	Iteration 11Q: 3 clusters Score -898845.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -898871.437500 Penalty: 4413.928223
	Iteration 12Q: 3 clusters Score -898871.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -898884.562500 Penalty: 4413.928223
	Iteration 13Q: 3 clusters Score -898884.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -898897.312500 Penalty: 4413.928223
	Iteration 14Q: 3 clusters Score -898897.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -898912.875000 Penalty: 4413.928223
	Iteration 15Q: 3 clusters Score -898912.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -898923.812500 Penalty: 4413.928223
	Iteration 16Q: 3 clusters Score -898923.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -898928.312500 Penalty: 4413.928223
	Iteration 17Q: 3 clusters Score -898928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -898937.500000 Penalty: 4413.928223
	Iteration 18Q: 3 clusters Score -898937.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -898940.937500 Penalty: 4413.928223
	Iteration 19Q: 3 clusters Score -898940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -898944.187500 Penalty: 4413.928223
	Iteration 20F: 3 clusters Score -898944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -898951.375000 Penalty: 4413.928223
	Iteration 21Q: 3 clusters Score -898951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -898953.375000 Penalty: 4413.928223
	Iteration 22Q: 3 clusters Score -898953.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -898958.312500 Penalty: 4413.928223
	Iteration 23Q: 3 clusters Score -898958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -898960.375000 Penalty: 4413.928223
	Iteration 24Q: 3 clusters Score -898960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -898961.812500 Penalty: 4413.928223
	Iteration 25Q: 3 clusters Score -898961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -898964.375000 Penalty: 4413.928223
	Iteration 26Q: 3 clusters Score -898964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -898968.062500 Penalty: 4413.928223
	Iteration 27Q: 3 clusters Score -898968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -898968.625000 Penalty: 4413.928223
	Iteration 28Q: 3 clusters Score -898968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -898970.187500 Penalty: 4413.928223
	Iteration 29Q: 3 clusters Score -898970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -898971.187500 Penalty: 4413.928223
	Iteration 30Q: 3 clusters Score -898971.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -898970.500000 Penalty: 4413.928223
	Iteration 31Q: 3 clusters Score -898970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -898974.250000 Penalty: 4413.928223
	Iteration 32Q: 3 clusters Score -898974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -898977.000000 Penalty: 4413.928223
	Iteration 33Q: 3 clusters Score -898977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -898979.937500 Penalty: 4413.928223
	Iteration 34Q: 3 clusters Score -898979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -898987.937500 Penalty: 4413.928223
	Iteration 35Q: 3 clusters Score -898987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -898989.250000 Penalty: 4413.928223
	Iteration 36Q: 3 clusters Score -898989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -898995.062500 Penalty: 4413.928223
	Iteration 37Q: 3 clusters Score -898995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -898996.187500 Penalty: 4413.928223
	Iteration 38Q: 3 clusters Score -898996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -898997.812500 Penalty: 4413.928223
	Iteration 39Q: 3 clusters Score -898997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -898996.000000 Penalty: 4413.928223
	Iteration 40F: 3 clusters Score -898996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -898997.625000 Penalty: 4413.928223
	Iteration 41Q: 3 clusters Score -898997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -898998.312500 Penalty: 4413.928223
	Iteration 42Q: 3 clusters Score -898998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -898998.750000 Penalty: 4413.928223
	Iteration 43Q: 3 clusters Score -898998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -899000.312500 Penalty: 4413.928223
	Iteration 44Q: 3 clusters Score -899000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -899001.500000 Penalty: 4413.928223
	Iteration 45Q: 3 clusters Score -899001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -899002.250000 Penalty: 4413.928223
	Iteration 46Q: 3 clusters Score -899002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -899002.937500 Penalty: 4413.928223
	Iteration 47Q: 3 clusters Score -899002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -899004.562500 Penalty: 4413.928223
	Iteration 48Q: 3 clusters Score -899004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -899005.125000 Penalty: 4413.928223
	Iteration 49Q: 3 clusters Score -899005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -899005.875000 Penalty: 4413.928223
	Iteration 50Q: 3 clusters Score -899005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -899006.500000 Penalty: 4413.928223
	Iteration 51Q: 3 clusters Score -899006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -899006.500000 Penalty: 4413.928223
	Iteration 52F: 3 clusters Score -899006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Entering Unmasked Estep 
Score: -8623151.000000 Penalty: 2762.890381
	Iteration 0F: 2 clusters Score -8623151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -8576973.000000 Penalty: 5525.780762
	Iteration 0F: 3 clusters Score -8576973 nChanged 32199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -8594791.000000 Penalty: 5525.780762
	Iteration 1F: 3 clusters Score -8594791 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -8595304.000000 Penalty: 5525.780762
	Iteration 2Q: 3 clusters Score -8595304 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -8595778.000000 Penalty: 5525.780762
	Iteration 3Q: 3 clusters Score -8595778 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -8596319.000000 Penalty: 5525.780762
	Iteration 4Q: 3 clusters Score -8596319 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -8597063.000000 Penalty: 5525.780762
	Iteration 5Q: 3 clusters Score -8597063 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -8598330.000000 Penalty: 5525.780762
	Iteration 6Q: 3 clusters Score -8598330 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -8600693.000000 Penalty: 5525.780762
	Iteration 7F: 3 clusters Score -8600693 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -8604328.000000 Penalty: 5525.780762
	Iteration 8F: 3 clusters Score -8604328 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -8609431.000000 Penalty: 5525.780762
	Iteration 9F: 3 clusters Score -8609431 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8614856.000000 Penalty: 5525.780762
	Iteration 10F: 3 clusters Score -8614856 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8618490.000000 Penalty: 5525.780762
	Iteration 11F: 3 clusters Score -8618490 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8620007.000000 Penalty: 5525.780762
	Iteration 12Q: 3 clusters Score -8620007 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8620420.000000 Penalty: 5525.780762
	Iteration 13Q: 3 clusters Score -8620420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8620538.000000 Penalty: 5525.780762
	Iteration 14Q: 3 clusters Score -8620538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8620576.000000 Penalty: 5525.780762
	Iteration 15Q: 3 clusters Score -8620576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8620617.000000 Penalty: 5525.780762
	Iteration 16Q: 3 clusters Score -8620617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8620618.000000 Penalty: 5525.780762
	Iteration 17Q: 3 clusters Score -8620618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8620634.000000 Penalty: 5525.780762
	Iteration 18Q: 3 clusters Score -8620634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8620646.000000 Penalty: 5525.780762
	Iteration 19Q: 3 clusters Score -8620646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68725 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8620672.000000 Penalty: 5525.780762
	Iteration 20F: 3 clusters Score -8620672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8620688.000000 Penalty: 5525.780762
	Iteration 21Q: 3 clusters Score -8620688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8620700.000000 Penalty: 5525.780762
	Iteration 22Q: 3 clusters Score -8620700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8620701.000000 Penalty: 5525.780762
	Iteration 23Q: 3 clusters Score -8620701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8620699.000000 Penalty: 5525.780762
	Iteration 24Q: 3 clusters Score -8620699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8620698.000000 Penalty: 5525.780762
	Iteration 25Q: 3 clusters Score -8620698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8620698.000000 Penalty: 5525.780762
	Iteration 26F: 3 clusters Score -8620698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -37602.609375 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -37602.61 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 165 members 
Entering Unmasked Estep 
Score: -36205.460938 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -36205.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36421.839844 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -36421.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36565.285156 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -36565.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36659.492188 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -36659.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36776.570312 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -36776.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36889.953125 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36889.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36911.273438 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36911.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36916.394531 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36916.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36918.828125 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -36918.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36918.828125 Penalty: 2943.707520
	Iteration 9F: 3 clusters Score -36918.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Entering Unmasked Estep 
Score: -2114993.250000 Penalty: 2404.783936
	Iteration 0F: 2 clusters Score -2114993 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 8216 members 
Entering Unmasked Estep 
Score: -2103392.000000 Penalty: 4809.567871
	Iteration 0F: 3 clusters Score -2103392 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2107042.250000 Penalty: 4809.567871
	Iteration 1F: 3 clusters Score -2107042 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2107425.500000 Penalty: 4809.567871
	Iteration 2F: 3 clusters Score -2107426 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2107715.500000 Penalty: 4809.567871
	Iteration 3Q: 3 clusters Score -2107716 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2107948.000000 Penalty: 4809.567871
	Iteration 4Q: 3 clusters Score -2107948 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2108184.250000 Penalty: 4809.567871
	Iteration 5Q: 3 clusters Score -2108184 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2108394.750000 Penalty: 4809.567871
	Iteration 6Q: 3 clusters Score -2108395 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2108620.500000 Penalty: 4809.567871
	Iteration 7Q: 3 clusters Score -2108620 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2108879.500000 Penalty: 4809.567871
	Iteration 8Q: 3 clusters Score -2108880 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2109139.500000 Penalty: 4809.567871
	Iteration 9Q: 3 clusters Score -2109140 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2109445.000000 Penalty: 4809.567871
	Iteration 10Q: 3 clusters Score -2109445 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2109810.250000 Penalty: 4809.567871
	Iteration 11Q: 3 clusters Score -2109810 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2110216.250000 Penalty: 4809.567871
	Iteration 12Q: 3 clusters Score -2110216 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2110666.000000 Penalty: 4809.567871
	Iteration 13Q: 3 clusters Score -2110666 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2111073.500000 Penalty: 4809.567871
	Iteration 14Q: 3 clusters Score -2111074 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2111382.750000 Penalty: 4809.567871
	Iteration 15Q: 3 clusters Score -2111383 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2111553.750000 Penalty: 4809.567871
	Iteration 16Q: 3 clusters Score -2111554 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2111656.750000 Penalty: 4809.567871
	Iteration 17Q: 3 clusters Score -2111657 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2111716.500000 Penalty: 4809.567871
	Iteration 18Q: 3 clusters Score -2111716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2111765.000000 Penalty: 4809.567871
	Iteration 19Q: 3 clusters Score -2111765 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2111792.000000 Penalty: 4809.567871
	Iteration 20F: 3 clusters Score -2111792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2111823.250000 Penalty: 4809.567871
	Iteration 21Q: 3 clusters Score -2111823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2111838.750000 Penalty: 4809.567871
	Iteration 22Q: 3 clusters Score -2111839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2111852.250000 Penalty: 4809.567871
	Iteration 23Q: 3 clusters Score -2111852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2111875.250000 Penalty: 4809.567871
	Iteration 24Q: 3 clusters Score -2111875 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2111887.000000 Penalty: 4809.567871
	Iteration 25Q: 3 clusters Score -2111887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2111907.500000 Penalty: 4809.567871
	Iteration 26Q: 3 clusters Score -2111908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2111911.250000 Penalty: 4809.567871
	Iteration 27Q: 3 clusters Score -2111911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2111921.000000 Penalty: 4809.567871
	Iteration 28Q: 3 clusters Score -2111921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2111924.000000 Penalty: 4809.567871
	Iteration 29Q: 3 clusters Score -2111924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2111930.750000 Penalty: 4809.567871
	Iteration 30Q: 3 clusters Score -2111931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2111937.250000 Penalty: 4809.567871
	Iteration 31Q: 3 clusters Score -2111937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2111944.750000 Penalty: 4809.567871
	Iteration 32Q: 3 clusters Score -2111945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2111945.750000 Penalty: 4809.567871
	Iteration 33Q: 3 clusters Score -2111946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2111949.750000 Penalty: 4809.567871
	Iteration 34Q: 3 clusters Score -2111950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2111955.250000 Penalty: 4809.567871
	Iteration 35Q: 3 clusters Score -2111955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2111955.250000 Penalty: 4809.567871
	Iteration 36Q: 3 clusters Score -2111955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2111953.000000 Penalty: 4809.567871
	Iteration 37Q: 3 clusters Score -2111953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2111954.000000 Penalty: 4809.567871
	Iteration 38Q: 3 clusters Score -2111954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2111955.500000 Penalty: 4809.567871
	Iteration 39Q: 3 clusters Score -2111956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2111958.250000 Penalty: 4809.567871
	Iteration 40F: 3 clusters Score -2111958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2111959.000000 Penalty: 4809.567871
	Iteration 41Q: 3 clusters Score -2111959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2111957.500000 Penalty: 4809.567871
	Iteration 42Q: 3 clusters Score -2111958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2111959.750000 Penalty: 4809.567871
	Iteration 43Q: 3 clusters Score -2111960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2111958.750000 Penalty: 4809.567871
	Iteration 44Q: 3 clusters Score -2111959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2111959.750000 Penalty: 4809.567871
	Iteration 45Q: 3 clusters Score -2111960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2111962.000000 Penalty: 4809.567871
	Iteration 46Q: 3 clusters Score -2111962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2111963.000000 Penalty: 4809.567871
	Iteration 47Q: 3 clusters Score -2111963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2111961.500000 Penalty: 4809.567871
	Iteration 48Q: 3 clusters Score -2111962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2111962.500000 Penalty: 4809.567871
	Iteration 49Q: 3 clusters Score -2111962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2111961.250000 Penalty: 4809.567871
	Iteration 50Q: 3 clusters Score -2111961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2111961.250000 Penalty: 4809.567871
	Iteration 51F: 3 clusters Score -2111961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Entering Unmasked Estep 
Score: -6506790.000000 Penalty: 2684.758789
	Iteration 0F: 2 clusters Score -6506790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -6473002.500000 Penalty: 5369.517578
	Iteration 0F: 3 clusters Score -6473002 nChanged 23150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6485795.000000 Penalty: 5369.517578
	Iteration 1F: 3 clusters Score -6485795 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -6486334.500000 Penalty: 5369.517578
	Iteration 2Q: 3 clusters Score -6486334 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6486840.500000 Penalty: 5369.517578
	Iteration 3Q: 3 clusters Score -6486840 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -6487371.500000 Penalty: 5369.517578
	Iteration 4Q: 3 clusters Score -6487372 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6487901.000000 Penalty: 5369.517578
	Iteration 5Q: 3 clusters Score -6487901 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6488587.000000 Penalty: 5369.517578
	Iteration 6Q: 3 clusters Score -6488587 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -6489404.500000 Penalty: 5369.517578
	Iteration 7Q: 3 clusters Score -6489404 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6490676.000000 Penalty: 5369.517578
	Iteration 8Q: 3 clusters Score -6490676 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -6492372.000000 Penalty: 5369.517578
	Iteration 9F: 3 clusters Score -6492372 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -6494589.000000 Penalty: 5369.517578
	Iteration 10F: 3 clusters Score -6494589 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -6497159.000000 Penalty: 5369.517578
	Iteration 11F: 3 clusters Score -6497159 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6499510.000000 Penalty: 5369.517578
	Iteration 12F: 3 clusters Score -6499510 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -6501127.500000 Penalty: 5369.517578
	Iteration 13Q: 3 clusters Score -6501128 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -6502174.500000 Penalty: 5369.517578
	Iteration 14Q: 3 clusters Score -6502174 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -6502808.000000 Penalty: 5369.517578
	Iteration 15Q: 3 clusters Score -6502808 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -6503290.000000 Penalty: 5369.517578
	Iteration 16Q: 3 clusters Score -6503290 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -6503559.500000 Penalty: 5369.517578
	Iteration 17Q: 3 clusters Score -6503560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -6503731.000000 Penalty: 5369.517578
	Iteration 18Q: 3 clusters Score -6503731 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -6503891.500000 Penalty: 5369.517578
	Iteration 19Q: 3 clusters Score -6503892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -6504000.500000 Penalty: 5369.517578
	Iteration 20F: 3 clusters Score -6504000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -6504069.500000 Penalty: 5369.517578
	Iteration 21Q: 3 clusters Score -6504070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6504130.000000 Penalty: 5369.517578
	Iteration 22Q: 3 clusters Score -6504130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6504172.000000 Penalty: 5369.517578
	Iteration 23Q: 3 clusters Score -6504172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6504201.500000 Penalty: 5369.517578
	Iteration 24Q: 3 clusters Score -6504202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -6504233.500000 Penalty: 5369.517578
	Iteration 25Q: 3 clusters Score -6504234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -6504246.500000 Penalty: 5369.517578
	Iteration 26Q: 3 clusters Score -6504246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -6504272.500000 Penalty: 5369.517578
	Iteration 27Q: 3 clusters Score -6504272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -6504282.500000 Penalty: 5369.517578
	Iteration 28Q: 3 clusters Score -6504282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6504297.000000 Penalty: 5369.517578
	Iteration 29Q: 3 clusters Score -6504297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -6504305.000000 Penalty: 5369.517578
	Iteration 30Q: 3 clusters Score -6504305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -6504313.000000 Penalty: 5369.517578
	Iteration 31Q: 3 clusters Score -6504313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6504332.000000 Penalty: 5369.517578
	Iteration 32Q: 3 clusters Score -6504332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6504345.500000 Penalty: 5369.517578
	Iteration 33Q: 3 clusters Score -6504346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6504352.000000 Penalty: 5369.517578
	Iteration 34Q: 3 clusters Score -6504352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6504368.500000 Penalty: 5369.517578
	Iteration 35Q: 3 clusters Score -6504368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -6504379.500000 Penalty: 5369.517578
	Iteration 36Q: 3 clusters Score -6504380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -6504393.000000 Penalty: 5369.517578
	Iteration 37Q: 3 clusters Score -6504393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -6504397.000000 Penalty: 5369.517578
	Iteration 38Q: 3 clusters Score -6504397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -6504405.000000 Penalty: 5369.517578
	Iteration 39Q: 3 clusters Score -6504405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6504413.000000 Penalty: 5369.517578
	Iteration 40F: 3 clusters Score -6504413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -6504425.000000 Penalty: 5369.517578
	Iteration 41Q: 3 clusters Score -6504425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6504427.000000 Penalty: 5369.517578
	Iteration 42Q: 3 clusters Score -6504427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -6504438.500000 Penalty: 5369.517578
	Iteration 43Q: 3 clusters Score -6504438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6504437.000000 Penalty: 5369.517578
	Iteration 44Q: 3 clusters Score -6504437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6504437.000000 Penalty: 5369.517578
	Iteration 45F: 3 clusters Score -6504437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -59510.968750 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -59510.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57981.089844 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -57981.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58179.765625 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -58179.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58242.449219 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -58242.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58266.714844 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -58266.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58279.171875 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -58279.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58307.183594 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -58307.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58317.886719 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -58317.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58325.214844 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -58325.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58328.214844 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -58328.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58328.988281 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -58328.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58330.632812 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -58330.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58335.898438 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -58335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58336.875000 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -58336.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58336.875000 Penalty: 3078.461670
	Iteration 13F: 3 clusters Score -58336.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -112469.851562 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -112469.9 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 541 members 
Entering Unmasked Estep 
Score: -110542.234375 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -110542.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111105.976562 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -111106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -111401.992188 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -111402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -111694.140625 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -111694.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -112032.156250 Penalty: 3445.222900
	Iteration 4F: 3 clusters Score -112032.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -112249.078125 Penalty: 3445.222900
	Iteration 5F: 3 clusters Score -112249.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -112337.093750 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -112337.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -112399.929688 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -112399.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -112456.601562 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -112456.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -112495.218750 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -112495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112577.726562 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -112577.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -112628.445312 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -112628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -112669.085938 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -112669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -112813.015625 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -112813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -113078.023438 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -113078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -113183.171875 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -113183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -113202.781250 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -113202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -113212.945312 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -113212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -113221.882812 Penalty: 3445.222900
	Iteration 18Q: 3 clusters Score -113221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -113230.015625 Penalty: 3445.222900
	Iteration 19Q: 3 clusters Score -113230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -113248.578125 Penalty: 3445.222900
	Iteration 20F: 3 clusters Score -113248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -113267.523438 Penalty: 3445.222900
	Iteration 21Q: 3 clusters Score -113267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -113274.242188 Penalty: 3445.222900
	Iteration 22Q: 3 clusters Score -113274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -113275.070312 Penalty: 3445.222900
	Iteration 23Q: 3 clusters Score -113275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -113275.070312 Penalty: 3445.222900
	Iteration 24F: 3 clusters Score -113275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68919 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 59689 members 
Mstep: Class 9 contains 58887 members 
Mstep: Class 10 contains 58536 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54574 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25661 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 757 members 
Mstep: Class 20 contains 187063 members 
Mstep: Class 21 contains 175461 members 
Entering Unmasked Estep 
Score: -98276840.000000 Penalty: 70669.984375
Splitting cluster 7 changes total score from -98277824.000000 to -98276840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (59689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Entering Unmasked Estep 
Score: -7698563.500000 Penalty: 2727.231934
	Iteration 0F: 2 clusters Score -7698564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -7658479.000000 Penalty: 5454.463867
	Iteration 0F: 3 clusters Score -7658479 nChanged 27789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -7674149.000000 Penalty: 5454.463867
	Iteration 1F: 3 clusters Score -7674149 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -7675113.500000 Penalty: 5454.463867
	Iteration 2Q: 3 clusters Score -7675114 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7676341.500000 Penalty: 5454.463867
	Iteration 3Q: 3 clusters Score -7676342 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7678253.000000 Penalty: 5454.463867
	Iteration 4F: 3 clusters Score -7678253 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -7681126.500000 Penalty: 5454.463867
	Iteration 5F: 3 clusters Score -7681126 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -7684830.000000 Penalty: 5454.463867
	Iteration 6F: 3 clusters Score -7684830 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -7688924.500000 Penalty: 5454.463867
	Iteration 7F: 3 clusters Score -7688924 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -7691973.000000 Penalty: 5454.463867
	Iteration 8F: 3 clusters Score -7691973 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -7693694.500000 Penalty: 5454.463867
	Iteration 9Q: 3 clusters Score -7693694 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -7694574.000000 Penalty: 5454.463867
	Iteration 10Q: 3 clusters Score -7694574 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -7695090.000000 Penalty: 5454.463867
	Iteration 11Q: 3 clusters Score -7695090 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7695360.500000 Penalty: 5454.463867
	Iteration 12Q: 3 clusters Score -7695360 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -7695562.500000 Penalty: 5454.463867
	Iteration 13Q: 3 clusters Score -7695562 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -7695689.000000 Penalty: 5454.463867
	Iteration 14Q: 3 clusters Score -7695689 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -7695800.000000 Penalty: 5454.463867
	Iteration 15Q: 3 clusters Score -7695800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -7695871.500000 Penalty: 5454.463867
	Iteration 16Q: 3 clusters Score -7695872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -7695941.500000 Penalty: 5454.463867
	Iteration 17Q: 3 clusters Score -7695942 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -7695984.500000 Penalty: 5454.463867
	Iteration 18Q: 3 clusters Score -7695984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -7696021.500000 Penalty: 5454.463867
	Iteration 19Q: 3 clusters Score -7696022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -7696027.500000 Penalty: 5454.463867
	Iteration 20F: 3 clusters Score -7696028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -7696070.500000 Penalty: 5454.463867
	Iteration 21Q: 3 clusters Score -7696070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -7696090.000000 Penalty: 5454.463867
	Iteration 22Q: 3 clusters Score -7696090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -7696110.500000 Penalty: 5454.463867
	Iteration 23Q: 3 clusters Score -7696110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -7696150.000000 Penalty: 5454.463867
	Iteration 24Q: 3 clusters Score -7696150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -7696172.000000 Penalty: 5454.463867
	Iteration 25Q: 3 clusters Score -7696172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -7696181.000000 Penalty: 5454.463867
	Iteration 26Q: 3 clusters Score -7696181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -7696194.500000 Penalty: 5454.463867
	Iteration 27Q: 3 clusters Score -7696194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -7696208.000000 Penalty: 5454.463867
	Iteration 28Q: 3 clusters Score -7696208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -7696216.000000 Penalty: 5454.463867
	Iteration 29Q: 3 clusters Score -7696216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -7696219.500000 Penalty: 5454.463867
	Iteration 30Q: 3 clusters Score -7696220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -7696212.000000 Penalty: 5454.463867
	Iteration 31Q: 3 clusters Score -7696212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -7696225.500000 Penalty: 5454.463867
	Iteration 32Q: 3 clusters Score -7696226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -7696235.000000 Penalty: 5454.463867
	Iteration 33Q: 3 clusters Score -7696235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -7696239.000000 Penalty: 5454.463867
	Iteration 34Q: 3 clusters Score -7696239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -7696241.000000 Penalty: 5454.463867
	Iteration 35Q: 3 clusters Score -7696241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -7696257.000000 Penalty: 5454.463867
	Iteration 36Q: 3 clusters Score -7696257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -7696250.500000 Penalty: 5454.463867
	Iteration 37Q: 3 clusters Score -7696250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -7696277.000000 Penalty: 5454.463867
	Iteration 38Q: 3 clusters Score -7696277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -7696289.000000 Penalty: 5454.463867
	Iteration 39Q: 3 clusters Score -7696289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -7696301.000000 Penalty: 5454.463867
	Iteration 40F: 3 clusters Score -7696301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -7696316.000000 Penalty: 5454.463867
	Iteration 41Q: 3 clusters Score -7696316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -7696321.500000 Penalty: 5454.463867
	Iteration 42Q: 3 clusters Score -7696322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -7696325.000000 Penalty: 5454.463867
	Iteration 43Q: 3 clusters Score -7696325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -7696335.000000 Penalty: 5454.463867
	Iteration 44Q: 3 clusters Score -7696335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -7696328.500000 Penalty: 5454.463867
	Iteration 45Q: 3 clusters Score -7696328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -7696330.000000 Penalty: 5454.463867
	Iteration 46Q: 3 clusters Score -7696330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -7696330.000000 Penalty: 5454.463867
	Iteration 47Q: 3 clusters Score -7696330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -7696329.000000 Penalty: 5454.463867
	Iteration 48Q: 3 clusters Score -7696329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -7696346.000000 Penalty: 5454.463867
	Iteration 49Q: 3 clusters Score -7696346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -7696361.500000 Penalty: 5454.463867
	Iteration 50Q: 3 clusters Score -7696362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -7696357.000000 Penalty: 5454.463867
	Iteration 51Q: 3 clusters Score -7696357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -7696366.000000 Penalty: 5454.463867
	Iteration 52Q: 3 clusters Score -7696366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -7696373.500000 Penalty: 5454.463867
	Iteration 53Q: 3 clusters Score -7696374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -7696376.500000 Penalty: 5454.463867
	Iteration 54Q: 3 clusters Score -7696376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -7696379.000000 Penalty: 5454.463867
	Iteration 55Q: 3 clusters Score -7696379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -7696380.500000 Penalty: 5454.463867
	Iteration 56Q: 3 clusters Score -7696380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -7696390.000000 Penalty: 5454.463867
	Iteration 57Q: 3 clusters Score -7696390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -7696391.000000 Penalty: 5454.463867
	Iteration 58Q: 3 clusters Score -7696391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -7696397.000000 Penalty: 5454.463867
	Iteration 59Q: 3 clusters Score -7696397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -7696396.500000 Penalty: 5454.463867
	Iteration 60F: 3 clusters Score -7696396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -7696389.000000 Penalty: 5454.463867
	Iteration 61Q: 3 clusters Score -7696389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7696399.000000 Penalty: 5454.463867
	Iteration 62Q: 3 clusters Score -7696399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -7696390.500000 Penalty: 5454.463867
	Iteration 63Q: 3 clusters Score -7696390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -7696389.000000 Penalty: 5454.463867
	Iteration 64Q: 3 clusters Score -7696389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -7696391.500000 Penalty: 5454.463867
	Iteration 65Q: 3 clusters Score -7696392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -7696391.500000 Penalty: 5454.463867
	Iteration 66F: 3 clusters Score -7696392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Entering Unmasked Estep 
Score: -7590048.500000 Penalty: 2723.877197
	Iteration 0F: 2 clusters Score -7590048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -7550293.500000 Penalty: 5447.754395
	Iteration 0F: 3 clusters Score -7550294 nChanged 27519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -7565681.500000 Penalty: 5447.754395
	Iteration 1F: 3 clusters Score -7565682 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -7566379.000000 Penalty: 5447.754395
	Iteration 2Q: 3 clusters Score -7566379 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -7567147.500000 Penalty: 5447.754395
	Iteration 3Q: 3 clusters Score -7567148 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -7568191.000000 Penalty: 5447.754395
	Iteration 4Q: 3 clusters Score -7568191 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -7569827.000000 Penalty: 5447.754395
	Iteration 5F: 3 clusters Score -7569827 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -7572411.500000 Penalty: 5447.754395
	Iteration 6F: 3 clusters Score -7572412 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -7576024.000000 Penalty: 5447.754395
	Iteration 7F: 3 clusters Score -7576024 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -7580010.000000 Penalty: 5447.754395
	Iteration 8F: 3 clusters Score -7580010 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7583357.000000 Penalty: 5447.754395
	Iteration 9F: 3 clusters Score -7583357 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 55439 members 
Entering Unmasked Estep 
Score: -7585538.500000 Penalty: 5447.754395
	Iteration 10Q: 3 clusters Score -7585538 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -7586778.500000 Penalty: 5447.754395
	Iteration 11Q: 3 clusters Score -7586778 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -7587331.500000 Penalty: 5447.754395
	Iteration 12Q: 3 clusters Score -7587332 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -7587594.000000 Penalty: 5447.754395
	Iteration 13Q: 3 clusters Score -7587594 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7587738.500000 Penalty: 5447.754395
	Iteration 14Q: 3 clusters Score -7587738 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -7587839.500000 Penalty: 5447.754395
	Iteration 15Q: 3 clusters Score -7587840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -7587896.500000 Penalty: 5447.754395
	Iteration 16Q: 3 clusters Score -7587896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -7587945.500000 Penalty: 5447.754395
	Iteration 17Q: 3 clusters Score -7587946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -7587975.000000 Penalty: 5447.754395
	Iteration 18Q: 3 clusters Score -7587975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7587994.000000 Penalty: 5447.754395
	Iteration 19Q: 3 clusters Score -7587994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -7588017.000000 Penalty: 5447.754395
	Iteration 20F: 3 clusters Score -7588017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7588042.500000 Penalty: 5447.754395
	Iteration 21Q: 3 clusters Score -7588042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7588051.000000 Penalty: 5447.754395
	Iteration 22Q: 3 clusters Score -7588051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -7588049.500000 Penalty: 5447.754395
	Iteration 23Q: 3 clusters Score -7588050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -7588057.000000 Penalty: 5447.754395
	Iteration 24Q: 3 clusters Score -7588057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -7588059.000000 Penalty: 5447.754395
	Iteration 25Q: 3 clusters Score -7588059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -7588062.000000 Penalty: 5447.754395
	Iteration 26Q: 3 clusters Score -7588062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -7588065.000000 Penalty: 5447.754395
	Iteration 27Q: 3 clusters Score -7588065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -7588064.000000 Penalty: 5447.754395
	Iteration 28Q: 3 clusters Score -7588064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -7588064.000000 Penalty: 5447.754395
	Iteration 29F: 3 clusters Score -7588064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Entering Unmasked Estep 
Score: -7575421.000000 Penalty: 2722.394531
	Iteration 0F: 2 clusters Score -7575421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -7536017.500000 Penalty: 5444.789062
	Iteration 0F: 3 clusters Score -7536018 nChanged 27161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -7551370.000000 Penalty: 5444.789062
	Iteration 1F: 3 clusters Score -7551370 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -7551847.500000 Penalty: 5444.789062
	Iteration 2Q: 3 clusters Score -7551848 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -7552305.500000 Penalty: 5444.789062
	Iteration 3Q: 3 clusters Score -7552306 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7552786.500000 Penalty: 5444.789062
	Iteration 4Q: 3 clusters Score -7552786 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7553229.500000 Penalty: 5444.789062
	Iteration 5Q: 3 clusters Score -7553230 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7553907.500000 Penalty: 5444.789062
	Iteration 6Q: 3 clusters Score -7553908 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -7554874.000000 Penalty: 5444.789062
	Iteration 7Q: 3 clusters Score -7554874 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -7556243.000000 Penalty: 5444.789062
	Iteration 8Q: 3 clusters Score -7556243 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -7557933.000000 Penalty: 5444.789062
	Iteration 9Q: 3 clusters Score -7557933 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -7560056.000000 Penalty: 5444.789062
	Iteration 10F: 3 clusters Score -7560056 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -7562341.000000 Penalty: 5444.789062
	Iteration 11F: 3 clusters Score -7562341 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -7564444.500000 Penalty: 5444.789062
	Iteration 12F: 3 clusters Score -7564444 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7566176.000000 Penalty: 5444.789062
	Iteration 13Q: 3 clusters Score -7566176 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -7567453.500000 Penalty: 5444.789062
	Iteration 14Q: 3 clusters Score -7567454 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -7568374.500000 Penalty: 5444.789062
	Iteration 15Q: 3 clusters Score -7568374 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7569023.500000 Penalty: 5444.789062
	Iteration 16Q: 3 clusters Score -7569024 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7569631.000000 Penalty: 5444.789062
	Iteration 17Q: 3 clusters Score -7569631 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7570206.000000 Penalty: 5444.789062
	Iteration 18Q: 3 clusters Score -7570206 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7570677.500000 Penalty: 5444.789062
	Iteration 19Q: 3 clusters Score -7570678 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7571223.000000 Penalty: 5444.789062
	Iteration 20F: 3 clusters Score -7571223 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7571607.500000 Penalty: 5444.789062
	Iteration 21Q: 3 clusters Score -7571608 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7571920.500000 Penalty: 5444.789062
	Iteration 22Q: 3 clusters Score -7571920 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7572223.500000 Penalty: 5444.789062
	Iteration 23Q: 3 clusters Score -7572224 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7572425.000000 Penalty: 5444.789062
	Iteration 24Q: 3 clusters Score -7572425 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7572612.500000 Penalty: 5444.789062
	Iteration 25Q: 3 clusters Score -7572612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7572705.000000 Penalty: 5444.789062
	Iteration 26Q: 3 clusters Score -7572705 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7572777.500000 Penalty: 5444.789062
	Iteration 27Q: 3 clusters Score -7572778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7572848.000000 Penalty: 5444.789062
	Iteration 28Q: 3 clusters Score -7572848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7572895.000000 Penalty: 5444.789062
	Iteration 29Q: 3 clusters Score -7572895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7572921.500000 Penalty: 5444.789062
	Iteration 30Q: 3 clusters Score -7572922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7572955.500000 Penalty: 5444.789062
	Iteration 31Q: 3 clusters Score -7572956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7572996.500000 Penalty: 5444.789062
	Iteration 32Q: 3 clusters Score -7572996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7573023.000000 Penalty: 5444.789062
	Iteration 33Q: 3 clusters Score -7573023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7573036.000000 Penalty: 5444.789062
	Iteration 34Q: 3 clusters Score -7573036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7573038.500000 Penalty: 5444.789062
	Iteration 35Q: 3 clusters Score -7573038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7573037.000000 Penalty: 5444.789062
	Iteration 36Q: 3 clusters Score -7573037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7573048.000000 Penalty: 5444.789062
	Iteration 37Q: 3 clusters Score -7573048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7573049.500000 Penalty: 5444.789062
	Iteration 38Q: 3 clusters Score -7573050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7573047.500000 Penalty: 5444.789062
	Iteration 39Q: 3 clusters Score -7573048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7573051.500000 Penalty: 5444.789062
	Iteration 40F: 3 clusters Score -7573052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7573059.000000 Penalty: 5444.789062
	Iteration 41Q: 3 clusters Score -7573059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7573060.500000 Penalty: 5444.789062
	Iteration 42Q: 3 clusters Score -7573060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7573059.000000 Penalty: 5444.789062
	Iteration 43Q: 3 clusters Score -7573059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7573067.000000 Penalty: 5444.789062
	Iteration 44Q: 3 clusters Score -7573067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7573068.000000 Penalty: 5444.789062
	Iteration 45Q: 3 clusters Score -7573068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7573071.000000 Penalty: 5444.789062
	Iteration 46Q: 3 clusters Score -7573071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7573073.000000 Penalty: 5444.789062
	Iteration 47Q: 3 clusters Score -7573073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7573079.500000 Penalty: 5444.789062
	Iteration 48Q: 3 clusters Score -7573080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7573072.000000 Penalty: 5444.789062
	Iteration 49Q: 3 clusters Score -7573072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7573082.000000 Penalty: 5444.789062
	Iteration 50Q: 3 clusters Score -7573082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7573076.500000 Penalty: 5444.789062
	Iteration 51Q: 3 clusters Score -7573076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7573077.000000 Penalty: 5444.789062
	Iteration 52Q: 3 clusters Score -7573077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7573090.500000 Penalty: 5444.789062
	Iteration 53Q: 3 clusters Score -7573090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7573093.500000 Penalty: 5444.789062
	Iteration 54Q: 3 clusters Score -7573094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7573100.000000 Penalty: 5444.789062
	Iteration 55Q: 3 clusters Score -7573100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7573094.000000 Penalty: 5444.789062
	Iteration 56Q: 3 clusters Score -7573094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7573095.000000 Penalty: 5444.789062
	Iteration 57Q: 3 clusters Score -7573095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7573099.000000 Penalty: 5444.789062
	Iteration 58Q: 3 clusters Score -7573099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7573111.000000 Penalty: 5444.789062
	Iteration 59Q: 3 clusters Score -7573111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7573106.000000 Penalty: 5444.789062
	Iteration 60F: 3 clusters Score -7573106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7573106.000000 Penalty: 5444.789062
	Iteration 61Q: 3 clusters Score -7573106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7573112.000000 Penalty: 5444.789062
	Iteration 62Q: 3 clusters Score -7573112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7573111.000000 Penalty: 5444.789062
	Iteration 63Q: 3 clusters Score -7573111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7573108.500000 Penalty: 5444.789062
	Iteration 64Q: 3 clusters Score -7573108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7573120.500000 Penalty: 5444.789062
	Iteration 65Q: 3 clusters Score -7573120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7573115.000000 Penalty: 5444.789062
	Iteration 66Q: 3 clusters Score -7573115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7573114.500000 Penalty: 5444.789062
	Iteration 67Q: 3 clusters Score -7573114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7573124.000000 Penalty: 5444.789062
	Iteration 68Q: 3 clusters Score -7573124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7573124.500000 Penalty: 5444.789062
	Iteration 69Q: 3 clusters Score -7573124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7573128.500000 Penalty: 5444.789062
	Iteration 70Q: 3 clusters Score -7573128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7573136.500000 Penalty: 5444.789062
	Iteration 71Q: 3 clusters Score -7573136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7573135.000000 Penalty: 5444.789062
	Iteration 72Q: 3 clusters Score -7573135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7573138.500000 Penalty: 5444.789062
	Iteration 73Q: 3 clusters Score -7573138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7573140.000000 Penalty: 5444.789062
	Iteration 74Q: 3 clusters Score -7573140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7573138.500000 Penalty: 5444.789062
	Iteration 75Q: 3 clusters Score -7573138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7573142.500000 Penalty: 5444.789062
	Iteration 76Q: 3 clusters Score -7573142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7573142.500000 Penalty: 5444.789062
	Iteration 77F: 3 clusters Score -7573142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -447948.312500 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -447948.3 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 1816 members 
Entering Unmasked Estep 
Score: -444301.531250 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -444301.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -445056.500000 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -445056.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -445235.000000 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -445235 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -445329.468750 Penalty: 4060.900635
	Iteration 3Q: 3 clusters Score -445329.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -445385.187500 Penalty: 4060.900635
	Iteration 4Q: 3 clusters Score -445385.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -445418.125000 Penalty: 4060.900635
	Iteration 5Q: 3 clusters Score -445418.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -445449.406250 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -445449.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -445473.875000 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -445473.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445499.562500 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -445499.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -445515.906250 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -445515.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -445531.250000 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -445531.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -445544.531250 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -445544.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -445555.250000 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -445555.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -445565.000000 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -445565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -445569.375000 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -445569.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -445573.031250 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -445573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -445577.281250 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -445577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -445579.218750 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -445579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -445583.156250 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -445583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -445585.281250 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -445585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -445586.437500 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -445586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -445589.093750 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -445589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -445589.500000 Penalty: 4060.900635
	Iteration 22Q: 3 clusters Score -445589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -445591.093750 Penalty: 4060.900635
	Iteration 23Q: 3 clusters Score -445591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -445594.125000 Penalty: 4060.900635
	Iteration 24Q: 3 clusters Score -445594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -445595.750000 Penalty: 4060.900635
	Iteration 25Q: 3 clusters Score -445595.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -445599.937500 Penalty: 4060.900635
	Iteration 26Q: 3 clusters Score -445599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -445602.125000 Penalty: 4060.900635
	Iteration 27Q: 3 clusters Score -445602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -445604.468750 Penalty: 4060.900635
	Iteration 28Q: 3 clusters Score -445604.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -445607.781250 Penalty: 4060.900635
	Iteration 29Q: 3 clusters Score -445607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -445610.718750 Penalty: 4060.900635
	Iteration 30Q: 3 clusters Score -445610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -445613.750000 Penalty: 4060.900635
	Iteration 31Q: 3 clusters Score -445613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -445616.812500 Penalty: 4060.900635
	Iteration 32Q: 3 clusters Score -445616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -445618.718750 Penalty: 4060.900635
	Iteration 33Q: 3 clusters Score -445618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -445619.781250 Penalty: 4060.900635
	Iteration 34Q: 3 clusters Score -445619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -445622.593750 Penalty: 4060.900635
	Iteration 35Q: 3 clusters Score -445622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -445625.093750 Penalty: 4060.900635
	Iteration 36Q: 3 clusters Score -445625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -445632.718750 Penalty: 4060.900635
	Iteration 37Q: 3 clusters Score -445632.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -445637.687500 Penalty: 4060.900635
	Iteration 38Q: 3 clusters Score -445637.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -445644.500000 Penalty: 4060.900635
	Iteration 39Q: 3 clusters Score -445644.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -445649.031250 Penalty: 4060.900635
	Iteration 40F: 3 clusters Score -445649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -445652.750000 Penalty: 4060.900635
	Iteration 41Q: 3 clusters Score -445652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -445656.218750 Penalty: 4060.900635
	Iteration 42Q: 3 clusters Score -445656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -445659.531250 Penalty: 4060.900635
	Iteration 43Q: 3 clusters Score -445659.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -445663.718750 Penalty: 4060.900635
	Iteration 44Q: 3 clusters Score -445663.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -445670.781250 Penalty: 4060.900635
	Iteration 45Q: 3 clusters Score -445670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -445677.156250 Penalty: 4060.900635
	Iteration 46Q: 3 clusters Score -445677.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -445681.906250 Penalty: 4060.900635
	Iteration 47Q: 3 clusters Score -445681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -445688.718750 Penalty: 4060.900635
	Iteration 48Q: 3 clusters Score -445688.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -445691.687500 Penalty: 4060.900635
	Iteration 49Q: 3 clusters Score -445691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -445697.781250 Penalty: 4060.900635
	Iteration 50Q: 3 clusters Score -445697.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -445703.968750 Penalty: 4060.900635
	Iteration 51Q: 3 clusters Score -445704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -445710.062500 Penalty: 4060.900635
	Iteration 52Q: 3 clusters Score -445710.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -445718.093750 Penalty: 4060.900635
	Iteration 53Q: 3 clusters Score -445718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -445728.031250 Penalty: 4060.900635
	Iteration 54Q: 3 clusters Score -445728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -445735.531250 Penalty: 4060.900635
	Iteration 55Q: 3 clusters Score -445735.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -445742.437500 Penalty: 4060.900635
	Iteration 56Q: 3 clusters Score -445742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -445746.312500 Penalty: 4060.900635
	Iteration 57Q: 3 clusters Score -445746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -445748.218750 Penalty: 4060.900635
	Iteration 58Q: 3 clusters Score -445748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -445749.093750 Penalty: 4060.900635
	Iteration 59Q: 3 clusters Score -445749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -445749.187500 Penalty: 4060.900635
	Iteration 60F: 3 clusters Score -445749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -445749.625000 Penalty: 4060.900635
	Iteration 61Q: 3 clusters Score -445749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -445749.625000 Penalty: 4060.900635
	Iteration 62F: 3 clusters Score -445749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Entering Unmasked Estep 
Score: -7028992.000000 Penalty: 2705.013428
	Iteration 0F: 2 clusters Score -7028992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6992245.000000 Penalty: 5410.026855
	Iteration 0F: 3 clusters Score -6992245 nChanged 25334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7006493.000000 Penalty: 5410.026855
	Iteration 1F: 3 clusters Score -7006493 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -7006974.000000 Penalty: 5410.026855
	Iteration 2Q: 3 clusters Score -7006974 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -7007409.000000 Penalty: 5410.026855
	Iteration 3Q: 3 clusters Score -7007409 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -7007824.500000 Penalty: 5410.026855
	Iteration 4Q: 3 clusters Score -7007824 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -7008290.500000 Penalty: 5410.026855
	Iteration 5Q: 3 clusters Score -7008290 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -7008822.000000 Penalty: 5410.026855
	Iteration 6Q: 3 clusters Score -7008822 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -7009590.500000 Penalty: 5410.026855
	Iteration 7Q: 3 clusters Score -7009590 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -7010684.000000 Penalty: 5410.026855
	Iteration 8Q: 3 clusters Score -7010684 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -7012390.000000 Penalty: 5410.026855
	Iteration 9F: 3 clusters Score -7012390 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7014867.500000 Penalty: 5410.026855
	Iteration 10F: 3 clusters Score -7014868 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -7017929.500000 Penalty: 5410.026855
	Iteration 11F: 3 clusters Score -7017930 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7020518.500000 Penalty: 5410.026855
	Iteration 12F: 3 clusters Score -7020518 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7021952.000000 Penalty: 5410.026855
	Iteration 13Q: 3 clusters Score -7021952 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -7022618.000000 Penalty: 5410.026855
	Iteration 14Q: 3 clusters Score -7022618 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -7022977.500000 Penalty: 5410.026855
	Iteration 15Q: 3 clusters Score -7022978 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -7023301.500000 Penalty: 5410.026855
	Iteration 16Q: 3 clusters Score -7023302 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -7023557.500000 Penalty: 5410.026855
	Iteration 17Q: 3 clusters Score -7023558 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -7023825.000000 Penalty: 5410.026855
	Iteration 18Q: 3 clusters Score -7023825 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -7024060.500000 Penalty: 5410.026855
	Iteration 19Q: 3 clusters Score -7024060 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -7024289.500000 Penalty: 5410.026855
	Iteration 20F: 3 clusters Score -7024290 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -7024472.000000 Penalty: 5410.026855
	Iteration 21Q: 3 clusters Score -7024472 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -7024702.500000 Penalty: 5410.026855
	Iteration 22Q: 3 clusters Score -7024702 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -7024881.000000 Penalty: 5410.026855
	Iteration 23Q: 3 clusters Score -7024881 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -7025098.000000 Penalty: 5410.026855
	Iteration 24Q: 3 clusters Score -7025098 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -7025253.500000 Penalty: 5410.026855
	Iteration 25Q: 3 clusters Score -7025254 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -7025430.000000 Penalty: 5410.026855
	Iteration 26Q: 3 clusters Score -7025430 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -7025559.500000 Penalty: 5410.026855
	Iteration 27Q: 3 clusters Score -7025560 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -7025679.000000 Penalty: 5410.026855
	Iteration 28Q: 3 clusters Score -7025679 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -7025797.500000 Penalty: 5410.026855
	Iteration 29Q: 3 clusters Score -7025798 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -7025889.000000 Penalty: 5410.026855
	Iteration 30Q: 3 clusters Score -7025889 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -7025974.000000 Penalty: 5410.026855
	Iteration 31Q: 3 clusters Score -7025974 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -7026026.000000 Penalty: 5410.026855
	Iteration 32Q: 3 clusters Score -7026026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -7026109.000000 Penalty: 5410.026855
	Iteration 33Q: 3 clusters Score -7026109 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -7026124.000000 Penalty: 5410.026855
	Iteration 34Q: 3 clusters Score -7026124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7026172.500000 Penalty: 5410.026855
	Iteration 35Q: 3 clusters Score -7026172 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7026216.500000 Penalty: 5410.026855
	Iteration 36Q: 3 clusters Score -7026216 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -7026280.000000 Penalty: 5410.026855
	Iteration 37Q: 3 clusters Score -7026280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -7026315.500000 Penalty: 5410.026855
	Iteration 38Q: 3 clusters Score -7026316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -7026379.000000 Penalty: 5410.026855
	Iteration 39Q: 3 clusters Score -7026379 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -7026399.000000 Penalty: 5410.026855
	Iteration 40F: 3 clusters Score -7026399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -7026438.000000 Penalty: 5410.026855
	Iteration 41Q: 3 clusters Score -7026438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -7026465.500000 Penalty: 5410.026855
	Iteration 42Q: 3 clusters Score -7026466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -7026470.000000 Penalty: 5410.026855
	Iteration 43Q: 3 clusters Score -7026470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -7026474.500000 Penalty: 5410.026855
	Iteration 44Q: 3 clusters Score -7026474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -7026478.000000 Penalty: 5410.026855
	Iteration 45Q: 3 clusters Score -7026478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -7026490.500000 Penalty: 5410.026855
	Iteration 46Q: 3 clusters Score -7026490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -7026491.500000 Penalty: 5410.026855
	Iteration 47Q: 3 clusters Score -7026492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -7026516.000000 Penalty: 5410.026855
	Iteration 48Q: 3 clusters Score -7026516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7026528.000000 Penalty: 5410.026855
	Iteration 49Q: 3 clusters Score -7026528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -7026537.500000 Penalty: 5410.026855
	Iteration 50Q: 3 clusters Score -7026538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -7026549.000000 Penalty: 5410.026855
	Iteration 51Q: 3 clusters Score -7026549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7026556.000000 Penalty: 5410.026855
	Iteration 52Q: 3 clusters Score -7026556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -7026559.500000 Penalty: 5410.026855
	Iteration 53Q: 3 clusters Score -7026560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -7026581.500000 Penalty: 5410.026855
	Iteration 54Q: 3 clusters Score -7026582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -7026592.000000 Penalty: 5410.026855
	Iteration 55Q: 3 clusters Score -7026592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -7026609.500000 Penalty: 5410.026855
	Iteration 56Q: 3 clusters Score -7026610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7026612.000000 Penalty: 5410.026855
	Iteration 57Q: 3 clusters Score -7026612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -7026619.500000 Penalty: 5410.026855
	Iteration 58Q: 3 clusters Score -7026620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -7026617.500000 Penalty: 5410.026855
	Iteration 59Q: 3 clusters Score -7026618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -7026622.000000 Penalty: 5410.026855
	Iteration 60F: 3 clusters Score -7026622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -7026615.000000 Penalty: 5410.026855
	Iteration 61Q: 3 clusters Score -7026615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -7026618.000000 Penalty: 5410.026855
	Iteration 62Q: 3 clusters Score -7026618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -7026631.500000 Penalty: 5410.026855
	Iteration 63Q: 3 clusters Score -7026632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -7026631.500000 Penalty: 5410.026855
	Iteration 64Q: 3 clusters Score -7026632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -7026619.500000 Penalty: 5410.026855
	Iteration 65Q: 3 clusters Score -7026620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -7026624.500000 Penalty: 5410.026855
	Iteration 66Q: 3 clusters Score -7026624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -7026630.000000 Penalty: 5410.026855
	Iteration 67Q: 3 clusters Score -7026630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7026641.000000 Penalty: 5410.026855
	Iteration 68Q: 3 clusters Score -7026641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -7026638.000000 Penalty: 5410.026855
	Iteration 69Q: 3 clusters Score -7026638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7026642.000000 Penalty: 5410.026855
	Iteration 70Q: 3 clusters Score -7026642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -7026646.000000 Penalty: 5410.026855
	Iteration 71Q: 3 clusters Score -7026646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -7026648.500000 Penalty: 5410.026855
	Iteration 72Q: 3 clusters Score -7026648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -7026656.000000 Penalty: 5410.026855
	Iteration 73Q: 3 clusters Score -7026656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7026652.000000 Penalty: 5410.026855
	Iteration 74Q: 3 clusters Score -7026652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -7026658.500000 Penalty: 5410.026855
	Iteration 75Q: 3 clusters Score -7026658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7026663.000000 Penalty: 5410.026855
	Iteration 76Q: 3 clusters Score -7026663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -7026663.000000 Penalty: 5410.026855
	Iteration 77Q: 3 clusters Score -7026663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -7026667.000000 Penalty: 5410.026855
	Iteration 78Q: 3 clusters Score -7026667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -7026670.500000 Penalty: 5410.026855
	Iteration 79Q: 3 clusters Score -7026670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -7026674.000000 Penalty: 5410.026855
	Iteration 80F: 3 clusters Score -7026674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -7026668.000000 Penalty: 5410.026855
	Iteration 81Q: 3 clusters Score -7026668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -7026667.500000 Penalty: 5410.026855
	Iteration 82Q: 3 clusters Score -7026668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7026669.500000 Penalty: 5410.026855
	Iteration 83Q: 3 clusters Score -7026670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -7026670.000000 Penalty: 5410.026855
	Iteration 84Q: 3 clusters Score -7026670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7026666.500000 Penalty: 5410.026855
	Iteration 85Q: 3 clusters Score -7026666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -7026672.000000 Penalty: 5410.026855
	Iteration 86Q: 3 clusters Score -7026672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -7026678.000000 Penalty: 5410.026855
	Iteration 87Q: 3 clusters Score -7026678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -7026678.000000 Penalty: 5410.026855
	Iteration 88F: 3 clusters Score -7026678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38886.085938 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38886.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37586.777344 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37586.78 nChanged 60
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: -37806.144531 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37806.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37881.296875 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37903.832031 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -37903.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37930.472656 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -37930.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37947.445312 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -37947.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37952.273438 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -37952.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37952.273438 Penalty: 2929.059326
	Iteration 7F: 3 clusters Score -37952.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46970.601562 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46970.6 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 214 members 
Entering Unmasked Estep 
Score: -45547.609375 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45547.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45692.343750 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45692.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45742.023438 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -45742.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45777.722656 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45777.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45799.105469 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45799.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45808.261719 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45808.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45811.011719 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45811.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45811.011719 Penalty: 3016.780762
	Iteration 7F: 3 clusters Score -45811.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -43717.542969 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -43717.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42294.093750 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -42294.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42468.160156 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -42468.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42541.746094 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -42541.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42559.585938 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -42559.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42570.976562 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -42570.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42570.976562 Penalty: 2973.004883
	Iteration 5F: 3 clusters Score -42570.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Entering Unmasked Estep 
Score: -3325807.500000 Penalty: 2517.876221
	Iteration 0F: 2 clusters Score -3325808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3308030.000000 Penalty: 5035.752441
	Iteration 0F: 3 clusters Score -3308030 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3314249.250000 Penalty: 5035.752441
	Iteration 1F: 3 clusters Score -3314249 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3314653.750000 Penalty: 5035.752441
	Iteration 2Q: 3 clusters Score -3314654 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3315048.750000 Penalty: 5035.752441
	Iteration 3Q: 3 clusters Score -3315049 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3315459.500000 Penalty: 5035.752441
	Iteration 4Q: 3 clusters Score -3315460 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3316005.750000 Penalty: 5035.752441
	Iteration 5Q: 3 clusters Score -3316006 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3316751.750000 Penalty: 5035.752441
	Iteration 6F: 3 clusters Score -3316752 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3317829.000000 Penalty: 5035.752441
	Iteration 7F: 3 clusters Score -3317829 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3319312.750000 Penalty: 5035.752441
	Iteration 8F: 3 clusters Score -3319313 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3320876.000000 Penalty: 5035.752441
	Iteration 9F: 3 clusters Score -3320876 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3322099.500000 Penalty: 5035.752441
	Iteration 10Q: 3 clusters Score -3322100 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3322754.000000 Penalty: 5035.752441
	Iteration 11Q: 3 clusters Score -3322754 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3322996.500000 Penalty: 5035.752441
	Iteration 12Q: 3 clusters Score -3322996 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3323132.250000 Penalty: 5035.752441
	Iteration 13Q: 3 clusters Score -3323132 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3323212.250000 Penalty: 5035.752441
	Iteration 14Q: 3 clusters Score -3323212 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3323259.500000 Penalty: 5035.752441
	Iteration 15Q: 3 clusters Score -3323260 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3323302.500000 Penalty: 5035.752441
	Iteration 16Q: 3 clusters Score -3323302 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3323340.750000 Penalty: 5035.752441
	Iteration 17Q: 3 clusters Score -3323341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3323364.000000 Penalty: 5035.752441
	Iteration 18Q: 3 clusters Score -3323364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3323387.500000 Penalty: 5035.752441
	Iteration 19Q: 3 clusters Score -3323388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3323413.750000 Penalty: 5035.752441
	Iteration 20F: 3 clusters Score -3323414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3323441.750000 Penalty: 5035.752441
	Iteration 21Q: 3 clusters Score -3323442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3323469.750000 Penalty: 5035.752441
	Iteration 22Q: 3 clusters Score -3323470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3323510.500000 Penalty: 5035.752441
	Iteration 23Q: 3 clusters Score -3323510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3323511.750000 Penalty: 5035.752441
	Iteration 24Q: 3 clusters Score -3323512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3323530.750000 Penalty: 5035.752441
	Iteration 25Q: 3 clusters Score -3323531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3323543.250000 Penalty: 5035.752441
	Iteration 26Q: 3 clusters Score -3323543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3323568.750000 Penalty: 5035.752441
	Iteration 27Q: 3 clusters Score -3323569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3323579.250000 Penalty: 5035.752441
	Iteration 28Q: 3 clusters Score -3323579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -3323593.500000 Penalty: 5035.752441
	Iteration 29Q: 3 clusters Score -3323594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3323591.750000 Penalty: 5035.752441
	Iteration 30Q: 3 clusters Score -3323592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3323602.500000 Penalty: 5035.752441
	Iteration 31Q: 3 clusters Score -3323602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3323607.500000 Penalty: 5035.752441
	Iteration 32Q: 3 clusters Score -3323608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -3323607.250000 Penalty: 5035.752441
	Iteration 33Q: 3 clusters Score -3323607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3323612.500000 Penalty: 5035.752441
	Iteration 34Q: 3 clusters Score -3323612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3323622.000000 Penalty: 5035.752441
	Iteration 35Q: 3 clusters Score -3323622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3323632.250000 Penalty: 5035.752441
	Iteration 36Q: 3 clusters Score -3323632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3323641.000000 Penalty: 5035.752441
	Iteration 37Q: 3 clusters Score -3323641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3323651.250000 Penalty: 5035.752441
	Iteration 38Q: 3 clusters Score -3323651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3323657.250000 Penalty: 5035.752441
	Iteration 39Q: 3 clusters Score -3323657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3323664.500000 Penalty: 5035.752441
	Iteration 40F: 3 clusters Score -3323664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3323674.250000 Penalty: 5035.752441
	Iteration 41Q: 3 clusters Score -3323674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3323674.750000 Penalty: 5035.752441
	Iteration 42Q: 3 clusters Score -3323675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3323679.000000 Penalty: 5035.752441
	Iteration 43Q: 3 clusters Score -3323679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3323685.250000 Penalty: 5035.752441
	Iteration 44Q: 3 clusters Score -3323685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3323687.250000 Penalty: 5035.752441
	Iteration 45Q: 3 clusters Score -3323687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3323696.250000 Penalty: 5035.752441
	Iteration 46Q: 3 clusters Score -3323696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3323695.250000 Penalty: 5035.752441
	Iteration 47Q: 3 clusters Score -3323695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3323707.750000 Penalty: 5035.752441
	Iteration 48Q: 3 clusters Score -3323708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3323707.500000 Penalty: 5035.752441
	Iteration 49Q: 3 clusters Score -3323708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3323712.500000 Penalty: 5035.752441
	Iteration 50Q: 3 clusters Score -3323712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3323719.250000 Penalty: 5035.752441
	Iteration 51Q: 3 clusters Score -3323719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3323722.000000 Penalty: 5035.752441
	Iteration 52Q: 3 clusters Score -3323722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3323731.500000 Penalty: 5035.752441
	Iteration 53Q: 3 clusters Score -3323732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3323730.750000 Penalty: 5035.752441
	Iteration 54Q: 3 clusters Score -3323731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3323734.750000 Penalty: 5035.752441
	Iteration 55Q: 3 clusters Score -3323735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3323737.500000 Penalty: 5035.752441
	Iteration 56Q: 3 clusters Score -3323738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3323740.750000 Penalty: 5035.752441
	Iteration 57Q: 3 clusters Score -3323741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3323738.250000 Penalty: 5035.752441
	Iteration 58Q: 3 clusters Score -3323738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3323739.750000 Penalty: 5035.752441
	Iteration 59Q: 3 clusters Score -3323740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3323739.750000 Penalty: 5035.752441
	Iteration 60F: 3 clusters Score -3323740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3323746.500000 Penalty: 5035.752441
	Iteration 61Q: 3 clusters Score -3323746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3323743.750000 Penalty: 5035.752441
	Iteration 62Q: 3 clusters Score -3323744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3323747.500000 Penalty: 5035.752441
	Iteration 63Q: 3 clusters Score -3323748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3323745.000000 Penalty: 5035.752441
	Iteration 64Q: 3 clusters Score -3323745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3323746.500000 Penalty: 5035.752441
	Iteration 65Q: 3 clusters Score -3323746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3323742.000000 Penalty: 5035.752441
	Iteration 66Q: 3 clusters Score -3323742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3323748.750000 Penalty: 5035.752441
	Iteration 67Q: 3 clusters Score -3323749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3323749.250000 Penalty: 5035.752441
	Iteration 68Q: 3 clusters Score -3323749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3323749.250000 Penalty: 5035.752441
	Iteration 69F: 3 clusters Score -3323749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Entering Unmasked Estep 
Score: -1439373.875000 Penalty: 2326.741455
	Iteration 0F: 2 clusters Score -1439374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1430526.000000 Penalty: 4653.482910
	Iteration 0F: 3 clusters Score -1430526 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1433257.750000 Penalty: 4653.482910
	Iteration 1F: 3 clusters Score -1433258 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1433640.250000 Penalty: 4653.482910
	Iteration 2F: 3 clusters Score -1433640 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1433898.625000 Penalty: 4653.482910
	Iteration 3F: 3 clusters Score -1433899 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1434096.500000 Penalty: 4653.482910
	Iteration 4Q: 3 clusters Score -1434096 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1434273.125000 Penalty: 4653.482910
	Iteration 5Q: 3 clusters Score -1434273 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1434455.125000 Penalty: 4653.482910
	Iteration 6Q: 3 clusters Score -1434455 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1434633.125000 Penalty: 4653.482910
	Iteration 7Q: 3 clusters Score -1434633 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1434879.000000 Penalty: 4653.482910
	Iteration 8Q: 3 clusters Score -1434879 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1435187.125000 Penalty: 4653.482910
	Iteration 9Q: 3 clusters Score -1435187 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1435518.125000 Penalty: 4653.482910
	Iteration 10Q: 3 clusters Score -1435518 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1435899.625000 Penalty: 4653.482910
	Iteration 11Q: 3 clusters Score -1435900 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1436282.250000 Penalty: 4653.482910
	Iteration 12Q: 3 clusters Score -1436282 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1436602.875000 Penalty: 4653.482910
	Iteration 13Q: 3 clusters Score -1436603 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1436852.125000 Penalty: 4653.482910
	Iteration 14Q: 3 clusters Score -1436852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1437032.250000 Penalty: 4653.482910
	Iteration 15Q: 3 clusters Score -1437032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1437144.125000 Penalty: 4653.482910
	Iteration 16Q: 3 clusters Score -1437144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1437221.375000 Penalty: 4653.482910
	Iteration 17Q: 3 clusters Score -1437221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1437276.500000 Penalty: 4653.482910
	Iteration 18Q: 3 clusters Score -1437276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1437309.500000 Penalty: 4653.482910
	Iteration 19Q: 3 clusters Score -1437310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1437335.625000 Penalty: 4653.482910
	Iteration 20F: 3 clusters Score -1437336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1437346.625000 Penalty: 4653.482910
	Iteration 21Q: 3 clusters Score -1437347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1437355.625000 Penalty: 4653.482910
	Iteration 22Q: 3 clusters Score -1437356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1437371.250000 Penalty: 4653.482910
	Iteration 23Q: 3 clusters Score -1437371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1437390.875000 Penalty: 4653.482910
	Iteration 24Q: 3 clusters Score -1437391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1437400.000000 Penalty: 4653.482910
	Iteration 25Q: 3 clusters Score -1437400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1437403.250000 Penalty: 4653.482910
	Iteration 26Q: 3 clusters Score -1437403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1437409.625000 Penalty: 4653.482910
	Iteration 27Q: 3 clusters Score -1437410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1437417.500000 Penalty: 4653.482910
	Iteration 28Q: 3 clusters Score -1437418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1437424.750000 Penalty: 4653.482910
	Iteration 29Q: 3 clusters Score -1437425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1437425.250000 Penalty: 4653.482910
	Iteration 30Q: 3 clusters Score -1437425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1437430.250000 Penalty: 4653.482910
	Iteration 31Q: 3 clusters Score -1437430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1437429.625000 Penalty: 4653.482910
	Iteration 32Q: 3 clusters Score -1437430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1437429.625000 Penalty: 4653.482910
	Iteration 33F: 3 clusters Score -1437430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -73729.601562 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -73729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72073.343750 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -72073.34 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72303.281250 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -72303.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72372.031250 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -72372.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72454.312500 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -72454.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72503.421875 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -72503.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72546.156250 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -72546.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72593.210938 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -72593.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72612.867188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -72612.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72626.820312 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -72626.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72633.335938 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -72633.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72638.812500 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -72638.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72638.812500 Penalty: 3205.662598
	Iteration 11F: 3 clusters Score -72638.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (187063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187063 members 
Entering Unmasked Estep 
Score: -23910778.000000 Penalty: 3010.521973
	Iteration 0F: 2 clusters Score -2.391078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -23789340.000000 Penalty: 6021.043945
	Iteration 0F: 3 clusters Score -2.378934e+07 nChanged 89847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -23841804.000000 Penalty: 6021.043945
	Iteration 1F: 3 clusters Score -2.38418e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -23842494.000000 Penalty: 6021.043945
	Iteration 2Q: 3 clusters Score -2.384249e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -23843222.000000 Penalty: 6021.043945
	Iteration 3Q: 3 clusters Score -2.384322e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -23844078.000000 Penalty: 6021.043945
	Iteration 4Q: 3 clusters Score -2.384408e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -23845496.000000 Penalty: 6021.043945
	Iteration 5Q: 3 clusters Score -2.38455e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -23847756.000000 Penalty: 6021.043945
	Iteration 6Q: 3 clusters Score -2.384776e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -23852258.000000 Penalty: 6021.043945
	Iteration 7F: 3 clusters Score -2.385226e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134195 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -23861108.000000 Penalty: 6021.043945
	Iteration 8F: 3 clusters Score -2.386111e+07 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -23875854.000000 Penalty: 6021.043945
	Iteration 9F: 3 clusters Score -2.387585e+07 nChanged 17534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -23893194.000000 Penalty: 6021.043945
	Iteration 10F: 3 clusters Score -2.389319e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -23903440.000000 Penalty: 6021.043945
	Iteration 11F: 3 clusters Score -2.390344e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185264 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23906732.000000 Penalty: 6021.043945
	Iteration 12Q: 3 clusters Score -2.390673e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186447 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23907580.000000 Penalty: 6021.043945
	Iteration 13Q: 3 clusters Score -2.390758e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186700 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23907916.000000 Penalty: 6021.043945
	Iteration 14Q: 3 clusters Score -2.390792e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186754 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23908016.000000 Penalty: 6021.043945
	Iteration 15Q: 3 clusters Score -2.390802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186777 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23908066.000000 Penalty: 6021.043945
	Iteration 16Q: 3 clusters Score -2.390807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23908076.000000 Penalty: 6021.043945
	Iteration 17Q: 3 clusters Score -2.390808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186795 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23908104.000000 Penalty: 6021.043945
	Iteration 18Q: 3 clusters Score -2.39081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186801 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23908128.000000 Penalty: 6021.043945
	Iteration 19Q: 3 clusters Score -2.390813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23908120.000000 Penalty: 6021.043945
	Iteration 20F: 3 clusters Score -2.390812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23908122.000000 Penalty: 6021.043945
	Iteration 21Q: 3 clusters Score -2.390812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186803 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23908114.000000 Penalty: 6021.043945
	Iteration 22Q: 3 clusters Score -2.390811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23908130.000000 Penalty: 6021.043945
	Iteration 23Q: 3 clusters Score -2.390813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23908130.000000 Penalty: 6021.043945
	Iteration 24F: 3 clusters Score -2.390813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (175461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Entering Unmasked Estep 
Score: -22456164.000000 Penalty: 2994.642822
	Iteration 0F: 2 clusters Score -2.245616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -22341450.000000 Penalty: 5989.285645
	Iteration 0F: 3 clusters Score -2.234145e+07 nChanged 83841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -22390930.000000 Penalty: 5989.285645
	Iteration 1F: 3 clusters Score -2.239093e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -22392426.000000 Penalty: 5989.285645
	Iteration 2Q: 3 clusters Score -2.239243e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -22395112.000000 Penalty: 5989.285645
	Iteration 3Q: 3 clusters Score -2.239511e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -22400840.000000 Penalty: 5989.285645
	Iteration 4F: 3 clusters Score -2.240084e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -22411120.000000 Penalty: 5989.285645
	Iteration 5F: 3 clusters Score -2.241112e+07 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 142273 members 
Entering Unmasked Estep 
Score: -22426286.000000 Penalty: 5989.285645
	Iteration 6F: 3 clusters Score -2.242629e+07 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 156681 members 
Entering Unmasked Estep 
Score: -22440920.000000 Penalty: 5989.285645
	Iteration 7F: 3 clusters Score -2.244092e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 165660 members 
Entering Unmasked Estep 
Score: -22449236.000000 Penalty: 5989.285645
	Iteration 8F: 3 clusters Score -2.244924e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 169769 members 
Entering Unmasked Estep 
Score: -22452918.000000 Penalty: 5989.285645
	Iteration 9Q: 3 clusters Score -2.245292e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -22454038.000000 Penalty: 5989.285645
	Iteration 10Q: 3 clusters Score -2.245404e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 171929 members 
Entering Unmasked Estep 
Score: -22454442.000000 Penalty: 5989.285645
	Iteration 11Q: 3 clusters Score -2.245444e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 172361 members 
Entering Unmasked Estep 
Score: -22454452.000000 Penalty: 5989.285645
	Iteration 12Q: 3 clusters Score -2.245445e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -22454552.000000 Penalty: 5989.285645
	Iteration 13Q: 3 clusters Score -2.245455e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -22454522.000000 Penalty: 5989.285645
	Iteration 14Q: 3 clusters Score -2.245452e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
Score: -22454544.000000 Penalty: 5989.285645
	Iteration 15Q: 3 clusters Score -2.245454e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -22454548.000000 Penalty: 5989.285645
	Iteration 16Q: 3 clusters Score -2.245455e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 173468 members 
Entering Unmasked Estep 
Score: -22454584.000000 Penalty: 5989.285645
	Iteration 17Q: 3 clusters Score -2.245458e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 173576 members 
Entering Unmasked Estep 
Score: -22454554.000000 Penalty: 5989.285645
	Iteration 18Q: 3 clusters Score -2.245455e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -22454532.000000 Penalty: 5989.285645
	Iteration 19Q: 3 clusters Score -2.245453e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -22454538.000000 Penalty: 5989.285645
	Iteration 20F: 3 clusters Score -2.245454e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 173795 members 
Entering Unmasked Estep 
Score: -22454534.000000 Penalty: 5989.285645
	Iteration 21Q: 3 clusters Score -2.245453e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -22454530.000000 Penalty: 5989.285645
	Iteration 22Q: 3 clusters Score -2.245453e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 173895 members 
Entering Unmasked Estep 
Score: -22454520.000000 Penalty: 5989.285645
	Iteration 23Q: 3 clusters Score -2.245452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -22454524.000000 Penalty: 5989.285645
	Iteration 24Q: 3 clusters Score -2.245452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 173948 members 
Entering Unmasked Estep 
Score: -22454478.000000 Penalty: 5989.285645
	Iteration 25Q: 3 clusters Score -2.245448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 173975 members 
Entering Unmasked Estep 
Score: -22454468.000000 Penalty: 5989.285645
	Iteration 26Q: 3 clusters Score -2.245447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -22454464.000000 Penalty: 5989.285645
	Iteration 27Q: 3 clusters Score -2.245446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -22454492.000000 Penalty: 5989.285645
	Iteration 28Q: 3 clusters Score -2.245449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -22454468.000000 Penalty: 5989.285645
	Iteration 29Q: 3 clusters Score -2.245447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 174036 members 
Entering Unmasked Estep 
Score: -22454476.000000 Penalty: 5989.285645
	Iteration 30Q: 3 clusters Score -2.245448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -22454472.000000 Penalty: 5989.285645
	Iteration 31Q: 3 clusters Score -2.245447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -22454466.000000 Penalty: 5989.285645
	Iteration 32Q: 3 clusters Score -2.245447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 174046 members 
Entering Unmasked Estep 
Score: -22454460.000000 Penalty: 5989.285645
	Iteration 33Q: 3 clusters Score -2.245446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -22454470.000000 Penalty: 5989.285645
	Iteration 34Q: 3 clusters Score -2.245447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -22454476.000000 Penalty: 5989.285645
	Iteration 35Q: 3 clusters Score -2.245448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -22454478.000000 Penalty: 5989.285645
	Iteration 36Q: 3 clusters Score -2.245448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 174056 members 
Entering Unmasked Estep 
Score: -22454468.000000 Penalty: 5989.285645
	Iteration 37Q: 3 clusters Score -2.245447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -22454480.000000 Penalty: 5989.285645
	Iteration 38Q: 3 clusters Score -2.245448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 174061 members 
Entering Unmasked Estep 
Score: -22454468.000000 Penalty: 5989.285645
	Iteration 39Q: 3 clusters Score -2.245447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -22454486.000000 Penalty: 5989.285645
	Iteration 40F: 3 clusters Score -2.245449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -22454482.000000 Penalty: 5989.285645
	Iteration 41Q: 3 clusters Score -2.245448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 174065 members 
Entering Unmasked Estep 
Score: -22454472.000000 Penalty: 5989.285645
	Iteration 42Q: 3 clusters Score -2.245447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 174065 members 
Entering Unmasked Estep 
Score: -22454472.000000 Penalty: 5989.285645
	Iteration 43F: 3 clusters Score -2.245447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68919 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59689 members 
Mstep: Class 9 contains 58887 members 
Mstep: Class 10 contains 58536 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54574 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25661 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187063 members 
Mstep: Class 21 contains 175461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277768.000000 Penalty: 67304.742188
Iteration 239Q: 21 clusters Score -9.827777e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68915 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 59690 members 
Mstep: Class 9 contains 58893 members 
Mstep: Class 10 contains 58540 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 25663 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187057 members 
Mstep: Class 21 contains 175457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277832.000000 Penalty: 67304.742188
Iteration 240F: 21 clusters Score -9.827783e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 50292 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59695 members 
Mstep: Class 9 contains 58901 members 
Mstep: Class 10 contains 58539 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25665 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187048 members 
Mstep: Class 21 contains 175454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277840.000000 Penalty: 67304.742188
Iteration 241Q: 21 clusters Score -9.827784e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68910 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 50292 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59700 members 
Mstep: Class 9 contains 58910 members 
Mstep: Class 10 contains 58539 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54579 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25665 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187033 members 
Mstep: Class 21 contains 175453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277840.000000 Penalty: 67304.742188
Iteration 242Q: 21 clusters Score -9.827784e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68911 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16266 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59701 members 
Mstep: Class 9 contains 58918 members 
Mstep: Class 10 contains 58534 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54582 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187015 members 
Mstep: Class 21 contains 175455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277904.000000 Penalty: 67304.742188
Iteration 243Q: 21 clusters Score -9.82779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16267 members 
Mstep: Class 5 contains 50291 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59705 members 
Mstep: Class 9 contains 58924 members 
Mstep: Class 10 contains 58531 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54585 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25673 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 187003 members 
Mstep: Class 21 contains 175459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277960.000000 Penalty: 67304.742188
Iteration 244Q: 21 clusters Score -9.827796e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16268 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59704 members 
Mstep: Class 9 contains 58927 members 
Mstep: Class 10 contains 58534 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54589 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186998 members 
Mstep: Class 21 contains 175456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277904.000000 Penalty: 67304.742188
Iteration 245Q: 21 clusters Score -9.82779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59701 members 
Mstep: Class 9 contains 58930 members 
Mstep: Class 10 contains 58535 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54589 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186991 members 
Mstep: Class 21 contains 175457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277904.000000 Penalty: 67304.742188
Iteration 246Q: 21 clusters Score -9.82779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68910 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16271 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59697 members 
Mstep: Class 9 contains 58931 members 
Mstep: Class 10 contains 58536 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54589 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186987 members 
Mstep: Class 21 contains 175457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277832.000000 Penalty: 67304.742188
Iteration 247Q: 21 clusters Score -9.827783e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68910 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16274 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59694 members 
Mstep: Class 9 contains 58941 members 
Mstep: Class 10 contains 58539 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54588 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186979 members 
Mstep: Class 21 contains 175454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277752.000000 Penalty: 67304.742188
Iteration 248Q: 21 clusters Score -9.827775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16279 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59695 members 
Mstep: Class 9 contains 58949 members 
Mstep: Class 10 contains 58539 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54588 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186976 members 
Mstep: Class 21 contains 175444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277808.000000 Penalty: 67304.742188
Iteration 249Q: 21 clusters Score -9.827781e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59695 members 
Mstep: Class 9 contains 58958 members 
Mstep: Class 10 contains 58540 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54588 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186978 members 
Mstep: Class 21 contains 175432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277816.000000 Penalty: 67304.742188
Iteration 250Q: 21 clusters Score -9.827782e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16280 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59693 members 
Mstep: Class 9 contains 58967 members 
Mstep: Class 10 contains 58541 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25676 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186975 members 
Mstep: Class 21 contains 175425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277832.000000 Penalty: 67304.742188
Iteration 251Q: 21 clusters Score -9.827783e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 50295 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59686 members 
Mstep: Class 9 contains 58977 members 
Mstep: Class 10 contains 58542 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54594 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25677 members 
Mstep: Class 17 contains 11876 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186963 members 
Mstep: Class 21 contains 175424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277856.000000 Penalty: 67304.742188
Iteration 252Q: 21 clusters Score -9.827786e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50296 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59683 members 
Mstep: Class 9 contains 58987 members 
Mstep: Class 10 contains 58542 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54594 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186955 members 
Mstep: Class 21 contains 175425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277880.000000 Penalty: 67304.742188
Iteration 253Q: 21 clusters Score -9.827788e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50296 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59681 members 
Mstep: Class 9 contains 58997 members 
Mstep: Class 10 contains 58546 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54593 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25674 members 
Mstep: Class 17 contains 11876 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186934 members 
Mstep: Class 21 contains 175439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277944.000000 Penalty: 67304.742188
Iteration 254Q: 21 clusters Score -9.827794e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50301 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59678 members 
Mstep: Class 9 contains 59006 members 
Mstep: Class 10 contains 58548 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54595 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186917 members 
Mstep: Class 21 contains 175444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277968.000000 Penalty: 67304.742188
Iteration 255Q: 21 clusters Score -9.827797e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68902 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50308 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59679 members 
Mstep: Class 9 contains 59010 members 
Mstep: Class 10 contains 58550 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54592 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186897 members 
Mstep: Class 21 contains 175452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277960.000000 Penalty: 67304.742188
Iteration 256Q: 21 clusters Score -9.827796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68903 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50314 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59677 members 
Mstep: Class 9 contains 59023 members 
Mstep: Class 10 contains 58552 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54592 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186885 members 
Mstep: Class 21 contains 175444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277992.000000 Penalty: 67304.742188
Iteration 257Q: 21 clusters Score -9.827799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 50318 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59676 members 
Mstep: Class 9 contains 59030 members 
Mstep: Class 10 contains 58553 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186871 members 
Mstep: Class 21 contains 175442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277920.000000 Penalty: 67304.742188
Iteration 258Q: 21 clusters Score -9.827792e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50320 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59673 members 
Mstep: Class 9 contains 59043 members 
Mstep: Class 10 contains 58554 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25677 members 
Mstep: Class 17 contains 11875 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186855 members 
Mstep: Class 21 contains 175443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277984.000000 Penalty: 67304.742188
Iteration 259Q: 21 clusters Score -9.827798e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50322 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59672 members 
Mstep: Class 9 contains 59052 members 
Mstep: Class 10 contains 58554 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54589 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25677 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186846 members 
Mstep: Class 21 contains 175443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277896.000000 Penalty: 67304.742188
Iteration 260F: 21 clusters Score -9.82779e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50323 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59673 members 
Mstep: Class 9 contains 59055 members 
Mstep: Class 10 contains 58556 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186836 members 
Mstep: Class 21 contains 175446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277896.000000 Penalty: 67304.742188
Iteration 261Q: 21 clusters Score -9.82779e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50324 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59675 members 
Mstep: Class 9 contains 59060 members 
Mstep: Class 10 contains 58556 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25682 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186819 members 
Mstep: Class 21 contains 175453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277920.000000 Penalty: 67304.742188
Iteration 262Q: 21 clusters Score -9.827792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50327 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59674 members 
Mstep: Class 9 contains 59064 members 
Mstep: Class 10 contains 58556 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186810 members 
Mstep: Class 21 contains 175457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277952.000000 Penalty: 67304.742188
Iteration 263Q: 21 clusters Score -9.827795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50330 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59667 members 
Mstep: Class 9 contains 59066 members 
Mstep: Class 10 contains 58554 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186812 members 
Mstep: Class 21 contains 175459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277904.000000 Penalty: 67304.742188
Iteration 264Q: 21 clusters Score -9.82779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50332 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59669 members 
Mstep: Class 9 contains 59068 members 
Mstep: Class 10 contains 58553 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54586 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186800 members 
Mstep: Class 21 contains 175469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277968.000000 Penalty: 67304.742188
Iteration 265Q: 21 clusters Score -9.827797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16283 members 
Mstep: Class 5 contains 50332 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59663 members 
Mstep: Class 9 contains 59070 members 
Mstep: Class 10 contains 58555 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54585 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25682 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186792 members 
Mstep: Class 21 contains 175480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277944.000000 Penalty: 67304.742188
Iteration 266Q: 21 clusters Score -9.827794e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50336 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59658 members 
Mstep: Class 9 contains 59077 members 
Mstep: Class 10 contains 58558 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54588 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186783 members 
Mstep: Class 21 contains 175481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277992.000000 Penalty: 67304.742188
Iteration 267Q: 21 clusters Score -9.827799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68909 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50337 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59660 members 
Mstep: Class 9 contains 59083 members 
Mstep: Class 10 contains 58561 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25681 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186767 members 
Mstep: Class 21 contains 175479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278064.000000 Penalty: 67304.742188
Iteration 268Q: 21 clusters Score -9.827806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68912 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50340 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59660 members 
Mstep: Class 9 contains 59085 members 
Mstep: Class 10 contains 58562 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54595 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25680 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186755 members 
Mstep: Class 21 contains 175478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278056.000000 Penalty: 67304.742188
Iteration 269Q: 21 clusters Score -9.827806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68913 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 50344 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59655 members 
Mstep: Class 9 contains 59089 members 
Mstep: Class 10 contains 58563 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54592 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186748 members 
Mstep: Class 21 contains 175484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278072.000000 Penalty: 67304.742188
Iteration 270Q: 21 clusters Score -9.827807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68916 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59651 members 
Mstep: Class 9 contains 59091 members 
Mstep: Class 10 contains 58564 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 11876 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186744 members 
Mstep: Class 21 contains 175481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278088.000000 Penalty: 67304.742188
Iteration 271Q: 21 clusters Score -9.827809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68914 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16281 members 
Mstep: Class 5 contains 50355 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59650 members 
Mstep: Class 9 contains 59093 members 
Mstep: Class 10 contains 58564 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11876 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186742 members 
Mstep: Class 21 contains 175482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 67304.742188
Iteration 272Q: 21 clusters Score -9.827812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68917 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 50360 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59647 members 
Mstep: Class 9 contains 59093 members 
Mstep: Class 10 contains 58566 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54585 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25676 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186740 members 
Mstep: Class 21 contains 175479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278232.000000 Penalty: 67304.742188
Iteration 273Q: 21 clusters Score -9.827823e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68915 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50365 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59645 members 
Mstep: Class 9 contains 59091 members 
Mstep: Class 10 contains 58566 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54578 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186733 members 
Mstep: Class 21 contains 175490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 67304.742188
Iteration 274Q: 21 clusters Score -9.827828e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68916 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50367 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59641 members 
Mstep: Class 9 contains 59093 members 
Mstep: Class 10 contains 58565 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54580 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25673 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186730 members 
Mstep: Class 21 contains 175493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278272.000000 Penalty: 67304.742188
Iteration 275Q: 21 clusters Score -9.827827e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68915 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50371 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59640 members 
Mstep: Class 9 contains 59094 members 
Mstep: Class 10 contains 58565 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54583 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25673 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186722 members 
Mstep: Class 21 contains 175495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278256.000000 Penalty: 67304.742188
Iteration 276Q: 21 clusters Score -9.827826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68912 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50374 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59640 members 
Mstep: Class 9 contains 59098 members 
Mstep: Class 10 contains 58566 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54575 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25674 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186720 members 
Mstep: Class 21 contains 175499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 67304.742188
Iteration 277Q: 21 clusters Score -9.82782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68911 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 50376 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59637 members 
Mstep: Class 9 contains 59101 members 
Mstep: Class 10 contains 58568 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186720 members 
Mstep: Class 21 contains 175500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 67304.742188
Iteration 278Q: 21 clusters Score -9.827822e+07 nChanged 31
Entering ConstructFrom: 
Score: -98278216.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -899841.750000 Penalty: 2206.929932
	Iteration 0F: 2 clusters Score -899841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -893824.750000 Penalty: 4413.859863
	Iteration 0F: 3 clusters Score -893824.8 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -895453.750000 Penalty: 4413.859863
	Iteration 1F: 3 clusters Score -895453.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -895888.750000 Penalty: 4413.859863
	Iteration 2F: 3 clusters Score -895888.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -896372.062500 Penalty: 4413.859863
	Iteration 3F: 3 clusters Score -896372.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -896921.875000 Penalty: 4413.859863
	Iteration 4F: 3 clusters Score -896921.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -897459.187500 Penalty: 4413.859863
	Iteration 5F: 3 clusters Score -897459.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -897918.375000 Penalty: 4413.859863
	Iteration 6F: 3 clusters Score -897918.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -898268.562500 Penalty: 4413.859863
	Iteration 7F: 3 clusters Score -898268.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -898487.875000 Penalty: 4413.859863
	Iteration 8Q: 3 clusters Score -898487.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -898599.312500 Penalty: 4413.859863
	Iteration 9Q: 3 clusters Score -898599.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -898676.687500 Penalty: 4413.859863
	Iteration 10Q: 3 clusters Score -898676.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -898729.562500 Penalty: 4413.859863
	Iteration 11Q: 3 clusters Score -898729.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -898763.312500 Penalty: 4413.859863
	Iteration 12Q: 3 clusters Score -898763.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -898783.750000 Penalty: 4413.859863
	Iteration 13Q: 3 clusters Score -898783.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -898799.437500 Penalty: 4413.859863
	Iteration 14Q: 3 clusters Score -898799.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -898807.687500 Penalty: 4413.859863
	Iteration 15Q: 3 clusters Score -898807.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -898816.187500 Penalty: 4413.859863
	Iteration 16Q: 3 clusters Score -898816.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -898824.937500 Penalty: 4413.859863
	Iteration 17Q: 3 clusters Score -898824.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -898831.500000 Penalty: 4413.859863
	Iteration 18Q: 3 clusters Score -898831.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -898836.875000 Penalty: 4413.859863
	Iteration 19Q: 3 clusters Score -898836.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -898843.750000 Penalty: 4413.859863
	Iteration 20F: 3 clusters Score -898843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -898847.125000 Penalty: 4413.859863
	Iteration 21Q: 3 clusters Score -898847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -898846.750000 Penalty: 4413.859863
	Iteration 22Q: 3 clusters Score -898846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -898849.625000 Penalty: 4413.859863
	Iteration 23Q: 3 clusters Score -898849.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -898854.312500 Penalty: 4413.859863
	Iteration 24Q: 3 clusters Score -898854.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -898858.687500 Penalty: 4413.859863
	Iteration 25Q: 3 clusters Score -898858.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -898868.375000 Penalty: 4413.859863
	Iteration 26Q: 3 clusters Score -898868.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -898876.125000 Penalty: 4413.859863
	Iteration 27Q: 3 clusters Score -898876.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -898880.687500 Penalty: 4413.859863
	Iteration 28Q: 3 clusters Score -898880.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -898886.500000 Penalty: 4413.859863
	Iteration 29Q: 3 clusters Score -898886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -898890.937500 Penalty: 4413.859863
	Iteration 30Q: 3 clusters Score -898890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -898892.437500 Penalty: 4413.859863
	Iteration 31Q: 3 clusters Score -898892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -898895.875000 Penalty: 4413.859863
	Iteration 32Q: 3 clusters Score -898895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -898897.500000 Penalty: 4413.859863
	Iteration 33Q: 3 clusters Score -898897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -898900.500000 Penalty: 4413.859863
	Iteration 34Q: 3 clusters Score -898900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -898899.687500 Penalty: 4413.859863
	Iteration 35Q: 3 clusters Score -898899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -898900.312500 Penalty: 4413.859863
	Iteration 36Q: 3 clusters Score -898900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -898902.125000 Penalty: 4413.859863
	Iteration 37Q: 3 clusters Score -898902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -898902.875000 Penalty: 4413.859863
	Iteration 38Q: 3 clusters Score -898902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -898904.875000 Penalty: 4413.859863
	Iteration 39Q: 3 clusters Score -898904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -898905.625000 Penalty: 4413.859863
	Iteration 40F: 3 clusters Score -898905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -898907.750000 Penalty: 4413.859863
	Iteration 41Q: 3 clusters Score -898907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -898907.375000 Penalty: 4413.859863
	Iteration 42Q: 3 clusters Score -898907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -898907.375000 Penalty: 4413.859863
	Iteration 43F: 3 clusters Score -898907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Entering Unmasked Estep 
Score: -8621755.000000 Penalty: 2762.850830
	Iteration 0F: 2 clusters Score -8621755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8575600.000000 Penalty: 5525.701660
	Iteration 0F: 3 clusters Score -8575600 nChanged 32361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -8593548.000000 Penalty: 5525.701660
	Iteration 1F: 3 clusters Score -8593548 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -8594118.000000 Penalty: 5525.701660
	Iteration 2Q: 3 clusters Score -8594118 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -8594662.000000 Penalty: 5525.701660
	Iteration 3Q: 3 clusters Score -8594662 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -8595275.000000 Penalty: 5525.701660
	Iteration 4Q: 3 clusters Score -8595275 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8595906.000000 Penalty: 5525.701660
	Iteration 5Q: 3 clusters Score -8595906 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8597026.000000 Penalty: 5525.701660
	Iteration 6Q: 3 clusters Score -8597026 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -8598677.000000 Penalty: 5525.701660
	Iteration 7Q: 3 clusters Score -8598677 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -8601195.000000 Penalty: 5525.701660
	Iteration 8F: 3 clusters Score -8601195 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -8604445.000000 Penalty: 5525.701660
	Iteration 9F: 3 clusters Score -8604445 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -8607945.000000 Penalty: 5525.701660
	Iteration 10F: 3 clusters Score -8607945 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -8610744.000000 Penalty: 5525.701660
	Iteration 11F: 3 clusters Score -8610744 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -8612629.000000 Penalty: 5525.701660
	Iteration 12Q: 3 clusters Score -8612629 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -8613855.000000 Penalty: 5525.701660
	Iteration 13Q: 3 clusters Score -8613855 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -8614888.000000 Penalty: 5525.701660
	Iteration 14Q: 3 clusters Score -8614888 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -8615841.000000 Penalty: 5525.701660
	Iteration 15Q: 3 clusters Score -8615841 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -8616679.000000 Penalty: 5525.701660
	Iteration 16Q: 3 clusters Score -8616679 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -8617334.000000 Penalty: 5525.701660
	Iteration 17Q: 3 clusters Score -8617334 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8617827.000000 Penalty: 5525.701660
	Iteration 18Q: 3 clusters Score -8617827 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -8618177.000000 Penalty: 5525.701660
	Iteration 19Q: 3 clusters Score -8618177 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -8618394.000000 Penalty: 5525.701660
	Iteration 20F: 3 clusters Score -8618394 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -8618545.000000 Penalty: 5525.701660
	Iteration 21Q: 3 clusters Score -8618545 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -8618703.000000 Penalty: 5525.701660
	Iteration 22Q: 3 clusters Score -8618703 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -8618800.000000 Penalty: 5525.701660
	Iteration 23Q: 3 clusters Score -8618800 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -8618867.000000 Penalty: 5525.701660
	Iteration 24Q: 3 clusters Score -8618867 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -8618920.000000 Penalty: 5525.701660
	Iteration 25Q: 3 clusters Score -8618920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -8618964.000000 Penalty: 5525.701660
	Iteration 26Q: 3 clusters Score -8618964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -8618993.000000 Penalty: 5525.701660
	Iteration 27Q: 3 clusters Score -8618993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -8619051.000000 Penalty: 5525.701660
	Iteration 28Q: 3 clusters Score -8619051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 65178 members 
Entering Unmasked Estep 
Score: -8619054.000000 Penalty: 5525.701660
	Iteration 29Q: 3 clusters Score -8619054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -8619072.000000 Penalty: 5525.701660
	Iteration 30Q: 3 clusters Score -8619072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -8619077.000000 Penalty: 5525.701660
	Iteration 31Q: 3 clusters Score -8619077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -8619097.000000 Penalty: 5525.701660
	Iteration 32Q: 3 clusters Score -8619097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -8619104.000000 Penalty: 5525.701660
	Iteration 33Q: 3 clusters Score -8619104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -8619119.000000 Penalty: 5525.701660
	Iteration 34Q: 3 clusters Score -8619119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -8619124.000000 Penalty: 5525.701660
	Iteration 35Q: 3 clusters Score -8619124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -8619139.000000 Penalty: 5525.701660
	Iteration 36Q: 3 clusters Score -8619139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -8619133.000000 Penalty: 5525.701660
	Iteration 37Q: 3 clusters Score -8619133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -8619134.000000 Penalty: 5525.701660
	Iteration 38Q: 3 clusters Score -8619134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -8619152.000000 Penalty: 5525.701660
	Iteration 39Q: 3 clusters Score -8619152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -8619128.000000 Penalty: 5525.701660
	Iteration 40F: 3 clusters Score -8619128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -8619147.000000 Penalty: 5525.701660
	Iteration 41Q: 3 clusters Score -8619147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -8619149.000000 Penalty: 5525.701660
	Iteration 42Q: 3 clusters Score -8619149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -8619154.000000 Penalty: 5525.701660
	Iteration 43Q: 3 clusters Score -8619154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -8619153.000000 Penalty: 5525.701660
	Iteration 44Q: 3 clusters Score -8619153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -8619156.000000 Penalty: 5525.701660
	Iteration 45Q: 3 clusters Score -8619156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -8619159.000000 Penalty: 5525.701660
	Iteration 46Q: 3 clusters Score -8619159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -8619164.000000 Penalty: 5525.701660
	Iteration 47Q: 3 clusters Score -8619164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -8619162.000000 Penalty: 5525.701660
	Iteration 48Q: 3 clusters Score -8619162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -8619179.000000 Penalty: 5525.701660
	Iteration 49Q: 3 clusters Score -8619179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -8619181.000000 Penalty: 5525.701660
	Iteration 50Q: 3 clusters Score -8619181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -8619178.000000 Penalty: 5525.701660
	Iteration 51Q: 3 clusters Score -8619178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -8619178.000000 Penalty: 5525.701660
	Iteration 52Q: 3 clusters Score -8619178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -8619187.000000 Penalty: 5525.701660
	Iteration 53Q: 3 clusters Score -8619187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -8619182.000000 Penalty: 5525.701660
	Iteration 54Q: 3 clusters Score -8619182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -8619189.000000 Penalty: 5525.701660
	Iteration 55Q: 3 clusters Score -8619189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -8619199.000000 Penalty: 5525.701660
	Iteration 56Q: 3 clusters Score -8619199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -8619211.000000 Penalty: 5525.701660
	Iteration 57Q: 3 clusters Score -8619211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -8619211.000000 Penalty: 5525.701660
	Iteration 58Q: 3 clusters Score -8619211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -8619218.000000 Penalty: 5525.701660
	Iteration 59Q: 3 clusters Score -8619218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -8619223.000000 Penalty: 5525.701660
	Iteration 60F: 3 clusters Score -8619223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -8619218.000000 Penalty: 5525.701660
	Iteration 61Q: 3 clusters Score -8619218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -8619221.000000 Penalty: 5525.701660
	Iteration 62Q: 3 clusters Score -8619221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -8619237.000000 Penalty: 5525.701660
	Iteration 63Q: 3 clusters Score -8619237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -8619230.000000 Penalty: 5525.701660
	Iteration 64Q: 3 clusters Score -8619230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -8619227.000000 Penalty: 5525.701660
	Iteration 65Q: 3 clusters Score -8619227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -8619228.000000 Penalty: 5525.701660
	Iteration 66Q: 3 clusters Score -8619228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -8619237.000000 Penalty: 5525.701660
	Iteration 67Q: 3 clusters Score -8619237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -8619251.000000 Penalty: 5525.701660
	Iteration 68Q: 3 clusters Score -8619251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -8619241.000000 Penalty: 5525.701660
	Iteration 69Q: 3 clusters Score -8619241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -8619233.000000 Penalty: 5525.701660
	Iteration 70Q: 3 clusters Score -8619233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 5525.701660
	Iteration 71Q: 3 clusters Score -8619253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 66394 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 5525.701660
	Iteration 72Q: 3 clusters Score -8619253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -8619244.000000 Penalty: 5525.701660
	Iteration 73Q: 3 clusters Score -8619244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -8619254.000000 Penalty: 5525.701660
	Iteration 74Q: 3 clusters Score -8619254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8619252.000000 Penalty: 5525.701660
	Iteration 75Q: 3 clusters Score -8619252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -8619248.000000 Penalty: 5525.701660
	Iteration 76Q: 3 clusters Score -8619248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -8619251.000000 Penalty: 5525.701660
	Iteration 77Q: 3 clusters Score -8619251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -8619251.000000 Penalty: 5525.701660
	Iteration 78F: 3 clusters Score -8619251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -37602.609375 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -37602.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36235.421875 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -36235.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36560.195312 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -36560.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36872.730469 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -36872.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37040.457031 Penalty: 2943.707520
	Iteration 3F: 3 clusters Score -37040.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37162.609375 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -37162.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37267.031250 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -37267.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37356.386719 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -37356.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37362.347656 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -37362.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37367.214844 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -37367.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37371.972656 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -37371.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37376.816406 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -37376.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37376.816406 Penalty: 2943.707520
	Iteration 11F: 3 clusters Score -37376.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Entering Unmasked Estep 
Score: -2117756.000000 Penalty: 2405.104004
	Iteration 0F: 2 clusters Score -2117756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2106029.000000 Penalty: 4810.208008
	Iteration 0F: 3 clusters Score -2106029 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2109652.750000 Penalty: 4810.208008
	Iteration 1F: 3 clusters Score -2109653 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2109944.750000 Penalty: 4810.208008
	Iteration 2F: 3 clusters Score -2109945 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2110190.250000 Penalty: 4810.208008
	Iteration 3Q: 3 clusters Score -2110190 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2110399.250000 Penalty: 4810.208008
	Iteration 4Q: 3 clusters Score -2110399 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2110559.000000 Penalty: 4810.208008
	Iteration 5Q: 3 clusters Score -2110559 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2110693.250000 Penalty: 4810.208008
	Iteration 6Q: 3 clusters Score -2110693 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2110816.000000 Penalty: 4810.208008
	Iteration 7Q: 3 clusters Score -2110816 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2110915.000000 Penalty: 4810.208008
	Iteration 8Q: 3 clusters Score -2110915 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2111024.750000 Penalty: 4810.208008
	Iteration 9Q: 3 clusters Score -2111025 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2111136.750000 Penalty: 4810.208008
	Iteration 10Q: 3 clusters Score -2111137 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2111279.250000 Penalty: 4810.208008
	Iteration 11Q: 3 clusters Score -2111279 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2111454.250000 Penalty: 4810.208008
	Iteration 12Q: 3 clusters Score -2111454 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2111666.500000 Penalty: 4810.208008
	Iteration 13Q: 3 clusters Score -2111666 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2111972.250000 Penalty: 4810.208008
	Iteration 14Q: 3 clusters Score -2111972 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2112370.500000 Penalty: 4810.208008
	Iteration 15Q: 3 clusters Score -2112370 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2112834.750000 Penalty: 4810.208008
	Iteration 16Q: 3 clusters Score -2112835 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2113368.250000 Penalty: 4810.208008
	Iteration 17Q: 3 clusters Score -2113368 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2113978.250000 Penalty: 4810.208008
	Iteration 18Q: 3 clusters Score -2113978 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2114543.000000 Penalty: 4810.208008
	Iteration 19Q: 3 clusters Score -2114543 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2114945.000000 Penalty: 4810.208008
	Iteration 20F: 3 clusters Score -2114945 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2115229.500000 Penalty: 4810.208008
	Iteration 21Q: 3 clusters Score -2115230 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2115412.750000 Penalty: 4810.208008
	Iteration 22Q: 3 clusters Score -2115413 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2115508.250000 Penalty: 4810.208008
	Iteration 23Q: 3 clusters Score -2115508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2115566.250000 Penalty: 4810.208008
	Iteration 24Q: 3 clusters Score -2115566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2115612.250000 Penalty: 4810.208008
	Iteration 25Q: 3 clusters Score -2115612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2115632.750000 Penalty: 4810.208008
	Iteration 26Q: 3 clusters Score -2115633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2115653.250000 Penalty: 4810.208008
	Iteration 27Q: 3 clusters Score -2115653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2115673.000000 Penalty: 4810.208008
	Iteration 28Q: 3 clusters Score -2115673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2115687.500000 Penalty: 4810.208008
	Iteration 29Q: 3 clusters Score -2115688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2115695.000000 Penalty: 4810.208008
	Iteration 30Q: 3 clusters Score -2115695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2115697.750000 Penalty: 4810.208008
	Iteration 31Q: 3 clusters Score -2115698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2115697.750000 Penalty: 4810.208008
	Iteration 32Q: 3 clusters Score -2115698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2115697.750000 Penalty: 4810.208008
	Iteration 33F: 3 clusters Score -2115698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Entering Unmasked Estep 
Score: -6517421.500000 Penalty: 2685.163086
	Iteration 0F: 2 clusters Score -6517422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -6483711.500000 Penalty: 5370.326172
	Iteration 0F: 3 clusters Score -6483712 nChanged 23156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -6496199.500000 Penalty: 5370.326172
	Iteration 1F: 3 clusters Score -6496200 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6496702.500000 Penalty: 5370.326172
	Iteration 2Q: 3 clusters Score -6496702 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -6497187.000000 Penalty: 5370.326172
	Iteration 3Q: 3 clusters Score -6497187 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6497782.000000 Penalty: 5370.326172
	Iteration 4Q: 3 clusters Score -6497782 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6498447.500000 Penalty: 5370.326172
	Iteration 5Q: 3 clusters Score -6498448 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6499303.500000 Penalty: 5370.326172
	Iteration 6Q: 3 clusters Score -6499304 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -6500365.500000 Penalty: 5370.326172
	Iteration 7Q: 3 clusters Score -6500366 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -6501978.500000 Penalty: 5370.326172
	Iteration 8F: 3 clusters Score -6501978 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -6504111.000000 Penalty: 5370.326172
	Iteration 9F: 3 clusters Score -6504111 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -6506477.500000 Penalty: 5370.326172
	Iteration 10F: 3 clusters Score -6506478 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -6508236.000000 Penalty: 5370.326172
	Iteration 11F: 3 clusters Score -6508236 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -6509237.500000 Penalty: 5370.326172
	Iteration 12Q: 3 clusters Score -6509238 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -6509652.500000 Penalty: 5370.326172
	Iteration 13Q: 3 clusters Score -6509652 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6509840.000000 Penalty: 5370.326172
	Iteration 14Q: 3 clusters Score -6509840 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -6510023.500000 Penalty: 5370.326172
	Iteration 15Q: 3 clusters Score -6510024 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -6510183.000000 Penalty: 5370.326172
	Iteration 16Q: 3 clusters Score -6510183 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -6510306.500000 Penalty: 5370.326172
	Iteration 17Q: 3 clusters Score -6510306 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -6510432.000000 Penalty: 5370.326172
	Iteration 18Q: 3 clusters Score -6510432 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -6510561.500000 Penalty: 5370.326172
	Iteration 19Q: 3 clusters Score -6510562 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -6510712.000000 Penalty: 5370.326172
	Iteration 20F: 3 clusters Score -6510712 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6510874.000000 Penalty: 5370.326172
	Iteration 21Q: 3 clusters Score -6510874 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -6510987.500000 Penalty: 5370.326172
	Iteration 22Q: 3 clusters Score -6510988 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -6511146.500000 Penalty: 5370.326172
	Iteration 23Q: 3 clusters Score -6511146 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -6511311.000000 Penalty: 5370.326172
	Iteration 24Q: 3 clusters Score -6511311 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -6511458.000000 Penalty: 5370.326172
	Iteration 25Q: 3 clusters Score -6511458 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6511568.000000 Penalty: 5370.326172
	Iteration 26Q: 3 clusters Score -6511568 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -6511707.000000 Penalty: 5370.326172
	Iteration 27Q: 3 clusters Score -6511707 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -6511830.500000 Penalty: 5370.326172
	Iteration 28Q: 3 clusters Score -6511830 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -6511946.000000 Penalty: 5370.326172
	Iteration 29Q: 3 clusters Score -6511946 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -6512094.000000 Penalty: 5370.326172
	Iteration 30Q: 3 clusters Score -6512094 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -6512201.000000 Penalty: 5370.326172
	Iteration 31Q: 3 clusters Score -6512201 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -6512317.500000 Penalty: 5370.326172
	Iteration 32Q: 3 clusters Score -6512318 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -6512480.000000 Penalty: 5370.326172
	Iteration 33Q: 3 clusters Score -6512480 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -6512620.000000 Penalty: 5370.326172
	Iteration 34Q: 3 clusters Score -6512620 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -6512764.000000 Penalty: 5370.326172
	Iteration 35Q: 3 clusters Score -6512764 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -6512960.000000 Penalty: 5370.326172
	Iteration 36Q: 3 clusters Score -6512960 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -6513118.000000 Penalty: 5370.326172
	Iteration 37Q: 3 clusters Score -6513118 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6513321.000000 Penalty: 5370.326172
	Iteration 38Q: 3 clusters Score -6513321 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6513458.500000 Penalty: 5370.326172
	Iteration 39Q: 3 clusters Score -6513458 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -6513639.500000 Penalty: 5370.326172
	Iteration 40F: 3 clusters Score -6513640 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -6513812.500000 Penalty: 5370.326172
	Iteration 41Q: 3 clusters Score -6513812 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6513995.500000 Penalty: 5370.326172
	Iteration 42Q: 3 clusters Score -6513996 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6514124.000000 Penalty: 5370.326172
	Iteration 43Q: 3 clusters Score -6514124 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6514270.000000 Penalty: 5370.326172
	Iteration 44Q: 3 clusters Score -6514270 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -6514388.000000 Penalty: 5370.326172
	Iteration 45Q: 3 clusters Score -6514388 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6514456.000000 Penalty: 5370.326172
	Iteration 46Q: 3 clusters Score -6514456 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6514569.000000 Penalty: 5370.326172
	Iteration 47Q: 3 clusters Score -6514569 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6514655.000000 Penalty: 5370.326172
	Iteration 48Q: 3 clusters Score -6514655 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6514699.500000 Penalty: 5370.326172
	Iteration 49Q: 3 clusters Score -6514700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6514766.000000 Penalty: 5370.326172
	Iteration 50Q: 3 clusters Score -6514766 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6514811.000000 Penalty: 5370.326172
	Iteration 51Q: 3 clusters Score -6514811 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6514842.000000 Penalty: 5370.326172
	Iteration 52Q: 3 clusters Score -6514842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6514868.500000 Penalty: 5370.326172
	Iteration 53Q: 3 clusters Score -6514868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6514909.000000 Penalty: 5370.326172
	Iteration 54Q: 3 clusters Score -6514909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6514952.500000 Penalty: 5370.326172
	Iteration 55Q: 3 clusters Score -6514952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6514988.500000 Penalty: 5370.326172
	Iteration 56Q: 3 clusters Score -6514988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6515022.000000 Penalty: 5370.326172
	Iteration 57Q: 3 clusters Score -6515022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6515045.000000 Penalty: 5370.326172
	Iteration 58Q: 3 clusters Score -6515045 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6515055.000000 Penalty: 5370.326172
	Iteration 59Q: 3 clusters Score -6515055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6515070.000000 Penalty: 5370.326172
	Iteration 60F: 3 clusters Score -6515070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6515089.000000 Penalty: 5370.326172
	Iteration 61Q: 3 clusters Score -6515089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6515111.000000 Penalty: 5370.326172
	Iteration 62Q: 3 clusters Score -6515111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6515120.000000 Penalty: 5370.326172
	Iteration 63Q: 3 clusters Score -6515120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6515127.000000 Penalty: 5370.326172
	Iteration 64Q: 3 clusters Score -6515127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6515142.500000 Penalty: 5370.326172
	Iteration 65Q: 3 clusters Score -6515142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6515139.500000 Penalty: 5370.326172
	Iteration 66Q: 3 clusters Score -6515140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6515155.000000 Penalty: 5370.326172
	Iteration 67Q: 3 clusters Score -6515155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6515163.500000 Penalty: 5370.326172
	Iteration 68Q: 3 clusters Score -6515164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6515186.000000 Penalty: 5370.326172
	Iteration 69Q: 3 clusters Score -6515186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6515193.000000 Penalty: 5370.326172
	Iteration 70Q: 3 clusters Score -6515193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6515204.000000 Penalty: 5370.326172
	Iteration 71Q: 3 clusters Score -6515204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6515191.500000 Penalty: 5370.326172
	Iteration 72Q: 3 clusters Score -6515192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6515212.500000 Penalty: 5370.326172
	Iteration 73Q: 3 clusters Score -6515212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6515212.000000 Penalty: 5370.326172
	Iteration 74Q: 3 clusters Score -6515212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6515223.000000 Penalty: 5370.326172
	Iteration 75Q: 3 clusters Score -6515223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6515223.500000 Penalty: 5370.326172
	Iteration 76Q: 3 clusters Score -6515224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6515224.000000 Penalty: 5370.326172
	Iteration 77Q: 3 clusters Score -6515224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6515229.500000 Penalty: 5370.326172
	Iteration 78Q: 3 clusters Score -6515230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6515229.000000 Penalty: 5370.326172
	Iteration 79Q: 3 clusters Score -6515229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6515243.000000 Penalty: 5370.326172
	Iteration 80F: 3 clusters Score -6515243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6515237.000000 Penalty: 5370.326172
	Iteration 81Q: 3 clusters Score -6515237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6515241.000000 Penalty: 5370.326172
	Iteration 82Q: 3 clusters Score -6515241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6515248.500000 Penalty: 5370.326172
	Iteration 83Q: 3 clusters Score -6515248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6515259.000000 Penalty: 5370.326172
	Iteration 84Q: 3 clusters Score -6515259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6515261.500000 Penalty: 5370.326172
	Iteration 85Q: 3 clusters Score -6515262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6515259.500000 Penalty: 5370.326172
	Iteration 86Q: 3 clusters Score -6515260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6515260.500000 Penalty: 5370.326172
	Iteration 87Q: 3 clusters Score -6515260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6515272.500000 Penalty: 5370.326172
	Iteration 88Q: 3 clusters Score -6515272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6515265.000000 Penalty: 5370.326172
	Iteration 89Q: 3 clusters Score -6515265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6515275.500000 Penalty: 5370.326172
	Iteration 90Q: 3 clusters Score -6515276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6515270.000000 Penalty: 5370.326172
	Iteration 91Q: 3 clusters Score -6515270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6515274.000000 Penalty: 5370.326172
	Iteration 92Q: 3 clusters Score -6515274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6515272.500000 Penalty: 5370.326172
	Iteration 93Q: 3 clusters Score -6515272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6515278.000000 Penalty: 5370.326172
	Iteration 94Q: 3 clusters Score -6515278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6515278.500000 Penalty: 5370.326172
	Iteration 95Q: 3 clusters Score -6515278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6515286.000000 Penalty: 5370.326172
	Iteration 96Q: 3 clusters Score -6515286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6515278.000000 Penalty: 5370.326172
	Iteration 97Q: 3 clusters Score -6515278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6515283.000000 Penalty: 5370.326172
	Iteration 98Q: 3 clusters Score -6515283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6515280.500000 Penalty: 5370.326172
	Iteration 99Q: 3 clusters Score -6515280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6515293.500000 Penalty: 5370.326172
	Iteration 100F: 3 clusters Score -6515294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6515294.000000 Penalty: 5370.326172
	Iteration 101Q: 3 clusters Score -6515294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6515286.500000 Penalty: 5370.326172
	Iteration 102Q: 3 clusters Score -6515286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6515284.000000 Penalty: 5370.326172
	Iteration 103Q: 3 clusters Score -6515284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6515283.500000 Penalty: 5370.326172
	Iteration 104Q: 3 clusters Score -6515284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6515290.500000 Penalty: 5370.326172
	Iteration 105Q: 3 clusters Score -6515290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6515286.000000 Penalty: 5370.326172
	Iteration 106Q: 3 clusters Score -6515286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6515284.500000 Penalty: 5370.326172
	Iteration 107Q: 3 clusters Score -6515284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6515285.000000 Penalty: 5370.326172
	Iteration 108Q: 3 clusters Score -6515285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6515283.000000 Penalty: 5370.326172
	Iteration 109Q: 3 clusters Score -6515283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6515281.500000 Penalty: 5370.326172
	Iteration 110Q: 3 clusters Score -6515282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6515289.500000 Penalty: 5370.326172
	Iteration 111Q: 3 clusters Score -6515290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6515296.000000 Penalty: 5370.326172
	Iteration 112Q: 3 clusters Score -6515296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6515290.500000 Penalty: 5370.326172
	Iteration 113Q: 3 clusters Score -6515290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6515289.500000 Penalty: 5370.326172
	Iteration 114Q: 3 clusters Score -6515290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6515289.000000 Penalty: 5370.326172
	Iteration 115Q: 3 clusters Score -6515289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6515289.000000 Penalty: 5370.326172
	Iteration 116F: 3 clusters Score -6515289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -59510.968750 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -59510.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58009.074219 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -58009.07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58187.488281 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -58187.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58249.257812 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -58249.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58265.472656 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -58265.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58280.207031 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -58280.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58284.644531 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -58284.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58286.253906 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -58286.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58288.285156 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -58288.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58301.199219 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -58301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58307.441406 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -58307.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58308.976562 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -58308.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58308.976562 Penalty: 3078.461670
	Iteration 11F: 3 clusters Score -58308.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -112377.585938 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -112377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110396.507812 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -110396.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110879.171875 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -110879.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111218.250000 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -111218.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111544.625000 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -111544.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111752.929688 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -111752.9 nChanged 55
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: -111907.273438 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -111907.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112021.406250 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -112021.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112080.039062 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -112080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112121.585938 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -112121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112139.718750 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -112139.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112151.414062 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -112151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112156.054688 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -112156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112158.601562 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -112158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112163.796875 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -112163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112165.117188 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -112165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112166.500000 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -112166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112169.148438 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -112169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112172.015625 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -112172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112176.257812 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -112176.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112182.453125 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -112182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112192.132812 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -112192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112206.523438 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -112206.5 nChanged 6
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: -112220.679688 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -112220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112232.890625 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -112232.9 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: -112245.265625 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -112245.3 nChanged 5
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: -112253.875000 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -112253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112261.343750 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -112261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112266.187500 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -112266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112266.187500 Penalty: 3444.745361
	Iteration 28F: 3 clusters Score -112266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Entering Unmasked Estep 
Score: -7691994.500000 Penalty: 2727.011719
	Iteration 0F: 2 clusters Score -7691994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7651887.000000 Penalty: 5454.023438
	Iteration 0F: 3 clusters Score -7651887 nChanged 27844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -7667734.000000 Penalty: 5454.023438
	Iteration 1F: 3 clusters Score -7667734 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7668613.500000 Penalty: 5454.023438
	Iteration 2Q: 3 clusters Score -7668614 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -7669715.500000 Penalty: 5454.023438
	Iteration 3Q: 3 clusters Score -7669716 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7671500.500000 Penalty: 5454.023438
	Iteration 4F: 3 clusters Score -7671500 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7674218.500000 Penalty: 5454.023438
	Iteration 5F: 3 clusters Score -7674218 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -7677953.500000 Penalty: 5454.023438
	Iteration 6F: 3 clusters Score -7677954 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -7682225.000000 Penalty: 5454.023438
	Iteration 7F: 3 clusters Score -7682225 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -7685607.000000 Penalty: 5454.023438
	Iteration 8F: 3 clusters Score -7685607 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -7687426.000000 Penalty: 5454.023438
	Iteration 9Q: 3 clusters Score -7687426 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -7688294.500000 Penalty: 5454.023438
	Iteration 10Q: 3 clusters Score -7688294 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -7688763.000000 Penalty: 5454.023438
	Iteration 11Q: 3 clusters Score -7688763 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -7689037.000000 Penalty: 5454.023438
	Iteration 12Q: 3 clusters Score -7689037 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -7689189.500000 Penalty: 5454.023438
	Iteration 13Q: 3 clusters Score -7689190 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -7689307.500000 Penalty: 5454.023438
	Iteration 14Q: 3 clusters Score -7689308 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7689373.000000 Penalty: 5454.023438
	Iteration 15Q: 3 clusters Score -7689373 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7689428.000000 Penalty: 5454.023438
	Iteration 16Q: 3 clusters Score -7689428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -7689480.500000 Penalty: 5454.023438
	Iteration 17Q: 3 clusters Score -7689480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -7689530.500000 Penalty: 5454.023438
	Iteration 18Q: 3 clusters Score -7689530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -7689545.000000 Penalty: 5454.023438
	Iteration 19Q: 3 clusters Score -7689545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -7689584.500000 Penalty: 5454.023438
	Iteration 20F: 3 clusters Score -7689584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -7689600.000000 Penalty: 5454.023438
	Iteration 21Q: 3 clusters Score -7689600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -7689620.500000 Penalty: 5454.023438
	Iteration 22Q: 3 clusters Score -7689620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -7689631.000000 Penalty: 5454.023438
	Iteration 23Q: 3 clusters Score -7689631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -7689652.000000 Penalty: 5454.023438
	Iteration 24Q: 3 clusters Score -7689652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -7689666.000000 Penalty: 5454.023438
	Iteration 25Q: 3 clusters Score -7689666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -7689683.500000 Penalty: 5454.023438
	Iteration 26Q: 3 clusters Score -7689684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -7689689.000000 Penalty: 5454.023438
	Iteration 27Q: 3 clusters Score -7689689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -7689691.500000 Penalty: 5454.023438
	Iteration 28Q: 3 clusters Score -7689692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -7689705.500000 Penalty: 5454.023438
	Iteration 29Q: 3 clusters Score -7689706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -7689715.500000 Penalty: 5454.023438
	Iteration 30Q: 3 clusters Score -7689716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7689717.000000 Penalty: 5454.023438
	Iteration 31Q: 3 clusters Score -7689717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -7689718.000000 Penalty: 5454.023438
	Iteration 32Q: 3 clusters Score -7689718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -7689724.000000 Penalty: 5454.023438
	Iteration 33Q: 3 clusters Score -7689724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -7689725.000000 Penalty: 5454.023438
	Iteration 34Q: 3 clusters Score -7689725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -7689742.000000 Penalty: 5454.023438
	Iteration 35Q: 3 clusters Score -7689742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -7689745.000000 Penalty: 5454.023438
	Iteration 36Q: 3 clusters Score -7689745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -7689740.000000 Penalty: 5454.023438
	Iteration 37Q: 3 clusters Score -7689740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -7689745.500000 Penalty: 5454.023438
	Iteration 38Q: 3 clusters Score -7689746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -7689743.500000 Penalty: 5454.023438
	Iteration 39Q: 3 clusters Score -7689744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -7689735.500000 Penalty: 5454.023438
	Iteration 40F: 3 clusters Score -7689736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -7689742.500000 Penalty: 5454.023438
	Iteration 41Q: 3 clusters Score -7689742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -7689739.000000 Penalty: 5454.023438
	Iteration 42Q: 3 clusters Score -7689739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -7689736.500000 Penalty: 5454.023438
	Iteration 43Q: 3 clusters Score -7689736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -7689737.500000 Penalty: 5454.023438
	Iteration 44Q: 3 clusters Score -7689738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -7689737.500000 Penalty: 5454.023438
	Iteration 45F: 3 clusters Score -7689738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Entering Unmasked Estep 
Score: -7618165.500000 Penalty: 2724.802002
	Iteration 0F: 2 clusters Score -7618166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -7578675.500000 Penalty: 5449.604004
	Iteration 0F: 3 clusters Score -7578676 nChanged 27472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -7593697.000000 Penalty: 5449.604004
	Iteration 1F: 3 clusters Score -7593697 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -7594174.000000 Penalty: 5449.604004
	Iteration 2Q: 3 clusters Score -7594174 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7594668.500000 Penalty: 5449.604004
	Iteration 3Q: 3 clusters Score -7594668 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -7595118.500000 Penalty: 5449.604004
	Iteration 4Q: 3 clusters Score -7595118 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -7595463.000000 Penalty: 5449.604004
	Iteration 5Q: 3 clusters Score -7595463 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -7595926.500000 Penalty: 5449.604004
	Iteration 6Q: 3 clusters Score -7595926 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -7596426.000000 Penalty: 5449.604004
	Iteration 7Q: 3 clusters Score -7596426 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -7597194.500000 Penalty: 5449.604004
	Iteration 8Q: 3 clusters Score -7597194 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -7598328.000000 Penalty: 5449.604004
	Iteration 9Q: 3 clusters Score -7598328 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -7599900.500000 Penalty: 5449.604004
	Iteration 10F: 3 clusters Score -7599900 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7602027.500000 Penalty: 5449.604004
	Iteration 11F: 3 clusters Score -7602028 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -7604427.000000 Penalty: 5449.604004
	Iteration 12F: 3 clusters Score -7604427 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -7606959.000000 Penalty: 5449.604004
	Iteration 13F: 3 clusters Score -7606959 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -7609165.500000 Penalty: 5449.604004
	Iteration 14F: 3 clusters Score -7609166 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -7610827.000000 Penalty: 5449.604004
	Iteration 15Q: 3 clusters Score -7610827 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -7611936.000000 Penalty: 5449.604004
	Iteration 16Q: 3 clusters Score -7611936 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -7612609.500000 Penalty: 5449.604004
	Iteration 17Q: 3 clusters Score -7612610 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -7613088.000000 Penalty: 5449.604004
	Iteration 18Q: 3 clusters Score -7613088 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -7613469.000000 Penalty: 5449.604004
	Iteration 19Q: 3 clusters Score -7613469 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7613754.000000 Penalty: 5449.604004
	Iteration 20F: 3 clusters Score -7613754 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7614011.000000 Penalty: 5449.604004
	Iteration 21Q: 3 clusters Score -7614011 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7614242.000000 Penalty: 5449.604004
	Iteration 22Q: 3 clusters Score -7614242 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7614494.000000 Penalty: 5449.604004
	Iteration 23Q: 3 clusters Score -7614494 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7614716.000000 Penalty: 5449.604004
	Iteration 24Q: 3 clusters Score -7614716 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7614913.000000 Penalty: 5449.604004
	Iteration 25Q: 3 clusters Score -7614913 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7615080.000000 Penalty: 5449.604004
	Iteration 26Q: 3 clusters Score -7615080 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7615256.500000 Penalty: 5449.604004
	Iteration 27Q: 3 clusters Score -7615256 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7615372.000000 Penalty: 5449.604004
	Iteration 28Q: 3 clusters Score -7615372 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7615452.000000 Penalty: 5449.604004
	Iteration 29Q: 3 clusters Score -7615452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7615556.500000 Penalty: 5449.604004
	Iteration 30Q: 3 clusters Score -7615556 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7615651.500000 Penalty: 5449.604004
	Iteration 31Q: 3 clusters Score -7615652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7615704.000000 Penalty: 5449.604004
	Iteration 32Q: 3 clusters Score -7615704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7615759.000000 Penalty: 5449.604004
	Iteration 33Q: 3 clusters Score -7615759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7615789.500000 Penalty: 5449.604004
	Iteration 34Q: 3 clusters Score -7615790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7615815.000000 Penalty: 5449.604004
	Iteration 35Q: 3 clusters Score -7615815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7615863.000000 Penalty: 5449.604004
	Iteration 36Q: 3 clusters Score -7615863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7615894.500000 Penalty: 5449.604004
	Iteration 37Q: 3 clusters Score -7615894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7615940.500000 Penalty: 5449.604004
	Iteration 38Q: 3 clusters Score -7615940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7615956.000000 Penalty: 5449.604004
	Iteration 39Q: 3 clusters Score -7615956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7615971.000000 Penalty: 5449.604004
	Iteration 40F: 3 clusters Score -7615971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7615986.000000 Penalty: 5449.604004
	Iteration 41Q: 3 clusters Score -7615986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7616006.500000 Penalty: 5449.604004
	Iteration 42Q: 3 clusters Score -7616006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7616016.500000 Penalty: 5449.604004
	Iteration 43Q: 3 clusters Score -7616016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7616028.500000 Penalty: 5449.604004
	Iteration 44Q: 3 clusters Score -7616028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7616035.000000 Penalty: 5449.604004
	Iteration 45Q: 3 clusters Score -7616035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7616035.500000 Penalty: 5449.604004
	Iteration 46Q: 3 clusters Score -7616036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7616047.500000 Penalty: 5449.604004
	Iteration 47Q: 3 clusters Score -7616048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7616073.000000 Penalty: 5449.604004
	Iteration 48Q: 3 clusters Score -7616073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7616079.000000 Penalty: 5449.604004
	Iteration 49Q: 3 clusters Score -7616079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7616080.500000 Penalty: 5449.604004
	Iteration 50Q: 3 clusters Score -7616080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7616078.000000 Penalty: 5449.604004
	Iteration 51Q: 3 clusters Score -7616078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7616091.500000 Penalty: 5449.604004
	Iteration 52Q: 3 clusters Score -7616092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7616106.000000 Penalty: 5449.604004
	Iteration 53Q: 3 clusters Score -7616106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7616102.500000 Penalty: 5449.604004
	Iteration 54Q: 3 clusters Score -7616102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7616103.000000 Penalty: 5449.604004
	Iteration 55Q: 3 clusters Score -7616103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7616111.500000 Penalty: 5449.604004
	Iteration 56Q: 3 clusters Score -7616112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7616123.500000 Penalty: 5449.604004
	Iteration 57Q: 3 clusters Score -7616124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7616121.500000 Penalty: 5449.604004
	Iteration 58Q: 3 clusters Score -7616122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7616122.000000 Penalty: 5449.604004
	Iteration 59Q: 3 clusters Score -7616122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7616121.500000 Penalty: 5449.604004
	Iteration 60F: 3 clusters Score -7616122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7616121.000000 Penalty: 5449.604004
	Iteration 61Q: 3 clusters Score -7616121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7616121.000000 Penalty: 5449.604004
	Iteration 62F: 3 clusters Score -7616121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Entering Unmasked Estep 
Score: -7579643.000000 Penalty: 2722.530029
	Iteration 0F: 2 clusters Score -7579643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -7540348.000000 Penalty: 5445.060059
	Iteration 0F: 3 clusters Score -7540348 nChanged 27188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -7555353.000000 Penalty: 5445.060059
	Iteration 1F: 3 clusters Score -7555353 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -7555856.000000 Penalty: 5445.060059
	Iteration 2Q: 3 clusters Score -7555856 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7556424.000000 Penalty: 5445.060059
	Iteration 3Q: 3 clusters Score -7556424 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -7557051.500000 Penalty: 5445.060059
	Iteration 4Q: 3 clusters Score -7557052 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -7557884.500000 Penalty: 5445.060059
	Iteration 5Q: 3 clusters Score -7557884 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -7558823.000000 Penalty: 5445.060059
	Iteration 6Q: 3 clusters Score -7558823 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -7560077.000000 Penalty: 5445.060059
	Iteration 7Q: 3 clusters Score -7560077 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -7561570.500000 Penalty: 5445.060059
	Iteration 8F: 3 clusters Score -7561570 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -7563706.000000 Penalty: 5445.060059
	Iteration 9F: 3 clusters Score -7563706 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -7566571.500000 Penalty: 5445.060059
	Iteration 10F: 3 clusters Score -7566572 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -7569496.500000 Penalty: 5445.060059
	Iteration 11F: 3 clusters Score -7569496 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -7571523.500000 Penalty: 5445.060059
	Iteration 12F: 3 clusters Score -7571524 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -7572493.000000 Penalty: 5445.060059
	Iteration 13Q: 3 clusters Score -7572493 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -7573030.000000 Penalty: 5445.060059
	Iteration 14Q: 3 clusters Score -7573030 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -7573383.000000 Penalty: 5445.060059
	Iteration 15Q: 3 clusters Score -7573383 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7573678.000000 Penalty: 5445.060059
	Iteration 16Q: 3 clusters Score -7573678 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7573913.000000 Penalty: 5445.060059
	Iteration 17Q: 3 clusters Score -7573913 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -7574084.500000 Penalty: 5445.060059
	Iteration 18Q: 3 clusters Score -7574084 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -7574271.000000 Penalty: 5445.060059
	Iteration 19Q: 3 clusters Score -7574271 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7574485.000000 Penalty: 5445.060059
	Iteration 20F: 3 clusters Score -7574485 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -7574683.500000 Penalty: 5445.060059
	Iteration 21Q: 3 clusters Score -7574684 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -7574854.000000 Penalty: 5445.060059
	Iteration 22Q: 3 clusters Score -7574854 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -7574979.000000 Penalty: 5445.060059
	Iteration 23Q: 3 clusters Score -7574979 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -7575186.000000 Penalty: 5445.060059
	Iteration 24Q: 3 clusters Score -7575186 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -7575324.000000 Penalty: 5445.060059
	Iteration 25Q: 3 clusters Score -7575324 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -7575456.000000 Penalty: 5445.060059
	Iteration 26Q: 3 clusters Score -7575456 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -7575571.000000 Penalty: 5445.060059
	Iteration 27Q: 3 clusters Score -7575571 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -7575722.500000 Penalty: 5445.060059
	Iteration 28Q: 3 clusters Score -7575722 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -7575859.000000 Penalty: 5445.060059
	Iteration 29Q: 3 clusters Score -7575859 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7576001.000000 Penalty: 5445.060059
	Iteration 30Q: 3 clusters Score -7576001 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -7576103.500000 Penalty: 5445.060059
	Iteration 31Q: 3 clusters Score -7576104 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7576205.000000 Penalty: 5445.060059
	Iteration 32Q: 3 clusters Score -7576205 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -7576297.000000 Penalty: 5445.060059
	Iteration 33Q: 3 clusters Score -7576297 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7576374.000000 Penalty: 5445.060059
	Iteration 34Q: 3 clusters Score -7576374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7576450.000000 Penalty: 5445.060059
	Iteration 35Q: 3 clusters Score -7576450 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7576531.500000 Penalty: 5445.060059
	Iteration 36Q: 3 clusters Score -7576532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7576576.500000 Penalty: 5445.060059
	Iteration 37Q: 3 clusters Score -7576576 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7576638.000000 Penalty: 5445.060059
	Iteration 38Q: 3 clusters Score -7576638 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7576698.000000 Penalty: 5445.060059
	Iteration 39Q: 3 clusters Score -7576698 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7576751.500000 Penalty: 5445.060059
	Iteration 40F: 3 clusters Score -7576752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7576831.000000 Penalty: 5445.060059
	Iteration 41Q: 3 clusters Score -7576831 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7576869.000000 Penalty: 5445.060059
	Iteration 42Q: 3 clusters Score -7576869 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7576906.500000 Penalty: 5445.060059
	Iteration 43Q: 3 clusters Score -7576906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7576933.500000 Penalty: 5445.060059
	Iteration 44Q: 3 clusters Score -7576934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7576984.000000 Penalty: 5445.060059
	Iteration 45Q: 3 clusters Score -7576984 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7577032.000000 Penalty: 5445.060059
	Iteration 46Q: 3 clusters Score -7577032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7577078.500000 Penalty: 5445.060059
	Iteration 47Q: 3 clusters Score -7577078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7577113.000000 Penalty: 5445.060059
	Iteration 48Q: 3 clusters Score -7577113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7577138.000000 Penalty: 5445.060059
	Iteration 49Q: 3 clusters Score -7577138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7577149.000000 Penalty: 5445.060059
	Iteration 50Q: 3 clusters Score -7577149 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7577190.500000 Penalty: 5445.060059
	Iteration 51Q: 3 clusters Score -7577190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7577212.500000 Penalty: 5445.060059
	Iteration 52Q: 3 clusters Score -7577212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7577226.500000 Penalty: 5445.060059
	Iteration 53Q: 3 clusters Score -7577226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7577229.000000 Penalty: 5445.060059
	Iteration 54Q: 3 clusters Score -7577229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7577254.000000 Penalty: 5445.060059
	Iteration 55Q: 3 clusters Score -7577254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7577278.500000 Penalty: 5445.060059
	Iteration 56Q: 3 clusters Score -7577278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7577294.500000 Penalty: 5445.060059
	Iteration 57Q: 3 clusters Score -7577294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7577307.000000 Penalty: 5445.060059
	Iteration 58Q: 3 clusters Score -7577307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7577318.000000 Penalty: 5445.060059
	Iteration 59Q: 3 clusters Score -7577318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7577336.000000 Penalty: 5445.060059
	Iteration 60F: 3 clusters Score -7577336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7577363.500000 Penalty: 5445.060059
	Iteration 61Q: 3 clusters Score -7577364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7577360.000000 Penalty: 5445.060059
	Iteration 62Q: 3 clusters Score -7577360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7577367.000000 Penalty: 5445.060059
	Iteration 63Q: 3 clusters Score -7577367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7577379.000000 Penalty: 5445.060059
	Iteration 64Q: 3 clusters Score -7577379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7577388.000000 Penalty: 5445.060059
	Iteration 65Q: 3 clusters Score -7577388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7577395.500000 Penalty: 5445.060059
	Iteration 66Q: 3 clusters Score -7577396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7577405.500000 Penalty: 5445.060059
	Iteration 67Q: 3 clusters Score -7577406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7577402.000000 Penalty: 5445.060059
	Iteration 68Q: 3 clusters Score -7577402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7577391.500000 Penalty: 5445.060059
	Iteration 69Q: 3 clusters Score -7577392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7577406.000000 Penalty: 5445.060059
	Iteration 70Q: 3 clusters Score -7577406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7577405.000000 Penalty: 5445.060059
	Iteration 71Q: 3 clusters Score -7577405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7577405.500000 Penalty: 5445.060059
	Iteration 72Q: 3 clusters Score -7577406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7577402.000000 Penalty: 5445.060059
	Iteration 73Q: 3 clusters Score -7577402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7577399.500000 Penalty: 5445.060059
	Iteration 74Q: 3 clusters Score -7577400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7577403.000000 Penalty: 5445.060059
	Iteration 75Q: 3 clusters Score -7577403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7577410.000000 Penalty: 5445.060059
	Iteration 76Q: 3 clusters Score -7577410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7577410.000000 Penalty: 5445.060059
	Iteration 77Q: 3 clusters Score -7577410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7577420.000000 Penalty: 5445.060059
	Iteration 78Q: 3 clusters Score -7577420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7577422.500000 Penalty: 5445.060059
	Iteration 79Q: 3 clusters Score -7577422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7577424.000000 Penalty: 5445.060059
	Iteration 80F: 3 clusters Score -7577424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7577431.500000 Penalty: 5445.060059
	Iteration 81Q: 3 clusters Score -7577432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7577430.500000 Penalty: 5445.060059
	Iteration 82Q: 3 clusters Score -7577430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7577431.000000 Penalty: 5445.060059
	Iteration 83Q: 3 clusters Score -7577431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7577425.500000 Penalty: 5445.060059
	Iteration 84Q: 3 clusters Score -7577426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7577431.500000 Penalty: 5445.060059
	Iteration 85Q: 3 clusters Score -7577432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7577432.500000 Penalty: 5445.060059
	Iteration 86Q: 3 clusters Score -7577432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7577440.000000 Penalty: 5445.060059
	Iteration 87Q: 3 clusters Score -7577440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7577443.000000 Penalty: 5445.060059
	Iteration 88Q: 3 clusters Score -7577443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7577437.000000 Penalty: 5445.060059
	Iteration 89Q: 3 clusters Score -7577437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7577443.500000 Penalty: 5445.060059
	Iteration 90Q: 3 clusters Score -7577444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7577446.500000 Penalty: 5445.060059
	Iteration 91Q: 3 clusters Score -7577446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7577454.000000 Penalty: 5445.060059
	Iteration 92Q: 3 clusters Score -7577454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7577455.000000 Penalty: 5445.060059
	Iteration 93Q: 3 clusters Score -7577455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7577450.000000 Penalty: 5445.060059
	Iteration 94Q: 3 clusters Score -7577450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7577447.500000 Penalty: 5445.060059
	Iteration 95Q: 3 clusters Score -7577448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7577454.500000 Penalty: 5445.060059
	Iteration 96Q: 3 clusters Score -7577454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7577463.500000 Penalty: 5445.060059
	Iteration 97Q: 3 clusters Score -7577464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7577466.000000 Penalty: 5445.060059
	Iteration 98Q: 3 clusters Score -7577466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7577468.500000 Penalty: 5445.060059
	Iteration 99Q: 3 clusters Score -7577468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7577461.500000 Penalty: 5445.060059
	Iteration 100F: 3 clusters Score -7577462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7577466.500000 Penalty: 5445.060059
	Iteration 101Q: 3 clusters Score -7577466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7577468.500000 Penalty: 5445.060059
	Iteration 102Q: 3 clusters Score -7577468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7577474.500000 Penalty: 5445.060059
	Iteration 103Q: 3 clusters Score -7577474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7577474.500000 Penalty: 5445.060059
	Iteration 104Q: 3 clusters Score -7577474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7577475.000000 Penalty: 5445.060059
	Iteration 105Q: 3 clusters Score -7577475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7577488.000000 Penalty: 5445.060059
	Iteration 106Q: 3 clusters Score -7577488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7577493.000000 Penalty: 5445.060059
	Iteration 107Q: 3 clusters Score -7577493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7577501.000000 Penalty: 5445.060059
	Iteration 108Q: 3 clusters Score -7577501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7577499.000000 Penalty: 5445.060059
	Iteration 109Q: 3 clusters Score -7577499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7577494.500000 Penalty: 5445.060059
	Iteration 110Q: 3 clusters Score -7577494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7577496.000000 Penalty: 5445.060059
	Iteration 111Q: 3 clusters Score -7577496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7577492.000000 Penalty: 5445.060059
	Iteration 112Q: 3 clusters Score -7577492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7577492.000000 Penalty: 5445.060059
	Iteration 113F: 3 clusters Score -7577492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -447948.312500 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -447948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -444310.500000 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -444310.5 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -445079.875000 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -445079.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -445270.750000 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -445270.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -445423.218750 Penalty: 4060.900635
	Iteration 3F: 3 clusters Score -445423.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -445548.312500 Penalty: 4060.900635
	Iteration 4Q: 3 clusters Score -445548.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -445630.812500 Penalty: 4060.900635
	Iteration 5Q: 3 clusters Score -445630.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -445711.718750 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -445711.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -445776.156250 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -445776.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -445834.000000 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -445834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -445881.531250 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -445881.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -445933.656250 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -445933.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -445978.031250 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -445978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -446029.937500 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -446029.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -446075.500000 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -446075.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -446105.718750 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -446105.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -446135.593750 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -446135.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -446163.156250 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -446163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -446186.812500 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -446186.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -446209.656250 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -446209.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -446224.656250 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -446224.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -446232.093750 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -446232.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -446237.906250 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -446237.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -446244.281250 Penalty: 4060.900635
	Iteration 22Q: 3 clusters Score -446244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -446247.718750 Penalty: 4060.900635
	Iteration 23Q: 3 clusters Score -446247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -446252.281250 Penalty: 4060.900635
	Iteration 24Q: 3 clusters Score -446252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -446253.812500 Penalty: 4060.900635
	Iteration 25Q: 3 clusters Score -446253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -446254.750000 Penalty: 4060.900635
	Iteration 26Q: 3 clusters Score -446254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -446258.062500 Penalty: 4060.900635
	Iteration 27Q: 3 clusters Score -446258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -446259.781250 Penalty: 4060.900635
	Iteration 28Q: 3 clusters Score -446259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -446262.218750 Penalty: 4060.900635
	Iteration 29Q: 3 clusters Score -446262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -446267.500000 Penalty: 4060.900635
	Iteration 30Q: 3 clusters Score -446267.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -446276.750000 Penalty: 4060.900635
	Iteration 31Q: 3 clusters Score -446276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -446283.718750 Penalty: 4060.900635
	Iteration 32Q: 3 clusters Score -446283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -446286.500000 Penalty: 4060.900635
	Iteration 33Q: 3 clusters Score -446286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -446290.312500 Penalty: 4060.900635
	Iteration 34Q: 3 clusters Score -446290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -446293.156250 Penalty: 4060.900635
	Iteration 35Q: 3 clusters Score -446293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -446292.562500 Penalty: 4060.900635
	Iteration 36Q: 3 clusters Score -446292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -446292.843750 Penalty: 4060.900635
	Iteration 37Q: 3 clusters Score -446292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -446294.812500 Penalty: 4060.900635
	Iteration 38Q: 3 clusters Score -446294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -446295.875000 Penalty: 4060.900635
	Iteration 39Q: 3 clusters Score -446295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -446296.656250 Penalty: 4060.900635
	Iteration 40F: 3 clusters Score -446296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -446298.906250 Penalty: 4060.900635
	Iteration 41Q: 3 clusters Score -446298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -446300.968750 Penalty: 4060.900635
	Iteration 42Q: 3 clusters Score -446301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -446301.218750 Penalty: 4060.900635
	Iteration 43Q: 3 clusters Score -446301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -446302.656250 Penalty: 4060.900635
	Iteration 44Q: 3 clusters Score -446302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -446303.593750 Penalty: 4060.900635
	Iteration 45Q: 3 clusters Score -446303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -446304.062500 Penalty: 4060.900635
	Iteration 46Q: 3 clusters Score -446304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -446304.125000 Penalty: 4060.900635
	Iteration 47Q: 3 clusters Score -446304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -446304.812500 Penalty: 4060.900635
	Iteration 48Q: 3 clusters Score -446304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -446305.906250 Penalty: 4060.900635
	Iteration 49Q: 3 clusters Score -446305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -446308.906250 Penalty: 4060.900635
	Iteration 50Q: 3 clusters Score -446308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -446308.968750 Penalty: 4060.900635
	Iteration 51Q: 3 clusters Score -446309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -446310.437500 Penalty: 4060.900635
	Iteration 52Q: 3 clusters Score -446310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -446310.531250 Penalty: 4060.900635
	Iteration 53Q: 3 clusters Score -446310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -446310.531250 Penalty: 4060.900635
	Iteration 54F: 3 clusters Score -446310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Entering Unmasked Estep 
Score: -7028671.500000 Penalty: 2704.995605
	Iteration 0F: 2 clusters Score -7028672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6991854.500000 Penalty: 5409.991211
	Iteration 0F: 3 clusters Score -6991854 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -7006347.000000 Penalty: 5409.991211
	Iteration 1F: 3 clusters Score -7006347 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7007223.500000 Penalty: 5409.991211
	Iteration 2Q: 3 clusters Score -7007224 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7008476.500000 Penalty: 5409.991211
	Iteration 3Q: 3 clusters Score -7008476 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -7010214.500000 Penalty: 5409.991211
	Iteration 4F: 3 clusters Score -7010214 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -7012816.500000 Penalty: 5409.991211
	Iteration 5F: 3 clusters Score -7012816 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -7016346.000000 Penalty: 5409.991211
	Iteration 6F: 3 clusters Score -7016346 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -7020058.500000 Penalty: 5409.991211
	Iteration 7F: 3 clusters Score -7020058 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7022858.500000 Penalty: 5409.991211
	Iteration 8F: 3 clusters Score -7022858 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7024532.500000 Penalty: 5409.991211
	Iteration 9Q: 3 clusters Score -7024532 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7025366.500000 Penalty: 5409.991211
	Iteration 10Q: 3 clusters Score -7025366 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7025788.000000 Penalty: 5409.991211
	Iteration 11Q: 3 clusters Score -7025788 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7026059.500000 Penalty: 5409.991211
	Iteration 12Q: 3 clusters Score -7026060 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7026184.000000 Penalty: 5409.991211
	Iteration 13Q: 3 clusters Score -7026184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7026282.000000 Penalty: 5409.991211
	Iteration 14Q: 3 clusters Score -7026282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7026339.000000 Penalty: 5409.991211
	Iteration 15Q: 3 clusters Score -7026339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7026356.000000 Penalty: 5409.991211
	Iteration 16Q: 3 clusters Score -7026356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7026397.500000 Penalty: 5409.991211
	Iteration 17Q: 3 clusters Score -7026398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7026409.000000 Penalty: 5409.991211
	Iteration 18Q: 3 clusters Score -7026409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7026412.000000 Penalty: 5409.991211
	Iteration 19Q: 3 clusters Score -7026412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7026411.000000 Penalty: 5409.991211
	Iteration 20F: 3 clusters Score -7026411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7026433.500000 Penalty: 5409.991211
	Iteration 21Q: 3 clusters Score -7026434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7026436.000000 Penalty: 5409.991211
	Iteration 22Q: 3 clusters Score -7026436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7026443.500000 Penalty: 5409.991211
	Iteration 23Q: 3 clusters Score -7026444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7026442.500000 Penalty: 5409.991211
	Iteration 24Q: 3 clusters Score -7026442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7026456.500000 Penalty: 5409.991211
	Iteration 25Q: 3 clusters Score -7026456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7026469.000000 Penalty: 5409.991211
	Iteration 26Q: 3 clusters Score -7026469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7026463.500000 Penalty: 5409.991211
	Iteration 27Q: 3 clusters Score -7026464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7026459.000000 Penalty: 5409.991211
	Iteration 28Q: 3 clusters Score -7026459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7026465.000000 Penalty: 5409.991211
	Iteration 29Q: 3 clusters Score -7026465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7026467.000000 Penalty: 5409.991211
	Iteration 30Q: 3 clusters Score -7026467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7026470.500000 Penalty: 5409.991211
	Iteration 31Q: 3 clusters Score -7026470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7026470.500000 Penalty: 5409.991211
	Iteration 32Q: 3 clusters Score -7026470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7026471.500000 Penalty: 5409.991211
	Iteration 33Q: 3 clusters Score -7026472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7026471.000000 Penalty: 5409.991211
	Iteration 34Q: 3 clusters Score -7026471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7026472.500000 Penalty: 5409.991211
	Iteration 35Q: 3 clusters Score -7026472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7026470.000000 Penalty: 5409.991211
	Iteration 36Q: 3 clusters Score -7026470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7026470.000000 Penalty: 5409.991211
	Iteration 37F: 3 clusters Score -7026470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38886.085938 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38886.09 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 192 members 
Entering Unmasked Estep 
Score: -37519.144531 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37519.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37661.750000 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37661.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37744.222656 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37744.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37781.996094 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -37782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37835.937500 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -37835.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37893.449219 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -37893.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37990.515625 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -37990.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38135.726562 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38135.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38280.257812 Penalty: 2929.059326
	Iteration 8F: 3 clusters Score -38280.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38547.613281 Penalty: 2929.059326
	Iteration 9F: 3 clusters Score -38547.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38809.585938 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -38809.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38864.542969 Penalty: 2929.059326
	Iteration 11Q: 3 clusters Score -38864.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38913.296875 Penalty: 2929.059326
	Iteration 12Q: 3 clusters Score -38913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38945.496094 Penalty: 2929.059326
	Iteration 13Q: 3 clusters Score -38945.5 nChanged 4
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: -38989.003906 Penalty: 2929.059326
	Iteration 14Q: 3 clusters Score -38989 nChanged 1
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: -38995.039062 Penalty: 2929.059326
	Iteration 15Q: 3 clusters Score -38995.04 nChanged 0
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: -38995.039062 Penalty: 2929.059326
	Iteration 16F: 3 clusters Score -38995.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50376 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59636 members 
Mstep: Class 9 contains 59107 members 
Mstep: Class 10 contains 58568 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 126 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25671 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 241 members 
Mstep: Class 20 contains 186719 members 
Mstep: Class 21 contains 175502 members 
Entering Unmasked Estep 
Score: -98276392.000000 Penalty: 70669.984375
Splitting cluster 13 changes total score from -98278216.000000 to -98276392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46970.601562 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45545.558594 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45545.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45689.816406 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45689.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45743.503906 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -45743.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45769.757812 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45769.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45788.617188 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45788.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45799.957031 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45799.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45805.191406 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45805.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45810.390625 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -45810.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45812.160156 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -45812.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45814.335938 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -45814.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45814.335938 Penalty: 3016.780762
	Iteration 10F: 3 clusters Score -45814.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -43817.398438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -43817.4 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 190 members 
Entering Unmasked Estep 
Score: -42393.406250 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -42393.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42557.074219 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -42557.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42647.257812 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -42647.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42658.851562 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -42658.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42670.636719 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -42670.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42689.343750 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -42689.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42701.171875 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -42701.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42710.570312 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -42710.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42725.667969 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -42725.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42734.824219 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -42734.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42737.175781 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -42737.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42737.175781 Penalty: 2974.240234
	Iteration 11F: 3 clusters Score -42737.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Entering Unmasked Estep 
Score: -3327175.250000 Penalty: 2517.973145
	Iteration 0F: 2 clusters Score -3327175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3309433.250000 Penalty: 5035.946289
	Iteration 0F: 3 clusters Score -3309433 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3315623.750000 Penalty: 5035.946289
	Iteration 1F: 3 clusters Score -3315624 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3315958.750000 Penalty: 5035.946289
	Iteration 2Q: 3 clusters Score -3315959 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3316236.750000 Penalty: 5035.946289
	Iteration 3Q: 3 clusters Score -3316237 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3316452.000000 Penalty: 5035.946289
	Iteration 4Q: 3 clusters Score -3316452 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3316633.750000 Penalty: 5035.946289
	Iteration 5Q: 3 clusters Score -3316634 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3316820.500000 Penalty: 5035.946289
	Iteration 6Q: 3 clusters Score -3316820 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3316974.500000 Penalty: 5035.946289
	Iteration 7Q: 3 clusters Score -3316974 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3317121.500000 Penalty: 5035.946289
	Iteration 8Q: 3 clusters Score -3317122 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3317306.750000 Penalty: 5035.946289
	Iteration 9Q: 3 clusters Score -3317307 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3317493.500000 Penalty: 5035.946289
	Iteration 10Q: 3 clusters Score -3317494 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3317715.250000 Penalty: 5035.946289
	Iteration 11Q: 3 clusters Score -3317715 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3317997.750000 Penalty: 5035.946289
	Iteration 12Q: 3 clusters Score -3317998 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3318424.250000 Penalty: 5035.946289
	Iteration 13Q: 3 clusters Score -3318424 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3319021.250000 Penalty: 5035.946289
	Iteration 14Q: 3 clusters Score -3319021 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3319809.250000 Penalty: 5035.946289
	Iteration 15Q: 3 clusters Score -3319809 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3320850.000000 Penalty: 5035.946289
	Iteration 16Q: 3 clusters Score -3320850 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3321828.500000 Penalty: 5035.946289
	Iteration 17Q: 3 clusters Score -3321828 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3322565.500000 Penalty: 5035.946289
	Iteration 18Q: 3 clusters Score -3322566 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3323022.000000 Penalty: 5035.946289
	Iteration 19Q: 3 clusters Score -3323022 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3323318.750000 Penalty: 5035.946289
	Iteration 20F: 3 clusters Score -3323319 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3323508.250000 Penalty: 5035.946289
	Iteration 21Q: 3 clusters Score -3323508 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3323678.500000 Penalty: 5035.946289
	Iteration 22Q: 3 clusters Score -3323678 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3323796.250000 Penalty: 5035.946289
	Iteration 23Q: 3 clusters Score -3323796 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3323922.750000 Penalty: 5035.946289
	Iteration 24Q: 3 clusters Score -3323923 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3324012.750000 Penalty: 5035.946289
	Iteration 25Q: 3 clusters Score -3324013 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3324091.500000 Penalty: 5035.946289
	Iteration 26Q: 3 clusters Score -3324092 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3324156.500000 Penalty: 5035.946289
	Iteration 27Q: 3 clusters Score -3324156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3324196.000000 Penalty: 5035.946289
	Iteration 28Q: 3 clusters Score -3324196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3324256.500000 Penalty: 5035.946289
	Iteration 29Q: 3 clusters Score -3324256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3324320.000000 Penalty: 5035.946289
	Iteration 30Q: 3 clusters Score -3324320 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3324364.000000 Penalty: 5035.946289
	Iteration 31Q: 3 clusters Score -3324364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3324405.000000 Penalty: 5035.946289
	Iteration 32Q: 3 clusters Score -3324405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3324445.500000 Penalty: 5035.946289
	Iteration 33Q: 3 clusters Score -3324446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3324469.750000 Penalty: 5035.946289
	Iteration 34Q: 3 clusters Score -3324470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3324501.500000 Penalty: 5035.946289
	Iteration 35Q: 3 clusters Score -3324502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3324533.750000 Penalty: 5035.946289
	Iteration 36Q: 3 clusters Score -3324534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3324574.750000 Penalty: 5035.946289
	Iteration 37Q: 3 clusters Score -3324575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3324606.500000 Penalty: 5035.946289
	Iteration 38Q: 3 clusters Score -3324606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3324630.000000 Penalty: 5035.946289
	Iteration 39Q: 3 clusters Score -3324630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3324662.000000 Penalty: 5035.946289
	Iteration 40F: 3 clusters Score -3324662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3324699.000000 Penalty: 5035.946289
	Iteration 41Q: 3 clusters Score -3324699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3324727.250000 Penalty: 5035.946289
	Iteration 42Q: 3 clusters Score -3324727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3324762.500000 Penalty: 5035.946289
	Iteration 43Q: 3 clusters Score -3324762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3324788.750000 Penalty: 5035.946289
	Iteration 44Q: 3 clusters Score -3324789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3324800.000000 Penalty: 5035.946289
	Iteration 45Q: 3 clusters Score -3324800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3324827.000000 Penalty: 5035.946289
	Iteration 46Q: 3 clusters Score -3324827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3324848.250000 Penalty: 5035.946289
	Iteration 47Q: 3 clusters Score -3324848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3324857.500000 Penalty: 5035.946289
	Iteration 48Q: 3 clusters Score -3324858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3324888.000000 Penalty: 5035.946289
	Iteration 49Q: 3 clusters Score -3324888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3324903.500000 Penalty: 5035.946289
	Iteration 50Q: 3 clusters Score -3324904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3324922.750000 Penalty: 5035.946289
	Iteration 51Q: 3 clusters Score -3324923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3324940.000000 Penalty: 5035.946289
	Iteration 52Q: 3 clusters Score -3324940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3324960.250000 Penalty: 5035.946289
	Iteration 53Q: 3 clusters Score -3324960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3324978.250000 Penalty: 5035.946289
	Iteration 54Q: 3 clusters Score -3324978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3324992.750000 Penalty: 5035.946289
	Iteration 55Q: 3 clusters Score -3324993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3325010.000000 Penalty: 5035.946289
	Iteration 56Q: 3 clusters Score -3325010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3325030.250000 Penalty: 5035.946289
	Iteration 57Q: 3 clusters Score -3325030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3325052.000000 Penalty: 5035.946289
	Iteration 58Q: 3 clusters Score -3325052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3325082.000000 Penalty: 5035.946289
	Iteration 59Q: 3 clusters Score -3325082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3325091.000000 Penalty: 5035.946289
	Iteration 60F: 3 clusters Score -3325091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3325111.750000 Penalty: 5035.946289
	Iteration 61Q: 3 clusters Score -3325112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3325128.500000 Penalty: 5035.946289
	Iteration 62Q: 3 clusters Score -3325128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3325150.500000 Penalty: 5035.946289
	Iteration 63Q: 3 clusters Score -3325150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3325161.500000 Penalty: 5035.946289
	Iteration 64Q: 3 clusters Score -3325162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3325165.250000 Penalty: 5035.946289
	Iteration 65Q: 3 clusters Score -3325165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3325171.750000 Penalty: 5035.946289
	Iteration 66Q: 3 clusters Score -3325172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3325173.000000 Penalty: 5035.946289
	Iteration 67Q: 3 clusters Score -3325173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3325173.000000 Penalty: 5035.946289
	Iteration 68Q: 3 clusters Score -3325173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3325177.500000 Penalty: 5035.946289
	Iteration 69Q: 3 clusters Score -3325178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3325181.000000 Penalty: 5035.946289
	Iteration 70Q: 3 clusters Score -3325181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3325181.250000 Penalty: 5035.946289
	Iteration 71Q: 3 clusters Score -3325181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3325184.250000 Penalty: 5035.946289
	Iteration 72Q: 3 clusters Score -3325184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3325182.250000 Penalty: 5035.946289
	Iteration 73Q: 3 clusters Score -3325182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3325189.750000 Penalty: 5035.946289
	Iteration 74Q: 3 clusters Score -3325190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3325190.250000 Penalty: 5035.946289
	Iteration 75Q: 3 clusters Score -3325190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3325192.750000 Penalty: 5035.946289
	Iteration 76Q: 3 clusters Score -3325193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3325193.000000 Penalty: 5035.946289
	Iteration 77Q: 3 clusters Score -3325193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3325197.250000 Penalty: 5035.946289
	Iteration 78Q: 3 clusters Score -3325197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3325197.250000 Penalty: 5035.946289
	Iteration 79Q: 3 clusters Score -3325197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3325197.000000 Penalty: 5035.946289
	Iteration 80F: 3 clusters Score -3325197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3325198.500000 Penalty: 5035.946289
	Iteration 81Q: 3 clusters Score -3325198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3325198.500000 Penalty: 5035.946289
	Iteration 82F: 3 clusters Score -3325198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -1440245.875000 Penalty: 2326.887695
	Iteration 0F: 2 clusters Score -1440246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1431341.375000 Penalty: 4653.775391
	Iteration 0F: 3 clusters Score -1431341 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1434031.125000 Penalty: 4653.775391
	Iteration 1F: 3 clusters Score -1434031 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1434303.875000 Penalty: 4653.775391
	Iteration 2F: 3 clusters Score -1434304 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1434505.875000 Penalty: 4653.775391
	Iteration 3Q: 3 clusters Score -1434506 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1434661.750000 Penalty: 4653.775391
	Iteration 4Q: 3 clusters Score -1434662 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1434795.875000 Penalty: 4653.775391
	Iteration 5Q: 3 clusters Score -1434796 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1434936.250000 Penalty: 4653.775391
	Iteration 6Q: 3 clusters Score -1434936 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1435059.125000 Penalty: 4653.775391
	Iteration 7Q: 3 clusters Score -1435059 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1435195.875000 Penalty: 4653.775391
	Iteration 8Q: 3 clusters Score -1435196 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1435361.750000 Penalty: 4653.775391
	Iteration 9Q: 3 clusters Score -1435362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1435531.000000 Penalty: 4653.775391
	Iteration 10Q: 3 clusters Score -1435531 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1435724.500000 Penalty: 4653.775391
	Iteration 11Q: 3 clusters Score -1435724 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1435924.625000 Penalty: 4653.775391
	Iteration 12Q: 3 clusters Score -1435925 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1436172.625000 Penalty: 4653.775391
	Iteration 13Q: 3 clusters Score -1436173 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1436412.125000 Penalty: 4653.775391
	Iteration 14Q: 3 clusters Score -1436412 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1436682.750000 Penalty: 4653.775391
	Iteration 15Q: 3 clusters Score -1436683 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1436956.750000 Penalty: 4653.775391
	Iteration 16Q: 3 clusters Score -1436957 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1437191.625000 Penalty: 4653.775391
	Iteration 17Q: 3 clusters Score -1437192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1437406.500000 Penalty: 4653.775391
	Iteration 18Q: 3 clusters Score -1437406 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1437589.750000 Penalty: 4653.775391
	Iteration 19Q: 3 clusters Score -1437590 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1437734.000000 Penalty: 4653.775391
	Iteration 20F: 3 clusters Score -1437734 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1437849.375000 Penalty: 4653.775391
	Iteration 21Q: 3 clusters Score -1437849 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1437932.250000 Penalty: 4653.775391
	Iteration 22Q: 3 clusters Score -1437932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1437986.750000 Penalty: 4653.775391
	Iteration 23Q: 3 clusters Score -1437987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1438035.750000 Penalty: 4653.775391
	Iteration 24Q: 3 clusters Score -1438036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1438078.000000 Penalty: 4653.775391
	Iteration 25Q: 3 clusters Score -1438078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1438113.625000 Penalty: 4653.775391
	Iteration 26Q: 3 clusters Score -1438114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1438147.875000 Penalty: 4653.775391
	Iteration 27Q: 3 clusters Score -1438148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1438178.750000 Penalty: 4653.775391
	Iteration 28Q: 3 clusters Score -1438179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1438197.125000 Penalty: 4653.775391
	Iteration 29Q: 3 clusters Score -1438197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1438217.875000 Penalty: 4653.775391
	Iteration 30Q: 3 clusters Score -1438218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1438236.125000 Penalty: 4653.775391
	Iteration 31Q: 3 clusters Score -1438236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1438255.500000 Penalty: 4653.775391
	Iteration 32Q: 3 clusters Score -1438256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1438275.250000 Penalty: 4653.775391
	Iteration 33Q: 3 clusters Score -1438275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1438286.375000 Penalty: 4653.775391
	Iteration 34Q: 3 clusters Score -1438286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1438287.625000 Penalty: 4653.775391
	Iteration 35Q: 3 clusters Score -1438288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1438293.000000 Penalty: 4653.775391
	Iteration 36Q: 3 clusters Score -1438293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1438298.375000 Penalty: 4653.775391
	Iteration 37Q: 3 clusters Score -1438298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1438305.250000 Penalty: 4653.775391
	Iteration 38Q: 3 clusters Score -1438305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1438314.250000 Penalty: 4653.775391
	Iteration 39Q: 3 clusters Score -1438314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1438318.250000 Penalty: 4653.775391
	Iteration 40F: 3 clusters Score -1438318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1438325.000000 Penalty: 4653.775391
	Iteration 41Q: 3 clusters Score -1438325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1438330.625000 Penalty: 4653.775391
	Iteration 42Q: 3 clusters Score -1438331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1438329.625000 Penalty: 4653.775391
	Iteration 43Q: 3 clusters Score -1438330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1438335.000000 Penalty: 4653.775391
	Iteration 44Q: 3 clusters Score -1438335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1438336.375000 Penalty: 4653.775391
	Iteration 45Q: 3 clusters Score -1438336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1438337.250000 Penalty: 4653.775391
	Iteration 46Q: 3 clusters Score -1438337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1438338.125000 Penalty: 4653.775391
	Iteration 47Q: 3 clusters Score -1438338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1438338.125000 Penalty: 4653.775391
	Iteration 48F: 3 clusters Score -1438338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -73729.601562 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -73729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72068.773438 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -72068.77 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72289.367188 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -72289.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72368.539062 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -72368.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72421.039062 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -72421.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72451.515625 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -72451.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72461.835938 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -72461.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72502.109375 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -72502.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72527.718750 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -72527.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72549.460938 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -72549.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72553.648438 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -72553.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72555.640625 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -72555.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72565.609375 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -72565.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72573.914062 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -72573.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72580.765625 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -72580.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72587.335938 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -72587.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72593.406250 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -72593.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72597.093750 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -72597.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72606.023438 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -72606.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72627.382812 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -72627.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72641.953125 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -72641.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72649.820312 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -72649.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72659.000000 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -72659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72662.445312 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -72662.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72662.445312 Penalty: 3205.662598
	Iteration 23F: 3 clusters Score -72662.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186719 members 
Entering Unmasked Estep 
Score: -23866756.000000 Penalty: 3010.065186
	Iteration 0F: 2 clusters Score -2.386676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -23745762.000000 Penalty: 6020.130371
	Iteration 0F: 3 clusters Score -2.374576e+07 nChanged 89605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -23797404.000000 Penalty: 6020.130371
	Iteration 1F: 3 clusters Score -2.37974e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -23798330.000000 Penalty: 6020.130371
	Iteration 2Q: 3 clusters Score -2.379833e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -23799596.000000 Penalty: 6020.130371
	Iteration 3Q: 3 clusters Score -2.37996e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 98899 members 
Entering Unmasked Estep 
Score: -23801364.000000 Penalty: 6020.130371
	Iteration 4Q: 3 clusters Score -2.380136e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -23804698.000000 Penalty: 6020.130371
	Iteration 5Q: 3 clusters Score -2.38047e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -23810160.000000 Penalty: 6020.130371
	Iteration 6F: 3 clusters Score -2.381016e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -23819094.000000 Penalty: 6020.130371
	Iteration 7F: 3 clusters Score -2.381909e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -23831730.000000 Penalty: 6020.130371
	Iteration 8F: 3 clusters Score -2.383173e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -23844202.000000 Penalty: 6020.130371
	Iteration 9F: 3 clusters Score -2.38442e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 136606 members 
Entering Unmasked Estep 
Score: -23852290.000000 Penalty: 6020.130371
	Iteration 10F: 3 clusters Score -2.385229e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 140161 members 
Entering Unmasked Estep 
Score: -23855654.000000 Penalty: 6020.130371
	Iteration 11Q: 3 clusters Score -2.385565e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -23857782.000000 Penalty: 6020.130371
	Iteration 12Q: 3 clusters Score -2.385778e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 145802 members 
Entering Unmasked Estep 
Score: -23859118.000000 Penalty: 6020.130371
	Iteration 13Q: 3 clusters Score -2.385912e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 148150 members 
Entering Unmasked Estep 
Score: -23860144.000000 Penalty: 6020.130371
	Iteration 14Q: 3 clusters Score -2.386014e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 150222 members 
Entering Unmasked Estep 
Score: -23860952.000000 Penalty: 6020.130371
	Iteration 15Q: 3 clusters Score -2.386095e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -23861566.000000 Penalty: 6020.130371
	Iteration 16Q: 3 clusters Score -2.386157e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 153692 members 
Entering Unmasked Estep 
Score: -23862074.000000 Penalty: 6020.130371
	Iteration 17Q: 3 clusters Score -2.386207e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -23862518.000000 Penalty: 6020.130371
	Iteration 18Q: 3 clusters Score -2.386252e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -23862898.000000 Penalty: 6020.130371
	Iteration 19Q: 3 clusters Score -2.38629e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -23863292.000000 Penalty: 6020.130371
	Iteration 20F: 3 clusters Score -2.386329e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -23863596.000000 Penalty: 6020.130371
	Iteration 21Q: 3 clusters Score -2.38636e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -23863896.000000 Penalty: 6020.130371
	Iteration 22Q: 3 clusters Score -2.38639e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -23864180.000000 Penalty: 6020.130371
	Iteration 23Q: 3 clusters Score -2.386418e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 163306 members 
Entering Unmasked Estep 
Score: -23864484.000000 Penalty: 6020.130371
	Iteration 24Q: 3 clusters Score -2.386448e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 164607 members 
Entering Unmasked Estep 
Score: -23864624.000000 Penalty: 6020.130371
	Iteration 25Q: 3 clusters Score -2.386462e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -23864970.000000 Penalty: 6020.130371
	Iteration 26Q: 3 clusters Score -2.386497e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -23865260.000000 Penalty: 6020.130371
	Iteration 27Q: 3 clusters Score -2.386526e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -23865614.000000 Penalty: 6020.130371
	Iteration 28Q: 3 clusters Score -2.386561e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -23865768.000000 Penalty: 6020.130371
	Iteration 29Q: 3 clusters Score -2.386577e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -23865954.000000 Penalty: 6020.130371
	Iteration 30Q: 3 clusters Score -2.386595e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 172944 members 
Entering Unmasked Estep 
Score: -23866154.000000 Penalty: 6020.130371
	Iteration 31Q: 3 clusters Score -2.386615e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -23866202.000000 Penalty: 6020.130371
	Iteration 32Q: 3 clusters Score -2.38662e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -23866200.000000 Penalty: 6020.130371
	Iteration 33Q: 3 clusters Score -2.38662e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -23866262.000000 Penalty: 6020.130371
	Iteration 34Q: 3 clusters Score -2.386626e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 177674 members 
Entering Unmasked Estep 
Score: -23866154.000000 Penalty: 6020.130371
	Iteration 35Q: 3 clusters Score -2.386615e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 178610 members 
Entering Unmasked Estep 
Score: -23866140.000000 Penalty: 6020.130371
	Iteration 36Q: 3 clusters Score -2.386614e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 179406 members 
Entering Unmasked Estep 
Score: -23866042.000000 Penalty: 6020.130371
	Iteration 37Q: 3 clusters Score -2.386604e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 180086 members 
Entering Unmasked Estep 
Score: -23866024.000000 Penalty: 6020.130371
	Iteration 38Q: 3 clusters Score -2.386602e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 180678 members 
Entering Unmasked Estep 
Score: -23865982.000000 Penalty: 6020.130371
	Iteration 39Q: 3 clusters Score -2.386598e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -23866014.000000 Penalty: 6020.130371
	Iteration 40F: 3 clusters Score -2.386601e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -23866008.000000 Penalty: 6020.130371
	Iteration 41Q: 3 clusters Score -2.386601e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 182096 members 
Entering Unmasked Estep 
Score: -23865952.000000 Penalty: 6020.130371
	Iteration 42Q: 3 clusters Score -2.386595e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -23865922.000000 Penalty: 6020.130371
	Iteration 43Q: 3 clusters Score -2.386592e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 182840 members 
Entering Unmasked Estep 
Score: -23865910.000000 Penalty: 6020.130371
	Iteration 44Q: 3 clusters Score -2.386591e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -23865906.000000 Penalty: 6020.130371
	Iteration 45Q: 3 clusters Score -2.386591e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -23865854.000000 Penalty: 6020.130371
	Iteration 46Q: 3 clusters Score -2.386585e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 183546 members 
Entering Unmasked Estep 
Score: -23865900.000000 Penalty: 6020.130371
	Iteration 47Q: 3 clusters Score -2.38659e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 183719 members 
Entering Unmasked Estep 
Score: -23865844.000000 Penalty: 6020.130371
	Iteration 48Q: 3 clusters Score -2.386584e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 183871 members 
Entering Unmasked Estep 
Score: -23865850.000000 Penalty: 6020.130371
	Iteration 49Q: 3 clusters Score -2.386585e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 184003 members 
Entering Unmasked Estep 
Score: -23865808.000000 Penalty: 6020.130371
	Iteration 50Q: 3 clusters Score -2.386581e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 184129 members 
Entering Unmasked Estep 
Score: -23865748.000000 Penalty: 6020.130371
	Iteration 51Q: 3 clusters Score -2.386575e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 184217 members 
Entering Unmasked Estep 
Score: -23865726.000000 Penalty: 6020.130371
	Iteration 52Q: 3 clusters Score -2.386573e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 184300 members 
Entering Unmasked Estep 
Score: -23865726.000000 Penalty: 6020.130371
	Iteration 53Q: 3 clusters Score -2.386573e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 184358 members 
Entering Unmasked Estep 
Score: -23865678.000000 Penalty: 6020.130371
	Iteration 54Q: 3 clusters Score -2.386568e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 184419 members 
Entering Unmasked Estep 
Score: -23865652.000000 Penalty: 6020.130371
	Iteration 55Q: 3 clusters Score -2.386565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 184474 members 
Entering Unmasked Estep 
Score: -23865652.000000 Penalty: 6020.130371
	Iteration 56Q: 3 clusters Score -2.386565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 184517 members 
Entering Unmasked Estep 
Score: -23865616.000000 Penalty: 6020.130371
	Iteration 57Q: 3 clusters Score -2.386562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 184557 members 
Entering Unmasked Estep 
Score: -23865610.000000 Penalty: 6020.130371
	Iteration 58Q: 3 clusters Score -2.386561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 184595 members 
Entering Unmasked Estep 
Score: -23865572.000000 Penalty: 6020.130371
	Iteration 59Q: 3 clusters Score -2.386557e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 184630 members 
Entering Unmasked Estep 
Score: -23865572.000000 Penalty: 6020.130371
	Iteration 60F: 3 clusters Score -2.386557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -23865570.000000 Penalty: 6020.130371
	Iteration 61Q: 3 clusters Score -2.386557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 184674 members 
Entering Unmasked Estep 
Score: -23865570.000000 Penalty: 6020.130371
	Iteration 62Q: 3 clusters Score -2.386557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 184686 members 
Entering Unmasked Estep 
Score: -23865526.000000 Penalty: 6020.130371
	Iteration 63Q: 3 clusters Score -2.386553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 184699 members 
Entering Unmasked Estep 
Score: -23865556.000000 Penalty: 6020.130371
	Iteration 64Q: 3 clusters Score -2.386556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -23865534.000000 Penalty: 6020.130371
	Iteration 65Q: 3 clusters Score -2.386553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 184733 members 
Entering Unmasked Estep 
Score: -23865542.000000 Penalty: 6020.130371
	Iteration 66Q: 3 clusters Score -2.386554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 184742 members 
Entering Unmasked Estep 
Score: -23865508.000000 Penalty: 6020.130371
	Iteration 67Q: 3 clusters Score -2.386551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 184752 members 
Entering Unmasked Estep 
Score: -23865518.000000 Penalty: 6020.130371
	Iteration 68Q: 3 clusters Score -2.386552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -23865514.000000 Penalty: 6020.130371
	Iteration 69Q: 3 clusters Score -2.386551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 184763 members 
Entering Unmasked Estep 
Score: -23865494.000000 Penalty: 6020.130371
	Iteration 70Q: 3 clusters Score -2.386549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 184767 members 
Entering Unmasked Estep 
Score: -23865480.000000 Penalty: 6020.130371
	Iteration 71Q: 3 clusters Score -2.386548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 184774 members 
Entering Unmasked Estep 
Score: -23865472.000000 Penalty: 6020.130371
	Iteration 72Q: 3 clusters Score -2.386547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -23865464.000000 Penalty: 6020.130371
	Iteration 73Q: 3 clusters Score -2.386546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 184779 members 
Entering Unmasked Estep 
Score: -23865468.000000 Penalty: 6020.130371
	Iteration 74Q: 3 clusters Score -2.386547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 184780 members 
Entering Unmasked Estep 
Score: -23865452.000000 Penalty: 6020.130371
	Iteration 75Q: 3 clusters Score -2.386545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -23865448.000000 Penalty: 6020.130371
	Iteration 76Q: 3 clusters Score -2.386545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 184780 members 
Entering Unmasked Estep 
Score: -23865442.000000 Penalty: 6020.130371
	Iteration 77Q: 3 clusters Score -2.386544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 184780 members 
Entering Unmasked Estep 
Score: -23865442.000000 Penalty: 6020.130371
	Iteration 78F: 3 clusters Score -2.386544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (175502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Entering Unmasked Estep 
Score: -22461146.000000 Penalty: 2994.700684
	Iteration 0F: 2 clusters Score -2.246115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -22346856.000000 Penalty: 5989.401367
	Iteration 0F: 3 clusters Score -2.234686e+07 nChanged 83834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -22395054.000000 Penalty: 5989.401367
	Iteration 1F: 3 clusters Score -2.239505e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -22395652.000000 Penalty: 5989.401367
	Iteration 2Q: 3 clusters Score -2.239565e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -22396174.000000 Penalty: 5989.401367
	Iteration 3Q: 3 clusters Score -2.239617e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -22396638.000000 Penalty: 5989.401367
	Iteration 4Q: 3 clusters Score -2.239664e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -22397274.000000 Penalty: 5989.401367
	Iteration 5Q: 3 clusters Score -2.239727e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -22398016.000000 Penalty: 5989.401367
	Iteration 6Q: 3 clusters Score -2.239802e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91385 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -22399048.000000 Penalty: 5989.401367
	Iteration 7Q: 3 clusters Score -2.239905e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -22400318.000000 Penalty: 5989.401367
	Iteration 8Q: 3 clusters Score -2.240032e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -22402252.000000 Penalty: 5989.401367
	Iteration 9Q: 3 clusters Score -2.240225e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -22405354.000000 Penalty: 5989.401367
	Iteration 10Q: 3 clusters Score -2.240535e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -22410198.000000 Penalty: 5989.401367
	Iteration 11Q: 3 clusters Score -2.24102e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -22416936.000000 Penalty: 5989.401367
	Iteration 12F: 3 clusters Score -2.241694e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124010 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -22424920.000000 Penalty: 5989.401367
	Iteration 13F: 3 clusters Score -2.242492e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131277 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -22432558.000000 Penalty: 5989.401367
	Iteration 14F: 3 clusters Score -2.243256e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136999 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -22438304.000000 Penalty: 5989.401367
	Iteration 15Q: 3 clusters Score -2.24383e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141485 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -22442124.000000 Penalty: 5989.401367
	Iteration 16Q: 3 clusters Score -2.244212e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -22444248.000000 Penalty: 5989.401367
	Iteration 17Q: 3 clusters Score -2.244425e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -22446038.000000 Penalty: 5989.401367
	Iteration 18Q: 3 clusters Score -2.244604e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -22447764.000000 Penalty: 5989.401367
	Iteration 19Q: 3 clusters Score -2.244776e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -22449338.000000 Penalty: 5989.401367
	Iteration 20F: 3 clusters Score -2.244934e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -22450888.000000 Penalty: 5989.401367
	Iteration 21Q: 3 clusters Score -2.245089e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160751 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -22452160.000000 Penalty: 5989.401367
	Iteration 22Q: 3 clusters Score -2.245216e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163099 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -22453276.000000 Penalty: 5989.401367
	Iteration 23Q: 3 clusters Score -2.245328e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -22454224.000000 Penalty: 5989.401367
	Iteration 24Q: 3 clusters Score -2.245422e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -22455062.000000 Penalty: 5989.401367
	Iteration 25Q: 3 clusters Score -2.245506e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -22455754.000000 Penalty: 5989.401367
	Iteration 26Q: 3 clusters Score -2.245575e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169643 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -22456346.000000 Penalty: 5989.401367
	Iteration 27Q: 3 clusters Score -2.245635e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170662 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -22456804.000000 Penalty: 5989.401367
	Iteration 28Q: 3 clusters Score -2.24568e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -22457224.000000 Penalty: 5989.401367
	Iteration 29Q: 3 clusters Score -2.245722e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172097 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22457488.000000 Penalty: 5989.401367
	Iteration 30Q: 3 clusters Score -2.245749e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -22457692.000000 Penalty: 5989.401367
	Iteration 31Q: 3 clusters Score -2.245769e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -22457930.000000 Penalty: 5989.401367
	Iteration 32Q: 3 clusters Score -2.245793e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173239 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -22457990.000000 Penalty: 5989.401367
	Iteration 33Q: 3 clusters Score -2.245799e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22458104.000000 Penalty: 5989.401367
	Iteration 34Q: 3 clusters Score -2.24581e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22458168.000000 Penalty: 5989.401367
	Iteration 35Q: 3 clusters Score -2.245817e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -22458232.000000 Penalty: 5989.401367
	Iteration 36Q: 3 clusters Score -2.245823e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173921 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22458284.000000 Penalty: 5989.401367
	Iteration 37Q: 3 clusters Score -2.245828e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22458354.000000 Penalty: 5989.401367
	Iteration 38Q: 3 clusters Score -2.245835e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174103 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22458424.000000 Penalty: 5989.401367
	Iteration 39Q: 3 clusters Score -2.245842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22458462.000000 Penalty: 5989.401367
	Iteration 40F: 3 clusters Score -2.245846e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22458526.000000 Penalty: 5989.401367
	Iteration 41Q: 3 clusters Score -2.245853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -22458560.000000 Penalty: 5989.401367
	Iteration 42Q: 3 clusters Score -2.245856e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22458570.000000 Penalty: 5989.401367
	Iteration 43Q: 3 clusters Score -2.245857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174328 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22458576.000000 Penalty: 5989.401367
	Iteration 44Q: 3 clusters Score -2.245858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174350 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22458580.000000 Penalty: 5989.401367
	Iteration 45Q: 3 clusters Score -2.245858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174366 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22458598.000000 Penalty: 5989.401367
	Iteration 46Q: 3 clusters Score -2.24586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174376 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22458614.000000 Penalty: 5989.401367
	Iteration 47Q: 3 clusters Score -2.245861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174383 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22458614.000000 Penalty: 5989.401367
	Iteration 48Q: 3 clusters Score -2.245861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174389 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22458600.000000 Penalty: 5989.401367
	Iteration 49Q: 3 clusters Score -2.24586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174398 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22458592.000000 Penalty: 5989.401367
	Iteration 50Q: 3 clusters Score -2.245859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22458582.000000 Penalty: 5989.401367
	Iteration 51Q: 3 clusters Score -2.245858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174414 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22458574.000000 Penalty: 5989.401367
	Iteration 52Q: 3 clusters Score -2.245857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174424 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22458596.000000 Penalty: 5989.401367
	Iteration 53Q: 3 clusters Score -2.24586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174436 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22458608.000000 Penalty: 5989.401367
	Iteration 54Q: 3 clusters Score -2.245861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174447 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -22458612.000000 Penalty: 5989.401367
	Iteration 55Q: 3 clusters Score -2.245861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174451 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22458600.000000 Penalty: 5989.401367
	Iteration 56Q: 3 clusters Score -2.24586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174456 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -22458616.000000 Penalty: 5989.401367
	Iteration 57Q: 3 clusters Score -2.245862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -22458622.000000 Penalty: 5989.401367
	Iteration 58Q: 3 clusters Score -2.245862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174467 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22458622.000000 Penalty: 5989.401367
	Iteration 59Q: 3 clusters Score -2.245862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -22458636.000000 Penalty: 5989.401367
	Iteration 60F: 3 clusters Score -2.245864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174480 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22458634.000000 Penalty: 5989.401367
	Iteration 61Q: 3 clusters Score -2.245863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22458644.000000 Penalty: 5989.401367
	Iteration 62Q: 3 clusters Score -2.245864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174489 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22458652.000000 Penalty: 5989.401367
	Iteration 63Q: 3 clusters Score -2.245865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174492 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22458652.000000 Penalty: 5989.401367
	Iteration 64Q: 3 clusters Score -2.245865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -22458664.000000 Penalty: 5989.401367
	Iteration 65Q: 3 clusters Score -2.245866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22458644.000000 Penalty: 5989.401367
	Iteration 66Q: 3 clusters Score -2.245864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174496 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22458654.000000 Penalty: 5989.401367
	Iteration 67Q: 3 clusters Score -2.245865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22458646.000000 Penalty: 5989.401367
	Iteration 68Q: 3 clusters Score -2.245865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174502 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22458654.000000 Penalty: 5989.401367
	Iteration 69Q: 3 clusters Score -2.245865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174506 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22458656.000000 Penalty: 5989.401367
	Iteration 70Q: 3 clusters Score -2.245866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22458654.000000 Penalty: 5989.401367
	Iteration 71Q: 3 clusters Score -2.245865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -22458654.000000 Penalty: 5989.401367
	Iteration 72Q: 3 clusters Score -2.245865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174510 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -22458658.000000 Penalty: 5989.401367
	Iteration 73Q: 3 clusters Score -2.245866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22458656.000000 Penalty: 5989.401367
	Iteration 74Q: 3 clusters Score -2.245866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174514 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22458660.000000 Penalty: 5989.401367
	Iteration 75Q: 3 clusters Score -2.245866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22458662.000000 Penalty: 5989.401367
	Iteration 76Q: 3 clusters Score -2.245866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22458662.000000 Penalty: 5989.401367
	Iteration 77F: 3 clusters Score -2.245866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68908 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50376 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59636 members 
Mstep: Class 9 contains 59107 members 
Mstep: Class 10 contains 58568 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25671 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186719 members 
Mstep: Class 21 contains 175502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278168.000000 Penalty: 67304.742188
Iteration 279Q: 21 clusters Score -9.827817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 50377 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59635 members 
Mstep: Class 9 contains 59112 members 
Mstep: Class 10 contains 58568 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186717 members 
Mstep: Class 21 contains 175498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 67304.742188
Iteration 280F: 21 clusters Score -9.827815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59636 members 
Mstep: Class 9 contains 59118 members 
Mstep: Class 10 contains 58566 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54568 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186715 members 
Mstep: Class 21 contains 175496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278160.000000 Penalty: 67304.742188
Iteration 281Q: 21 clusters Score -9.827816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16285 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59637 members 
Mstep: Class 9 contains 59118 members 
Mstep: Class 10 contains 58569 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54568 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186714 members 
Mstep: Class 21 contains 175498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278192.000000 Penalty: 67304.742188
Iteration 282Q: 21 clusters Score -9.827819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59635 members 
Mstep: Class 9 contains 59122 members 
Mstep: Class 10 contains 58569 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54571 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186704 members 
Mstep: Class 21 contains 175503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278224.000000 Penalty: 67304.742188
Iteration 283Q: 21 clusters Score -9.827822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59634 members 
Mstep: Class 9 contains 59126 members 
Mstep: Class 10 contains 58573 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54571 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186696 members 
Mstep: Class 21 contains 175505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278232.000000 Penalty: 67304.742188
Iteration 284Q: 21 clusters Score -9.827823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59630 members 
Mstep: Class 9 contains 59129 members 
Mstep: Class 10 contains 58579 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54572 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186687 members 
Mstep: Class 21 contains 175502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 67304.742188
Iteration 285Q: 21 clusters Score -9.827828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59623 members 
Mstep: Class 9 contains 59136 members 
Mstep: Class 10 contains 58581 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54571 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186687 members 
Mstep: Class 21 contains 175501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278264.000000 Penalty: 67304.742188
Iteration 286Q: 21 clusters Score -9.827826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 50376 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59620 members 
Mstep: Class 9 contains 59144 members 
Mstep: Class 10 contains 58583 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25673 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186678 members 
Mstep: Class 21 contains 175501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278312.000000 Penalty: 67304.742188
Iteration 287Q: 21 clusters Score -9.827831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68903 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 50377 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 59151 members 
Mstep: Class 10 contains 58583 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25673 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186676 members 
Mstep: Class 21 contains 175505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278312.000000 Penalty: 67304.742188
Iteration 288Q: 21 clusters Score -9.827831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59611 members 
Mstep: Class 9 contains 59154 members 
Mstep: Class 10 contains 58583 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25674 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186669 members 
Mstep: Class 21 contains 175507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278240.000000 Penalty: 67304.742188
Iteration 289Q: 21 clusters Score -9.827824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 50379 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59610 members 
Mstep: Class 9 contains 59156 members 
Mstep: Class 10 contains 58585 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186659 members 
Mstep: Class 21 contains 175505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278208.000000 Penalty: 67304.742188
Iteration 290Q: 21 clusters Score -9.827821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 50382 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59607 members 
Mstep: Class 9 contains 59156 members 
Mstep: Class 10 contains 58588 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25674 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186649 members 
Mstep: Class 21 contains 175513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278296.000000 Penalty: 67304.742188
Iteration 291Q: 21 clusters Score -9.82783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16294 members 
Mstep: Class 5 contains 50385 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 59161 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54575 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25676 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186639 members 
Mstep: Class 21 contains 175513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 67304.742188
Iteration 292Q: 21 clusters Score -9.827822e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16296 members 
Mstep: Class 5 contains 50386 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59605 members 
Mstep: Class 9 contains 59162 members 
Mstep: Class 10 contains 58587 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54575 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25677 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186624 members 
Mstep: Class 21 contains 175525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278192.000000 Penalty: 67304.742188
Iteration 293Q: 21 clusters Score -9.827819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68907 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16296 members 
Mstep: Class 5 contains 50389 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 59164 members 
Mstep: Class 10 contains 58587 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54573 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186619 members 
Mstep: Class 21 contains 175525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278168.000000 Penalty: 67304.742188
Iteration 294Q: 21 clusters Score -9.827817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16296 members 
Mstep: Class 5 contains 50392 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59604 members 
Mstep: Class 9 contains 59169 members 
Mstep: Class 10 contains 58587 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54575 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186623 members 
Mstep: Class 21 contains 175515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278176.000000 Penalty: 67304.742188
Iteration 295Q: 21 clusters Score -9.827818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16294 members 
Mstep: Class 5 contains 50393 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59605 members 
Mstep: Class 9 contains 59174 members 
Mstep: Class 10 contains 58584 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25678 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186626 members 
Mstep: Class 21 contains 175509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 67304.742188
Iteration 296Q: 21 clusters Score -9.82782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68906 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 50393 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59605 members 
Mstep: Class 9 contains 59176 members 
Mstep: Class 10 contains 58586 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54578 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186635 members 
Mstep: Class 21 contains 175496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278192.000000 Penalty: 67304.742188
Iteration 297Q: 21 clusters Score -9.827819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16287 members 
Mstep: Class 5 contains 50393 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 59176 members 
Mstep: Class 10 contains 58588 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54579 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25681 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186634 members 
Mstep: Class 21 contains 175496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278232.000000 Penalty: 67304.742188
Iteration 298Q: 21 clusters Score -9.827823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16289 members 
Mstep: Class 5 contains 50394 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59605 members 
Mstep: Class 9 contains 59176 members 
Mstep: Class 10 contains 58590 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54578 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25682 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186636 members 
Mstep: Class 21 contains 175491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278192.000000 Penalty: 67304.742188
Iteration 299Q: 21 clusters Score -9.827819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68903 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 50394 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59604 members 
Mstep: Class 9 contains 59179 members 
Mstep: Class 10 contains 58590 members 
Mstep: Class 11 contains 3595 members 
Mstep: Class 12 contains 54580 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186639 members 
Mstep: Class 21 contains 175481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 67304.742188
Iteration 300F: 21 clusters Score -9.827812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 50394 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59600 members 
Mstep: Class 9 contains 59181 members 
Mstep: Class 10 contains 58592 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54580 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186643 members 
Mstep: Class 21 contains 175478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278192.000000 Penalty: 67304.742188
Iteration 301Q: 21 clusters Score -9.827819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 50393 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59597 members 
Mstep: Class 9 contains 59186 members 
Mstep: Class 10 contains 58593 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54581 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186651 members 
Mstep: Class 21 contains 175469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 67304.742188
Iteration 302Q: 21 clusters Score -9.827815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68902 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 50394 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59600 members 
Mstep: Class 9 contains 59187 members 
Mstep: Class 10 contains 58595 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54578 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186649 members 
Mstep: Class 21 contains 175463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 67304.742188
Iteration 303Q: 21 clusters Score -9.827814e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 50395 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59602 members 
Mstep: Class 9 contains 59190 members 
Mstep: Class 10 contains 58596 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54575 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186660 members 
Mstep: Class 21 contains 175448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278128.000000 Penalty: 67304.742188
Iteration 304Q: 21 clusters Score -9.827813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16294 members 
Mstep: Class 5 contains 50396 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59600 members 
Mstep: Class 9 contains 59198 members 
Mstep: Class 10 contains 58599 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186663 members 
Mstep: Class 21 contains 175440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 67304.742188
Iteration 305Q: 21 clusters Score -9.82782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68902 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16294 members 
Mstep: Class 5 contains 50396 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59599 members 
Mstep: Class 9 contains 59202 members 
Mstep: Class 10 contains 58603 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186668 members 
Mstep: Class 21 contains 175420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278160.000000 Penalty: 67304.742188
Iteration 306Q: 21 clusters Score -9.827816e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16295 members 
Mstep: Class 5 contains 50400 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59208 members 
Mstep: Class 10 contains 58602 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54581 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186671 members 
Mstep: Class 21 contains 175403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278160.000000 Penalty: 67304.742188
Iteration 307Q: 21 clusters Score -9.827816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68896 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16294 members 
Mstep: Class 5 contains 50401 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59602 members 
Mstep: Class 9 contains 59211 members 
Mstep: Class 10 contains 58604 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54580 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186680 members 
Mstep: Class 21 contains 175393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278088.000000 Penalty: 67304.742188
Iteration 308Q: 21 clusters Score -9.827809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68898 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 50403 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59603 members 
Mstep: Class 9 contains 59217 members 
Mstep: Class 10 contains 58605 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54578 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186678 members 
Mstep: Class 21 contains 175386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278088.000000 Penalty: 67304.742188
Iteration 309Q: 21 clusters Score -9.827809e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 50404 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59608 members 
Mstep: Class 9 contains 59223 members 
Mstep: Class 10 contains 58606 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54574 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186688 members 
Mstep: Class 21 contains 175360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278088.000000 Penalty: 67304.742188
Iteration 310Q: 21 clusters Score -9.827809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68902 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16293 members 
Mstep: Class 5 contains 50405 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59609 members 
Mstep: Class 9 contains 59226 members 
Mstep: Class 10 contains 58610 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54574 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186693 members 
Mstep: Class 21 contains 175345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278128.000000 Penalty: 67304.742188
Iteration 311Q: 21 clusters Score -9.827813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16295 members 
Mstep: Class 5 contains 50410 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 59229 members 
Mstep: Class 10 contains 58616 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54569 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186694 members 
Mstep: Class 21 contains 175327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 312Q: 21 clusters Score -9.827818e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16297 members 
Mstep: Class 5 contains 50416 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 59235 members 
Mstep: Class 10 contains 58618 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54568 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186700 members 
Mstep: Class 21 contains 175306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 313Q: 21 clusters Score -9.827818e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16297 members 
Mstep: Class 5 contains 50418 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59619 members 
Mstep: Class 9 contains 59248 members 
Mstep: Class 10 contains 58619 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54563 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186696 members 
Mstep: Class 21 contains 175295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 67304.742188
Iteration 314Q: 21 clusters Score -9.827814e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68898 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16298 members 
Mstep: Class 5 contains 50420 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 59254 members 
Mstep: Class 10 contains 58620 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54560 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186695 members 
Mstep: Class 21 contains 175296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 67304.742188
Iteration 315Q: 21 clusters Score -9.827822e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16298 members 
Mstep: Class 5 contains 50423 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59618 members 
Mstep: Class 9 contains 59259 members 
Mstep: Class 10 contains 58620 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54554 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186705 members 
Mstep: Class 21 contains 175284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 67304.742188
Iteration 316Q: 21 clusters Score -9.827814e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68899 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16298 members 
Mstep: Class 5 contains 50424 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 59263 members 
Mstep: Class 10 contains 58622 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54556 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186707 members 
Mstep: Class 21 contains 175271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278152.000000 Penalty: 67304.742188
Iteration 317Q: 21 clusters Score -9.827815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68902 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 50426 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59616 members 
Mstep: Class 9 contains 59267 members 
Mstep: Class 10 contains 58620 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54550 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186703 members 
Mstep: Class 21 contains 175269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278048.000000 Penalty: 67304.742188
Iteration 318Q: 21 clusters Score -9.827805e+07 nChanged 58
Entering ConstructFrom: 
Score: -98278048.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -899841.750000 Penalty: 2206.929932
	Iteration 0F: 2 clusters Score -899841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -893798.750000 Penalty: 4413.859863
	Iteration 0F: 3 clusters Score -893798.8 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -895555.687500 Penalty: 4413.859863
	Iteration 1F: 3 clusters Score -895555.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -896118.187500 Penalty: 4413.859863
	Iteration 2F: 3 clusters Score -896118.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -896764.375000 Penalty: 4413.859863
	Iteration 3F: 3 clusters Score -896764.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -897365.250000 Penalty: 4413.859863
	Iteration 4F: 3 clusters Score -897365.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -897851.500000 Penalty: 4413.859863
	Iteration 5F: 3 clusters Score -897851.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -898208.187500 Penalty: 4413.859863
	Iteration 6F: 3 clusters Score -898208.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -898452.937500 Penalty: 4413.859863
	Iteration 7Q: 3 clusters Score -898452.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -898619.187500 Penalty: 4413.859863
	Iteration 8Q: 3 clusters Score -898619.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -898715.562500 Penalty: 4413.859863
	Iteration 9Q: 3 clusters Score -898715.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -898760.250000 Penalty: 4413.859863
	Iteration 10Q: 3 clusters Score -898760.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -898795.250000 Penalty: 4413.859863
	Iteration 11Q: 3 clusters Score -898795.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -898818.250000 Penalty: 4413.859863
	Iteration 12Q: 3 clusters Score -898818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -898830.875000 Penalty: 4413.859863
	Iteration 13Q: 3 clusters Score -898830.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -898841.125000 Penalty: 4413.859863
	Iteration 14Q: 3 clusters Score -898841.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -898849.125000 Penalty: 4413.859863
	Iteration 15Q: 3 clusters Score -898849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -898851.375000 Penalty: 4413.859863
	Iteration 16Q: 3 clusters Score -898851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -898850.562500 Penalty: 4413.859863
	Iteration 17Q: 3 clusters Score -898850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -898851.750000 Penalty: 4413.859863
	Iteration 18Q: 3 clusters Score -898851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -898851.687500 Penalty: 4413.859863
	Iteration 19Q: 3 clusters Score -898851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -898853.312500 Penalty: 4413.859863
	Iteration 20F: 3 clusters Score -898853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -898855.875000 Penalty: 4413.859863
	Iteration 21Q: 3 clusters Score -898855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -898855.187500 Penalty: 4413.859863
	Iteration 22Q: 3 clusters Score -898855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -898856.375000 Penalty: 4413.859863
	Iteration 23Q: 3 clusters Score -898856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -898856.375000 Penalty: 4413.859863
	Iteration 24F: 3 clusters Score -898856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Entering Unmasked Estep 
Score: -8621147.000000 Penalty: 2762.833008
	Iteration 0F: 2 clusters Score -8621147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -8574885.000000 Penalty: 5525.666016
	Iteration 0F: 3 clusters Score -8574885 nChanged 32216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -8592956.000000 Penalty: 5525.666016
	Iteration 1F: 3 clusters Score -8592956 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -8593463.000000 Penalty: 5525.666016
	Iteration 2Q: 3 clusters Score -8593463 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -8593982.000000 Penalty: 5525.666016
	Iteration 3Q: 3 clusters Score -8593982 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -8594575.000000 Penalty: 5525.666016
	Iteration 4Q: 3 clusters Score -8594575 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -8595242.000000 Penalty: 5525.666016
	Iteration 5Q: 3 clusters Score -8595242 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -8596300.000000 Penalty: 5525.666016
	Iteration 6Q: 3 clusters Score -8596300 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -8597910.000000 Penalty: 5525.666016
	Iteration 7Q: 3 clusters Score -8597910 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -8600338.000000 Penalty: 5525.666016
	Iteration 8F: 3 clusters Score -8600338 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -8603939.000000 Penalty: 5525.666016
	Iteration 9F: 3 clusters Score -8603939 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -8608234.000000 Penalty: 5525.666016
	Iteration 10F: 3 clusters Score -8608234 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -8612612.000000 Penalty: 5525.666016
	Iteration 11F: 3 clusters Score -8612612 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8615959.000000 Penalty: 5525.666016
	Iteration 12Q: 3 clusters Score -8615959 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8617701.000000 Penalty: 5525.666016
	Iteration 13Q: 3 clusters Score -8617701 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8618280.000000 Penalty: 5525.666016
	Iteration 14Q: 3 clusters Score -8618280 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8618533.000000 Penalty: 5525.666016
	Iteration 15Q: 3 clusters Score -8618533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8618640.000000 Penalty: 5525.666016
	Iteration 16Q: 3 clusters Score -8618640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8618692.000000 Penalty: 5525.666016
	Iteration 17Q: 3 clusters Score -8618692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8618734.000000 Penalty: 5525.666016
	Iteration 18Q: 3 clusters Score -8618734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8618755.000000 Penalty: 5525.666016
	Iteration 19Q: 3 clusters Score -8618755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8618766.000000 Penalty: 5525.666016
	Iteration 20F: 3 clusters Score -8618766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8618769.000000 Penalty: 5525.666016
	Iteration 21Q: 3 clusters Score -8618769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8618764.000000 Penalty: 5525.666016
	Iteration 22Q: 3 clusters Score -8618764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8618765.000000 Penalty: 5525.666016
	Iteration 23Q: 3 clusters Score -8618765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8618765.000000 Penalty: 5525.666016
	Iteration 24Q: 3 clusters Score -8618765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8618770.000000 Penalty: 5525.666016
	Iteration 25Q: 3 clusters Score -8618770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8618772.000000 Penalty: 5525.666016
	Iteration 26Q: 3 clusters Score -8618772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8618776.000000 Penalty: 5525.666016
	Iteration 27Q: 3 clusters Score -8618776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8618777.000000 Penalty: 5525.666016
	Iteration 28Q: 3 clusters Score -8618777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8618776.000000 Penalty: 5525.666016
	Iteration 29Q: 3 clusters Score -8618776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8618779.000000 Penalty: 5525.666016
	Iteration 30Q: 3 clusters Score -8618779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8618779.000000 Penalty: 5525.666016
	Iteration 31F: 3 clusters Score -8618779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -37602.609375 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -37602.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36252.429688 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -36252.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36538.226562 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -36538.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36641.437500 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -36641.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36720.792969 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -36720.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36760.226562 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -36760.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36818.480469 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36818.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36912.429688 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36912.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36988.839844 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36988.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37004.972656 Penalty: 2943.707520
	Iteration 8Q: 3 clusters Score -37004.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37009.320312 Penalty: 2943.707520
	Iteration 9Q: 3 clusters Score -37009.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37010.953125 Penalty: 2943.707520
	Iteration 10Q: 3 clusters Score -37010.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37010.953125 Penalty: 2943.707520
	Iteration 11F: 3 clusters Score -37010.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Entering Unmasked Estep 
Score: -2120510.250000 Penalty: 2405.423584
	Iteration 0F: 2 clusters Score -2120510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2108857.000000 Penalty: 4810.847168
	Iteration 0F: 3 clusters Score -2108857 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2112449.500000 Penalty: 4810.847168
	Iteration 1F: 3 clusters Score -2112450 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2112762.750000 Penalty: 4810.847168
	Iteration 2F: 3 clusters Score -2112763 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2113012.750000 Penalty: 4810.847168
	Iteration 3Q: 3 clusters Score -2113013 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2113227.000000 Penalty: 4810.847168
	Iteration 4Q: 3 clusters Score -2113227 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2113449.750000 Penalty: 4810.847168
	Iteration 5Q: 3 clusters Score -2113450 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2113699.250000 Penalty: 4810.847168
	Iteration 6Q: 3 clusters Score -2113699 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2113970.000000 Penalty: 4810.847168
	Iteration 7Q: 3 clusters Score -2113970 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2114313.750000 Penalty: 4810.847168
	Iteration 8Q: 3 clusters Score -2114314 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2114752.750000 Penalty: 4810.847168
	Iteration 9Q: 3 clusters Score -2114753 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2115353.750000 Penalty: 4810.847168
	Iteration 10F: 3 clusters Score -2115354 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2116160.250000 Penalty: 4810.847168
	Iteration 11F: 3 clusters Score -2116160 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2116930.500000 Penalty: 4810.847168
	Iteration 12F: 3 clusters Score -2116930 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2117437.750000 Penalty: 4810.847168
	Iteration 13Q: 3 clusters Score -2117438 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2117732.750000 Penalty: 4810.847168
	Iteration 14Q: 3 clusters Score -2117733 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2117847.500000 Penalty: 4810.847168
	Iteration 15Q: 3 clusters Score -2117848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2117918.750000 Penalty: 4810.847168
	Iteration 16Q: 3 clusters Score -2117919 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2117984.750000 Penalty: 4810.847168
	Iteration 17Q: 3 clusters Score -2117985 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2118035.250000 Penalty: 4810.847168
	Iteration 18Q: 3 clusters Score -2118035 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2118064.250000 Penalty: 4810.847168
	Iteration 19Q: 3 clusters Score -2118064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2118086.500000 Penalty: 4810.847168
	Iteration 20F: 3 clusters Score -2118086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2118108.750000 Penalty: 4810.847168
	Iteration 21Q: 3 clusters Score -2118109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2118126.000000 Penalty: 4810.847168
	Iteration 22Q: 3 clusters Score -2118126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2118138.000000 Penalty: 4810.847168
	Iteration 23Q: 3 clusters Score -2118138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2118143.000000 Penalty: 4810.847168
	Iteration 24Q: 3 clusters Score -2118143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2118151.250000 Penalty: 4810.847168
	Iteration 25Q: 3 clusters Score -2118151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2118163.250000 Penalty: 4810.847168
	Iteration 26Q: 3 clusters Score -2118163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2118179.500000 Penalty: 4810.847168
	Iteration 27Q: 3 clusters Score -2118180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2118184.750000 Penalty: 4810.847168
	Iteration 28Q: 3 clusters Score -2118185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2118187.500000 Penalty: 4810.847168
	Iteration 29Q: 3 clusters Score -2118188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2118195.500000 Penalty: 4810.847168
	Iteration 30Q: 3 clusters Score -2118196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2118201.250000 Penalty: 4810.847168
	Iteration 31Q: 3 clusters Score -2118201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2118212.000000 Penalty: 4810.847168
	Iteration 32Q: 3 clusters Score -2118212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2118212.250000 Penalty: 4810.847168
	Iteration 33Q: 3 clusters Score -2118212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2118224.750000 Penalty: 4810.847168
	Iteration 34Q: 3 clusters Score -2118225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2118225.750000 Penalty: 4810.847168
	Iteration 35Q: 3 clusters Score -2118226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2118239.250000 Penalty: 4810.847168
	Iteration 36Q: 3 clusters Score -2118239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2118250.750000 Penalty: 4810.847168
	Iteration 37Q: 3 clusters Score -2118251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2118257.250000 Penalty: 4810.847168
	Iteration 38Q: 3 clusters Score -2118257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2118260.750000 Penalty: 4810.847168
	Iteration 39Q: 3 clusters Score -2118261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2118260.750000 Penalty: 4810.847168
	Iteration 40F: 3 clusters Score -2118261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2118272.750000 Penalty: 4810.847168
	Iteration 41Q: 3 clusters Score -2118273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2118275.500000 Penalty: 4810.847168
	Iteration 42Q: 3 clusters Score -2118276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2118281.500000 Penalty: 4810.847168
	Iteration 43Q: 3 clusters Score -2118282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2118289.250000 Penalty: 4810.847168
	Iteration 44Q: 3 clusters Score -2118289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2118297.000000 Penalty: 4810.847168
	Iteration 45Q: 3 clusters Score -2118297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2118302.750000 Penalty: 4810.847168
	Iteration 46Q: 3 clusters Score -2118303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2118305.500000 Penalty: 4810.847168
	Iteration 47Q: 3 clusters Score -2118306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2118307.250000 Penalty: 4810.847168
	Iteration 48Q: 3 clusters Score -2118307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2118314.500000 Penalty: 4810.847168
	Iteration 49Q: 3 clusters Score -2118314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2118316.750000 Penalty: 4810.847168
	Iteration 50Q: 3 clusters Score -2118317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2118322.500000 Penalty: 4810.847168
	Iteration 51Q: 3 clusters Score -2118322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2118324.000000 Penalty: 4810.847168
	Iteration 52Q: 3 clusters Score -2118324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2118330.000000 Penalty: 4810.847168
	Iteration 53Q: 3 clusters Score -2118330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2118328.250000 Penalty: 4810.847168
	Iteration 54Q: 3 clusters Score -2118328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2118331.500000 Penalty: 4810.847168
	Iteration 55Q: 3 clusters Score -2118332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2118331.750000 Penalty: 4810.847168
	Iteration 56Q: 3 clusters Score -2118332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2118333.000000 Penalty: 4810.847168
	Iteration 57Q: 3 clusters Score -2118333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2118334.250000 Penalty: 4810.847168
	Iteration 58Q: 3 clusters Score -2118334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2118336.500000 Penalty: 4810.847168
	Iteration 59Q: 3 clusters Score -2118336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2118334.500000 Penalty: 4810.847168
	Iteration 60F: 3 clusters Score -2118334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2118340.750000 Penalty: 4810.847168
	Iteration 61Q: 3 clusters Score -2118341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2118339.500000 Penalty: 4810.847168
	Iteration 62Q: 3 clusters Score -2118340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2118342.750000 Penalty: 4810.847168
	Iteration 63Q: 3 clusters Score -2118343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2118352.500000 Penalty: 4810.847168
	Iteration 64Q: 3 clusters Score -2118352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2118352.000000 Penalty: 4810.847168
	Iteration 65Q: 3 clusters Score -2118352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2118359.500000 Penalty: 4810.847168
	Iteration 66Q: 3 clusters Score -2118360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2118366.750000 Penalty: 4810.847168
	Iteration 67Q: 3 clusters Score -2118367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2118365.000000 Penalty: 4810.847168
	Iteration 68Q: 3 clusters Score -2118365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2118366.000000 Penalty: 4810.847168
	Iteration 69Q: 3 clusters Score -2118366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2118371.000000 Penalty: 4810.847168
	Iteration 70Q: 3 clusters Score -2118371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2118369.500000 Penalty: 4810.847168
	Iteration 71Q: 3 clusters Score -2118370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2118376.750000 Penalty: 4810.847168
	Iteration 72Q: 3 clusters Score -2118377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2118390.000000 Penalty: 4810.847168
	Iteration 73Q: 3 clusters Score -2118390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2118394.250000 Penalty: 4810.847168
	Iteration 74Q: 3 clusters Score -2118394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2118402.250000 Penalty: 4810.847168
	Iteration 75Q: 3 clusters Score -2118402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2118410.500000 Penalty: 4810.847168
	Iteration 76Q: 3 clusters Score -2118410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2118412.500000 Penalty: 4810.847168
	Iteration 77Q: 3 clusters Score -2118412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2118422.000000 Penalty: 4810.847168
	Iteration 78Q: 3 clusters Score -2118422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2118426.500000 Penalty: 4810.847168
	Iteration 79Q: 3 clusters Score -2118426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2118428.500000 Penalty: 4810.847168
	Iteration 80F: 3 clusters Score -2118428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2118433.000000 Penalty: 4810.847168
	Iteration 81Q: 3 clusters Score -2118433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2118433.250000 Penalty: 4810.847168
	Iteration 82Q: 3 clusters Score -2118433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2118434.250000 Penalty: 4810.847168
	Iteration 83Q: 3 clusters Score -2118434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2118434.500000 Penalty: 4810.847168
	Iteration 84Q: 3 clusters Score -2118434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2118433.500000 Penalty: 4810.847168
	Iteration 85Q: 3 clusters Score -2118434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2118433.500000 Penalty: 4810.847168
	Iteration 86F: 3 clusters Score -2118434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Entering Unmasked Estep 
Score: -6523894.000000 Penalty: 2685.409180
	Iteration 0F: 2 clusters Score -6523894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -6489965.000000 Penalty: 5370.818359
	Iteration 0F: 3 clusters Score -6489965 nChanged 23304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6503154.500000 Penalty: 5370.818359
	Iteration 1F: 3 clusters Score -6503154 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -6503926.000000 Penalty: 5370.818359
	Iteration 2Q: 3 clusters Score -6503926 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6504670.000000 Penalty: 5370.818359
	Iteration 3Q: 3 clusters Score -6504670 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -6505471.000000 Penalty: 5370.818359
	Iteration 4Q: 3 clusters Score -6505471 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -6506446.500000 Penalty: 5370.818359
	Iteration 5Q: 3 clusters Score -6506446 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6507568.500000 Penalty: 5370.818359
	Iteration 6Q: 3 clusters Score -6507568 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6508940.000000 Penalty: 5370.818359
	Iteration 7Q: 3 clusters Score -6508940 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6510600.500000 Penalty: 5370.818359
	Iteration 8F: 3 clusters Score -6510600 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6512509.000000 Penalty: 5370.818359
	Iteration 9F: 3 clusters Score -6512509 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6514225.000000 Penalty: 5370.818359
	Iteration 10F: 3 clusters Score -6514225 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6515308.500000 Penalty: 5370.818359
	Iteration 11Q: 3 clusters Score -6515308 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -6515766.500000 Penalty: 5370.818359
	Iteration 12Q: 3 clusters Score -6515766 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -6516048.000000 Penalty: 5370.818359
	Iteration 13Q: 3 clusters Score -6516048 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6516180.500000 Penalty: 5370.818359
	Iteration 14Q: 3 clusters Score -6516180 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -6516300.500000 Penalty: 5370.818359
	Iteration 15Q: 3 clusters Score -6516300 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6516396.000000 Penalty: 5370.818359
	Iteration 16Q: 3 clusters Score -6516396 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -6516464.000000 Penalty: 5370.818359
	Iteration 17Q: 3 clusters Score -6516464 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6516526.000000 Penalty: 5370.818359
	Iteration 18Q: 3 clusters Score -6516526 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -6516573.500000 Penalty: 5370.818359
	Iteration 19Q: 3 clusters Score -6516574 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -6516638.000000 Penalty: 5370.818359
	Iteration 20F: 3 clusters Score -6516638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -6516676.000000 Penalty: 5370.818359
	Iteration 21Q: 3 clusters Score -6516676 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6516690.500000 Penalty: 5370.818359
	Iteration 22Q: 3 clusters Score -6516690 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -6516744.500000 Penalty: 5370.818359
	Iteration 23Q: 3 clusters Score -6516744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -6516750.000000 Penalty: 5370.818359
	Iteration 24Q: 3 clusters Score -6516750 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -6516802.000000 Penalty: 5370.818359
	Iteration 25Q: 3 clusters Score -6516802 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -6516849.500000 Penalty: 5370.818359
	Iteration 26Q: 3 clusters Score -6516850 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -6516875.500000 Penalty: 5370.818359
	Iteration 27Q: 3 clusters Score -6516876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6516890.500000 Penalty: 5370.818359
	Iteration 28Q: 3 clusters Score -6516890 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -6516912.500000 Penalty: 5370.818359
	Iteration 29Q: 3 clusters Score -6516912 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -6516950.500000 Penalty: 5370.818359
	Iteration 30Q: 3 clusters Score -6516950 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -6516973.000000 Penalty: 5370.818359
	Iteration 31Q: 3 clusters Score -6516973 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -6517003.500000 Penalty: 5370.818359
	Iteration 32Q: 3 clusters Score -6517004 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6517052.000000 Penalty: 5370.818359
	Iteration 33Q: 3 clusters Score -6517052 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -6517090.000000 Penalty: 5370.818359
	Iteration 34Q: 3 clusters Score -6517090 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -6517140.500000 Penalty: 5370.818359
	Iteration 35Q: 3 clusters Score -6517140 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6517189.000000 Penalty: 5370.818359
	Iteration 36Q: 3 clusters Score -6517189 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -6517255.000000 Penalty: 5370.818359
	Iteration 37Q: 3 clusters Score -6517255 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -6517330.500000 Penalty: 5370.818359
	Iteration 38Q: 3 clusters Score -6517330 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -6517389.000000 Penalty: 5370.818359
	Iteration 39Q: 3 clusters Score -6517389 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -6517486.000000 Penalty: 5370.818359
	Iteration 40F: 3 clusters Score -6517486 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -6517560.500000 Penalty: 5370.818359
	Iteration 41Q: 3 clusters Score -6517560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -6517659.500000 Penalty: 5370.818359
	Iteration 42Q: 3 clusters Score -6517660 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -6517733.500000 Penalty: 5370.818359
	Iteration 43Q: 3 clusters Score -6517734 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -6517784.500000 Penalty: 5370.818359
	Iteration 44Q: 3 clusters Score -6517784 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -6517851.500000 Penalty: 5370.818359
	Iteration 45Q: 3 clusters Score -6517852 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -6517959.000000 Penalty: 5370.818359
	Iteration 46Q: 3 clusters Score -6517959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -6518069.500000 Penalty: 5370.818359
	Iteration 47Q: 3 clusters Score -6518070 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -6518183.500000 Penalty: 5370.818359
	Iteration 48Q: 3 clusters Score -6518184 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6518246.500000 Penalty: 5370.818359
	Iteration 49Q: 3 clusters Score -6518246 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -6518355.000000 Penalty: 5370.818359
	Iteration 50Q: 3 clusters Score -6518355 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -6518479.000000 Penalty: 5370.818359
	Iteration 51Q: 3 clusters Score -6518479 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -6518613.500000 Penalty: 5370.818359
	Iteration 52Q: 3 clusters Score -6518614 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6518715.500000 Penalty: 5370.818359
	Iteration 53Q: 3 clusters Score -6518716 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6518840.000000 Penalty: 5370.818359
	Iteration 54Q: 3 clusters Score -6518840 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -6518978.000000 Penalty: 5370.818359
	Iteration 55Q: 3 clusters Score -6518978 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -6519136.500000 Penalty: 5370.818359
	Iteration 56Q: 3 clusters Score -6519136 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6519255.000000 Penalty: 5370.818359
	Iteration 57Q: 3 clusters Score -6519255 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -6519432.500000 Penalty: 5370.818359
	Iteration 58Q: 3 clusters Score -6519432 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6519587.000000 Penalty: 5370.818359
	Iteration 59Q: 3 clusters Score -6519587 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -6519792.000000 Penalty: 5370.818359
	Iteration 60F: 3 clusters Score -6519792 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -6519953.500000 Penalty: 5370.818359
	Iteration 61Q: 3 clusters Score -6519954 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -6520087.500000 Penalty: 5370.818359
	Iteration 62Q: 3 clusters Score -6520088 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -6520240.000000 Penalty: 5370.818359
	Iteration 63Q: 3 clusters Score -6520240 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6520407.500000 Penalty: 5370.818359
	Iteration 64Q: 3 clusters Score -6520408 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6520538.500000 Penalty: 5370.818359
	Iteration 65Q: 3 clusters Score -6520538 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -6520690.000000 Penalty: 5370.818359
	Iteration 66Q: 3 clusters Score -6520690 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -6520814.000000 Penalty: 5370.818359
	Iteration 67Q: 3 clusters Score -6520814 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6520904.500000 Penalty: 5370.818359
	Iteration 68Q: 3 clusters Score -6520904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -6520990.000000 Penalty: 5370.818359
	Iteration 69Q: 3 clusters Score -6520990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6521081.000000 Penalty: 5370.818359
	Iteration 70Q: 3 clusters Score -6521081 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6521166.000000 Penalty: 5370.818359
	Iteration 71Q: 3 clusters Score -6521166 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6521220.000000 Penalty: 5370.818359
	Iteration 72Q: 3 clusters Score -6521220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6521246.500000 Penalty: 5370.818359
	Iteration 73Q: 3 clusters Score -6521246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6521283.500000 Penalty: 5370.818359
	Iteration 74Q: 3 clusters Score -6521284 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6521313.000000 Penalty: 5370.818359
	Iteration 75Q: 3 clusters Score -6521313 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6521368.500000 Penalty: 5370.818359
	Iteration 76Q: 3 clusters Score -6521368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6521420.500000 Penalty: 5370.818359
	Iteration 77Q: 3 clusters Score -6521420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6521453.500000 Penalty: 5370.818359
	Iteration 78Q: 3 clusters Score -6521454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6521471.500000 Penalty: 5370.818359
	Iteration 79Q: 3 clusters Score -6521472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6521506.000000 Penalty: 5370.818359
	Iteration 80F: 3 clusters Score -6521506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6521530.000000 Penalty: 5370.818359
	Iteration 81Q: 3 clusters Score -6521530 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6521561.000000 Penalty: 5370.818359
	Iteration 82Q: 3 clusters Score -6521561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6521578.000000 Penalty: 5370.818359
	Iteration 83Q: 3 clusters Score -6521578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6521589.000000 Penalty: 5370.818359
	Iteration 84Q: 3 clusters Score -6521589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6521594.500000 Penalty: 5370.818359
	Iteration 85Q: 3 clusters Score -6521594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6521614.000000 Penalty: 5370.818359
	Iteration 86Q: 3 clusters Score -6521614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6521621.500000 Penalty: 5370.818359
	Iteration 87Q: 3 clusters Score -6521622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6521633.500000 Penalty: 5370.818359
	Iteration 88Q: 3 clusters Score -6521634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6521641.000000 Penalty: 5370.818359
	Iteration 89Q: 3 clusters Score -6521641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6521648.500000 Penalty: 5370.818359
	Iteration 90Q: 3 clusters Score -6521648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6521653.000000 Penalty: 5370.818359
	Iteration 91Q: 3 clusters Score -6521653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6521660.500000 Penalty: 5370.818359
	Iteration 92Q: 3 clusters Score -6521660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6521676.500000 Penalty: 5370.818359
	Iteration 93Q: 3 clusters Score -6521676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6521686.500000 Penalty: 5370.818359
	Iteration 94Q: 3 clusters Score -6521686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6521692.000000 Penalty: 5370.818359
	Iteration 95Q: 3 clusters Score -6521692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6521702.000000 Penalty: 5370.818359
	Iteration 96Q: 3 clusters Score -6521702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6521702.500000 Penalty: 5370.818359
	Iteration 97Q: 3 clusters Score -6521702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6521709.000000 Penalty: 5370.818359
	Iteration 98Q: 3 clusters Score -6521709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6521708.000000 Penalty: 5370.818359
	Iteration 99Q: 3 clusters Score -6521708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6521710.500000 Penalty: 5370.818359
	Iteration 100F: 3 clusters Score -6521710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6521713.000000 Penalty: 5370.818359
	Iteration 101Q: 3 clusters Score -6521713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6521708.500000 Penalty: 5370.818359
	Iteration 102Q: 3 clusters Score -6521708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6521710.000000 Penalty: 5370.818359
	Iteration 103Q: 3 clusters Score -6521710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6521717.000000 Penalty: 5370.818359
	Iteration 104Q: 3 clusters Score -6521717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6521717.500000 Penalty: 5370.818359
	Iteration 105Q: 3 clusters Score -6521718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6521714.500000 Penalty: 5370.818359
	Iteration 106Q: 3 clusters Score -6521714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6521717.000000 Penalty: 5370.818359
	Iteration 107Q: 3 clusters Score -6521717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6521712.000000 Penalty: 5370.818359
	Iteration 108Q: 3 clusters Score -6521712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6521713.500000 Penalty: 5370.818359
	Iteration 109Q: 3 clusters Score -6521714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6521715.500000 Penalty: 5370.818359
	Iteration 110Q: 3 clusters Score -6521716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6521716.000000 Penalty: 5370.818359
	Iteration 111Q: 3 clusters Score -6521716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6521728.500000 Penalty: 5370.818359
	Iteration 112Q: 3 clusters Score -6521728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6521733.000000 Penalty: 5370.818359
	Iteration 113Q: 3 clusters Score -6521733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6521726.500000 Penalty: 5370.818359
	Iteration 114Q: 3 clusters Score -6521726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6521731.500000 Penalty: 5370.818359
	Iteration 115Q: 3 clusters Score -6521732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6521740.500000 Penalty: 5370.818359
	Iteration 116Q: 3 clusters Score -6521740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6521739.000000 Penalty: 5370.818359
	Iteration 117Q: 3 clusters Score -6521739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6521734.000000 Penalty: 5370.818359
	Iteration 118Q: 3 clusters Score -6521734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6521739.000000 Penalty: 5370.818359
	Iteration 119Q: 3 clusters Score -6521739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6521736.000000 Penalty: 5370.818359
	Iteration 120F: 3 clusters Score -6521736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6521748.000000 Penalty: 5370.818359
	Iteration 121Q: 3 clusters Score -6521748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6521748.500000 Penalty: 5370.818359
	Iteration 122Q: 3 clusters Score -6521748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6521742.000000 Penalty: 5370.818359
	Iteration 123Q: 3 clusters Score -6521742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6521747.500000 Penalty: 5370.818359
	Iteration 124Q: 3 clusters Score -6521748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6521760.500000 Penalty: 5370.818359
	Iteration 125Q: 3 clusters Score -6521760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6521756.000000 Penalty: 5370.818359
	Iteration 126Q: 3 clusters Score -6521756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6521757.000000 Penalty: 5370.818359
	Iteration 127Q: 3 clusters Score -6521757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6521755.000000 Penalty: 5370.818359
	Iteration 128Q: 3 clusters Score -6521755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6521762.500000 Penalty: 5370.818359
	Iteration 129Q: 3 clusters Score -6521762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6521769.000000 Penalty: 5370.818359
	Iteration 130Q: 3 clusters Score -6521769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6521771.000000 Penalty: 5370.818359
	Iteration 131Q: 3 clusters Score -6521771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6521774.500000 Penalty: 5370.818359
	Iteration 132Q: 3 clusters Score -6521774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6521776.000000 Penalty: 5370.818359
	Iteration 133Q: 3 clusters Score -6521776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6521784.500000 Penalty: 5370.818359
	Iteration 134Q: 3 clusters Score -6521784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6521778.500000 Penalty: 5370.818359
	Iteration 135Q: 3 clusters Score -6521778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6521786.000000 Penalty: 5370.818359
	Iteration 136Q: 3 clusters Score -6521786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6521790.500000 Penalty: 5370.818359
	Iteration 137Q: 3 clusters Score -6521790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6521786.500000 Penalty: 5370.818359
	Iteration 138Q: 3 clusters Score -6521786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6521787.000000 Penalty: 5370.818359
	Iteration 139Q: 3 clusters Score -6521787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6521787.000000 Penalty: 5370.818359
	Iteration 140F: 3 clusters Score -6521787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -59510.968750 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -59510.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57978.714844 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -57978.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58148.617188 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -58148.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58215.703125 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -58215.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58244.355469 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -58244.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58254.613281 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -58254.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58260.105469 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -58260.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58260.105469 Penalty: 3078.461670
	Iteration 6F: 3 clusters Score -58260.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -112377.585938 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -112377.6 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 516 members 
Entering Unmasked Estep 
Score: -110456.195312 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -110456.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110929.257812 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -110929.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111118.617188 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -111118.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111221.789062 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -111221.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111375.203125 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -111375.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111588.554688 Penalty: 3444.745361
	Iteration 5F: 3 clusters Score -111588.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111827.218750 Penalty: 3444.745361
	Iteration 6F: 3 clusters Score -111827.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111982.820312 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -111982.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112135.828125 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -112135.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112231.765625 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -112231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112249.554688 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -112249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112261.242188 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -112261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -112266.632812 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -112266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112271.718750 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -112271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112273.718750 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -112273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -112273.718750 Penalty: 3444.745361
	Iteration 15F: 3 clusters Score -112273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Entering Unmasked Estep 
Score: -7689238.500000 Penalty: 2726.920166
	Iteration 0F: 2 clusters Score -7689238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -7649243.000000 Penalty: 5453.840332
	Iteration 0F: 3 clusters Score -7649243 nChanged 27765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7665011.500000 Penalty: 5453.840332
	Iteration 1F: 3 clusters Score -7665012 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -7665795.500000 Penalty: 5453.840332
	Iteration 2Q: 3 clusters Score -7665796 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -7666622.500000 Penalty: 5453.840332
	Iteration 3Q: 3 clusters Score -7666622 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -7667668.000000 Penalty: 5453.840332
	Iteration 4Q: 3 clusters Score -7667668 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -7668800.500000 Penalty: 5453.840332
	Iteration 5Q: 3 clusters Score -7668800 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -7670291.000000 Penalty: 5453.840332
	Iteration 6Q: 3 clusters Score -7670291 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -7671975.000000 Penalty: 5453.840332
	Iteration 7F: 3 clusters Score -7671975 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -7673981.000000 Penalty: 5453.840332
	Iteration 8F: 3 clusters Score -7673981 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -7676145.500000 Penalty: 5453.840332
	Iteration 9F: 3 clusters Score -7676146 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -7677941.500000 Penalty: 5453.840332
	Iteration 10F: 3 clusters Score -7677942 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -7679091.000000 Penalty: 5453.840332
	Iteration 11Q: 3 clusters Score -7679091 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7679843.500000 Penalty: 5453.840332
	Iteration 12Q: 3 clusters Score -7679844 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -7680495.500000 Penalty: 5453.840332
	Iteration 13Q: 3 clusters Score -7680496 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -7681086.000000 Penalty: 5453.840332
	Iteration 14Q: 3 clusters Score -7681086 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -7681771.000000 Penalty: 5453.840332
	Iteration 15Q: 3 clusters Score -7681771 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -7682316.500000 Penalty: 5453.840332
	Iteration 16Q: 3 clusters Score -7682316 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -7682761.500000 Penalty: 5453.840332
	Iteration 17Q: 3 clusters Score -7682762 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -7683150.000000 Penalty: 5453.840332
	Iteration 18Q: 3 clusters Score -7683150 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -7683421.000000 Penalty: 5453.840332
	Iteration 19Q: 3 clusters Score -7683421 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -7683605.500000 Penalty: 5453.840332
	Iteration 20F: 3 clusters Score -7683606 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -7683761.000000 Penalty: 5453.840332
	Iteration 21Q: 3 clusters Score -7683761 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -7683872.500000 Penalty: 5453.840332
	Iteration 22Q: 3 clusters Score -7683872 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -7683989.500000 Penalty: 5453.840332
	Iteration 23Q: 3 clusters Score -7683990 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -7684120.500000 Penalty: 5453.840332
	Iteration 24Q: 3 clusters Score -7684120 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -7684239.500000 Penalty: 5453.840332
	Iteration 25Q: 3 clusters Score -7684240 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -7684399.000000 Penalty: 5453.840332
	Iteration 26Q: 3 clusters Score -7684399 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -7684531.000000 Penalty: 5453.840332
	Iteration 27Q: 3 clusters Score -7684531 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -7684637.000000 Penalty: 5453.840332
	Iteration 28Q: 3 clusters Score -7684637 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7684799.000000 Penalty: 5453.840332
	Iteration 29Q: 3 clusters Score -7684799 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -7684933.500000 Penalty: 5453.840332
	Iteration 30Q: 3 clusters Score -7684934 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7685051.000000 Penalty: 5453.840332
	Iteration 31Q: 3 clusters Score -7685051 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7685185.000000 Penalty: 5453.840332
	Iteration 32Q: 3 clusters Score -7685185 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -7685300.500000 Penalty: 5453.840332
	Iteration 33Q: 3 clusters Score -7685300 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -7685417.500000 Penalty: 5453.840332
	Iteration 34Q: 3 clusters Score -7685418 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -7685559.000000 Penalty: 5453.840332
	Iteration 35Q: 3 clusters Score -7685559 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -7685674.000000 Penalty: 5453.840332
	Iteration 36Q: 3 clusters Score -7685674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7685805.500000 Penalty: 5453.840332
	Iteration 37Q: 3 clusters Score -7685806 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7685924.500000 Penalty: 5453.840332
	Iteration 38Q: 3 clusters Score -7685924 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7686024.000000 Penalty: 5453.840332
	Iteration 39Q: 3 clusters Score -7686024 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7686162.000000 Penalty: 5453.840332
	Iteration 40F: 3 clusters Score -7686162 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7686243.500000 Penalty: 5453.840332
	Iteration 41Q: 3 clusters Score -7686244 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -7686317.000000 Penalty: 5453.840332
	Iteration 42Q: 3 clusters Score -7686317 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7686416.500000 Penalty: 5453.840332
	Iteration 43Q: 3 clusters Score -7686416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7686494.000000 Penalty: 5453.840332
	Iteration 44Q: 3 clusters Score -7686494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7686547.500000 Penalty: 5453.840332
	Iteration 45Q: 3 clusters Score -7686548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7686593.000000 Penalty: 5453.840332
	Iteration 46Q: 3 clusters Score -7686593 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7686628.500000 Penalty: 5453.840332
	Iteration 47Q: 3 clusters Score -7686628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7686661.000000 Penalty: 5453.840332
	Iteration 48Q: 3 clusters Score -7686661 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7686704.000000 Penalty: 5453.840332
	Iteration 49Q: 3 clusters Score -7686704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7686724.500000 Penalty: 5453.840332
	Iteration 50Q: 3 clusters Score -7686724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7686744.000000 Penalty: 5453.840332
	Iteration 51Q: 3 clusters Score -7686744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7686778.000000 Penalty: 5453.840332
	Iteration 52Q: 3 clusters Score -7686778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7686832.500000 Penalty: 5453.840332
	Iteration 53Q: 3 clusters Score -7686832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7686843.000000 Penalty: 5453.840332
	Iteration 54Q: 3 clusters Score -7686843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7686860.500000 Penalty: 5453.840332
	Iteration 55Q: 3 clusters Score -7686860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7686855.000000 Penalty: 5453.840332
	Iteration 56Q: 3 clusters Score -7686855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7686875.500000 Penalty: 5453.840332
	Iteration 57Q: 3 clusters Score -7686876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7686887.000000 Penalty: 5453.840332
	Iteration 58Q: 3 clusters Score -7686887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7686885.500000 Penalty: 5453.840332
	Iteration 59Q: 3 clusters Score -7686886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7686900.000000 Penalty: 5453.840332
	Iteration 60F: 3 clusters Score -7686900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7686900.500000 Penalty: 5453.840332
	Iteration 61Q: 3 clusters Score -7686900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7686918.000000 Penalty: 5453.840332
	Iteration 62Q: 3 clusters Score -7686918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7686915.500000 Penalty: 5453.840332
	Iteration 63Q: 3 clusters Score -7686916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7686918.000000 Penalty: 5453.840332
	Iteration 64Q: 3 clusters Score -7686918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7686931.000000 Penalty: 5453.840332
	Iteration 65Q: 3 clusters Score -7686931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7686939.000000 Penalty: 5453.840332
	Iteration 66Q: 3 clusters Score -7686939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7686938.000000 Penalty: 5453.840332
	Iteration 67Q: 3 clusters Score -7686938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7686943.000000 Penalty: 5453.840332
	Iteration 68Q: 3 clusters Score -7686943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7686951.000000 Penalty: 5453.840332
	Iteration 69Q: 3 clusters Score -7686951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7686951.500000 Penalty: 5453.840332
	Iteration 70Q: 3 clusters Score -7686952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7686961.500000 Penalty: 5453.840332
	Iteration 71Q: 3 clusters Score -7686962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7686959.500000 Penalty: 5453.840332
	Iteration 72Q: 3 clusters Score -7686960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7686967.500000 Penalty: 5453.840332
	Iteration 73Q: 3 clusters Score -7686968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7686964.500000 Penalty: 5453.840332
	Iteration 74Q: 3 clusters Score -7686964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7686982.500000 Penalty: 5453.840332
	Iteration 75Q: 3 clusters Score -7686982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7686989.000000 Penalty: 5453.840332
	Iteration 76Q: 3 clusters Score -7686989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7687000.000000 Penalty: 5453.840332
	Iteration 77Q: 3 clusters Score -7687000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7687001.000000 Penalty: 5453.840332
	Iteration 78Q: 3 clusters Score -7687001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7687003.500000 Penalty: 5453.840332
	Iteration 79Q: 3 clusters Score -7687004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7687002.000000 Penalty: 5453.840332
	Iteration 80F: 3 clusters Score -7687002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7687002.500000 Penalty: 5453.840332
	Iteration 81Q: 3 clusters Score -7687002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7687009.000000 Penalty: 5453.840332
	Iteration 82Q: 3 clusters Score -7687009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7687018.500000 Penalty: 5453.840332
	Iteration 83Q: 3 clusters Score -7687018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7687029.000000 Penalty: 5453.840332
	Iteration 84Q: 3 clusters Score -7687029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7687030.000000 Penalty: 5453.840332
	Iteration 85Q: 3 clusters Score -7687030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7687031.000000 Penalty: 5453.840332
	Iteration 86Q: 3 clusters Score -7687031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7687031.000000 Penalty: 5453.840332
	Iteration 87Q: 3 clusters Score -7687031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7687032.000000 Penalty: 5453.840332
	Iteration 88Q: 3 clusters Score -7687032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7687038.500000 Penalty: 5453.840332
	Iteration 89Q: 3 clusters Score -7687038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7687038.500000 Penalty: 5453.840332
	Iteration 90F: 3 clusters Score -7687038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Entering Unmasked Estep 
Score: -7639529.000000 Penalty: 2725.497559
	Iteration 0F: 2 clusters Score -7639529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -7599827.000000 Penalty: 5450.995117
	Iteration 0F: 3 clusters Score -7599827 nChanged 27311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7615061.000000 Penalty: 5450.995117
	Iteration 1F: 3 clusters Score -7615061 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7615740.500000 Penalty: 5450.995117
	Iteration 2Q: 3 clusters Score -7615740 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -7616407.500000 Penalty: 5450.995117
	Iteration 3Q: 3 clusters Score -7616408 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -7617298.000000 Penalty: 5450.995117
	Iteration 4Q: 3 clusters Score -7617298 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -7618356.000000 Penalty: 5450.995117
	Iteration 5Q: 3 clusters Score -7618356 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7619902.500000 Penalty: 5450.995117
	Iteration 6Q: 3 clusters Score -7619902 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -7622076.000000 Penalty: 5450.995117
	Iteration 7F: 3 clusters Score -7622076 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -7624717.500000 Penalty: 5450.995117
	Iteration 8F: 3 clusters Score -7624718 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -7627345.500000 Penalty: 5450.995117
	Iteration 9F: 3 clusters Score -7627346 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -7629614.000000 Penalty: 5450.995117
	Iteration 10F: 3 clusters Score -7629614 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -7631310.500000 Penalty: 5450.995117
	Iteration 11Q: 3 clusters Score -7631310 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -7632410.000000 Penalty: 5450.995117
	Iteration 12Q: 3 clusters Score -7632410 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -7633281.000000 Penalty: 5450.995117
	Iteration 13Q: 3 clusters Score -7633281 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -7633971.000000 Penalty: 5450.995117
	Iteration 14Q: 3 clusters Score -7633971 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7634596.000000 Penalty: 5450.995117
	Iteration 15Q: 3 clusters Score -7634596 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -7635146.500000 Penalty: 5450.995117
	Iteration 16Q: 3 clusters Score -7635146 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -7635550.000000 Penalty: 5450.995117
	Iteration 17Q: 3 clusters Score -7635550 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -7635859.500000 Penalty: 5450.995117
	Iteration 18Q: 3 clusters Score -7635860 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -7636136.000000 Penalty: 5450.995117
	Iteration 19Q: 3 clusters Score -7636136 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -7636385.000000 Penalty: 5450.995117
	Iteration 20F: 3 clusters Score -7636385 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -7636558.000000 Penalty: 5450.995117
	Iteration 21Q: 3 clusters Score -7636558 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -7636704.000000 Penalty: 5450.995117
	Iteration 22Q: 3 clusters Score -7636704 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -7636771.000000 Penalty: 5450.995117
	Iteration 23Q: 3 clusters Score -7636771 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7636883.000000 Penalty: 5450.995117
	Iteration 24Q: 3 clusters Score -7636883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -7636932.000000 Penalty: 5450.995117
	Iteration 25Q: 3 clusters Score -7636932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -7636953.000000 Penalty: 5450.995117
	Iteration 26Q: 3 clusters Score -7636953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -7636967.000000 Penalty: 5450.995117
	Iteration 27Q: 3 clusters Score -7636967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7637008.500000 Penalty: 5450.995117
	Iteration 28Q: 3 clusters Score -7637008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7637031.500000 Penalty: 5450.995117
	Iteration 29Q: 3 clusters Score -7637032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -7637047.500000 Penalty: 5450.995117
	Iteration 30Q: 3 clusters Score -7637048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -7637057.000000 Penalty: 5450.995117
	Iteration 31Q: 3 clusters Score -7637057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -7637068.000000 Penalty: 5450.995117
	Iteration 32Q: 3 clusters Score -7637068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -7637076.500000 Penalty: 5450.995117
	Iteration 33Q: 3 clusters Score -7637076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -7637081.000000 Penalty: 5450.995117
	Iteration 34Q: 3 clusters Score -7637081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -7637087.000000 Penalty: 5450.995117
	Iteration 35Q: 3 clusters Score -7637087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -7637081.500000 Penalty: 5450.995117
	Iteration 36Q: 3 clusters Score -7637082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -7637086.000000 Penalty: 5450.995117
	Iteration 37Q: 3 clusters Score -7637086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -7637088.000000 Penalty: 5450.995117
	Iteration 38Q: 3 clusters Score -7637088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -7637089.000000 Penalty: 5450.995117
	Iteration 39Q: 3 clusters Score -7637089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7637088.500000 Penalty: 5450.995117
	Iteration 40F: 3 clusters Score -7637088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -7637094.500000 Penalty: 5450.995117
	Iteration 41Q: 3 clusters Score -7637094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -7637099.000000 Penalty: 5450.995117
	Iteration 42Q: 3 clusters Score -7637099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -7637093.500000 Penalty: 5450.995117
	Iteration 43Q: 3 clusters Score -7637094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7637096.500000 Penalty: 5450.995117
	Iteration 44Q: 3 clusters Score -7637096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7637096.500000 Penalty: 5450.995117
	Iteration 45F: 3 clusters Score -7637096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Entering Unmasked Estep 
Score: -7586259.000000 Penalty: 2722.745850
	Iteration 0F: 2 clusters Score -7586259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -7546850.000000 Penalty: 5445.491699
	Iteration 0F: 3 clusters Score -7546850 nChanged 27317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -7562161.000000 Penalty: 5445.491699
	Iteration 1F: 3 clusters Score -7562161 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7562943.000000 Penalty: 5445.491699
	Iteration 2Q: 3 clusters Score -7562943 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7564073.500000 Penalty: 5445.491699
	Iteration 3Q: 3 clusters Score -7564074 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7565933.000000 Penalty: 5445.491699
	Iteration 4F: 3 clusters Score -7565933 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -7569019.000000 Penalty: 5445.491699
	Iteration 5F: 3 clusters Score -7569019 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -7573477.000000 Penalty: 5445.491699
	Iteration 6F: 3 clusters Score -7573477 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -7578287.000000 Penalty: 5445.491699
	Iteration 7F: 3 clusters Score -7578287 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -7581720.000000 Penalty: 5445.491699
	Iteration 8F: 3 clusters Score -7581720 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -7583129.500000 Penalty: 5445.491699
	Iteration 9Q: 3 clusters Score -7583130 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58094 members 
Entering Unmasked Estep 
Score: -7583609.000000 Penalty: 5445.491699
	Iteration 10Q: 3 clusters Score -7583609 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -7583830.500000 Penalty: 5445.491699
	Iteration 11Q: 3 clusters Score -7583830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7583932.000000 Penalty: 5445.491699
	Iteration 12Q: 3 clusters Score -7583932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -7583999.500000 Penalty: 5445.491699
	Iteration 13Q: 3 clusters Score -7584000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -7584039.000000 Penalty: 5445.491699
	Iteration 14Q: 3 clusters Score -7584039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -7584050.500000 Penalty: 5445.491699
	Iteration 15Q: 3 clusters Score -7584050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7584067.000000 Penalty: 5445.491699
	Iteration 16Q: 3 clusters Score -7584067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -7584079.000000 Penalty: 5445.491699
	Iteration 17Q: 3 clusters Score -7584079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7584083.000000 Penalty: 5445.491699
	Iteration 18Q: 3 clusters Score -7584083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -7584080.000000 Penalty: 5445.491699
	Iteration 19Q: 3 clusters Score -7584080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7584078.000000 Penalty: 5445.491699
	Iteration 20F: 3 clusters Score -7584078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -447826.156250 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -447826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -444156.218750 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -444156.2 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -444929.437500 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -444929.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -445090.375000 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -445090.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445204.281250 Penalty: 4060.762451
	Iteration 3Q: 3 clusters Score -445204.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -445295.593750 Penalty: 4060.762451
	Iteration 4Q: 3 clusters Score -445295.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -445359.093750 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -445359.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -445418.781250 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -445418.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -445495.343750 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -445495.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -445570.500000 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -445570.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -445642.406250 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -445642.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -445716.187500 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -445716.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -445781.093750 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -445781.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -445852.343750 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -445852.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -445928.468750 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -445928.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -445986.343750 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -445986.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -446020.437500 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -446020.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -446049.218750 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -446049.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -446068.125000 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -446068.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -446081.718750 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -446081.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -446096.343750 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -446096.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -446114.843750 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -446114.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -446133.968750 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -446134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -446153.781250 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -446153.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -446163.187500 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -446163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -446170.281250 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -446170.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -446177.500000 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -446177.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -446184.687500 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -446184.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -446190.718750 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -446190.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -446197.875000 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -446197.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -446207.437500 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -446207.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -446217.750000 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -446217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -446228.718750 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -446228.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -446240.156250 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -446240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -446249.687500 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -446249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -446259.375000 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -446259.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -446265.656250 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -446265.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -446269.531250 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -446269.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -446273.750000 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -446273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -446276.687500 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -446276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -446276.843750 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -446276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -446276.843750 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -446276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Entering Unmasked Estep 
Score: -7025705.000000 Penalty: 2704.886230
	Iteration 0F: 2 clusters Score -7025705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6988937.000000 Penalty: 5409.772461
	Iteration 0F: 3 clusters Score -6988937 nChanged 25334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -7003202.000000 Penalty: 5409.772461
	Iteration 1F: 3 clusters Score -7003202 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -7003767.500000 Penalty: 5409.772461
	Iteration 2Q: 3 clusters Score -7003768 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -7004385.000000 Penalty: 5409.772461
	Iteration 3Q: 3 clusters Score -7004385 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7005079.000000 Penalty: 5409.772461
	Iteration 4Q: 3 clusters Score -7005079 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -7005930.500000 Penalty: 5409.772461
	Iteration 5Q: 3 clusters Score -7005930 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -7007137.000000 Penalty: 5409.772461
	Iteration 6Q: 3 clusters Score -7007137 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7008914.500000 Penalty: 5409.772461
	Iteration 7F: 3 clusters Score -7008914 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -7011487.000000 Penalty: 5409.772461
	Iteration 8F: 3 clusters Score -7011487 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -7014624.000000 Penalty: 5409.772461
	Iteration 9F: 3 clusters Score -7014624 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -7017620.500000 Penalty: 5409.772461
	Iteration 10F: 3 clusters Score -7017620 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -7019852.500000 Penalty: 5409.772461
	Iteration 11Q: 3 clusters Score -7019852 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -7021276.000000 Penalty: 5409.772461
	Iteration 12Q: 3 clusters Score -7021276 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -7022150.000000 Penalty: 5409.772461
	Iteration 13Q: 3 clusters Score -7022150 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -7022596.000000 Penalty: 5409.772461
	Iteration 14Q: 3 clusters Score -7022596 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -7022841.500000 Penalty: 5409.772461
	Iteration 15Q: 3 clusters Score -7022842 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7023023.500000 Penalty: 5409.772461
	Iteration 16Q: 3 clusters Score -7023024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -7023160.000000 Penalty: 5409.772461
	Iteration 17Q: 3 clusters Score -7023160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -7023233.000000 Penalty: 5409.772461
	Iteration 18Q: 3 clusters Score -7023233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -7023287.000000 Penalty: 5409.772461
	Iteration 19Q: 3 clusters Score -7023287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -7023345.500000 Penalty: 5409.772461
	Iteration 20F: 3 clusters Score -7023346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -7023386.000000 Penalty: 5409.772461
	Iteration 21Q: 3 clusters Score -7023386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -7023404.000000 Penalty: 5409.772461
	Iteration 22Q: 3 clusters Score -7023404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -7023406.000000 Penalty: 5409.772461
	Iteration 23Q: 3 clusters Score -7023406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7023430.000000 Penalty: 5409.772461
	Iteration 24Q: 3 clusters Score -7023430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -7023435.500000 Penalty: 5409.772461
	Iteration 25Q: 3 clusters Score -7023436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -7023443.500000 Penalty: 5409.772461
	Iteration 26Q: 3 clusters Score -7023444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7023454.000000 Penalty: 5409.772461
	Iteration 27Q: 3 clusters Score -7023454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7023453.500000 Penalty: 5409.772461
	Iteration 28Q: 3 clusters Score -7023454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7023453.000000 Penalty: 5409.772461
	Iteration 29Q: 3 clusters Score -7023453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7023462.000000 Penalty: 5409.772461
	Iteration 30Q: 3 clusters Score -7023462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7023464.500000 Penalty: 5409.772461
	Iteration 31Q: 3 clusters Score -7023464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7023463.500000 Penalty: 5409.772461
	Iteration 32Q: 3 clusters Score -7023464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7023463.500000 Penalty: 5409.772461
	Iteration 33F: 3 clusters Score -7023464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38886.085938 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38886.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37542.386719 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37542.39 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37738.335938 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37738.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37795.527344 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -37795.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37826.253906 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -37826.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37834.531250 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -37834.53 nChanged 1
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: -37837.023438 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -37837.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37840.574219 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -37840.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37840.574219 Penalty: 2929.059326
	Iteration 7F: 3 clusters Score -37840.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46970.601562 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46970.6 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 232 members 
Entering Unmasked Estep 
Score: -45583.175781 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45583.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45771.078125 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45771.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45832.785156 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -45832.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45841.550781 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45841.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45845.203125 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45845.203125 Penalty: 3016.780762
	Iteration 5F: 3 clusters Score -45845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -43817.398438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -43817.4 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 199 members 
Entering Unmasked Estep 
Score: -42389.707031 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -42389.71 nChanged 61
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: -42570.398438 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -42570.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42633.238281 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -42633.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42670.582031 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -42670.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42688.207031 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -42688.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42703.308594 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -42703.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42716.414062 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -42716.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42726.441406 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -42726.44 nChanged 1
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: -42730.500000 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -42730.5 nChanged 0
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: -42730.500000 Penalty: 2974.240234
	Iteration 9F: 3 clusters Score -42730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Entering Unmasked Estep 
Score: -3329382.000000 Penalty: 2518.137207
	Iteration 0F: 2 clusters Score -3329382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3311498.000000 Penalty: 5036.274414
	Iteration 0F: 3 clusters Score -3311498 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3317808.750000 Penalty: 5036.274414
	Iteration 1F: 3 clusters Score -3317809 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3318097.500000 Penalty: 5036.274414
	Iteration 2Q: 3 clusters Score -3318098 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3318327.250000 Penalty: 5036.274414
	Iteration 3Q: 3 clusters Score -3318327 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3318521.750000 Penalty: 5036.274414
	Iteration 4Q: 3 clusters Score -3318522 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3318686.500000 Penalty: 5036.274414
	Iteration 5Q: 3 clusters Score -3318686 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3318854.500000 Penalty: 5036.274414
	Iteration 6Q: 3 clusters Score -3318854 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3319057.500000 Penalty: 5036.274414
	Iteration 7Q: 3 clusters Score -3319058 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3319302.000000 Penalty: 5036.274414
	Iteration 8Q: 3 clusters Score -3319302 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3319612.000000 Penalty: 5036.274414
	Iteration 9Q: 3 clusters Score -3319612 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3320042.000000 Penalty: 5036.274414
	Iteration 10Q: 3 clusters Score -3320042 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3320674.750000 Penalty: 5036.274414
	Iteration 11Q: 3 clusters Score -3320675 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3321599.000000 Penalty: 5036.274414
	Iteration 12F: 3 clusters Score -3321599 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3322783.500000 Penalty: 5036.274414
	Iteration 13F: 3 clusters Score -3322784 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3324120.500000 Penalty: 5036.274414
	Iteration 14F: 3 clusters Score -3324120 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3325311.500000 Penalty: 5036.274414
	Iteration 15Q: 3 clusters Score -3325312 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3326153.750000 Penalty: 5036.274414
	Iteration 16Q: 3 clusters Score -3326154 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3326659.000000 Penalty: 5036.274414
	Iteration 17Q: 3 clusters Score -3326659 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3326889.750000 Penalty: 5036.274414
	Iteration 18Q: 3 clusters Score -3326890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3327022.750000 Penalty: 5036.274414
	Iteration 19Q: 3 clusters Score -3327023 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3327100.000000 Penalty: 5036.274414
	Iteration 20F: 3 clusters Score -3327100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3327159.000000 Penalty: 5036.274414
	Iteration 21Q: 3 clusters Score -3327159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3327202.750000 Penalty: 5036.274414
	Iteration 22Q: 3 clusters Score -3327203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3327228.250000 Penalty: 5036.274414
	Iteration 23Q: 3 clusters Score -3327228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3327255.250000 Penalty: 5036.274414
	Iteration 24Q: 3 clusters Score -3327255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3327274.250000 Penalty: 5036.274414
	Iteration 25Q: 3 clusters Score -3327274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3327298.750000 Penalty: 5036.274414
	Iteration 26Q: 3 clusters Score -3327299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3327321.000000 Penalty: 5036.274414
	Iteration 27Q: 3 clusters Score -3327321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3327334.500000 Penalty: 5036.274414
	Iteration 28Q: 3 clusters Score -3327334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3327340.250000 Penalty: 5036.274414
	Iteration 29Q: 3 clusters Score -3327340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3327347.750000 Penalty: 5036.274414
	Iteration 30Q: 3 clusters Score -3327348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3327349.500000 Penalty: 5036.274414
	Iteration 31Q: 3 clusters Score -3327350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3327351.750000 Penalty: 5036.274414
	Iteration 32Q: 3 clusters Score -3327352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3327361.000000 Penalty: 5036.274414
	Iteration 33Q: 3 clusters Score -3327361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3327366.000000 Penalty: 5036.274414
	Iteration 34Q: 3 clusters Score -3327366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3327363.000000 Penalty: 5036.274414
	Iteration 35Q: 3 clusters Score -3327363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3327365.000000 Penalty: 5036.274414
	Iteration 36Q: 3 clusters Score -3327365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3327366.500000 Penalty: 5036.274414
	Iteration 37Q: 3 clusters Score -3327366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3327371.250000 Penalty: 5036.274414
	Iteration 38Q: 3 clusters Score -3327371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3327374.000000 Penalty: 5036.274414
	Iteration 39Q: 3 clusters Score -3327374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3327376.750000 Penalty: 5036.274414
	Iteration 40F: 3 clusters Score -3327377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3327380.000000 Penalty: 5036.274414
	Iteration 41Q: 3 clusters Score -3327380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3327377.750000 Penalty: 5036.274414
	Iteration 42Q: 3 clusters Score -3327378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3327379.500000 Penalty: 5036.274414
	Iteration 43Q: 3 clusters Score -3327380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3327383.250000 Penalty: 5036.274414
	Iteration 44Q: 3 clusters Score -3327383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3327383.000000 Penalty: 5036.274414
	Iteration 45Q: 3 clusters Score -3327383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3327385.750000 Penalty: 5036.274414
	Iteration 46Q: 3 clusters Score -3327386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3327392.000000 Penalty: 5036.274414
	Iteration 47Q: 3 clusters Score -3327392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3327391.250000 Penalty: 5036.274414
	Iteration 48Q: 3 clusters Score -3327391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3327392.500000 Penalty: 5036.274414
	Iteration 49Q: 3 clusters Score -3327392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3327392.500000 Penalty: 5036.274414
	Iteration 50F: 3 clusters Score -3327392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Entering Unmasked Estep 
Score: -1440366.250000 Penalty: 2326.908691
	Iteration 0F: 2 clusters Score -1440366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1431429.250000 Penalty: 4653.817383
	Iteration 0F: 3 clusters Score -1431429 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1434126.875000 Penalty: 4653.817383
	Iteration 1F: 3 clusters Score -1434127 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1434489.625000 Penalty: 4653.817383
	Iteration 2F: 3 clusters Score -1434490 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1434814.000000 Penalty: 4653.817383
	Iteration 3F: 3 clusters Score -1434814 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1435114.125000 Penalty: 4653.817383
	Iteration 4F: 3 clusters Score -1435114 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1435439.750000 Penalty: 4653.817383
	Iteration 5Q: 3 clusters Score -1435440 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1435793.500000 Penalty: 4653.817383
	Iteration 6Q: 3 clusters Score -1435794 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1436171.250000 Penalty: 4653.817383
	Iteration 7Q: 3 clusters Score -1436171 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1436591.625000 Penalty: 4653.817383
	Iteration 8Q: 3 clusters Score -1436592 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1436944.750000 Penalty: 4653.817383
	Iteration 9Q: 3 clusters Score -1436945 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1437286.375000 Penalty: 4653.817383
	Iteration 10Q: 3 clusters Score -1437286 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1437552.750000 Penalty: 4653.817383
	Iteration 11Q: 3 clusters Score -1437553 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1437742.750000 Penalty: 4653.817383
	Iteration 12Q: 3 clusters Score -1437743 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1437863.125000 Penalty: 4653.817383
	Iteration 13Q: 3 clusters Score -1437863 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1437946.125000 Penalty: 4653.817383
	Iteration 14Q: 3 clusters Score -1437946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1438008.500000 Penalty: 4653.817383
	Iteration 15Q: 3 clusters Score -1438008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1438061.500000 Penalty: 4653.817383
	Iteration 16Q: 3 clusters Score -1438062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1438094.625000 Penalty: 4653.817383
	Iteration 17Q: 3 clusters Score -1438095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1438131.125000 Penalty: 4653.817383
	Iteration 18Q: 3 clusters Score -1438131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1438164.375000 Penalty: 4653.817383
	Iteration 19Q: 3 clusters Score -1438164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1438191.750000 Penalty: 4653.817383
	Iteration 20F: 3 clusters Score -1438192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1438210.750000 Penalty: 4653.817383
	Iteration 21Q: 3 clusters Score -1438211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1438229.250000 Penalty: 4653.817383
	Iteration 22Q: 3 clusters Score -1438229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1438256.625000 Penalty: 4653.817383
	Iteration 23Q: 3 clusters Score -1438257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1438277.125000 Penalty: 4653.817383
	Iteration 24Q: 3 clusters Score -1438277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1438294.000000 Penalty: 4653.817383
	Iteration 25Q: 3 clusters Score -1438294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1438304.750000 Penalty: 4653.817383
	Iteration 26Q: 3 clusters Score -1438305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1438312.375000 Penalty: 4653.817383
	Iteration 27Q: 3 clusters Score -1438312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1438316.250000 Penalty: 4653.817383
	Iteration 28Q: 3 clusters Score -1438316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1438320.000000 Penalty: 4653.817383
	Iteration 29Q: 3 clusters Score -1438320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1438321.625000 Penalty: 4653.817383
	Iteration 30Q: 3 clusters Score -1438322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1438327.625000 Penalty: 4653.817383
	Iteration 31Q: 3 clusters Score -1438328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1438329.875000 Penalty: 4653.817383
	Iteration 32Q: 3 clusters Score -1438330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1438335.250000 Penalty: 4653.817383
	Iteration 33Q: 3 clusters Score -1438335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1438340.375000 Penalty: 4653.817383
	Iteration 34Q: 3 clusters Score -1438340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1438346.625000 Penalty: 4653.817383
	Iteration 35Q: 3 clusters Score -1438347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1438349.125000 Penalty: 4653.817383
	Iteration 36Q: 3 clusters Score -1438349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1438351.125000 Penalty: 4653.817383
	Iteration 37Q: 3 clusters Score -1438351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1438354.250000 Penalty: 4653.817383
	Iteration 38Q: 3 clusters Score -1438354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1438355.500000 Penalty: 4653.817383
	Iteration 39Q: 3 clusters Score -1438356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1438356.250000 Penalty: 4653.817383
	Iteration 40F: 3 clusters Score -1438356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -73729.601562 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -73729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72088.500000 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -72088.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72293.945312 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -72293.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72363.687500 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -72363.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72413.203125 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -72413.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72458.757812 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -72458.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72533.601562 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -72533.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72644.046875 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -72644.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72781.218750 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -72781.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72861.875000 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -72861.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72923.062500 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -72923.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72973.695312 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -72973.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73031.507812 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -73031.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73115.351562 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -73115.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73164.687500 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -73164.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73209.601562 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -73209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73302.882812 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -73302.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73316.640625 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -73316.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73323.046875 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -73323.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73325.132812 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -73325.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73329.726562 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -73329.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73329.726562 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -73329.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186703 members 
Entering Unmasked Estep 
Score: -23864388.000000 Penalty: 3010.044189
	Iteration 0F: 2 clusters Score -2.386439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -23743034.000000 Penalty: 6020.088379
	Iteration 0F: 3 clusters Score -2.374303e+07 nChanged 89895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -23795452.000000 Penalty: 6020.088379
	Iteration 1F: 3 clusters Score -2.379545e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -23796572.000000 Penalty: 6020.088379
	Iteration 2Q: 3 clusters Score -2.379657e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -23798000.000000 Penalty: 6020.088379
	Iteration 3Q: 3 clusters Score -2.3798e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -23800130.000000 Penalty: 6020.088379
	Iteration 4Q: 3 clusters Score -2.380013e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -23803384.000000 Penalty: 6020.088379
	Iteration 5Q: 3 clusters Score -2.380338e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -23808130.000000 Penalty: 6020.088379
	Iteration 6Q: 3 clusters Score -2.380813e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -23815460.000000 Penalty: 6020.088379
	Iteration 7F: 3 clusters Score -2.381546e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -23825114.000000 Penalty: 6020.088379
	Iteration 8F: 3 clusters Score -2.382511e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -23834796.000000 Penalty: 6020.088379
	Iteration 9F: 3 clusters Score -2.38348e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -23840894.000000 Penalty: 6020.088379
	Iteration 10F: 3 clusters Score -2.384089e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 100746 members 
Entering Unmasked Estep 
Score: -23843414.000000 Penalty: 6020.088379
	Iteration 11Q: 3 clusters Score -2.384341e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -23844734.000000 Penalty: 6020.088379
	Iteration 12Q: 3 clusters Score -2.384473e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -23845800.000000 Penalty: 6020.088379
	Iteration 13Q: 3 clusters Score -2.38458e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -23846624.000000 Penalty: 6020.088379
	Iteration 14Q: 3 clusters Score -2.384662e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 99033 members 
Entering Unmasked Estep 
Score: -23847452.000000 Penalty: 6020.088379
	Iteration 15Q: 3 clusters Score -2.384745e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 98278 members 
Entering Unmasked Estep 
Score: -23848468.000000 Penalty: 6020.088379
	Iteration 16Q: 3 clusters Score -2.384847e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -23849422.000000 Penalty: 6020.088379
	Iteration 17Q: 3 clusters Score -2.384942e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -23850424.000000 Penalty: 6020.088379
	Iteration 18Q: 3 clusters Score -2.385042e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -23851336.000000 Penalty: 6020.088379
	Iteration 19Q: 3 clusters Score -2.385134e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -23852126.000000 Penalty: 6020.088379
	Iteration 20F: 3 clusters Score -2.385213e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -23852724.000000 Penalty: 6020.088379
	Iteration 21Q: 3 clusters Score -2.385272e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -23853004.000000 Penalty: 6020.088379
	Iteration 22Q: 3 clusters Score -2.3853e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -23853238.000000 Penalty: 6020.088379
	Iteration 23Q: 3 clusters Score -2.385324e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -23853338.000000 Penalty: 6020.088379
	Iteration 24Q: 3 clusters Score -2.385334e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -23853494.000000 Penalty: 6020.088379
	Iteration 25Q: 3 clusters Score -2.385349e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -23853656.000000 Penalty: 6020.088379
	Iteration 26Q: 3 clusters Score -2.385366e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -23853698.000000 Penalty: 6020.088379
	Iteration 27Q: 3 clusters Score -2.38537e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -23853728.000000 Penalty: 6020.088379
	Iteration 28Q: 3 clusters Score -2.385373e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -23853766.000000 Penalty: 6020.088379
	Iteration 29Q: 3 clusters Score -2.385377e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95373 members 
Mstep: Class 2 contains 91330 members 
Entering Unmasked Estep 
Score: -23853746.000000 Penalty: 6020.088379
	Iteration 30Q: 3 clusters Score -2.385375e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -23853730.000000 Penalty: 6020.088379
	Iteration 31Q: 3 clusters Score -2.385373e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -23853762.000000 Penalty: 6020.088379
	Iteration 32Q: 3 clusters Score -2.385376e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96185 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -23853792.000000 Penalty: 6020.088379
	Iteration 33Q: 3 clusters Score -2.385379e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -23853790.000000 Penalty: 6020.088379
	Iteration 34Q: 3 clusters Score -2.385379e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -23853826.000000 Penalty: 6020.088379
	Iteration 35Q: 3 clusters Score -2.385383e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -23853820.000000 Penalty: 6020.088379
	Iteration 36Q: 3 clusters Score -2.385382e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -23853860.000000 Penalty: 6020.088379
	Iteration 37Q: 3 clusters Score -2.385386e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -23853868.000000 Penalty: 6020.088379
	Iteration 38Q: 3 clusters Score -2.385387e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -23853872.000000 Penalty: 6020.088379
	Iteration 39Q: 3 clusters Score -2.385387e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -23853856.000000 Penalty: 6020.088379
	Iteration 40F: 3 clusters Score -2.385386e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -23853884.000000 Penalty: 6020.088379
	Iteration 41Q: 3 clusters Score -2.385388e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -23853854.000000 Penalty: 6020.088379
	Iteration 42Q: 3 clusters Score -2.385385e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -23853852.000000 Penalty: 6020.088379
	Iteration 43Q: 3 clusters Score -2.385385e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -23853834.000000 Penalty: 6020.088379
	Iteration 44Q: 3 clusters Score -2.385383e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -23853868.000000 Penalty: 6020.088379
	Iteration 45Q: 3 clusters Score -2.385387e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -23853852.000000 Penalty: 6020.088379
	Iteration 46Q: 3 clusters Score -2.385385e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99558 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -23853874.000000 Penalty: 6020.088379
	Iteration 47Q: 3 clusters Score -2.385387e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -23853850.000000 Penalty: 6020.088379
	Iteration 48Q: 3 clusters Score -2.385385e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -23853860.000000 Penalty: 6020.088379
	Iteration 49Q: 3 clusters Score -2.385386e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -23853812.000000 Penalty: 6020.088379
	Iteration 50Q: 3 clusters Score -2.385381e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -23853764.000000 Penalty: 6020.088379
	Iteration 51Q: 3 clusters Score -2.385376e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -23853796.000000 Penalty: 6020.088379
	Iteration 52Q: 3 clusters Score -2.38538e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -23853792.000000 Penalty: 6020.088379
	Iteration 53Q: 3 clusters Score -2.385379e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -23853748.000000 Penalty: 6020.088379
	Iteration 54Q: 3 clusters Score -2.385375e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -23853784.000000 Penalty: 6020.088379
	Iteration 55Q: 3 clusters Score -2.385378e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -23853866.000000 Penalty: 6020.088379
	Iteration 56Q: 3 clusters Score -2.385387e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -23853870.000000 Penalty: 6020.088379
	Iteration 57Q: 3 clusters Score -2.385387e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -23853898.000000 Penalty: 6020.088379
	Iteration 58Q: 3 clusters Score -2.38539e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103830 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -23853896.000000 Penalty: 6020.088379
	Iteration 59Q: 3 clusters Score -2.38539e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -23853896.000000 Penalty: 6020.088379
	Iteration 60F: 3 clusters Score -2.38539e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -23853970.000000 Penalty: 6020.088379
	Iteration 61Q: 3 clusters Score -2.385397e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -23853984.000000 Penalty: 6020.088379
	Iteration 62Q: 3 clusters Score -2.385398e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -23854052.000000 Penalty: 6020.088379
	Iteration 63Q: 3 clusters Score -2.385405e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -23854048.000000 Penalty: 6020.088379
	Iteration 64Q: 3 clusters Score -2.385405e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -23854076.000000 Penalty: 6020.088379
	Iteration 65Q: 3 clusters Score -2.385408e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -23854094.000000 Penalty: 6020.088379
	Iteration 66Q: 3 clusters Score -2.385409e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -23854218.000000 Penalty: 6020.088379
	Iteration 67Q: 3 clusters Score -2.385422e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -23854254.000000 Penalty: 6020.088379
	Iteration 68Q: 3 clusters Score -2.385425e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -23854272.000000 Penalty: 6020.088379
	Iteration 69Q: 3 clusters Score -2.385427e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -23854366.000000 Penalty: 6020.088379
	Iteration 70Q: 3 clusters Score -2.385437e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -23854380.000000 Penalty: 6020.088379
	Iteration 71Q: 3 clusters Score -2.385438e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -23854460.000000 Penalty: 6020.088379
	Iteration 72Q: 3 clusters Score -2.385446e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -23854580.000000 Penalty: 6020.088379
	Iteration 73Q: 3 clusters Score -2.385458e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113543 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -23854710.000000 Penalty: 6020.088379
	Iteration 74Q: 3 clusters Score -2.385471e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -23854708.000000 Penalty: 6020.088379
	Iteration 75Q: 3 clusters Score -2.385471e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -23854822.000000 Penalty: 6020.088379
	Iteration 76Q: 3 clusters Score -2.385482e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -23854810.000000 Penalty: 6020.088379
	Iteration 77Q: 3 clusters Score -2.385481e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -23854926.000000 Penalty: 6020.088379
	Iteration 78Q: 3 clusters Score -2.385493e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -23854908.000000 Penalty: 6020.088379
	Iteration 79Q: 3 clusters Score -2.385491e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -23854996.000000 Penalty: 6020.088379
	Iteration 80F: 3 clusters Score -2.3855e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -23855054.000000 Penalty: 6020.088379
	Iteration 81Q: 3 clusters Score -2.385505e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -23855132.000000 Penalty: 6020.088379
	Iteration 82Q: 3 clusters Score -2.385513e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121970 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -23855248.000000 Penalty: 6020.088379
	Iteration 83Q: 3 clusters Score -2.385525e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123067 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -23855338.000000 Penalty: 6020.088379
	Iteration 84Q: 3 clusters Score -2.385534e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124197 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -23855476.000000 Penalty: 6020.088379
	Iteration 85Q: 3 clusters Score -2.385548e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -23855510.000000 Penalty: 6020.088379
	Iteration 86Q: 3 clusters Score -2.385551e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -23855590.000000 Penalty: 6020.088379
	Iteration 87Q: 3 clusters Score -2.385559e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127854 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -23855756.000000 Penalty: 6020.088379
	Iteration 88Q: 3 clusters Score -2.385576e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129165 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -23855968.000000 Penalty: 6020.088379
	Iteration 89Q: 3 clusters Score -2.385597e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130514 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -23856010.000000 Penalty: 6020.088379
	Iteration 90Q: 3 clusters Score -2.385601e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131856 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -23856324.000000 Penalty: 6020.088379
	Iteration 91Q: 3 clusters Score -2.385632e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133270 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -23856452.000000 Penalty: 6020.088379
	Iteration 92Q: 3 clusters Score -2.385645e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -23856720.000000 Penalty: 6020.088379
	Iteration 93Q: 3 clusters Score -2.385672e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136453 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -23856988.000000 Penalty: 6020.088379
	Iteration 94Q: 3 clusters Score -2.385699e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -23857288.000000 Penalty: 6020.088379
	Iteration 95Q: 3 clusters Score -2.385729e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -23857476.000000 Penalty: 6020.088379
	Iteration 96Q: 3 clusters Score -2.385748e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -23857800.000000 Penalty: 6020.088379
	Iteration 97Q: 3 clusters Score -2.38578e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143177 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -23858156.000000 Penalty: 6020.088379
	Iteration 98Q: 3 clusters Score -2.385816e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144875 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -23858516.000000 Penalty: 6020.088379
	Iteration 99Q: 3 clusters Score -2.385852e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146554 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -23858850.000000 Penalty: 6020.088379
	Iteration 100F: 3 clusters Score -2.385885e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148148 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -23859044.000000 Penalty: 6020.088379
	Iteration 101Q: 3 clusters Score -2.385904e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149715 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -23859346.000000 Penalty: 6020.088379
	Iteration 102Q: 3 clusters Score -2.385935e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -23859580.000000 Penalty: 6020.088379
	Iteration 103Q: 3 clusters Score -2.385958e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -23859872.000000 Penalty: 6020.088379
	Iteration 104Q: 3 clusters Score -2.385987e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -23860096.000000 Penalty: 6020.088379
	Iteration 105Q: 3 clusters Score -2.38601e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155434 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -23860420.000000 Penalty: 6020.088379
	Iteration 106Q: 3 clusters Score -2.386042e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -23860690.000000 Penalty: 6020.088379
	Iteration 107Q: 3 clusters Score -2.386069e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -23861006.000000 Penalty: 6020.088379
	Iteration 108Q: 3 clusters Score -2.386101e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -23861212.000000 Penalty: 6020.088379
	Iteration 109Q: 3 clusters Score -2.386121e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160578 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -23861496.000000 Penalty: 6020.088379
	Iteration 110Q: 3 clusters Score -2.38615e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161765 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -23861716.000000 Penalty: 6020.088379
	Iteration 111Q: 3 clusters Score -2.386172e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163023 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -23861942.000000 Penalty: 6020.088379
	Iteration 112Q: 3 clusters Score -2.386194e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -23862232.000000 Penalty: 6020.088379
	Iteration 113Q: 3 clusters Score -2.386223e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -23862598.000000 Penalty: 6020.088379
	Iteration 114Q: 3 clusters Score -2.38626e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167074 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -23862830.000000 Penalty: 6020.088379
	Iteration 115Q: 3 clusters Score -2.386283e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -23863230.000000 Penalty: 6020.088379
	Iteration 116Q: 3 clusters Score -2.386323e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -23863370.000000 Penalty: 6020.088379
	Iteration 117Q: 3 clusters Score -2.386337e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -23863508.000000 Penalty: 6020.088379
	Iteration 118Q: 3 clusters Score -2.386351e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172734 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -23863674.000000 Penalty: 6020.088379
	Iteration 119Q: 3 clusters Score -2.386367e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174103 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -23863822.000000 Penalty: 6020.088379
	Iteration 120F: 3 clusters Score -2.386382e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -23863858.000000 Penalty: 6020.088379
	Iteration 121Q: 3 clusters Score -2.386386e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176471 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -23863906.000000 Penalty: 6020.088379
	Iteration 122Q: 3 clusters Score -2.386391e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177553 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -23863850.000000 Penalty: 6020.088379
	Iteration 123Q: 3 clusters Score -2.386385e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -23863836.000000 Penalty: 6020.088379
	Iteration 124Q: 3 clusters Score -2.386384e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -23863816.000000 Penalty: 6020.088379
	Iteration 125Q: 3 clusters Score -2.386382e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180030 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -23863732.000000 Penalty: 6020.088379
	Iteration 126Q: 3 clusters Score -2.386373e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -23863716.000000 Penalty: 6020.088379
	Iteration 127Q: 3 clusters Score -2.386372e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -23863734.000000 Penalty: 6020.088379
	Iteration 128Q: 3 clusters Score -2.386373e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181651 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -23863694.000000 Penalty: 6020.088379
	Iteration 129Q: 3 clusters Score -2.386369e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -23863628.000000 Penalty: 6020.088379
	Iteration 130Q: 3 clusters Score -2.386363e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182507 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -23863600.000000 Penalty: 6020.088379
	Iteration 131Q: 3 clusters Score -2.38636e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -23863594.000000 Penalty: 6020.088379
	Iteration 132Q: 3 clusters Score -2.386359e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -23863526.000000 Penalty: 6020.088379
	Iteration 133Q: 3 clusters Score -2.386353e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -23863514.000000 Penalty: 6020.088379
	Iteration 134Q: 3 clusters Score -2.386351e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23863504.000000 Penalty: 6020.088379
	Iteration 135Q: 3 clusters Score -2.38635e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183704 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -23863458.000000 Penalty: 6020.088379
	Iteration 136Q: 3 clusters Score -2.386346e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23863436.000000 Penalty: 6020.088379
	Iteration 137Q: 3 clusters Score -2.386344e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183980 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -23863402.000000 Penalty: 6020.088379
	Iteration 138Q: 3 clusters Score -2.38634e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23863366.000000 Penalty: 6020.088379
	Iteration 139Q: 3 clusters Score -2.386337e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184205 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -23863318.000000 Penalty: 6020.088379
	Iteration 140F: 3 clusters Score -2.386332e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184291 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23863350.000000 Penalty: 6020.088379
	Iteration 141Q: 3 clusters Score -2.386335e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184350 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23863332.000000 Penalty: 6020.088379
	Iteration 142Q: 3 clusters Score -2.386333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -23863318.000000 Penalty: 6020.088379
	Iteration 143Q: 3 clusters Score -2.386332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184452 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -23863300.000000 Penalty: 6020.088379
	Iteration 144Q: 3 clusters Score -2.38633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184493 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23863258.000000 Penalty: 6020.088379
	Iteration 145Q: 3 clusters Score -2.386326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -23863256.000000 Penalty: 6020.088379
	Iteration 146Q: 3 clusters Score -2.386326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -23863238.000000 Penalty: 6020.088379
	Iteration 147Q: 3 clusters Score -2.386324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184591 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23863216.000000 Penalty: 6020.088379
	Iteration 148Q: 3 clusters Score -2.386322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6020.088379
	Iteration 149Q: 3 clusters Score -2.386318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6020.088379
	Iteration 150Q: 3 clusters Score -2.386318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184659 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -23863174.000000 Penalty: 6020.088379
	Iteration 151Q: 3 clusters Score -2.386317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184676 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23863144.000000 Penalty: 6020.088379
	Iteration 152Q: 3 clusters Score -2.386314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184693 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -23863160.000000 Penalty: 6020.088379
	Iteration 153Q: 3 clusters Score -2.386316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -23863136.000000 Penalty: 6020.088379
	Iteration 154Q: 3 clusters Score -2.386314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184717 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -23863140.000000 Penalty: 6020.088379
	Iteration 155Q: 3 clusters Score -2.386314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23863118.000000 Penalty: 6020.088379
	Iteration 156Q: 3 clusters Score -2.386312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184735 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23863094.000000 Penalty: 6020.088379
	Iteration 157Q: 3 clusters Score -2.386309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184746 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -23863100.000000 Penalty: 6020.088379
	Iteration 158Q: 3 clusters Score -2.38631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184751 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -23863092.000000 Penalty: 6020.088379
	Iteration 159Q: 3 clusters Score -2.386309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184756 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -23863102.000000 Penalty: 6020.088379
	Iteration 160F: 3 clusters Score -2.38631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184764 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23863092.000000 Penalty: 6020.088379
	Iteration 161Q: 3 clusters Score -2.386309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23863098.000000 Penalty: 6020.088379
	Iteration 162Q: 3 clusters Score -2.38631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184770 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23863090.000000 Penalty: 6020.088379
	Iteration 163Q: 3 clusters Score -2.386309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184773 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -23863108.000000 Penalty: 6020.088379
	Iteration 164Q: 3 clusters Score -2.386311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184776 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -23863102.000000 Penalty: 6020.088379
	Iteration 165Q: 3 clusters Score -2.38631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184782 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -23863098.000000 Penalty: 6020.088379
	Iteration 166Q: 3 clusters Score -2.38631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184787 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -23863100.000000 Penalty: 6020.088379
	Iteration 167Q: 3 clusters Score -2.38631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184795 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23863106.000000 Penalty: 6020.088379
	Iteration 168Q: 3 clusters Score -2.386311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184798 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -23863100.000000 Penalty: 6020.088379
	Iteration 169Q: 3 clusters Score -2.38631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184801 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -23863108.000000 Penalty: 6020.088379
	Iteration 170Q: 3 clusters Score -2.386311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184804 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -23863096.000000 Penalty: 6020.088379
	Iteration 171Q: 3 clusters Score -2.38631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -23863090.000000 Penalty: 6020.088379
	Iteration 172Q: 3 clusters Score -2.386309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184806 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23863094.000000 Penalty: 6020.088379
	Iteration 173Q: 3 clusters Score -2.386309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23863096.000000 Penalty: 6020.088379
	Iteration 174Q: 3 clusters Score -2.38631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23863100.000000 Penalty: 6020.088379
	Iteration 175Q: 3 clusters Score -2.38631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184808 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -23863110.000000 Penalty: 6020.088379
	Iteration 176Q: 3 clusters Score -2.386311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184811 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -23863096.000000 Penalty: 6020.088379
	Iteration 177Q: 3 clusters Score -2.38631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -23863088.000000 Penalty: 6020.088379
	Iteration 178Q: 3 clusters Score -2.386309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184827 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23863084.000000 Penalty: 6020.088379
	Iteration 179Q: 3 clusters Score -2.386308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -23863068.000000 Penalty: 6020.088379
	Iteration 180F: 3 clusters Score -2.386307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23863084.000000 Penalty: 6020.088379
	Iteration 181Q: 3 clusters Score -2.386308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184847 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -23863068.000000 Penalty: 6020.088379
	Iteration 182Q: 3 clusters Score -2.386307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184852 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23863078.000000 Penalty: 6020.088379
	Iteration 183Q: 3 clusters Score -2.386308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184856 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23863068.000000 Penalty: 6020.088379
	Iteration 184Q: 3 clusters Score -2.386307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184860 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -23863072.000000 Penalty: 6020.088379
	Iteration 185Q: 3 clusters Score -2.386307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184864 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23863070.000000 Penalty: 6020.088379
	Iteration 186Q: 3 clusters Score -2.386307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184865 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23863084.000000 Penalty: 6020.088379
	Iteration 187Q: 3 clusters Score -2.386308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184867 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -23863060.000000 Penalty: 6020.088379
	Iteration 188Q: 3 clusters Score -2.386306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184869 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23863058.000000 Penalty: 6020.088379
	Iteration 189Q: 3 clusters Score -2.386306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184869 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23863058.000000 Penalty: 6020.088379
	Iteration 190F: 3 clusters Score -2.386306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (175264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Entering Unmasked Estep 
Score: -22430758.000000 Penalty: 2994.364258
	Iteration 0F: 2 clusters Score -2.243076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -22316208.000000 Penalty: 5988.728516
	Iteration 0F: 3 clusters Score -2.231621e+07 nChanged 84165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -22365066.000000 Penalty: 5988.728516
	Iteration 1F: 3 clusters Score -2.236507e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -22365790.000000 Penalty: 5988.728516
	Iteration 2Q: 3 clusters Score -2.236579e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -22366868.000000 Penalty: 5988.728516
	Iteration 3Q: 3 clusters Score -2.236687e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -22368440.000000 Penalty: 5988.728516
	Iteration 4Q: 3 clusters Score -2.236844e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -22370924.000000 Penalty: 5988.728516
	Iteration 5Q: 3 clusters Score -2.237092e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -22375676.000000 Penalty: 5988.728516
	Iteration 6F: 3 clusters Score -2.237568e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -22383870.000000 Penalty: 5988.728516
	Iteration 7F: 3 clusters Score -2.238387e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 132918 members 
Entering Unmasked Estep 
Score: -22396472.000000 Penalty: 5988.728516
	Iteration 8F: 3 clusters Score -2.239647e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 145496 members 
Entering Unmasked Estep 
Score: -22410994.000000 Penalty: 5988.728516
	Iteration 9F: 3 clusters Score -2.241099e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -22421946.000000 Penalty: 5988.728516
	Iteration 10F: 3 clusters Score -2.242195e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 157079 members 
Entering Unmasked Estep 
Score: -22426432.000000 Penalty: 5988.728516
	Iteration 11Q: 3 clusters Score -2.242643e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -22427678.000000 Penalty: 5988.728516
	Iteration 12Q: 3 clusters Score -2.242768e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 160948 members 
Entering Unmasked Estep 
Score: -22428360.000000 Penalty: 5988.728516
	Iteration 13Q: 3 clusters Score -2.242836e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -22428702.000000 Penalty: 5988.728516
	Iteration 14Q: 3 clusters Score -2.24287e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -22428860.000000 Penalty: 5988.728516
	Iteration 15Q: 3 clusters Score -2.242886e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -22429158.000000 Penalty: 5988.728516
	Iteration 16Q: 3 clusters Score -2.242916e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -22429234.000000 Penalty: 5988.728516
	Iteration 17Q: 3 clusters Score -2.242923e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -22429342.000000 Penalty: 5988.728516
	Iteration 18Q: 3 clusters Score -2.242934e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 168447 members 
Entering Unmasked Estep 
Score: -22429358.000000 Penalty: 5988.728516
	Iteration 19Q: 3 clusters Score -2.242936e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 169167 members 
Entering Unmasked Estep 
Score: -22429416.000000 Penalty: 5988.728516
	Iteration 20F: 3 clusters Score -2.242942e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -22429448.000000 Penalty: 5988.728516
	Iteration 21Q: 3 clusters Score -2.242945e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -22429330.000000 Penalty: 5988.728516
	Iteration 22Q: 3 clusters Score -2.242933e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -22429374.000000 Penalty: 5988.728516
	Iteration 23Q: 3 clusters Score -2.242937e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 171153 members 
Entering Unmasked Estep 
Score: -22429340.000000 Penalty: 5988.728516
	Iteration 24Q: 3 clusters Score -2.242934e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 171494 members 
Entering Unmasked Estep 
Score: -22429352.000000 Penalty: 5988.728516
	Iteration 25Q: 3 clusters Score -2.242935e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -22429328.000000 Penalty: 5988.728516
	Iteration 26Q: 3 clusters Score -2.242933e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 172032 members 
Entering Unmasked Estep 
Score: -22429306.000000 Penalty: 5988.728516
	Iteration 27Q: 3 clusters Score -2.242931e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -22429312.000000 Penalty: 5988.728516
	Iteration 28Q: 3 clusters Score -2.242931e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 172411 members 
Entering Unmasked Estep 
Score: -22429282.000000 Penalty: 5988.728516
	Iteration 29Q: 3 clusters Score -2.242928e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 172541 members 
Entering Unmasked Estep 
Score: -22429290.000000 Penalty: 5988.728516
	Iteration 30Q: 3 clusters Score -2.242929e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 172672 members 
Entering Unmasked Estep 
Score: -22429240.000000 Penalty: 5988.728516
	Iteration 31Q: 3 clusters Score -2.242924e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -22429232.000000 Penalty: 5988.728516
	Iteration 32Q: 3 clusters Score -2.242923e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -22429222.000000 Penalty: 5988.728516
	Iteration 33Q: 3 clusters Score -2.242922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -22429222.000000 Penalty: 5988.728516
	Iteration 34Q: 3 clusters Score -2.242922e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -22429220.000000 Penalty: 5988.728516
	Iteration 35Q: 3 clusters Score -2.242922e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -22429170.000000 Penalty: 5988.728516
	Iteration 36Q: 3 clusters Score -2.242917e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -22429122.000000 Penalty: 5988.728516
	Iteration 37Q: 3 clusters Score -2.242912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -22429116.000000 Penalty: 5988.728516
	Iteration 38Q: 3 clusters Score -2.242912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 173281 members 
Entering Unmasked Estep 
Score: -22429080.000000 Penalty: 5988.728516
	Iteration 39Q: 3 clusters Score -2.242908e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 173324 members 
Entering Unmasked Estep 
Score: -22429084.000000 Penalty: 5988.728516
	Iteration 40F: 3 clusters Score -2.242908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -22429056.000000 Penalty: 5988.728516
	Iteration 41Q: 3 clusters Score -2.242906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -22429070.000000 Penalty: 5988.728516
	Iteration 42Q: 3 clusters Score -2.242907e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -22429082.000000 Penalty: 5988.728516
	Iteration 43Q: 3 clusters Score -2.242908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -22429112.000000 Penalty: 5988.728516
	Iteration 44Q: 3 clusters Score -2.242911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 173478 members 
Entering Unmasked Estep 
Score: -22429102.000000 Penalty: 5988.728516
	Iteration 45Q: 3 clusters Score -2.24291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 173496 members 
Entering Unmasked Estep 
Score: -22429108.000000 Penalty: 5988.728516
	Iteration 46Q: 3 clusters Score -2.242911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -22429128.000000 Penalty: 5988.728516
	Iteration 47Q: 3 clusters Score -2.242913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -22429130.000000 Penalty: 5988.728516
	Iteration 48Q: 3 clusters Score -2.242913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 173536 members 
Entering Unmasked Estep 
Score: -22429120.000000 Penalty: 5988.728516
	Iteration 49Q: 3 clusters Score -2.242912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 173541 members 
Entering Unmasked Estep 
Score: -22429114.000000 Penalty: 5988.728516
	Iteration 50Q: 3 clusters Score -2.242911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -22429102.000000 Penalty: 5988.728516
	Iteration 51Q: 3 clusters Score -2.24291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 173553 members 
Entering Unmasked Estep 
Score: -22429084.000000 Penalty: 5988.728516
	Iteration 52Q: 3 clusters Score -2.242908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 173555 members 
Entering Unmasked Estep 
Score: -22429096.000000 Penalty: 5988.728516
	Iteration 53Q: 3 clusters Score -2.24291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -22429092.000000 Penalty: 5988.728516
	Iteration 54Q: 3 clusters Score -2.242909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -22429092.000000 Penalty: 5988.728516
	Iteration 55F: 3 clusters Score -2.242909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68903 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16306 members 
Mstep: Class 5 contains 50426 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59614 members 
Mstep: Class 9 contains 59273 members 
Mstep: Class 10 contains 58619 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54546 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186703 members 
Mstep: Class 21 contains 175264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278128.000000 Penalty: 67304.742188
Iteration 319Q: 21 clusters Score -9.827813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16309 members 
Mstep: Class 5 contains 50427 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 59277 members 
Mstep: Class 10 contains 58618 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54547 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186693 members 
Mstep: Class 21 contains 175264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278168.000000 Penalty: 67304.742188
Iteration 320F: 21 clusters Score -9.827817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16310 members 
Mstep: Class 5 contains 50431 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59616 members 
Mstep: Class 9 contains 59282 members 
Mstep: Class 10 contains 58620 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54546 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186679 members 
Mstep: Class 21 contains 175263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278104.000000 Penalty: 67304.742188
Iteration 321Q: 21 clusters Score -9.82781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68902 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16313 members 
Mstep: Class 5 contains 50436 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59617 members 
Mstep: Class 9 contains 59290 members 
Mstep: Class 10 contains 58622 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54542 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186663 members 
Mstep: Class 21 contains 175267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278200.000000 Penalty: 67304.742188
Iteration 322Q: 21 clusters Score -9.82782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16317 members 
Mstep: Class 5 contains 50440 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59615 members 
Mstep: Class 9 contains 59294 members 
Mstep: Class 10 contains 58625 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54541 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186651 members 
Mstep: Class 21 contains 175267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 67304.742188
Iteration 323Q: 21 clusters Score -9.827814e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 50443 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59615 members 
Mstep: Class 9 contains 59301 members 
Mstep: Class 10 contains 58629 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54538 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186640 members 
Mstep: Class 21 contains 175266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 324Q: 21 clusters Score -9.827818e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 50443 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 59308 members 
Mstep: Class 10 contains 58632 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54531 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186636 members 
Mstep: Class 21 contains 175272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278120.000000 Penalty: 67304.742188
Iteration 325Q: 21 clusters Score -9.827812e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 50444 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59610 members 
Mstep: Class 9 contains 59309 members 
Mstep: Class 10 contains 58632 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54531 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186635 members 
Mstep: Class 21 contains 175270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278112.000000 Penalty: 67304.742188
Iteration 326Q: 21 clusters Score -9.827811e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16327 members 
Mstep: Class 5 contains 50444 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59609 members 
Mstep: Class 9 contains 59311 members 
Mstep: Class 10 contains 58634 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54526 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186632 members 
Mstep: Class 21 contains 175271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278208.000000 Penalty: 67304.742188
Iteration 327Q: 21 clusters Score -9.827821e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68903 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50444 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59607 members 
Mstep: Class 9 contains 59313 members 
Mstep: Class 10 contains 58635 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54522 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186628 members 
Mstep: Class 21 contains 175274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 328Q: 21 clusters Score -9.827818e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50441 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 59315 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54523 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186621 members 
Mstep: Class 21 contains 175283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 329Q: 21 clusters Score -9.827818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68899 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59606 members 
Mstep: Class 9 contains 59319 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54528 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186616 members 
Mstep: Class 21 contains 175283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278168.000000 Penalty: 67304.742188
Iteration 330Q: 21 clusters Score -9.827817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68899 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59603 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58635 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186617 members 
Mstep: Class 21 contains 175280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 67304.742188
Iteration 331Q: 21 clusters Score -9.827814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68899 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50439 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59322 members 
Mstep: Class 10 contains 58635 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54533 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186617 members 
Mstep: Class 21 contains 175279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 332Q: 21 clusters Score -9.827818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59322 members 
Mstep: Class 10 contains 58635 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54533 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11880 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186621 members 
Mstep: Class 21 contains 175279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 67304.742188
Iteration 333Q: 21 clusters Score -9.827822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59322 members 
Mstep: Class 10 contains 58635 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54534 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186621 members 
Mstep: Class 21 contains 175277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278184.000000 Penalty: 67304.742188
Iteration 334Q: 21 clusters Score -9.827818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 50437 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59323 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54535 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186619 members 
Mstep: Class 21 contains 175277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 67304.742188
Iteration 335Q: 21 clusters Score -9.827822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16331 members 
Mstep: Class 5 contains 50437 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59324 members 
Mstep: Class 10 contains 58637 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54534 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186617 members 
Mstep: Class 21 contains 175277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278248.000000 Penalty: 67304.742188
Iteration 336Q: 21 clusters Score -9.827825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50437 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59322 members 
Mstep: Class 10 contains 58638 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54533 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186615 members 
Mstep: Class 21 contains 175280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278232.000000 Penalty: 67304.742188
Iteration 337Q: 21 clusters Score -9.827823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59600 members 
Mstep: Class 9 contains 59322 members 
Mstep: Class 10 contains 58638 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186615 members 
Mstep: Class 21 contains 175281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278224.000000 Penalty: 67304.742188
Iteration 338Q: 21 clusters Score -9.827822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58638 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186614 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278264.000000 Penalty: 67304.742188
Iteration 339Q: 21 clusters Score -9.827826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58639 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186612 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 67304.742188
Iteration 340F: 21 clusters Score -9.827828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58640 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54533 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186609 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 67304.742188
Iteration 341Q: 21 clusters Score -9.827828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58640 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186609 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 67304.742188
Iteration 342Q: 21 clusters Score -9.827828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58640 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 20 contains 186609 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278280.000000 Penalty: 67304.742188
Iteration 343F: 21 clusters Score -9.827828e+07 nChanged 0
Entering ConstructFrom: 
Score: -98278280.000000 Penalty: 67304.742188
Entering ConstructFrom: 
Trying to split cluster 1 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -899349.812500 Penalty: 2206.794678
	Iteration 0F: 2 clusters Score -899349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -893444.062500 Penalty: 4413.589355
	Iteration 0F: 3 clusters Score -893444.1 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -895146.875000 Penalty: 4413.589355
	Iteration 1F: 3 clusters Score -895146.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -895582.500000 Penalty: 4413.589355
	Iteration 2F: 3 clusters Score -895582.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -895993.750000 Penalty: 4413.589355
	Iteration 3F: 3 clusters Score -895993.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -896323.375000 Penalty: 4413.589355
	Iteration 4F: 3 clusters Score -896323.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -896559.625000 Penalty: 4413.589355
	Iteration 5F: 3 clusters Score -896559.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -896778.937500 Penalty: 4413.589355
	Iteration 6Q: 3 clusters Score -896778.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -896960.562500 Penalty: 4413.589355
	Iteration 7Q: 3 clusters Score -896960.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -897125.437500 Penalty: 4413.589355
	Iteration 8Q: 3 clusters Score -897125.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -897289.562500 Penalty: 4413.589355
	Iteration 9Q: 3 clusters Score -897289.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -897444.125000 Penalty: 4413.589355
	Iteration 10Q: 3 clusters Score -897444.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -897568.312500 Penalty: 4413.589355
	Iteration 11Q: 3 clusters Score -897568.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -897671.437500 Penalty: 4413.589355
	Iteration 12Q: 3 clusters Score -897671.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -897760.812500 Penalty: 4413.589355
	Iteration 13Q: 3 clusters Score -897760.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -897838.812500 Penalty: 4413.589355
	Iteration 14Q: 3 clusters Score -897838.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -897901.000000 Penalty: 4413.589355
	Iteration 15Q: 3 clusters Score -897901 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -897956.125000 Penalty: 4413.589355
	Iteration 16Q: 3 clusters Score -897956.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -897999.062500 Penalty: 4413.589355
	Iteration 17Q: 3 clusters Score -897999.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -898041.437500 Penalty: 4413.589355
	Iteration 18Q: 3 clusters Score -898041.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -898075.187500 Penalty: 4413.589355
	Iteration 19Q: 3 clusters Score -898075.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -898101.875000 Penalty: 4413.589355
	Iteration 20F: 3 clusters Score -898101.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -898123.562500 Penalty: 4413.589355
	Iteration 21Q: 3 clusters Score -898123.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -898147.625000 Penalty: 4413.589355
	Iteration 22Q: 3 clusters Score -898147.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -898168.000000 Penalty: 4413.589355
	Iteration 23Q: 3 clusters Score -898168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -898188.937500 Penalty: 4413.589355
	Iteration 24Q: 3 clusters Score -898188.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -898199.250000 Penalty: 4413.589355
	Iteration 25Q: 3 clusters Score -898199.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -898209.937500 Penalty: 4413.589355
	Iteration 26Q: 3 clusters Score -898209.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -898225.625000 Penalty: 4413.589355
	Iteration 27Q: 3 clusters Score -898225.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -898231.562500 Penalty: 4413.589355
	Iteration 28Q: 3 clusters Score -898231.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -898239.437500 Penalty: 4413.589355
	Iteration 29Q: 3 clusters Score -898239.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -898250.750000 Penalty: 4413.589355
	Iteration 30Q: 3 clusters Score -898250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -898258.562500 Penalty: 4413.589355
	Iteration 31Q: 3 clusters Score -898258.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -898265.812500 Penalty: 4413.589355
	Iteration 32Q: 3 clusters Score -898265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -898272.625000 Penalty: 4413.589355
	Iteration 33Q: 3 clusters Score -898272.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -898275.562500 Penalty: 4413.589355
	Iteration 34Q: 3 clusters Score -898275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -898283.125000 Penalty: 4413.589355
	Iteration 35Q: 3 clusters Score -898283.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -898288.750000 Penalty: 4413.589355
	Iteration 36Q: 3 clusters Score -898288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -898293.500000 Penalty: 4413.589355
	Iteration 37Q: 3 clusters Score -898293.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -898298.750000 Penalty: 4413.589355
	Iteration 38Q: 3 clusters Score -898298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -898300.562500 Penalty: 4413.589355
	Iteration 39Q: 3 clusters Score -898300.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -898306.000000 Penalty: 4413.589355
	Iteration 40F: 3 clusters Score -898306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -898311.062500 Penalty: 4413.589355
	Iteration 41Q: 3 clusters Score -898311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -898310.875000 Penalty: 4413.589355
	Iteration 42Q: 3 clusters Score -898310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -898310.500000 Penalty: 4413.589355
	Iteration 43Q: 3 clusters Score -898310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -898311.187500 Penalty: 4413.589355
	Iteration 44Q: 3 clusters Score -898311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -898313.875000 Penalty: 4413.589355
	Iteration 45Q: 3 clusters Score -898313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -898313.500000 Penalty: 4413.589355
	Iteration 46Q: 3 clusters Score -898313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -898314.875000 Penalty: 4413.589355
	Iteration 47Q: 3 clusters Score -898314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -898315.125000 Penalty: 4413.589355
	Iteration 48Q: 3 clusters Score -898315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -898318.562500 Penalty: 4413.589355
	Iteration 49Q: 3 clusters Score -898318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -898319.875000 Penalty: 4413.589355
	Iteration 50Q: 3 clusters Score -898319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -898320.000000 Penalty: 4413.589355
	Iteration 51Q: 3 clusters Score -898320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -898319.875000 Penalty: 4413.589355
	Iteration 52Q: 3 clusters Score -898319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -898319.875000 Penalty: 4413.589355
	Iteration 53F: 3 clusters Score -898319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Entering Unmasked Estep 
Score: -8620353.000000 Penalty: 2762.811035
	Iteration 0F: 2 clusters Score -8620353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -8574187.000000 Penalty: 5525.622070
	Iteration 0F: 3 clusters Score -8574187 nChanged 32166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -8591931.000000 Penalty: 5525.622070
	Iteration 1F: 3 clusters Score -8591931 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8592353.000000 Penalty: 5525.622070
	Iteration 2Q: 3 clusters Score -8592353 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -8592702.000000 Penalty: 5525.622070
	Iteration 3Q: 3 clusters Score -8592702 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -8593016.000000 Penalty: 5525.622070
	Iteration 4Q: 3 clusters Score -8593016 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -8593248.000000 Penalty: 5525.622070
	Iteration 5Q: 3 clusters Score -8593248 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8593472.000000 Penalty: 5525.622070
	Iteration 6Q: 3 clusters Score -8593472 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -8593726.000000 Penalty: 5525.622070
	Iteration 7Q: 3 clusters Score -8593726 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8593962.000000 Penalty: 5525.622070
	Iteration 8Q: 3 clusters Score -8593962 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -8594127.000000 Penalty: 5525.622070
	Iteration 9Q: 3 clusters Score -8594127 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -8594378.000000 Penalty: 5525.622070
	Iteration 10Q: 3 clusters Score -8594378 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -8594706.000000 Penalty: 5525.622070
	Iteration 11Q: 3 clusters Score -8594706 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8595155.000000 Penalty: 5525.622070
	Iteration 12Q: 3 clusters Score -8595155 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -8595927.000000 Penalty: 5525.622070
	Iteration 13Q: 3 clusters Score -8595927 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8597331.000000 Penalty: 5525.622070
	Iteration 14Q: 3 clusters Score -8597331 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -8599946.000000 Penalty: 5525.622070
	Iteration 15F: 3 clusters Score -8599946 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -8604039.000000 Penalty: 5525.622070
	Iteration 16F: 3 clusters Score -8604039 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8609091.000000 Penalty: 5525.622070
	Iteration 17F: 3 clusters Score -8609091 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -8613544.000000 Penalty: 5525.622070
	Iteration 18F: 3 clusters Score -8613544 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8616098.000000 Penalty: 5525.622070
	Iteration 19Q: 3 clusters Score -8616098 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -8617158.000000 Penalty: 5525.622070
	Iteration 20F: 3 clusters Score -8617158 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -8617583.000000 Penalty: 5525.622070
	Iteration 21Q: 3 clusters Score -8617583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -8617755.000000 Penalty: 5525.622070
	Iteration 22Q: 3 clusters Score -8617755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -8617824.000000 Penalty: 5525.622070
	Iteration 23Q: 3 clusters Score -8617824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -8617882.000000 Penalty: 5525.622070
	Iteration 24Q: 3 clusters Score -8617882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -8617907.000000 Penalty: 5525.622070
	Iteration 25Q: 3 clusters Score -8617907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -8617927.000000 Penalty: 5525.622070
	Iteration 26Q: 3 clusters Score -8617927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -8617932.000000 Penalty: 5525.622070
	Iteration 27Q: 3 clusters Score -8617932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -8617947.000000 Penalty: 5525.622070
	Iteration 28Q: 3 clusters Score -8617947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -8617957.000000 Penalty: 5525.622070
	Iteration 29Q: 3 clusters Score -8617957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -8617965.000000 Penalty: 5525.622070
	Iteration 30Q: 3 clusters Score -8617965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -8617970.000000 Penalty: 5525.622070
	Iteration 31Q: 3 clusters Score -8617970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -8617972.000000 Penalty: 5525.622070
	Iteration 32Q: 3 clusters Score -8617972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -8617976.000000 Penalty: 5525.622070
	Iteration 33Q: 3 clusters Score -8617976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -8617979.000000 Penalty: 5525.622070
	Iteration 34Q: 3 clusters Score -8617979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -8617979.000000 Penalty: 5525.622070
	Iteration 35F: 3 clusters Score -8617979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -37602.609375 Penalty: 1471.853760
	Iteration 0F: 2 clusters Score -37602.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36251.378906 Penalty: 2943.707520
	Iteration 0F: 3 clusters Score -36251.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36487.812500 Penalty: 2943.707520
	Iteration 1F: 3 clusters Score -36487.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36595.121094 Penalty: 2943.707520
	Iteration 2F: 3 clusters Score -36595.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36658.316406 Penalty: 2943.707520
	Iteration 3Q: 3 clusters Score -36658.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36668.988281 Penalty: 2943.707520
	Iteration 4Q: 3 clusters Score -36668.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36675.203125 Penalty: 2943.707520
	Iteration 5Q: 3 clusters Score -36675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36679.554688 Penalty: 2943.707520
	Iteration 6Q: 3 clusters Score -36679.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36681.007812 Penalty: 2943.707520
	Iteration 7Q: 3 clusters Score -36681.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36681.007812 Penalty: 2943.707520
	Iteration 8F: 3 clusters Score -36681.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Entering Unmasked Estep 
Score: -2123874.000000 Penalty: 2405.818848
	Iteration 0F: 2 clusters Score -2123874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2112220.500000 Penalty: 4811.637695
	Iteration 0F: 3 clusters Score -2112220 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2115774.750000 Penalty: 4811.637695
	Iteration 1F: 3 clusters Score -2115775 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2116077.250000 Penalty: 4811.637695
	Iteration 2F: 3 clusters Score -2116077 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2116307.000000 Penalty: 4811.637695
	Iteration 3Q: 3 clusters Score -2116307 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2116493.000000 Penalty: 4811.637695
	Iteration 4Q: 3 clusters Score -2116493 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2116647.750000 Penalty: 4811.637695
	Iteration 5Q: 3 clusters Score -2116648 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2116801.750000 Penalty: 4811.637695
	Iteration 6Q: 3 clusters Score -2116802 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2116931.250000 Penalty: 4811.637695
	Iteration 7Q: 3 clusters Score -2116931 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2117042.250000 Penalty: 4811.637695
	Iteration 8Q: 3 clusters Score -2117042 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2117182.000000 Penalty: 4811.637695
	Iteration 9Q: 3 clusters Score -2117182 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2117318.250000 Penalty: 4811.637695
	Iteration 10Q: 3 clusters Score -2117318 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2117486.000000 Penalty: 4811.637695
	Iteration 11Q: 3 clusters Score -2117486 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2117695.500000 Penalty: 4811.637695
	Iteration 12Q: 3 clusters Score -2117696 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2118027.250000 Penalty: 4811.637695
	Iteration 13Q: 3 clusters Score -2118027 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2118481.000000 Penalty: 4811.637695
	Iteration 14Q: 3 clusters Score -2118481 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2119061.500000 Penalty: 4811.637695
	Iteration 15Q: 3 clusters Score -2119062 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2119643.250000 Penalty: 4811.637695
	Iteration 16Q: 3 clusters Score -2119643 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2120124.250000 Penalty: 4811.637695
	Iteration 17Q: 3 clusters Score -2120124 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2120468.500000 Penalty: 4811.637695
	Iteration 18Q: 3 clusters Score -2120468 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2120721.750000 Penalty: 4811.637695
	Iteration 19Q: 3 clusters Score -2120722 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2120899.000000 Penalty: 4811.637695
	Iteration 20F: 3 clusters Score -2120899 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2121043.250000 Penalty: 4811.637695
	Iteration 21Q: 3 clusters Score -2121043 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2121141.000000 Penalty: 4811.637695
	Iteration 22Q: 3 clusters Score -2121141 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2121210.250000 Penalty: 4811.637695
	Iteration 23Q: 3 clusters Score -2121210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2121281.250000 Penalty: 4811.637695
	Iteration 24Q: 3 clusters Score -2121281 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2121327.250000 Penalty: 4811.637695
	Iteration 25Q: 3 clusters Score -2121327 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2121374.000000 Penalty: 4811.637695
	Iteration 26Q: 3 clusters Score -2121374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2121408.500000 Penalty: 4811.637695
	Iteration 27Q: 3 clusters Score -2121408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2121456.750000 Penalty: 4811.637695
	Iteration 28Q: 3 clusters Score -2121457 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2121495.000000 Penalty: 4811.637695
	Iteration 29Q: 3 clusters Score -2121495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2121529.250000 Penalty: 4811.637695
	Iteration 30Q: 3 clusters Score -2121529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2121561.750000 Penalty: 4811.637695
	Iteration 31Q: 3 clusters Score -2121562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2121595.500000 Penalty: 4811.637695
	Iteration 32Q: 3 clusters Score -2121596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2121617.000000 Penalty: 4811.637695
	Iteration 33Q: 3 clusters Score -2121617 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2121634.250000 Penalty: 4811.637695
	Iteration 34Q: 3 clusters Score -2121634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2121645.250000 Penalty: 4811.637695
	Iteration 35Q: 3 clusters Score -2121645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2121655.750000 Penalty: 4811.637695
	Iteration 36Q: 3 clusters Score -2121656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2121666.750000 Penalty: 4811.637695
	Iteration 37Q: 3 clusters Score -2121667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2121672.250000 Penalty: 4811.637695
	Iteration 38Q: 3 clusters Score -2121672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2121680.250000 Penalty: 4811.637695
	Iteration 39Q: 3 clusters Score -2121680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2121694.250000 Penalty: 4811.637695
	Iteration 40F: 3 clusters Score -2121694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2121696.250000 Penalty: 4811.637695
	Iteration 41Q: 3 clusters Score -2121696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2121712.000000 Penalty: 4811.637695
	Iteration 42Q: 3 clusters Score -2121712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2121715.250000 Penalty: 4811.637695
	Iteration 43Q: 3 clusters Score -2121715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2121730.250000 Penalty: 4811.637695
	Iteration 44Q: 3 clusters Score -2121730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2121734.500000 Penalty: 4811.637695
	Iteration 45Q: 3 clusters Score -2121734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2121742.000000 Penalty: 4811.637695
	Iteration 46Q: 3 clusters Score -2121742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2121748.500000 Penalty: 4811.637695
	Iteration 47Q: 3 clusters Score -2121748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2121753.500000 Penalty: 4811.637695
	Iteration 48Q: 3 clusters Score -2121754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2121755.750000 Penalty: 4811.637695
	Iteration 49Q: 3 clusters Score -2121756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2121756.500000 Penalty: 4811.637695
	Iteration 50Q: 3 clusters Score -2121756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2121757.000000 Penalty: 4811.637695
	Iteration 51Q: 3 clusters Score -2121757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2121765.000000 Penalty: 4811.637695
	Iteration 52Q: 3 clusters Score -2121765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2121767.250000 Penalty: 4811.637695
	Iteration 53Q: 3 clusters Score -2121767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2121777.250000 Penalty: 4811.637695
	Iteration 54Q: 3 clusters Score -2121777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2121779.500000 Penalty: 4811.637695
	Iteration 55Q: 3 clusters Score -2121780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2121786.500000 Penalty: 4811.637695
	Iteration 56Q: 3 clusters Score -2121786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2121787.750000 Penalty: 4811.637695
	Iteration 57Q: 3 clusters Score -2121788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2121793.750000 Penalty: 4811.637695
	Iteration 58Q: 3 clusters Score -2121794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2121799.250000 Penalty: 4811.637695
	Iteration 59Q: 3 clusters Score -2121799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2121794.750000 Penalty: 4811.637695
	Iteration 60F: 3 clusters Score -2121795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2121801.250000 Penalty: 4811.637695
	Iteration 61Q: 3 clusters Score -2121801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2121802.500000 Penalty: 4811.637695
	Iteration 62Q: 3 clusters Score -2121802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2121802.750000 Penalty: 4811.637695
	Iteration 63Q: 3 clusters Score -2121803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2121810.500000 Penalty: 4811.637695
	Iteration 64Q: 3 clusters Score -2121810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2121813.500000 Penalty: 4811.637695
	Iteration 65Q: 3 clusters Score -2121814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2121811.750000 Penalty: 4811.637695
	Iteration 66Q: 3 clusters Score -2121812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2121813.000000 Penalty: 4811.637695
	Iteration 67Q: 3 clusters Score -2121813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2121810.500000 Penalty: 4811.637695
	Iteration 68Q: 3 clusters Score -2121810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2121814.000000 Penalty: 4811.637695
	Iteration 69Q: 3 clusters Score -2121814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2121812.750000 Penalty: 4811.637695
	Iteration 70Q: 3 clusters Score -2121813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2121810.750000 Penalty: 4811.637695
	Iteration 71Q: 3 clusters Score -2121811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2121808.750000 Penalty: 4811.637695
	Iteration 72Q: 3 clusters Score -2121809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2121810.250000 Penalty: 4811.637695
	Iteration 73Q: 3 clusters Score -2121810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2121810.250000 Penalty: 4811.637695
	Iteration 74F: 3 clusters Score -2121810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Entering Unmasked Estep 
Score: -6525432.500000 Penalty: 2685.468018
	Iteration 0F: 2 clusters Score -6525432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6491514.000000 Penalty: 5370.936035
	Iteration 0F: 3 clusters Score -6491514 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -6504450.000000 Penalty: 5370.936035
	Iteration 1F: 3 clusters Score -6504450 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6505083.500000 Penalty: 5370.936035
	Iteration 2Q: 3 clusters Score -6505084 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -6505879.000000 Penalty: 5370.936035
	Iteration 3Q: 3 clusters Score -6505879 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -6506640.500000 Penalty: 5370.936035
	Iteration 4Q: 3 clusters Score -6506640 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6507454.500000 Penalty: 5370.936035
	Iteration 5Q: 3 clusters Score -6507454 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6508526.500000 Penalty: 5370.936035
	Iteration 6Q: 3 clusters Score -6508526 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6509974.000000 Penalty: 5370.936035
	Iteration 7Q: 3 clusters Score -6509974 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6512036.000000 Penalty: 5370.936035
	Iteration 8F: 3 clusters Score -6512036 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -6514441.500000 Penalty: 5370.936035
	Iteration 9F: 3 clusters Score -6514442 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6516387.500000 Penalty: 5370.936035
	Iteration 10F: 3 clusters Score -6516388 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -6517229.000000 Penalty: 5370.936035
	Iteration 11Q: 3 clusters Score -6517229 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -6517616.000000 Penalty: 5370.936035
	Iteration 12Q: 3 clusters Score -6517616 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6517790.000000 Penalty: 5370.936035
	Iteration 13Q: 3 clusters Score -6517790 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6517944.500000 Penalty: 5370.936035
	Iteration 14Q: 3 clusters Score -6517944 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -6518089.500000 Penalty: 5370.936035
	Iteration 15Q: 3 clusters Score -6518090 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -6518218.000000 Penalty: 5370.936035
	Iteration 16Q: 3 clusters Score -6518218 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -6518368.000000 Penalty: 5370.936035
	Iteration 17Q: 3 clusters Score -6518368 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6518481.000000 Penalty: 5370.936035
	Iteration 18Q: 3 clusters Score -6518481 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -6518532.000000 Penalty: 5370.936035
	Iteration 19Q: 3 clusters Score -6518532 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -6518679.500000 Penalty: 5370.936035
	Iteration 20F: 3 clusters Score -6518680 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6518807.500000 Penalty: 5370.936035
	Iteration 21Q: 3 clusters Score -6518808 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -6518912.000000 Penalty: 5370.936035
	Iteration 22Q: 3 clusters Score -6518912 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -6519022.000000 Penalty: 5370.936035
	Iteration 23Q: 3 clusters Score -6519022 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -6519129.500000 Penalty: 5370.936035
	Iteration 24Q: 3 clusters Score -6519130 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -6519242.000000 Penalty: 5370.936035
	Iteration 25Q: 3 clusters Score -6519242 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -6519361.500000 Penalty: 5370.936035
	Iteration 26Q: 3 clusters Score -6519362 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -6519495.000000 Penalty: 5370.936035
	Iteration 27Q: 3 clusters Score -6519495 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6519635.500000 Penalty: 5370.936035
	Iteration 28Q: 3 clusters Score -6519636 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -6519778.000000 Penalty: 5370.936035
	Iteration 29Q: 3 clusters Score -6519778 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -6519930.500000 Penalty: 5370.936035
	Iteration 30Q: 3 clusters Score -6519930 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -6520056.000000 Penalty: 5370.936035
	Iteration 31Q: 3 clusters Score -6520056 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -6520200.500000 Penalty: 5370.936035
	Iteration 32Q: 3 clusters Score -6520200 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -6520271.500000 Penalty: 5370.936035
	Iteration 33Q: 3 clusters Score -6520272 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -6520415.000000 Penalty: 5370.936035
	Iteration 34Q: 3 clusters Score -6520415 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -6520614.500000 Penalty: 5370.936035
	Iteration 35Q: 3 clusters Score -6520614 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -6520750.500000 Penalty: 5370.936035
	Iteration 36Q: 3 clusters Score -6520750 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -6520908.000000 Penalty: 5370.936035
	Iteration 37Q: 3 clusters Score -6520908 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -6521041.000000 Penalty: 5370.936035
	Iteration 38Q: 3 clusters Score -6521041 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -6521186.500000 Penalty: 5370.936035
	Iteration 39Q: 3 clusters Score -6521186 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -6521376.500000 Penalty: 5370.936035
	Iteration 40F: 3 clusters Score -6521376 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -6521531.500000 Penalty: 5370.936035
	Iteration 41Q: 3 clusters Score -6521532 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -6521672.500000 Penalty: 5370.936035
	Iteration 42Q: 3 clusters Score -6521672 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -6521802.000000 Penalty: 5370.936035
	Iteration 43Q: 3 clusters Score -6521802 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -6521949.500000 Penalty: 5370.936035
	Iteration 44Q: 3 clusters Score -6521950 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -6522104.000000 Penalty: 5370.936035
	Iteration 45Q: 3 clusters Score -6522104 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -6522241.500000 Penalty: 5370.936035
	Iteration 46Q: 3 clusters Score -6522242 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -6522366.000000 Penalty: 5370.936035
	Iteration 47Q: 3 clusters Score -6522366 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6522430.500000 Penalty: 5370.936035
	Iteration 48Q: 3 clusters Score -6522430 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -6522534.000000 Penalty: 5370.936035
	Iteration 49Q: 3 clusters Score -6522534 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -6522623.000000 Penalty: 5370.936035
	Iteration 50Q: 3 clusters Score -6522623 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6522698.000000 Penalty: 5370.936035
	Iteration 51Q: 3 clusters Score -6522698 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6522753.500000 Penalty: 5370.936035
	Iteration 52Q: 3 clusters Score -6522754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -6522801.000000 Penalty: 5370.936035
	Iteration 53Q: 3 clusters Score -6522801 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6522832.500000 Penalty: 5370.936035
	Iteration 54Q: 3 clusters Score -6522832 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -6522866.000000 Penalty: 5370.936035
	Iteration 55Q: 3 clusters Score -6522866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6522908.500000 Penalty: 5370.936035
	Iteration 56Q: 3 clusters Score -6522908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6522974.500000 Penalty: 5370.936035
	Iteration 57Q: 3 clusters Score -6522974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -6523016.000000 Penalty: 5370.936035
	Iteration 58Q: 3 clusters Score -6523016 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6523032.500000 Penalty: 5370.936035
	Iteration 59Q: 3 clusters Score -6523032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -6523068.000000 Penalty: 5370.936035
	Iteration 60F: 3 clusters Score -6523068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -6523081.000000 Penalty: 5370.936035
	Iteration 61Q: 3 clusters Score -6523081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6523112.000000 Penalty: 5370.936035
	Iteration 62Q: 3 clusters Score -6523112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -6523115.500000 Penalty: 5370.936035
	Iteration 63Q: 3 clusters Score -6523116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -6523120.500000 Penalty: 5370.936035
	Iteration 64Q: 3 clusters Score -6523120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -6523133.000000 Penalty: 5370.936035
	Iteration 65Q: 3 clusters Score -6523133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -6523131.500000 Penalty: 5370.936035
	Iteration 66Q: 3 clusters Score -6523132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -6523151.000000 Penalty: 5370.936035
	Iteration 67Q: 3 clusters Score -6523151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -6523157.500000 Penalty: 5370.936035
	Iteration 68Q: 3 clusters Score -6523158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -6523183.500000 Penalty: 5370.936035
	Iteration 69Q: 3 clusters Score -6523184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -6523190.000000 Penalty: 5370.936035
	Iteration 70Q: 3 clusters Score -6523190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6523201.000000 Penalty: 5370.936035
	Iteration 71Q: 3 clusters Score -6523201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6523203.500000 Penalty: 5370.936035
	Iteration 72Q: 3 clusters Score -6523204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -6523216.500000 Penalty: 5370.936035
	Iteration 73Q: 3 clusters Score -6523216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6523206.000000 Penalty: 5370.936035
	Iteration 74Q: 3 clusters Score -6523206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6523218.000000 Penalty: 5370.936035
	Iteration 75Q: 3 clusters Score -6523218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -6523220.500000 Penalty: 5370.936035
	Iteration 76Q: 3 clusters Score -6523220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6523234.500000 Penalty: 5370.936035
	Iteration 77Q: 3 clusters Score -6523234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -6523236.000000 Penalty: 5370.936035
	Iteration 78Q: 3 clusters Score -6523236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -6523232.500000 Penalty: 5370.936035
	Iteration 79Q: 3 clusters Score -6523232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -6523235.500000 Penalty: 5370.936035
	Iteration 80F: 3 clusters Score -6523236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6523237.000000 Penalty: 5370.936035
	Iteration 81Q: 3 clusters Score -6523237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -6523226.000000 Penalty: 5370.936035
	Iteration 82Q: 3 clusters Score -6523226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -6523243.000000 Penalty: 5370.936035
	Iteration 83Q: 3 clusters Score -6523243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -6523249.000000 Penalty: 5370.936035
	Iteration 84Q: 3 clusters Score -6523249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6523262.000000 Penalty: 5370.936035
	Iteration 85Q: 3 clusters Score -6523262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6523266.000000 Penalty: 5370.936035
	Iteration 86Q: 3 clusters Score -6523266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -6523270.500000 Penalty: 5370.936035
	Iteration 87Q: 3 clusters Score -6523270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6523270.000000 Penalty: 5370.936035
	Iteration 88Q: 3 clusters Score -6523270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -6523257.000000 Penalty: 5370.936035
	Iteration 89Q: 3 clusters Score -6523257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6523265.000000 Penalty: 5370.936035
	Iteration 90Q: 3 clusters Score -6523265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6523273.000000 Penalty: 5370.936035
	Iteration 91Q: 3 clusters Score -6523273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6523278.000000 Penalty: 5370.936035
	Iteration 92Q: 3 clusters Score -6523278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6523285.000000 Penalty: 5370.936035
	Iteration 93Q: 3 clusters Score -6523285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -6523287.000000 Penalty: 5370.936035
	Iteration 94Q: 3 clusters Score -6523287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -6523282.500000 Penalty: 5370.936035
	Iteration 95Q: 3 clusters Score -6523282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6523288.500000 Penalty: 5370.936035
	Iteration 96Q: 3 clusters Score -6523288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -6523289.500000 Penalty: 5370.936035
	Iteration 97Q: 3 clusters Score -6523290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6523295.000000 Penalty: 5370.936035
	Iteration 98Q: 3 clusters Score -6523295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6523288.500000 Penalty: 5370.936035
	Iteration 99Q: 3 clusters Score -6523288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -6523295.500000 Penalty: 5370.936035
	Iteration 100F: 3 clusters Score -6523296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -6523294.000000 Penalty: 5370.936035
	Iteration 101Q: 3 clusters Score -6523294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -6523299.000000 Penalty: 5370.936035
	Iteration 102Q: 3 clusters Score -6523299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -6523299.500000 Penalty: 5370.936035
	Iteration 103Q: 3 clusters Score -6523300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -6523292.000000 Penalty: 5370.936035
	Iteration 104Q: 3 clusters Score -6523292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -6523290.500000 Penalty: 5370.936035
	Iteration 105Q: 3 clusters Score -6523290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -6523298.500000 Penalty: 5370.936035
	Iteration 106Q: 3 clusters Score -6523298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -6523289.000000 Penalty: 5370.936035
	Iteration 107Q: 3 clusters Score -6523289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6523305.000000 Penalty: 5370.936035
	Iteration 108Q: 3 clusters Score -6523305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -6523302.000000 Penalty: 5370.936035
	Iteration 109Q: 3 clusters Score -6523302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6523302.000000 Penalty: 5370.936035
	Iteration 110Q: 3 clusters Score -6523302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -6523306.000000 Penalty: 5370.936035
	Iteration 111Q: 3 clusters Score -6523306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -6523306.000000 Penalty: 5370.936035
	Iteration 112F: 3 clusters Score -6523306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -59510.968750 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -59510.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57990.062500 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -57990.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58125.371094 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -58125.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58157.921875 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -58157.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58177.125000 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -58177.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58191.148438 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -58191.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58199.855469 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -58199.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58205.871094 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -58205.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58214.292969 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -58214.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58225.570312 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -58225.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58226.921875 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -58226.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58226.921875 Penalty: 3078.461670
	Iteration 10F: 3 clusters Score -58226.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -112377.585938 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -112377.6 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 552 members 
Entering Unmasked Estep 
Score: -110480.921875 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -110480.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111040.734375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -111040.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111486.078125 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -111486.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111849.867188 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -111849.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112085.531250 Penalty: 3444.745361
	Iteration 4F: 3 clusters Score -112085.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112244.328125 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -112244.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112340.320312 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -112340.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112398.015625 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -112398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112449.515625 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -112449.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112477.882812 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -112477.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112496.531250 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -112496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112516.679688 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -112516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112536.773438 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -112536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112554.304688 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -112554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112559.281250 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -112559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112560.578125 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -112560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112561.960938 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -112562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112567.750000 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -112567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112573.875000 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -112573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112579.507812 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -112579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112582.750000 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -112582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112587.890625 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -112587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112593.914062 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -112593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112595.398438 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -112595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112595.398438 Penalty: 3444.745361
	Iteration 24F: 3 clusters Score -112595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58640 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 367 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 186609 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
Score: -98276680.000000 Penalty: 70669.984375
Splitting cluster 7 changes total score from -98278280.000000 to -98276680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (59601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Entering Unmasked Estep 
Score: -7687583.000000 Penalty: 2726.866211
	Iteration 0F: 2 clusters Score -7687583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -7647656.500000 Penalty: 5453.732422
	Iteration 0F: 3 clusters Score -7647656 nChanged 27566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -7662733.500000 Penalty: 5453.732422
	Iteration 1F: 3 clusters Score -7662734 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7663283.000000 Penalty: 5453.732422
	Iteration 2Q: 3 clusters Score -7663283 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -7663704.500000 Penalty: 5453.732422
	Iteration 3Q: 3 clusters Score -7663704 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7664195.500000 Penalty: 5453.732422
	Iteration 4Q: 3 clusters Score -7664196 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -7664682.500000 Penalty: 5453.732422
	Iteration 5Q: 3 clusters Score -7664682 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -7665359.500000 Penalty: 5453.732422
	Iteration 6Q: 3 clusters Score -7665360 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -7666178.500000 Penalty: 5453.732422
	Iteration 7Q: 3 clusters Score -7666178 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -7667431.500000 Penalty: 5453.732422
	Iteration 8Q: 3 clusters Score -7667432 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7669228.000000 Penalty: 5453.732422
	Iteration 9Q: 3 clusters Score -7669228 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7671580.000000 Penalty: 5453.732422
	Iteration 10F: 3 clusters Score -7671580 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -7674405.500000 Penalty: 5453.732422
	Iteration 11F: 3 clusters Score -7674406 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -7677400.000000 Penalty: 5453.732422
	Iteration 12F: 3 clusters Score -7677400 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -7680011.500000 Penalty: 5453.732422
	Iteration 13F: 3 clusters Score -7680012 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7681809.500000 Penalty: 5453.732422
	Iteration 14Q: 3 clusters Score -7681810 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -7683005.000000 Penalty: 5453.732422
	Iteration 15Q: 3 clusters Score -7683005 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -7683697.000000 Penalty: 5453.732422
	Iteration 16Q: 3 clusters Score -7683697 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -7684126.000000 Penalty: 5453.732422
	Iteration 17Q: 3 clusters Score -7684126 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -7684477.000000 Penalty: 5453.732422
	Iteration 18Q: 3 clusters Score -7684477 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7684684.500000 Penalty: 5453.732422
	Iteration 19Q: 3 clusters Score -7684684 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7684859.500000 Penalty: 5453.732422
	Iteration 20F: 3 clusters Score -7684860 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7684948.000000 Penalty: 5453.732422
	Iteration 21Q: 3 clusters Score -7684948 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7685029.000000 Penalty: 5453.732422
	Iteration 22Q: 3 clusters Score -7685029 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7685088.500000 Penalty: 5453.732422
	Iteration 23Q: 3 clusters Score -7685088 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7685150.500000 Penalty: 5453.732422
	Iteration 24Q: 3 clusters Score -7685150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7685195.500000 Penalty: 5453.732422
	Iteration 25Q: 3 clusters Score -7685196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7685229.000000 Penalty: 5453.732422
	Iteration 26Q: 3 clusters Score -7685229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7685248.500000 Penalty: 5453.732422
	Iteration 27Q: 3 clusters Score -7685248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7685264.500000 Penalty: 5453.732422
	Iteration 28Q: 3 clusters Score -7685264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7685273.500000 Penalty: 5453.732422
	Iteration 29Q: 3 clusters Score -7685274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7685293.500000 Penalty: 5453.732422
	Iteration 30Q: 3 clusters Score -7685294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7685316.000000 Penalty: 5453.732422
	Iteration 31Q: 3 clusters Score -7685316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7685314.500000 Penalty: 5453.732422
	Iteration 32Q: 3 clusters Score -7685314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7685318.000000 Penalty: 5453.732422
	Iteration 33Q: 3 clusters Score -7685318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7685338.500000 Penalty: 5453.732422
	Iteration 34Q: 3 clusters Score -7685338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7685350.000000 Penalty: 5453.732422
	Iteration 35Q: 3 clusters Score -7685350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7685359.000000 Penalty: 5453.732422
	Iteration 36Q: 3 clusters Score -7685359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7685361.000000 Penalty: 5453.732422
	Iteration 37Q: 3 clusters Score -7685361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7685371.500000 Penalty: 5453.732422
	Iteration 38Q: 3 clusters Score -7685372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7685385.000000 Penalty: 5453.732422
	Iteration 39Q: 3 clusters Score -7685385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7685392.000000 Penalty: 5453.732422
	Iteration 40F: 3 clusters Score -7685392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7685398.500000 Penalty: 5453.732422
	Iteration 41Q: 3 clusters Score -7685398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7685404.000000 Penalty: 5453.732422
	Iteration 42Q: 3 clusters Score -7685404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7685405.500000 Penalty: 5453.732422
	Iteration 43Q: 3 clusters Score -7685406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7685406.000000 Penalty: 5453.732422
	Iteration 44Q: 3 clusters Score -7685406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7685411.000000 Penalty: 5453.732422
	Iteration 45Q: 3 clusters Score -7685411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7685426.500000 Penalty: 5453.732422
	Iteration 46Q: 3 clusters Score -7685426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7685430.000000 Penalty: 5453.732422
	Iteration 47Q: 3 clusters Score -7685430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7685435.500000 Penalty: 5453.732422
	Iteration 48Q: 3 clusters Score -7685436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7685427.000000 Penalty: 5453.732422
	Iteration 49Q: 3 clusters Score -7685427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7685435.000000 Penalty: 5453.732422
	Iteration 50Q: 3 clusters Score -7685435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7685435.000000 Penalty: 5453.732422
	Iteration 51Q: 3 clusters Score -7685435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7685441.000000 Penalty: 5453.732422
	Iteration 52Q: 3 clusters Score -7685441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7685452.000000 Penalty: 5453.732422
	Iteration 53Q: 3 clusters Score -7685452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7685456.500000 Penalty: 5453.732422
	Iteration 54Q: 3 clusters Score -7685456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7685454.500000 Penalty: 5453.732422
	Iteration 55Q: 3 clusters Score -7685454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7685462.500000 Penalty: 5453.732422
	Iteration 56Q: 3 clusters Score -7685462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7685461.000000 Penalty: 5453.732422
	Iteration 57Q: 3 clusters Score -7685461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7685469.500000 Penalty: 5453.732422
	Iteration 58Q: 3 clusters Score -7685470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7685477.500000 Penalty: 5453.732422
	Iteration 59Q: 3 clusters Score -7685478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7685475.000000 Penalty: 5453.732422
	Iteration 60F: 3 clusters Score -7685475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7685473.000000 Penalty: 5453.732422
	Iteration 61Q: 3 clusters Score -7685473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7685474.000000 Penalty: 5453.732422
	Iteration 62Q: 3 clusters Score -7685474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7685467.500000 Penalty: 5453.732422
	Iteration 63Q: 3 clusters Score -7685468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7685466.500000 Penalty: 5453.732422
	Iteration 64Q: 3 clusters Score -7685466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7685466.500000 Penalty: 5453.732422
	Iteration 65F: 3 clusters Score -7685466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Entering Unmasked Estep 
Score: -7645613.000000 Penalty: 2725.698242
	Iteration 0F: 2 clusters Score -7645613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7605719.000000 Penalty: 5451.396484
	Iteration 0F: 3 clusters Score -7605719 nChanged 27685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -7621388.500000 Penalty: 5451.396484
	Iteration 1F: 3 clusters Score -7621388 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7622165.500000 Penalty: 5451.396484
	Iteration 2Q: 3 clusters Score -7622166 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -7623260.500000 Penalty: 5451.396484
	Iteration 3Q: 3 clusters Score -7623260 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -7624744.500000 Penalty: 5451.396484
	Iteration 4F: 3 clusters Score -7624744 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -7626827.500000 Penalty: 5451.396484
	Iteration 5F: 3 clusters Score -7626828 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -7629852.500000 Penalty: 5451.396484
	Iteration 6F: 3 clusters Score -7629852 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -7633483.000000 Penalty: 5451.396484
	Iteration 7F: 3 clusters Score -7633483 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -7636924.000000 Penalty: 5451.396484
	Iteration 8F: 3 clusters Score -7636924 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -7638927.000000 Penalty: 5451.396484
	Iteration 9Q: 3 clusters Score -7638927 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -7639820.000000 Penalty: 5451.396484
	Iteration 10Q: 3 clusters Score -7639820 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -7640303.500000 Penalty: 5451.396484
	Iteration 11Q: 3 clusters Score -7640304 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -7640668.000000 Penalty: 5451.396484
	Iteration 12Q: 3 clusters Score -7640668 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -7640992.000000 Penalty: 5451.396484
	Iteration 13Q: 3 clusters Score -7640992 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -7641261.000000 Penalty: 5451.396484
	Iteration 14Q: 3 clusters Score -7641261 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -7641505.500000 Penalty: 5451.396484
	Iteration 15Q: 3 clusters Score -7641506 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -7641759.000000 Penalty: 5451.396484
	Iteration 16Q: 3 clusters Score -7641759 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -7641975.500000 Penalty: 5451.396484
	Iteration 17Q: 3 clusters Score -7641976 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7642140.500000 Penalty: 5451.396484
	Iteration 18Q: 3 clusters Score -7642140 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7642329.500000 Penalty: 5451.396484
	Iteration 19Q: 3 clusters Score -7642330 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7642446.000000 Penalty: 5451.396484
	Iteration 20F: 3 clusters Score -7642446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7642597.000000 Penalty: 5451.396484
	Iteration 21Q: 3 clusters Score -7642597 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7642700.000000 Penalty: 5451.396484
	Iteration 22Q: 3 clusters Score -7642700 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7642812.000000 Penalty: 5451.396484
	Iteration 23Q: 3 clusters Score -7642812 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7642891.500000 Penalty: 5451.396484
	Iteration 24Q: 3 clusters Score -7642892 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7642996.500000 Penalty: 5451.396484
	Iteration 25Q: 3 clusters Score -7642996 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7643107.500000 Penalty: 5451.396484
	Iteration 26Q: 3 clusters Score -7643108 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7643190.000000 Penalty: 5451.396484
	Iteration 27Q: 3 clusters Score -7643190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7643261.000000 Penalty: 5451.396484
	Iteration 28Q: 3 clusters Score -7643261 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7643277.500000 Penalty: 5451.396484
	Iteration 29Q: 3 clusters Score -7643278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7643332.000000 Penalty: 5451.396484
	Iteration 30Q: 3 clusters Score -7643332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7643349.000000 Penalty: 5451.396484
	Iteration 31Q: 3 clusters Score -7643349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7643373.500000 Penalty: 5451.396484
	Iteration 32Q: 3 clusters Score -7643374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7643406.500000 Penalty: 5451.396484
	Iteration 33Q: 3 clusters Score -7643406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7643431.000000 Penalty: 5451.396484
	Iteration 34Q: 3 clusters Score -7643431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7643474.000000 Penalty: 5451.396484
	Iteration 35Q: 3 clusters Score -7643474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7643490.000000 Penalty: 5451.396484
	Iteration 36Q: 3 clusters Score -7643490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7643502.500000 Penalty: 5451.396484
	Iteration 37Q: 3 clusters Score -7643502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7643507.000000 Penalty: 5451.396484
	Iteration 38Q: 3 clusters Score -7643507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7643511.000000 Penalty: 5451.396484
	Iteration 39Q: 3 clusters Score -7643511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7643510.500000 Penalty: 5451.396484
	Iteration 40F: 3 clusters Score -7643510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7643525.000000 Penalty: 5451.396484
	Iteration 41Q: 3 clusters Score -7643525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7643530.000000 Penalty: 5451.396484
	Iteration 42Q: 3 clusters Score -7643530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7643531.500000 Penalty: 5451.396484
	Iteration 43Q: 3 clusters Score -7643532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7643535.500000 Penalty: 5451.396484
	Iteration 44Q: 3 clusters Score -7643536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7643544.500000 Penalty: 5451.396484
	Iteration 45Q: 3 clusters Score -7643544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7643561.500000 Penalty: 5451.396484
	Iteration 46Q: 3 clusters Score -7643562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7643578.000000 Penalty: 5451.396484
	Iteration 47Q: 3 clusters Score -7643578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7643582.500000 Penalty: 5451.396484
	Iteration 48Q: 3 clusters Score -7643582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7643583.000000 Penalty: 5451.396484
	Iteration 49Q: 3 clusters Score -7643583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7643578.500000 Penalty: 5451.396484
	Iteration 50Q: 3 clusters Score -7643578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7643570.000000 Penalty: 5451.396484
	Iteration 51Q: 3 clusters Score -7643570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7643574.000000 Penalty: 5451.396484
	Iteration 52Q: 3 clusters Score -7643574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7643574.000000 Penalty: 5451.396484
	Iteration 53F: 3 clusters Score -7643574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Entering Unmasked Estep 
Score: -7588932.000000 Penalty: 2722.834717
	Iteration 0F: 2 clusters Score -7588932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -7549392.500000 Penalty: 5445.669434
	Iteration 0F: 3 clusters Score -7549392 nChanged 27300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -7564716.500000 Penalty: 5445.669434
	Iteration 1F: 3 clusters Score -7564716 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -7565299.500000 Penalty: 5445.669434
	Iteration 2Q: 3 clusters Score -7565300 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -7565938.000000 Penalty: 5445.669434
	Iteration 3Q: 3 clusters Score -7565938 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -7566860.500000 Penalty: 5445.669434
	Iteration 4Q: 3 clusters Score -7566860 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -7568274.500000 Penalty: 5445.669434
	Iteration 5F: 3 clusters Score -7568274 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -7570583.000000 Penalty: 5445.669434
	Iteration 6F: 3 clusters Score -7570583 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -7574223.500000 Penalty: 5445.669434
	Iteration 7F: 3 clusters Score -7574224 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -7579076.500000 Penalty: 5445.669434
	Iteration 8F: 3 clusters Score -7579076 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7583252.500000 Penalty: 5445.669434
	Iteration 9F: 3 clusters Score -7583252 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7585405.000000 Penalty: 5445.669434
	Iteration 10Q: 3 clusters Score -7585405 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7586175.500000 Penalty: 5445.669434
	Iteration 11Q: 3 clusters Score -7586176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7586442.000000 Penalty: 5445.669434
	Iteration 12Q: 3 clusters Score -7586442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7586537.000000 Penalty: 5445.669434
	Iteration 13Q: 3 clusters Score -7586537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7586584.000000 Penalty: 5445.669434
	Iteration 14Q: 3 clusters Score -7586584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7586604.500000 Penalty: 5445.669434
	Iteration 15Q: 3 clusters Score -7586604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7586604.500000 Penalty: 5445.669434
	Iteration 16Q: 3 clusters Score -7586604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7586600.500000 Penalty: 5445.669434
	Iteration 17Q: 3 clusters Score -7586600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7586600.500000 Penalty: 5445.669434
	Iteration 18F: 3 clusters Score -7586600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -447826.156250 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -447826.2 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 1788 members 
Entering Unmasked Estep 
Score: -444199.093750 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -444199.1 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -444961.656250 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -444961.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -445181.843750 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -445181.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -445304.593750 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -445304.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -445384.000000 Penalty: 4060.762451
	Iteration 4Q: 3 clusters Score -445384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -445436.343750 Penalty: 4060.762451
	Iteration 5Q: 3 clusters Score -445436.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -445471.531250 Penalty: 4060.762451
	Iteration 6Q: 3 clusters Score -445471.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -445502.968750 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -445503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -445532.656250 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -445532.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -445556.593750 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -445556.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -445574.343750 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -445574.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -445591.187500 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -445591.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -445614.062500 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -445614.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -445630.281250 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -445630.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -445641.468750 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -445641.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -445653.906250 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -445653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -445660.343750 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -445660.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -445666.281250 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -445666.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -445669.406250 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -445669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -445673.125000 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -445673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -445674.406250 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -445674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -445677.593750 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -445677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -445681.531250 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -445681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -445682.875000 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -445682.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -445684.468750 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -445684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -445685.437500 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -445685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -445687.875000 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -445687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -445691.781250 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -445691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -445693.625000 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -445693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -445695.562500 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -445695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -445698.250000 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -445698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -445698.843750 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -445698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -445700.062500 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -445700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -445701.312500 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -445701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -445703.281250 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -445703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -445705.312500 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -445705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -445705.750000 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -445705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -445707.250000 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -445707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -445710.281250 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -445710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -445712.906250 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -445712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -445717.343750 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -445717.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -445722.125000 Penalty: 4060.762451
	Iteration 41Q: 3 clusters Score -445722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -445725.156250 Penalty: 4060.762451
	Iteration 42Q: 3 clusters Score -445725.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -445732.593750 Penalty: 4060.762451
	Iteration 43Q: 3 clusters Score -445732.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -445740.656250 Penalty: 4060.762451
	Iteration 44Q: 3 clusters Score -445740.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -445750.625000 Penalty: 4060.762451
	Iteration 45Q: 3 clusters Score -445750.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -445761.187500 Penalty: 4060.762451
	Iteration 46Q: 3 clusters Score -445761.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -445771.625000 Penalty: 4060.762451
	Iteration 47Q: 3 clusters Score -445771.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -445783.218750 Penalty: 4060.762451
	Iteration 48Q: 3 clusters Score -445783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -445798.156250 Penalty: 4060.762451
	Iteration 49Q: 3 clusters Score -445798.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -445814.781250 Penalty: 4060.762451
	Iteration 50Q: 3 clusters Score -445814.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -445829.812500 Penalty: 4060.762451
	Iteration 51Q: 3 clusters Score -445829.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -445847.156250 Penalty: 4060.762451
	Iteration 52Q: 3 clusters Score -445847.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -445865.937500 Penalty: 4060.762451
	Iteration 53Q: 3 clusters Score -445865.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -445881.406250 Penalty: 4060.762451
	Iteration 54Q: 3 clusters Score -445881.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -445891.000000 Penalty: 4060.762451
	Iteration 55Q: 3 clusters Score -445891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -445895.968750 Penalty: 4060.762451
	Iteration 56Q: 3 clusters Score -445896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -445900.718750 Penalty: 4060.762451
	Iteration 57Q: 3 clusters Score -445900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -445903.906250 Penalty: 4060.762451
	Iteration 58Q: 3 clusters Score -445903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -445906.687500 Penalty: 4060.762451
	Iteration 59Q: 3 clusters Score -445906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -445911.562500 Penalty: 4060.762451
	Iteration 60F: 3 clusters Score -445911.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -445918.156250 Penalty: 4060.762451
	Iteration 61Q: 3 clusters Score -445918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -445921.593750 Penalty: 4060.762451
	Iteration 62Q: 3 clusters Score -445921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -445927.562500 Penalty: 4060.762451
	Iteration 63Q: 3 clusters Score -445927.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -445931.718750 Penalty: 4060.762451
	Iteration 64Q: 3 clusters Score -445931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -445933.718750 Penalty: 4060.762451
	Iteration 65Q: 3 clusters Score -445933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -445934.625000 Penalty: 4060.762451
	Iteration 66Q: 3 clusters Score -445934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -445935.875000 Penalty: 4060.762451
	Iteration 67Q: 3 clusters Score -445935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -445936.937500 Penalty: 4060.762451
	Iteration 68Q: 3 clusters Score -445936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -445937.062500 Penalty: 4060.762451
	Iteration 69Q: 3 clusters Score -445937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -445938.062500 Penalty: 4060.762451
	Iteration 70Q: 3 clusters Score -445938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -445940.093750 Penalty: 4060.762451
	Iteration 71Q: 3 clusters Score -445940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -445940.093750 Penalty: 4060.762451
	Iteration 72F: 3 clusters Score -445940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Entering Unmasked Estep 
Score: -7024025.500000 Penalty: 2704.822510
	Iteration 0F: 2 clusters Score -7024026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -6987499.500000 Penalty: 5409.645020
	Iteration 0F: 3 clusters Score -6987500 nChanged 25214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -7001641.500000 Penalty: 5409.645020
	Iteration 1F: 3 clusters Score -7001642 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -7002293.000000 Penalty: 5409.645020
	Iteration 2Q: 3 clusters Score -7002293 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -7002952.000000 Penalty: 5409.645020
	Iteration 3Q: 3 clusters Score -7002952 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -7003724.000000 Penalty: 5409.645020
	Iteration 4Q: 3 clusters Score -7003724 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -7004718.500000 Penalty: 5409.645020
	Iteration 5Q: 3 clusters Score -7004718 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -7006192.500000 Penalty: 5409.645020
	Iteration 6Q: 3 clusters Score -7006192 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7008243.500000 Penalty: 5409.645020
	Iteration 7F: 3 clusters Score -7008244 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -7010947.500000 Penalty: 5409.645020
	Iteration 8F: 3 clusters Score -7010948 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7013620.500000 Penalty: 5409.645020
	Iteration 9F: 3 clusters Score -7013620 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7015544.500000 Penalty: 5409.645020
	Iteration 10F: 3 clusters Score -7015544 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -7016764.000000 Penalty: 5409.645020
	Iteration 11Q: 3 clusters Score -7016764 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -7017482.500000 Penalty: 5409.645020
	Iteration 12Q: 3 clusters Score -7017482 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -7018004.500000 Penalty: 5409.645020
	Iteration 13Q: 3 clusters Score -7018004 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -7018407.500000 Penalty: 5409.645020
	Iteration 14Q: 3 clusters Score -7018408 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -7018746.500000 Penalty: 5409.645020
	Iteration 15Q: 3 clusters Score -7018746 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -7019098.500000 Penalty: 5409.645020
	Iteration 16Q: 3 clusters Score -7019098 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -7019429.500000 Penalty: 5409.645020
	Iteration 17Q: 3 clusters Score -7019430 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -7019719.000000 Penalty: 5409.645020
	Iteration 18Q: 3 clusters Score -7019719 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -7020011.000000 Penalty: 5409.645020
	Iteration 19Q: 3 clusters Score -7020011 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -7020201.000000 Penalty: 5409.645020
	Iteration 20F: 3 clusters Score -7020201 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -7020409.000000 Penalty: 5409.645020
	Iteration 21Q: 3 clusters Score -7020409 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -7020589.500000 Penalty: 5409.645020
	Iteration 22Q: 3 clusters Score -7020590 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -7020739.500000 Penalty: 5409.645020
	Iteration 23Q: 3 clusters Score -7020740 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -7020892.000000 Penalty: 5409.645020
	Iteration 24Q: 3 clusters Score -7020892 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -7020959.000000 Penalty: 5409.645020
	Iteration 25Q: 3 clusters Score -7020959 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7021059.000000 Penalty: 5409.645020
	Iteration 26Q: 3 clusters Score -7021059 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -7021128.500000 Penalty: 5409.645020
	Iteration 27Q: 3 clusters Score -7021128 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -7021197.000000 Penalty: 5409.645020
	Iteration 28Q: 3 clusters Score -7021197 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -7021249.000000 Penalty: 5409.645020
	Iteration 29Q: 3 clusters Score -7021249 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -7021300.500000 Penalty: 5409.645020
	Iteration 30Q: 3 clusters Score -7021300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -7021380.000000 Penalty: 5409.645020
	Iteration 31Q: 3 clusters Score -7021380 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -7021411.000000 Penalty: 5409.645020
	Iteration 32Q: 3 clusters Score -7021411 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -7021434.500000 Penalty: 5409.645020
	Iteration 33Q: 3 clusters Score -7021434 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -7021468.500000 Penalty: 5409.645020
	Iteration 34Q: 3 clusters Score -7021468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -7021493.000000 Penalty: 5409.645020
	Iteration 35Q: 3 clusters Score -7021493 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -7021508.000000 Penalty: 5409.645020
	Iteration 36Q: 3 clusters Score -7021508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -7021539.500000 Penalty: 5409.645020
	Iteration 37Q: 3 clusters Score -7021540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -7021565.500000 Penalty: 5409.645020
	Iteration 38Q: 3 clusters Score -7021566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -7021551.500000 Penalty: 5409.645020
	Iteration 39Q: 3 clusters Score -7021552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -7021562.500000 Penalty: 5409.645020
	Iteration 40F: 3 clusters Score -7021562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -7021575.500000 Penalty: 5409.645020
	Iteration 41Q: 3 clusters Score -7021576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -7021583.500000 Penalty: 5409.645020
	Iteration 42Q: 3 clusters Score -7021584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -7021592.000000 Penalty: 5409.645020
	Iteration 43Q: 3 clusters Score -7021592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -7021593.000000 Penalty: 5409.645020
	Iteration 44Q: 3 clusters Score -7021593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -7021601.000000 Penalty: 5409.645020
	Iteration 45Q: 3 clusters Score -7021601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -7021600.000000 Penalty: 5409.645020
	Iteration 46Q: 3 clusters Score -7021600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -7021599.500000 Penalty: 5409.645020
	Iteration 47Q: 3 clusters Score -7021600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -7021608.000000 Penalty: 5409.645020
	Iteration 48Q: 3 clusters Score -7021608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -7021618.500000 Penalty: 5409.645020
	Iteration 49Q: 3 clusters Score -7021618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7021620.000000 Penalty: 5409.645020
	Iteration 50Q: 3 clusters Score -7021620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -7021635.500000 Penalty: 5409.645020
	Iteration 51Q: 3 clusters Score -7021636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7021642.000000 Penalty: 5409.645020
	Iteration 52Q: 3 clusters Score -7021642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7021639.500000 Penalty: 5409.645020
	Iteration 53Q: 3 clusters Score -7021640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -7021648.000000 Penalty: 5409.645020
	Iteration 54Q: 3 clusters Score -7021648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -7021649.500000 Penalty: 5409.645020
	Iteration 55Q: 3 clusters Score -7021650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -7021653.000000 Penalty: 5409.645020
	Iteration 56Q: 3 clusters Score -7021653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -7021655.000000 Penalty: 5409.645020
	Iteration 57Q: 3 clusters Score -7021655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -7021652.500000 Penalty: 5409.645020
	Iteration 58Q: 3 clusters Score -7021652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7021648.000000 Penalty: 5409.645020
	Iteration 59Q: 3 clusters Score -7021648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7021654.000000 Penalty: 5409.645020
	Iteration 60F: 3 clusters Score -7021654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -7021654.000000 Penalty: 5409.645020
	Iteration 61Q: 3 clusters Score -7021654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -7021659.000000 Penalty: 5409.645020
	Iteration 62Q: 3 clusters Score -7021659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -7021655.500000 Penalty: 5409.645020
	Iteration 63Q: 3 clusters Score -7021656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -7021644.500000 Penalty: 5409.645020
	Iteration 64Q: 3 clusters Score -7021644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -7021638.500000 Penalty: 5409.645020
	Iteration 65Q: 3 clusters Score -7021638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -7021637.000000 Penalty: 5409.645020
	Iteration 66Q: 3 clusters Score -7021637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -7021643.500000 Penalty: 5409.645020
	Iteration 67Q: 3 clusters Score -7021644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -7021640.000000 Penalty: 5409.645020
	Iteration 68Q: 3 clusters Score -7021640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -7021640.000000 Penalty: 5409.645020
	Iteration 69Q: 3 clusters Score -7021640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7021641.000000 Penalty: 5409.645020
	Iteration 70Q: 3 clusters Score -7021641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -7021633.500000 Penalty: 5409.645020
	Iteration 71Q: 3 clusters Score -7021634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -7021645.000000 Penalty: 5409.645020
	Iteration 72Q: 3 clusters Score -7021645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -7021641.500000 Penalty: 5409.645020
	Iteration 73Q: 3 clusters Score -7021642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -7021642.000000 Penalty: 5409.645020
	Iteration 74Q: 3 clusters Score -7021642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -7021642.000000 Penalty: 5409.645020
	Iteration 75Q: 3 clusters Score -7021642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7021643.000000 Penalty: 5409.645020
	Iteration 76Q: 3 clusters Score -7021643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -7021647.500000 Penalty: 5409.645020
	Iteration 77Q: 3 clusters Score -7021648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7021646.500000 Penalty: 5409.645020
	Iteration 78Q: 3 clusters Score -7021646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -7021656.000000 Penalty: 5409.645020
	Iteration 79Q: 3 clusters Score -7021656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -7021653.500000 Penalty: 5409.645020
	Iteration 80F: 3 clusters Score -7021654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7021658.000000 Penalty: 5409.645020
	Iteration 81Q: 3 clusters Score -7021658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -7021654.000000 Penalty: 5409.645020
	Iteration 82Q: 3 clusters Score -7021654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -7021662.000000 Penalty: 5409.645020
	Iteration 83Q: 3 clusters Score -7021662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -7021658.000000 Penalty: 5409.645020
	Iteration 84Q: 3 clusters Score -7021658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -7021672.000000 Penalty: 5409.645020
	Iteration 85Q: 3 clusters Score -7021672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7021662.000000 Penalty: 5409.645020
	Iteration 86Q: 3 clusters Score -7021662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -7021655.500000 Penalty: 5409.645020
	Iteration 87Q: 3 clusters Score -7021656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -7021658.500000 Penalty: 5409.645020
	Iteration 88Q: 3 clusters Score -7021658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7021660.500000 Penalty: 5409.645020
	Iteration 89Q: 3 clusters Score -7021660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -7021663.000000 Penalty: 5409.645020
	Iteration 90Q: 3 clusters Score -7021663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -7021663.000000 Penalty: 5409.645020
	Iteration 91F: 3 clusters Score -7021663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -38886.085938 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -38886.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37588.066406 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -37588.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37778.953125 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -37778.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37854.484375 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -37854.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37946.429688 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -37946.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38020.957031 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -38020.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38110.914062 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -38110.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38201.753906 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -38201.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38279.394531 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -38279.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38339.757812 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -38339.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38380.722656 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -38380.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38439.859375 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -38439.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38501.820312 Penalty: 2929.059326
	Iteration 11Q: 3 clusters Score -38501.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38591.421875 Penalty: 2929.059326
	Iteration 12Q: 3 clusters Score -38591.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38776.722656 Penalty: 2929.059326
	Iteration 13Q: 3 clusters Score -38776.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38846.398438 Penalty: 2929.059326
	Iteration 14Q: 3 clusters Score -38846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38882.835938 Penalty: 2929.059326
	Iteration 15Q: 3 clusters Score -38882.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38888.628906 Penalty: 2929.059326
	Iteration 16Q: 3 clusters Score -38888.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38889.250000 Penalty: 2929.059326
	Iteration 17F: 3 clusters Score -38889.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38896.218750 Penalty: 2929.059326
	Iteration 18Q: 3 clusters Score -38896.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38896.218750 Penalty: 2929.059326
	Iteration 19F: 3 clusters Score -38896.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68897 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 496 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59321 members 
Mstep: Class 10 contains 58640 members 
Mstep: Class 11 contains 3594 members 
Mstep: Class 12 contains 54532 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 11882 members 
Mstep: Class 18 contains 641 members 
Mstep: Class 19 contains 136 members 
Mstep: Class 20 contains 186609 members 
Mstep: Class 21 contains 175282 members 
Entering Unmasked Estep 
Score: -98276432.000000 Penalty: 70669.984375
Splitting cluster 13 changes total score from -98278280.000000 to -98276432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -46970.601562 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -46970.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45557.136719 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45557.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45759.777344 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45759.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45822.523438 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -45822.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45843.089844 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45843.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45864.355469 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45864.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45872.695312 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45874.261719 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45874.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45874.261719 Penalty: 3016.780762
	Iteration 7F: 3 clusters Score -45874.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -43817.398438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -43817.4 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 205 members 
Entering Unmasked Estep 
Score: -42409.144531 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -42409.14 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42565.347656 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -42565.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42588.148438 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -42588.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42590.312500 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -42590.31 nChanged 1
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: -42592.117188 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -42592.12 nChanged 0
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: -42592.117188 Penalty: 2974.240234
	Iteration 5F: 3 clusters Score -42592.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Entering Unmasked Estep 
Score: -3330033.500000 Penalty: 2518.185547
	Iteration 0F: 2 clusters Score -3330034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3312224.000000 Penalty: 5036.371094
	Iteration 0F: 3 clusters Score -3312224 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3318356.000000 Penalty: 5036.371094
	Iteration 1F: 3 clusters Score -3318356 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3318735.500000 Penalty: 5036.371094
	Iteration 2Q: 3 clusters Score -3318736 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3319076.250000 Penalty: 5036.371094
	Iteration 3Q: 3 clusters Score -3319076 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3319405.500000 Penalty: 5036.371094
	Iteration 4Q: 3 clusters Score -3319406 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3319767.250000 Penalty: 5036.371094
	Iteration 5Q: 3 clusters Score -3319767 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3320135.500000 Penalty: 5036.371094
	Iteration 6Q: 3 clusters Score -3320136 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3320632.750000 Penalty: 5036.371094
	Iteration 7Q: 3 clusters Score -3320633 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3321357.000000 Penalty: 5036.371094
	Iteration 8Q: 3 clusters Score -3321357 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3322344.250000 Penalty: 5036.371094
	Iteration 9F: 3 clusters Score -3322344 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3323622.000000 Penalty: 5036.371094
	Iteration 10F: 3 clusters Score -3323622 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3325041.500000 Penalty: 5036.371094
	Iteration 11F: 3 clusters Score -3325042 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3326283.250000 Penalty: 5036.371094
	Iteration 12Q: 3 clusters Score -3326283 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3327123.500000 Penalty: 5036.371094
	Iteration 13Q: 3 clusters Score -3327124 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3327529.750000 Penalty: 5036.371094
	Iteration 14Q: 3 clusters Score -3327530 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3327723.250000 Penalty: 5036.371094
	Iteration 15Q: 3 clusters Score -3327723 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3327836.250000 Penalty: 5036.371094
	Iteration 16Q: 3 clusters Score -3327836 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3327887.250000 Penalty: 5036.371094
	Iteration 17Q: 3 clusters Score -3327887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3327914.250000 Penalty: 5036.371094
	Iteration 18Q: 3 clusters Score -3327914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3327936.250000 Penalty: 5036.371094
	Iteration 19Q: 3 clusters Score -3327936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3327950.000000 Penalty: 5036.371094
	Iteration 20F: 3 clusters Score -3327950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3327948.750000 Penalty: 5036.371094
	Iteration 21Q: 3 clusters Score -3327949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3327954.750000 Penalty: 5036.371094
	Iteration 22Q: 3 clusters Score -3327955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3327956.750000 Penalty: 5036.371094
	Iteration 23Q: 3 clusters Score -3327957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3327956.750000 Penalty: 5036.371094
	Iteration 24Q: 3 clusters Score -3327957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3327956.000000 Penalty: 5036.371094
	Iteration 25Q: 3 clusters Score -3327956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3327957.750000 Penalty: 5036.371094
	Iteration 26Q: 3 clusters Score -3327958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3327959.750000 Penalty: 5036.371094
	Iteration 27Q: 3 clusters Score -3327960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3327955.000000 Penalty: 5036.371094
	Iteration 28Q: 3 clusters Score -3327955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3327955.000000 Penalty: 5036.371094
	Iteration 29F: 3 clusters Score -3327955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Entering Unmasked Estep 
Score: -1440507.625000 Penalty: 2326.929443
	Iteration 0F: 2 clusters Score -1440508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1431723.125000 Penalty: 4653.858887
	Iteration 0F: 3 clusters Score -1431723 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1434330.625000 Penalty: 4653.858887
	Iteration 1F: 3 clusters Score -1434331 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1434581.750000 Penalty: 4653.858887
	Iteration 2F: 3 clusters Score -1434582 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1434728.375000 Penalty: 4653.858887
	Iteration 3Q: 3 clusters Score -1434728 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1434852.375000 Penalty: 4653.858887
	Iteration 4Q: 3 clusters Score -1434852 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1434963.000000 Penalty: 4653.858887
	Iteration 5Q: 3 clusters Score -1434963 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1435067.125000 Penalty: 4653.858887
	Iteration 6Q: 3 clusters Score -1435067 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1435180.000000 Penalty: 4653.858887
	Iteration 7Q: 3 clusters Score -1435180 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1435311.250000 Penalty: 4653.858887
	Iteration 8Q: 3 clusters Score -1435311 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1435458.750000 Penalty: 4653.858887
	Iteration 9Q: 3 clusters Score -1435459 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1435641.500000 Penalty: 4653.858887
	Iteration 10Q: 3 clusters Score -1435642 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1435865.875000 Penalty: 4653.858887
	Iteration 11Q: 3 clusters Score -1435866 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1436166.375000 Penalty: 4653.858887
	Iteration 12Q: 3 clusters Score -1436166 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1436515.375000 Penalty: 4653.858887
	Iteration 13Q: 3 clusters Score -1436515 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1436908.500000 Penalty: 4653.858887
	Iteration 14Q: 3 clusters Score -1436908 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1437268.125000 Penalty: 4653.858887
	Iteration 15Q: 3 clusters Score -1437268 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1437575.875000 Penalty: 4653.858887
	Iteration 16Q: 3 clusters Score -1437576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1437844.375000 Penalty: 4653.858887
	Iteration 17Q: 3 clusters Score -1437844 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1438034.375000 Penalty: 4653.858887
	Iteration 18Q: 3 clusters Score -1438034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1438146.125000 Penalty: 4653.858887
	Iteration 19Q: 3 clusters Score -1438146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1438219.750000 Penalty: 4653.858887
	Iteration 20F: 3 clusters Score -1438220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1438284.125000 Penalty: 4653.858887
	Iteration 21Q: 3 clusters Score -1438284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1438335.750000 Penalty: 4653.858887
	Iteration 22Q: 3 clusters Score -1438336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1438366.750000 Penalty: 4653.858887
	Iteration 23Q: 3 clusters Score -1438367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1438387.500000 Penalty: 4653.858887
	Iteration 24Q: 3 clusters Score -1438388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1438405.000000 Penalty: 4653.858887
	Iteration 25Q: 3 clusters Score -1438405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1438415.250000 Penalty: 4653.858887
	Iteration 26Q: 3 clusters Score -1438415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1438423.625000 Penalty: 4653.858887
	Iteration 27Q: 3 clusters Score -1438424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1438434.500000 Penalty: 4653.858887
	Iteration 28Q: 3 clusters Score -1438434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1438442.500000 Penalty: 4653.858887
	Iteration 29Q: 3 clusters Score -1438442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1438443.625000 Penalty: 4653.858887
	Iteration 30Q: 3 clusters Score -1438444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1438445.375000 Penalty: 4653.858887
	Iteration 31Q: 3 clusters Score -1438445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1438448.875000 Penalty: 4653.858887
	Iteration 32Q: 3 clusters Score -1438449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1438449.500000 Penalty: 4653.858887
	Iteration 33Q: 3 clusters Score -1438450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1438457.750000 Penalty: 4653.858887
	Iteration 34Q: 3 clusters Score -1438458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1438459.375000 Penalty: 4653.858887
	Iteration 35Q: 3 clusters Score -1438459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1438460.125000 Penalty: 4653.858887
	Iteration 36Q: 3 clusters Score -1438460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1438460.125000 Penalty: 4653.858887
	Iteration 37F: 3 clusters Score -1438460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -73729.601562 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -73729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72095.593750 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -72095.59 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72325.343750 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -72325.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72448.445312 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -72448.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72506.390625 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -72506.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72527.625000 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -72527.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72555.367188 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -72555.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72588.351562 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -72588.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72613.257812 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -72613.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72630.398438 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -72630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72638.984375 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -72638.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72645.953125 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -72645.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72652.929688 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -72652.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72656.640625 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -72656.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72658.859375 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -72658.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72663.039062 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -72663.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72664.054688 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -72664.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72664.054688 Penalty: 3205.662598
	Iteration 16F: 3 clusters Score -72664.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186609 members 
Entering Unmasked Estep 
Score: -23852460.000000 Penalty: 3009.919189
	Iteration 0F: 2 clusters Score -2.385246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -23731712.000000 Penalty: 6019.838379
	Iteration 0F: 3 clusters Score -2.373171e+07 nChanged 89665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 89597 members 
Entering Unmasked Estep 
Score: -23783576.000000 Penalty: 6019.838379
	Iteration 1F: 3 clusters Score -2.378358e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -23784344.000000 Penalty: 6019.838379
	Iteration 2Q: 3 clusters Score -2.378434e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -23785358.000000 Penalty: 6019.838379
	Iteration 3Q: 3 clusters Score -2.378536e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -23787366.000000 Penalty: 6019.838379
	Iteration 4Q: 3 clusters Score -2.378737e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 70172 members 
Entering Unmasked Estep 
Score: -23791074.000000 Penalty: 6019.838379
	Iteration 5Q: 3 clusters Score -2.379107e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -23798232.000000 Penalty: 6019.838379
	Iteration 6F: 3 clusters Score -2.379823e+07 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144183 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -23811498.000000 Penalty: 6019.838379
	Iteration 7F: 3 clusters Score -2.38115e+07 nChanged 17985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162042 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -23829504.000000 Penalty: 6019.838379
	Iteration 8F: 3 clusters Score -2.38295e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -23842948.000000 Penalty: 6019.838379
	Iteration 9F: 3 clusters Score -2.384295e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183009 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -23848264.000000 Penalty: 6019.838379
	Iteration 10Q: 3 clusters Score -2.384826e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185348 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -23849614.000000 Penalty: 6019.838379
	Iteration 11Q: 3 clusters Score -2.384961e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185914 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -23849898.000000 Penalty: 6019.838379
	Iteration 12Q: 3 clusters Score -2.38499e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186071 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -23850088.000000 Penalty: 6019.838379
	Iteration 13Q: 3 clusters Score -2.385009e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186124 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -23850142.000000 Penalty: 6019.838379
	Iteration 14Q: 3 clusters Score -2.385014e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -23850182.000000 Penalty: 6019.838379
	Iteration 15Q: 3 clusters Score -2.385018e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -23850200.000000 Penalty: 6019.838379
	Iteration 16Q: 3 clusters Score -2.38502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186160 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23850202.000000 Penalty: 6019.838379
	Iteration 17Q: 3 clusters Score -2.38502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186167 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23850208.000000 Penalty: 6019.838379
	Iteration 18Q: 3 clusters Score -2.385021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23850212.000000 Penalty: 6019.838379
	Iteration 19Q: 3 clusters Score -2.385021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23850206.000000 Penalty: 6019.838379
	Iteration 20F: 3 clusters Score -2.385021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186170 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23850204.000000 Penalty: 6019.838379
	Iteration 21Q: 3 clusters Score -2.38502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23850230.000000 Penalty: 6019.838379
	Iteration 22Q: 3 clusters Score -2.385023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186166 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23850226.000000 Penalty: 6019.838379
	Iteration 23Q: 3 clusters Score -2.385023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186164 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -23850240.000000 Penalty: 6019.838379
	Iteration 24Q: 3 clusters Score -2.385024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186166 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23850246.000000 Penalty: 6019.838379
	Iteration 25Q: 3 clusters Score -2.385025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23850242.000000 Penalty: 6019.838379
	Iteration 26Q: 3 clusters Score -2.385024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23850232.000000 Penalty: 6019.838379
	Iteration 27Q: 3 clusters Score -2.385023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186163 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23850250.000000 Penalty: 6019.838379
	Iteration 28Q: 3 clusters Score -2.385025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23850262.000000 Penalty: 6019.838379
	Iteration 29Q: 3 clusters Score -2.385026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23850262.000000 Penalty: 6019.838379
	Iteration 30F: 3 clusters Score -2.385026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (175282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Entering Unmasked Estep 
Score: -22433044.000000 Penalty: 2994.389404
	Iteration 0F: 2 clusters Score -2.243304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -22318618.000000 Penalty: 5988.778809
	Iteration 0F: 3 clusters Score -2.231862e+07 nChanged 84100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -22366954.000000 Penalty: 5988.778809
	Iteration 1F: 3 clusters Score -2.236695e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -22367710.000000 Penalty: 5988.778809
	Iteration 2Q: 3 clusters Score -2.236771e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -22368544.000000 Penalty: 5988.778809
	Iteration 3Q: 3 clusters Score -2.236854e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -22369564.000000 Penalty: 5988.778809
	Iteration 4Q: 3 clusters Score -2.236956e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -22371316.000000 Penalty: 5988.778809
	Iteration 5Q: 3 clusters Score -2.237132e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -22373910.000000 Penalty: 5988.778809
	Iteration 6Q: 3 clusters Score -2.237391e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -22378318.000000 Penalty: 5988.778809
	Iteration 7Q: 3 clusters Score -2.237832e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -22385592.000000 Penalty: 5988.778809
	Iteration 8F: 3 clusters Score -2.238559e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -22396314.000000 Penalty: 5988.778809
	Iteration 9F: 3 clusters Score -2.239631e+07 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -22408310.000000 Penalty: 5988.778809
	Iteration 10F: 3 clusters Score -2.240831e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107320 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -22414358.000000 Penalty: 5988.778809
	Iteration 11F: 3 clusters Score -2.241436e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -22416732.000000 Penalty: 5988.778809
	Iteration 12Q: 3 clusters Score -2.241673e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -22418214.000000 Penalty: 5988.778809
	Iteration 13Q: 3 clusters Score -2.241821e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -22419638.000000 Penalty: 5988.778809
	Iteration 14Q: 3 clusters Score -2.241964e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -22420900.000000 Penalty: 5988.778809
	Iteration 15Q: 3 clusters Score -2.24209e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119966 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -22422018.000000 Penalty: 5988.778809
	Iteration 16Q: 3 clusters Score -2.242202e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -22422872.000000 Penalty: 5988.778809
	Iteration 17Q: 3 clusters Score -2.242287e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124398 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -22423494.000000 Penalty: 5988.778809
	Iteration 18Q: 3 clusters Score -2.242349e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -22424220.000000 Penalty: 5988.778809
	Iteration 19Q: 3 clusters Score -2.242422e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -22424740.000000 Penalty: 5988.778809
	Iteration 20F: 3 clusters Score -2.242474e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -22425238.000000 Penalty: 5988.778809
	Iteration 21Q: 3 clusters Score -2.242524e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -22425642.000000 Penalty: 5988.778809
	Iteration 22Q: 3 clusters Score -2.242564e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134064 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -22425866.000000 Penalty: 5988.778809
	Iteration 23Q: 3 clusters Score -2.242587e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -22426196.000000 Penalty: 5988.778809
	Iteration 24Q: 3 clusters Score -2.24262e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -22426564.000000 Penalty: 5988.778809
	Iteration 25Q: 3 clusters Score -2.242656e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139300 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -22426870.000000 Penalty: 5988.778809
	Iteration 26Q: 3 clusters Score -2.242687e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140999 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -22427160.000000 Penalty: 5988.778809
	Iteration 27Q: 3 clusters Score -2.242716e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -22427730.000000 Penalty: 5988.778809
	Iteration 28Q: 3 clusters Score -2.242773e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -22428116.000000 Penalty: 5988.778809
	Iteration 29Q: 3 clusters Score -2.242812e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145968 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -22428426.000000 Penalty: 5988.778809
	Iteration 30Q: 3 clusters Score -2.242843e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -22428698.000000 Penalty: 5988.778809
	Iteration 31Q: 3 clusters Score -2.24287e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -22428972.000000 Penalty: 5988.778809
	Iteration 32Q: 3 clusters Score -2.242897e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -22429264.000000 Penalty: 5988.778809
	Iteration 33Q: 3 clusters Score -2.242926e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153202 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -22429428.000000 Penalty: 5988.778809
	Iteration 34Q: 3 clusters Score -2.242943e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -22429876.000000 Penalty: 5988.778809
	Iteration 35Q: 3 clusters Score -2.242988e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -22430012.000000 Penalty: 5988.778809
	Iteration 36Q: 3 clusters Score -2.243001e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -22430414.000000 Penalty: 5988.778809
	Iteration 37Q: 3 clusters Score -2.243041e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -22430834.000000 Penalty: 5988.778809
	Iteration 38Q: 3 clusters Score -2.243083e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162338 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -22431152.000000 Penalty: 5988.778809
	Iteration 39Q: 3 clusters Score -2.243115e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -22431264.000000 Penalty: 5988.778809
	Iteration 40F: 3 clusters Score -2.243126e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -22431416.000000 Penalty: 5988.778809
	Iteration 41Q: 3 clusters Score -2.243142e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -22431346.000000 Penalty: 5988.778809
	Iteration 42Q: 3 clusters Score -2.243135e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -22431592.000000 Penalty: 5988.778809
	Iteration 43Q: 3 clusters Score -2.243159e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168225 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -22431664.000000 Penalty: 5988.778809
	Iteration 44Q: 3 clusters Score -2.243166e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22431652.000000 Penalty: 5988.778809
	Iteration 45Q: 3 clusters Score -2.243165e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -22431714.000000 Penalty: 5988.778809
	Iteration 46Q: 3 clusters Score -2.243171e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -22431628.000000 Penalty: 5988.778809
	Iteration 47Q: 3 clusters Score -2.243163e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -22431604.000000 Penalty: 5988.778809
	Iteration 48Q: 3 clusters Score -2.24316e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171097 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -22431592.000000 Penalty: 5988.778809
	Iteration 49Q: 3 clusters Score -2.243159e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -22431582.000000 Penalty: 5988.778809
	Iteration 50Q: 3 clusters Score -2.243158e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171750 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -22431628.000000 Penalty: 5988.778809
	Iteration 51Q: 3 clusters Score -2.243163e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172016 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22431542.000000 Penalty: 5988.778809
	Iteration 52Q: 3 clusters Score -2.243154e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172245 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22431574.000000 Penalty: 5988.778809
	Iteration 53Q: 3 clusters Score -2.243157e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22431518.000000 Penalty: 5988.778809
	Iteration 54Q: 3 clusters Score -2.243152e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172545 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22431540.000000 Penalty: 5988.778809
	Iteration 55Q: 3 clusters Score -2.243154e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172669 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22431560.000000 Penalty: 5988.778809
	Iteration 56Q: 3 clusters Score -2.243156e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -22431546.000000 Penalty: 5988.778809
	Iteration 57Q: 3 clusters Score -2.243155e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172875 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -22431536.000000 Penalty: 5988.778809
	Iteration 58Q: 3 clusters Score -2.243154e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172968 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22431518.000000 Penalty: 5988.778809
	Iteration 59Q: 3 clusters Score -2.243152e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -22431490.000000 Penalty: 5988.778809
	Iteration 60F: 3 clusters Score -2.243149e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -22431460.000000 Penalty: 5988.778809
	Iteration 61Q: 3 clusters Score -2.243146e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -22431426.000000 Penalty: 5988.778809
	Iteration 62Q: 3 clusters Score -2.243143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173218 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22431428.000000 Penalty: 5988.778809
	Iteration 63Q: 3 clusters Score -2.243143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22431410.000000 Penalty: 5988.778809
	Iteration 64Q: 3 clusters Score -2.243141e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173309 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22431406.000000 Penalty: 5988.778809
	Iteration 65Q: 3 clusters Score -2.243141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173342 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22431378.000000 Penalty: 5988.778809
	Iteration 66Q: 3 clusters Score -2.243138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22431390.000000 Penalty: 5988.778809
	Iteration 67Q: 3 clusters Score -2.243139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22431378.000000 Penalty: 5988.778809
	Iteration 68Q: 3 clusters Score -2.243138e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173446 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -22431400.000000 Penalty: 5988.778809
	Iteration 69Q: 3 clusters Score -2.24314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -22431388.000000 Penalty: 5988.778809
	Iteration 70Q: 3 clusters Score -2.243139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -22431376.000000 Penalty: 5988.778809
	Iteration 71Q: 3 clusters Score -2.243138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173496 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22431356.000000 Penalty: 5988.778809
	Iteration 72Q: 3 clusters Score -2.243136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173512 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22431372.000000 Penalty: 5988.778809
	Iteration 73Q: 3 clusters Score -2.243137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -22431374.000000 Penalty: 5988.778809
	Iteration 74Q: 3 clusters Score -2.243137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -22431376.000000 Penalty: 5988.778809
	Iteration 75Q: 3 clusters Score -2.243138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173548 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22431382.000000 Penalty: 5988.778809
	Iteration 76Q: 3 clusters Score -2.243138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22431390.000000 Penalty: 5988.778809
	Iteration 77Q: 3 clusters Score -2.243139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173554 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22431382.000000 Penalty: 5988.778809
	Iteration 78Q: 3 clusters Score -2.243138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173559 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22431382.000000 Penalty: 5988.778809
	Iteration 79Q: 3 clusters Score -2.243138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -22431380.000000 Penalty: 5988.778809
	Iteration 80F: 3 clusters Score -2.243138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22431366.000000 Penalty: 5988.778809
	Iteration 81Q: 3 clusters Score -2.243137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173582 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -22431394.000000 Penalty: 5988.778809
	Iteration 82Q: 3 clusters Score -2.243139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22431382.000000 Penalty: 5988.778809
	Iteration 83Q: 3 clusters Score -2.243138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173592 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -22431386.000000 Penalty: 5988.778809
	Iteration 84Q: 3 clusters Score -2.243139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173598 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -22431398.000000 Penalty: 5988.778809
	Iteration 85Q: 3 clusters Score -2.24314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173605 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -22431386.000000 Penalty: 5988.778809
	Iteration 86Q: 3 clusters Score -2.243139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173612 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22431374.000000 Penalty: 5988.778809
	Iteration 87Q: 3 clusters Score -2.243137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173614 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22431376.000000 Penalty: 5988.778809
	Iteration 88Q: 3 clusters Score -2.243138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173617 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22431370.000000 Penalty: 5988.778809
	Iteration 89Q: 3 clusters Score -2.243137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173619 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22431366.000000 Penalty: 5988.778809
	Iteration 90Q: 3 clusters Score -2.243137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22431376.000000 Penalty: 5988.778809
	Iteration 91Q: 3 clusters Score -2.243138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22431374.000000 Penalty: 5988.778809
	Iteration 92Q: 3 clusters Score -2.243137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22431364.000000 Penalty: 5988.778809
	Iteration 93Q: 3 clusters Score -2.243136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22431364.000000 Penalty: 5988.778809
	Iteration 94F: 3 clusters Score -2.243136e+07 nChanged 0
--- Evaluating fit on full set of 2345756 points ---
Entering Unmasked Estep 
Score: -295293408.000000 Penalty: 72753.867188
23->21 Clusters: Score -295293408.000000, best is -295973888.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 781918 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 33692 members 
Mstep: Class 3 contains 34063 members 
Mstep: Class 4 contains 34024 members 
Mstep: Class 5 contains 33871 members 
Mstep: Class 6 contains 34014 members 
Mstep: Class 7 contains 33859 members 
Mstep: Class 8 contains 34029 members 
Mstep: Class 9 contains 34108 members 
Mstep: Class 10 contains 34134 members 
Mstep: Class 11 contains 33971 members 
Mstep: Class 12 contains 33951 members 
Mstep: Class 13 contains 33960 members 
Mstep: Class 14 contains 33903 members 
Mstep: Class 15 contains 33935 members 
Mstep: Class 16 contains 34032 members 
Mstep: Class 17 contains 33571 members 
Mstep: Class 18 contains 34003 members 
Mstep: Class 19 contains 34540 members 
Mstep: Class 20 contains 33912 members 
Mstep: Class 21 contains 33818 members 
Mstep: Class 22 contains 34360 members 
Mstep: Class 23 contains 34284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 172.019135 but Gain 3365.234375
Score: -94673896.000000 Penalty: 74035.218750
Iteration 0F: 23 clusters Score -9.46739e+07 nChanged 744524
Entering Unmasked Mstep 
Mstep: Class 0 contains 2491 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 63512 members 
Mstep: Class 3 contains 15001 members 
Mstep: Class 4 contains 33018 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 8 contains 10952 members 
Mstep: Class 9 contains 58307 members 
Mstep: Class 10 contains 23970 members 
Mstep: Class 11 contains 10919 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 13 contains 80645 members 
Mstep: Class 14 contains 6323 members 
Mstep: Class 15 contains 29552 members 
Mstep: Class 16 contains 13944 members 
Mstep: Class 17 contains 21396 members 
Mstep: Class 18 contains 54849 members 
Mstep: Class 19 contains 20163 members 
Mstep: Class 20 contains 52412 members 
Mstep: Class 21 contains 52414 members 
Mstep: Class 22 contains 65786 members 
Mstep: Class 23 contains 72025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2759.623291 but Gain 3365.234375
Score: -97076704.000000 Penalty: 70669.984375
Iteration 1F: 22 clusters Score -9.70767e+07 nChanged 247203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2293 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 79103 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 24442 members 
Mstep: Class 5 contains 14910 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 69369 members 
Mstep: Class 10 contains 21845 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 109588 members 
Mstep: Class 15 contains 21043 members 
Mstep: Class 16 contains 10427 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 18 contains 66135 members 
Mstep: Class 19 contains 15290 members 
Mstep: Class 20 contains 54907 members 
Mstep: Class 21 contains 43990 members 
Mstep: Class 22 contains 54413 members 
Mstep: Class 23 contains 68592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2310.414795 but Gain 3365.242188
Score: -97384112.000000 Penalty: 67304.742188
Iteration 2F: 21 clusters Score -9.738411e+07 nChanged 158552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2120 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 87541 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 12398 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 8 contains 6874 members 
Mstep: Class 9 contains 85799 members 
Mstep: Class 10 contains 17573 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 13 contains 136928 members 
Mstep: Class 15 contains 15067 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 10599 members 
Mstep: Class 18 contains 70463 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 57969 members 
Mstep: Class 21 contains 33906 members 
Mstep: Class 22 contains 44320 members 
Mstep: Class 23 contains 67866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97620152.000000 Penalty: 67304.742188
Iteration 3F: 21 clusters Score -9.762015e+07 nChanged 121493
Entering Unmasked Mstep 
Mstep: Class 0 contains 493 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 92002 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 10030 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 8 contains 4864 members 
Mstep: Class 9 contains 96725 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 13 contains 168067 members 
Mstep: Class 15 contains 10306 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 6694 members 
Mstep: Class 18 contains 71182 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 20 contains 60767 members 
Mstep: Class 21 contains 23005 members 
Mstep: Class 22 contains 39647 members 
Mstep: Class 23 contains 64703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97812568.000000 Penalty: 67304.742188
Iteration 4F: 21 clusters Score -9.781257e+07 nChanged 105098
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 92737 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 2734 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 102985 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 13 contains 206541 members 
Mstep: Class 15 contains 6735 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 68221 members 
Mstep: Class 19 contains 5796 members 
Mstep: Class 20 contains 62894 members 
Mstep: Class 21 contains 14085 members 
Mstep: Class 22 contains 36810 members 
Mstep: Class 23 contains 58646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2210.103027 but Gain 3365.234375
Score: -97891824.000000 Penalty: 63939.507812
Iteration 5F: 20 clusters Score -9.789182e+07 nChanged 101194
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 91551 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 5415 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 8 contains 2555 members 
Mstep: Class 9 contains 105866 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 5684 members 
Mstep: Class 13 contains 247989 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 18 contains 62932 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 63605 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 34898 members 
Mstep: Class 23 contains 51412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2381.891602 but Gain 3365.238281
Score: -97933616.000000 Penalty: 60574.269531
Iteration 6F: 19 clusters Score -9.793362e+07 nChanged 85507
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 92720 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 107230 members 
Mstep: Class 10 contains 4337 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 13 contains 274593 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 18 contains 58727 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 63985 members 
Mstep: Class 21 contains 4801 members 
Mstep: Class 22 contains 34235 members 
Mstep: Class 23 contains 45004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2485.169678 but Gain 3365.238281
Score: -97965776.000000 Penalty: 57209.031250
Iteration 7F: 18 clusters Score -9.796578e+07 nChanged 73014
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 97631 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 108443 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 13 contains 286552 members 
Mstep: Class 18 contains 55926 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 64090 members 
Mstep: Class 21 contains 2973 members 
Mstep: Class 22 contains 34569 members 
Mstep: Class 23 contains 40702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2167.183350 but Gain 3365.238281
Score: -97999112.000000 Penalty: 53843.792969
Iteration 8F: 17 clusters Score -9.799911e+07 nChanged 64082
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 105997 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 9625 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 8 contains 1201 members 
Mstep: Class 9 contains 107783 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 13 contains 288251 members 
Mstep: Class 18 contains 54183 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 64317 members 
Mstep: Class 22 contains 35285 members 
Mstep: Class 23 contains 38335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2494.415527 but Gain 3365.234375
Score: -98027352.000000 Penalty: 50478.558594
Iteration 9F: 16 clusters Score -9.802735e+07 nChanged 56003
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 116721 members 
Mstep: Class 3 contains 3249 members 
Mstep: Class 4 contains 2545 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 2929 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 106456 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 13 contains 282923 members 
Mstep: Class 18 contains 53607 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 63822 members 
Mstep: Class 22 contains 36493 members 
Mstep: Class 23 contains 37206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2856.541992 but Gain 3365.238281
Score: -98053464.000000 Penalty: 47113.320312
Iteration 10F: 15 clusters Score -9.805346e+07 nChanged 49628
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 130239 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 8 contains 1069 members 
Mstep: Class 9 contains 104905 members 
Mstep: Class 11 contains 8658 members 
Mstep: Class 13 contains 273020 members 
Mstep: Class 18 contains 53269 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 62509 members 
Mstep: Class 22 contains 37904 members 
Mstep: Class 23 contains 36293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3226.037354 but Gain 3365.238281
Score: -98077368.000000 Penalty: 43748.082031
Iteration 11F: 14 clusters Score -9.807737e+07 nChanged 45161
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 143926 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 103214 members 
Mstep: Class 11 contains 9898 members 
Mstep: Class 13 contains 260941 members 
Mstep: Class 18 contains 53351 members 
Mstep: Class 20 contains 60020 members 
Mstep: Class 22 contains 39364 members 
Mstep: Class 23 contains 35717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101136.000000 Penalty: 43748.082031
Iteration 12F: 14 clusters Score -9.810114e+07 nChanged 40810
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 158161 members 
Mstep: Class 3 contains 3068 members 
Mstep: Class 5 contains 15233 members 
Mstep: Class 6 contains 2990 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 101369 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 13 contains 247185 members 
Mstep: Class 18 contains 53568 members 
Mstep: Class 20 contains 56410 members 
Mstep: Class 22 contains 40683 members 
Mstep: Class 23 contains 34979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98122848.000000 Penalty: 43748.082031
Iteration 13F: 14 clusters Score -9.812285e+07 nChanged 39552
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 174269 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 5 contains 16547 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 99335 members 
Mstep: Class 11 contains 13258 members 
Mstep: Class 13 contains 232261 members 
Mstep: Class 18 contains 53741 members 
Mstep: Class 20 contains 52311 members 
Mstep: Class 22 contains 41815 members 
Mstep: Class 23 contains 34283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98142720.000000 Penalty: 43748.082031
Iteration 14F: 14 clusters Score -9.814272e+07 nChanged 40748
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 193622 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 5 contains 17749 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 97245 members 
Mstep: Class 11 contains 15078 members 
Mstep: Class 13 contains 215329 members 
Mstep: Class 18 contains 53838 members 
Mstep: Class 20 contains 47863 members 
Mstep: Class 22 contains 42544 members 
Mstep: Class 23 contains 33476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98157128.000000 Penalty: 43748.082031
Iteration 15F: 14 clusters Score -9.815713e+07 nChanged 41856
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 214569 members 
Mstep: Class 3 contains 2897 members 
Mstep: Class 5 contains 18843 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 95239 members 
Mstep: Class 11 contains 17030 members 
Mstep: Class 13 contains 197329 members 
Mstep: Class 18 contains 53752 members 
Mstep: Class 20 contains 43570 members 
Mstep: Class 22 contains 42987 members 
Mstep: Class 23 contains 32775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98164112.000000 Penalty: 43748.082031
Iteration 16F: 14 clusters Score -9.816411e+07 nChanged 38965
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 231845 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 5 contains 19827 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 9 contains 93375 members 
Mstep: Class 11 contains 19111 members 
Mstep: Class 13 contains 182067 members 
Mstep: Class 18 contains 53989 members 
Mstep: Class 20 contains 39714 members 
Mstep: Class 22 contains 43333 members 
Mstep: Class 23 contains 32300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98163792.000000 Penalty: 43748.082031
Iteration 17Q: 14 clusters Score -9.816379e+07 nChanged 34597
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 242074 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 5 contains 20684 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 91579 members 
Mstep: Class 11 contains 21319 members 
Mstep: Class 13 contains 171797 members 
Mstep: Class 18 contains 54976 members 
Mstep: Class 20 contains 36292 members 
Mstep: Class 22 contains 44099 members 
Mstep: Class 23 contains 32144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98163136.000000 Penalty: 43748.082031
Iteration 18Q: 14 clusters Score -9.816314e+07 nChanged 30789
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 245416 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 5 contains 21407 members 
Mstep: Class 6 contains 2996 members 
Mstep: Class 8 contains 1265 members 
Mstep: Class 9 contains 89625 members 
Mstep: Class 11 contains 23544 members 
Mstep: Class 13 contains 167213 members 
Mstep: Class 18 contains 56547 members 
Mstep: Class 20 contains 33162 members 
Mstep: Class 22 contains 45167 members 
Mstep: Class 23 contains 32266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98163608.000000 Penalty: 43748.082031
Iteration 19Q: 14 clusters Score -9.816361e+07 nChanged 27596
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 244114 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 5 contains 22003 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 87682 members 
Mstep: Class 11 contains 25715 members 
Mstep: Class 13 contains 166292 members 
Mstep: Class 18 contains 58457 members 
Mstep: Class 20 contains 30288 members 
Mstep: Class 22 contains 46587 members 
Mstep: Class 23 contains 32437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98166520.000000 Penalty: 43748.082031
Iteration 20F: 14 clusters Score -9.816652e+07 nChanged 24798
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 239761 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 5 contains 22480 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 85812 members 
Mstep: Class 11 contains 27755 members 
Mstep: Class 13 contains 167938 members 
Mstep: Class 18 contains 60536 members 
Mstep: Class 20 contains 27606 members 
Mstep: Class 22 contains 48255 members 
Mstep: Class 23 contains 32617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98171784.000000 Penalty: 43748.082031
Iteration 21Q: 14 clusters Score -9.817178e+07 nChanged 22498
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 233503 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 5 contains 22910 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 84020 members 
Mstep: Class 11 contains 29682 members 
Mstep: Class 13 contains 170891 members 
Mstep: Class 18 contains 62814 members 
Mstep: Class 20 contains 24989 members 
Mstep: Class 22 contains 50157 members 
Mstep: Class 23 contains 32855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98177440.000000 Penalty: 43748.082031
Iteration 22Q: 14 clusters Score -9.817744e+07 nChanged 21069
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 226208 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 5 contains 23322 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 8 contains 1295 members 
Mstep: Class 9 contains 82251 members 
Mstep: Class 11 contains 31462 members 
Mstep: Class 13 contains 174539 members 
Mstep: Class 18 contains 65105 members 
Mstep: Class 20 contains 22559 members 
Mstep: Class 22 contains 52257 members 
Mstep: Class 23 contains 33060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98183792.000000 Penalty: 43748.082031
Iteration 23Q: 14 clusters Score -9.818379e+07 nChanged 19747
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 218390 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 5 contains 23694 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 80586 members 
Mstep: Class 11 contains 33038 members 
Mstep: Class 13 contains 178324 members 
Mstep: Class 18 contains 67332 members 
Mstep: Class 20 contains 20544 members 
Mstep: Class 22 contains 54447 members 
Mstep: Class 23 contains 33236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98190016.000000 Penalty: 43748.082031
Iteration 24Q: 14 clusters Score -9.819002e+07 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 210751 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 5 contains 24091 members 
Mstep: Class 6 contains 2898 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 79087 members 
Mstep: Class 11 contains 34480 members 
Mstep: Class 13 contains 181798 members 
Mstep: Class 18 contains 69425 members 
Mstep: Class 20 contains 18862 members 
Mstep: Class 22 contains 56666 members 
Mstep: Class 23 contains 33295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98195640.000000 Penalty: 43748.082031
Iteration 25Q: 14 clusters Score -9.819564e+07 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 203573 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 5 contains 24442 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 77728 members 
Mstep: Class 11 contains 35838 members 
Mstep: Class 13 contains 184895 members 
Mstep: Class 18 contains 71275 members 
Mstep: Class 20 contains 17472 members 
Mstep: Class 22 contains 58946 members 
Mstep: Class 23 contains 33231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98200048.000000 Penalty: 43748.082031
Iteration 26Q: 14 clusters Score -9.820005e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 196978 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 5 contains 24774 members 
Mstep: Class 6 contains 2886 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 76451 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 13 contains 187484 members 
Mstep: Class 18 contains 72891 members 
Mstep: Class 20 contains 16387 members 
Mstep: Class 22 contains 61306 members 
Mstep: Class 23 contains 33027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98205464.000000 Penalty: 43748.082031
Iteration 27Q: 14 clusters Score -9.820546e+07 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 191144 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 5 contains 25019 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 8 contains 1332 members 
Mstep: Class 9 contains 75255 members 
Mstep: Class 11 contains 38174 members 
Mstep: Class 13 contains 189760 members 
Mstep: Class 18 contains 74252 members 
Mstep: Class 20 contains 15558 members 
Mstep: Class 22 contains 63694 members 
Mstep: Class 23 contains 32671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98209840.000000 Penalty: 43748.082031
Iteration 28Q: 14 clusters Score -9.820984e+07 nChanged 14417
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 186174 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 5 contains 25264 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 8 contains 1335 members 
Mstep: Class 9 contains 74135 members 
Mstep: Class 11 contains 39174 members 
Mstep: Class 13 contains 191598 members 
Mstep: Class 18 contains 75324 members 
Mstep: Class 20 contains 14899 members 
Mstep: Class 22 contains 66002 members 
Mstep: Class 23 contains 32119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98213864.000000 Penalty: 43748.082031
Iteration 29Q: 14 clusters Score -9.821386e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 182000 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 5 contains 25545 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 8 contains 1340 members 
Mstep: Class 9 contains 73067 members 
Mstep: Class 11 contains 40087 members 
Mstep: Class 13 contains 193076 members 
Mstep: Class 18 contains 76194 members 
Mstep: Class 20 contains 14410 members 
Mstep: Class 22 contains 68182 members 
Mstep: Class 23 contains 31373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98217632.000000 Penalty: 43748.082031
Iteration 30Q: 14 clusters Score -9.821763e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 178875 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 5 contains 25785 members 
Mstep: Class 6 contains 2854 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 72156 members 
Mstep: Class 11 contains 40911 members 
Mstep: Class 13 contains 194105 members 
Mstep: Class 18 contains 76803 members 
Mstep: Class 20 contains 13989 members 
Mstep: Class 22 contains 70104 members 
Mstep: Class 23 contains 30534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98220592.000000 Penalty: 43748.082031
Iteration 31Q: 14 clusters Score -9.822059e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 176458 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 5 contains 26003 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 71375 members 
Mstep: Class 11 contains 41652 members 
Mstep: Class 13 contains 194841 members 
Mstep: Class 18 contains 77100 members 
Mstep: Class 20 contains 13685 members 
Mstep: Class 22 contains 71779 members 
Mstep: Class 23 contains 29652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98223360.000000 Penalty: 43748.082031
Iteration 32Q: 14 clusters Score -9.822336e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 174662 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 70611 members 
Mstep: Class 11 contains 42322 members 
Mstep: Class 13 contains 195299 members 
Mstep: Class 18 contains 77179 members 
Mstep: Class 20 contains 13418 members 
Mstep: Class 22 contains 73350 members 
Mstep: Class 23 contains 28777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98225336.000000 Penalty: 43748.082031
Iteration 33Q: 14 clusters Score -9.822534e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 173286 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 5 contains 26502 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 69900 members 
Mstep: Class 11 contains 42916 members 
Mstep: Class 13 contains 195612 members 
Mstep: Class 18 contains 77183 members 
Mstep: Class 20 contains 13217 members 
Mstep: Class 22 contains 74798 members 
Mstep: Class 23 contains 27762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98227576.000000 Penalty: 43748.082031
Iteration 34Q: 14 clusters Score -9.822758e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 172302 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 5 contains 26798 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 69247 members 
Mstep: Class 11 contains 43486 members 
Mstep: Class 13 contains 195746 members 
Mstep: Class 18 contains 77149 members 
Mstep: Class 20 contains 13050 members 
Mstep: Class 22 contains 76073 members 
Mstep: Class 23 contains 26690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98229856.000000 Penalty: 43748.082031
Iteration 35Q: 14 clusters Score -9.822986e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 171595 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 5 contains 27105 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 68662 members 
Mstep: Class 11 contains 43995 members 
Mstep: Class 13 contains 195797 members 
Mstep: Class 18 contains 77043 members 
Mstep: Class 20 contains 12898 members 
Mstep: Class 22 contains 77344 members 
Mstep: Class 23 contains 25517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98231912.000000 Penalty: 43748.082031
Iteration 36Q: 14 clusters Score -9.823191e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 171106 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 5 contains 27478 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 68127 members 
Mstep: Class 11 contains 44452 members 
Mstep: Class 13 contains 195760 members 
Mstep: Class 18 contains 76834 members 
Mstep: Class 20 contains 12759 members 
Mstep: Class 22 contains 78633 members 
Mstep: Class 23 contains 24339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98233584.000000 Penalty: 43748.082031
Iteration 37Q: 14 clusters Score -9.823358e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 170755 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 5 contains 27884 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 8 contains 1449 members 
Mstep: Class 9 contains 67675 members 
Mstep: Class 11 contains 44892 members 
Mstep: Class 13 contains 195609 members 
Mstep: Class 18 contains 76597 members 
Mstep: Class 20 contains 12672 members 
Mstep: Class 22 contains 79773 members 
Mstep: Class 23 contains 23192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98234568.000000 Penalty: 43748.082031
Iteration 38Q: 14 clusters Score -9.823457e+07 nChanged 9132
Entering ConstructFrom: 
Score: -98234568.000000 Penalty: 43748.082031
Entering ConstructFrom: 
Trying to split cluster 1 (76335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Entering Unmasked Estep 
Score: -9832454.000000 Penalty: 2788.235840
	Iteration 0F: 2 clusters Score -9832454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -9781432.000000 Penalty: 5576.471680
	Iteration 0F: 3 clusters Score -9781432 nChanged 35837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -9801917.000000 Penalty: 5576.471680
	Iteration 1F: 3 clusters Score -9801917 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -9802879.000000 Penalty: 5576.471680
	Iteration 2Q: 3 clusters Score -9802879 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -9804157.000000 Penalty: 5576.471680
	Iteration 3Q: 3 clusters Score -9804157 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9805801.000000 Penalty: 5576.471680
	Iteration 4Q: 3 clusters Score -9805801 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -9808311.000000 Penalty: 5576.471680
	Iteration 5F: 3 clusters Score -9808311 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -9811830.000000 Penalty: 5576.471680
	Iteration 6F: 3 clusters Score -9811830 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -9815950.000000 Penalty: 5576.471680
	Iteration 7F: 3 clusters Score -9815950 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -9820078.000000 Penalty: 5576.471680
	Iteration 8F: 3 clusters Score -9820078 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -9823457.000000 Penalty: 5576.471680
	Iteration 9F: 3 clusters Score -9823457 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -9825739.000000 Penalty: 5576.471680
	Iteration 10Q: 3 clusters Score -9825739 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -9827077.000000 Penalty: 5576.471680
	Iteration 11Q: 3 clusters Score -9827077 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -9827860.000000 Penalty: 5576.471680
	Iteration 12Q: 3 clusters Score -9827860 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -9828360.000000 Penalty: 5576.471680
	Iteration 13Q: 3 clusters Score -9828360 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -9828735.000000 Penalty: 5576.471680
	Iteration 14Q: 3 clusters Score -9828735 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9829029.000000 Penalty: 5576.471680
	Iteration 15Q: 3 clusters Score -9829029 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9829264.000000 Penalty: 5576.471680
	Iteration 16Q: 3 clusters Score -9829264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -9829437.000000 Penalty: 5576.471680
	Iteration 17Q: 3 clusters Score -9829437 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -9829532.000000 Penalty: 5576.471680
	Iteration 18Q: 3 clusters Score -9829532 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -9829664.000000 Penalty: 5576.471680
	Iteration 19Q: 3 clusters Score -9829664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -9829744.000000 Penalty: 5576.471680
	Iteration 20F: 3 clusters Score -9829744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -9829783.000000 Penalty: 5576.471680
	Iteration 21Q: 3 clusters Score -9829783 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -9829865.000000 Penalty: 5576.471680
	Iteration 22Q: 3 clusters Score -9829865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -9829912.000000 Penalty: 5576.471680
	Iteration 23Q: 3 clusters Score -9829912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -9829952.000000 Penalty: 5576.471680
	Iteration 24Q: 3 clusters Score -9829952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -9830033.000000 Penalty: 5576.471680
	Iteration 25Q: 3 clusters Score -9830033 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -9830040.000000 Penalty: 5576.471680
	Iteration 26Q: 3 clusters Score -9830040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9830085.000000 Penalty: 5576.471680
	Iteration 27Q: 3 clusters Score -9830085 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 74268 members 
Entering Unmasked Estep 
Score: -9830081.000000 Penalty: 5576.471680
	Iteration 28Q: 3 clusters Score -9830081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -9830096.000000 Penalty: 5576.471680
	Iteration 29Q: 3 clusters Score -9830096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -9830128.000000 Penalty: 5576.471680
	Iteration 30Q: 3 clusters Score -9830128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -9830155.000000 Penalty: 5576.471680
	Iteration 31Q: 3 clusters Score -9830155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -9830176.000000 Penalty: 5576.471680
	Iteration 32Q: 3 clusters Score -9830176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -9830189.000000 Penalty: 5576.471680
	Iteration 33Q: 3 clusters Score -9830189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -9830194.000000 Penalty: 5576.471680
	Iteration 34Q: 3 clusters Score -9830194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -9830217.000000 Penalty: 5576.471680
	Iteration 35Q: 3 clusters Score -9830217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -9830211.000000 Penalty: 5576.471680
	Iteration 36Q: 3 clusters Score -9830211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -9830234.000000 Penalty: 5576.471680
	Iteration 37Q: 3 clusters Score -9830234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 74677 members 
Entering Unmasked Estep 
Score: -9830239.000000 Penalty: 5576.471680
	Iteration 38Q: 3 clusters Score -9830239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -9830259.000000 Penalty: 5576.471680
	Iteration 39Q: 3 clusters Score -9830259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -9830275.000000 Penalty: 5576.471680
	Iteration 40F: 3 clusters Score -9830275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -9830285.000000 Penalty: 5576.471680
	Iteration 41Q: 3 clusters Score -9830285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -9830288.000000 Penalty: 5576.471680
	Iteration 42Q: 3 clusters Score -9830288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -9830294.000000 Penalty: 5576.471680
	Iteration 43Q: 3 clusters Score -9830294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -9830317.000000 Penalty: 5576.471680
	Iteration 44Q: 3 clusters Score -9830317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -9830326.000000 Penalty: 5576.471680
	Iteration 45Q: 3 clusters Score -9830326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -9830324.000000 Penalty: 5576.471680
	Iteration 46Q: 3 clusters Score -9830324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -9830329.000000 Penalty: 5576.471680
	Iteration 47Q: 3 clusters Score -9830329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -9830341.000000 Penalty: 5576.471680
	Iteration 48Q: 3 clusters Score -9830341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -9830347.000000 Penalty: 5576.471680
	Iteration 49Q: 3 clusters Score -9830347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -9830352.000000 Penalty: 5576.471680
	Iteration 50Q: 3 clusters Score -9830352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -9830340.000000 Penalty: 5576.471680
	Iteration 51Q: 3 clusters Score -9830340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -9830337.000000 Penalty: 5576.471680
	Iteration 52Q: 3 clusters Score -9830337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
Score: -9830329.000000 Penalty: 5576.471680
	Iteration 53Q: 3 clusters Score -9830329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -9830332.000000 Penalty: 5576.471680
	Iteration 54Q: 3 clusters Score -9830332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -9830337.000000 Penalty: 5576.471680
	Iteration 55Q: 3 clusters Score -9830337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -9830342.000000 Penalty: 5576.471680
	Iteration 56Q: 3 clusters Score -9830342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -9830349.000000 Penalty: 5576.471680
	Iteration 57Q: 3 clusters Score -9830349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -9830348.000000 Penalty: 5576.471680
	Iteration 58Q: 3 clusters Score -9830348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -9830355.000000 Penalty: 5576.471680
	Iteration 59Q: 3 clusters Score -9830355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -9830345.000000 Penalty: 5576.471680
	Iteration 60F: 3 clusters Score -9830345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -9830355.000000 Penalty: 5576.471680
	Iteration 61Q: 3 clusters Score -9830355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -9830357.000000 Penalty: 5576.471680
	Iteration 62Q: 3 clusters Score -9830357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 74989 members 
Entering Unmasked Estep 
Score: -9830334.000000 Penalty: 5576.471680
	Iteration 63Q: 3 clusters Score -9830334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -9830340.000000 Penalty: 5576.471680
	Iteration 64Q: 3 clusters Score -9830340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -9830336.000000 Penalty: 5576.471680
	Iteration 65Q: 3 clusters Score -9830336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -9830334.000000 Penalty: 5576.471680
	Iteration 66Q: 3 clusters Score -9830334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -9830340.000000 Penalty: 5576.471680
	Iteration 67Q: 3 clusters Score -9830340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -9830346.000000 Penalty: 5576.471680
	Iteration 68Q: 3 clusters Score -9830346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -9830347.000000 Penalty: 5576.471680
	Iteration 69Q: 3 clusters Score -9830347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -9830347.000000 Penalty: 5576.471680
	Iteration 70Q: 3 clusters Score -9830347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -9830349.000000 Penalty: 5576.471680
	Iteration 71Q: 3 clusters Score -9830349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -9830355.000000 Penalty: 5576.471680
	Iteration 72Q: 3 clusters Score -9830355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -9830350.000000 Penalty: 5576.471680
	Iteration 73Q: 3 clusters Score -9830350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -9830351.000000 Penalty: 5576.471680
	Iteration 74Q: 3 clusters Score -9830351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -9830345.000000 Penalty: 5576.471680
	Iteration 75Q: 3 clusters Score -9830345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -9830349.000000 Penalty: 5576.471680
	Iteration 76Q: 3 clusters Score -9830349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -9830348.000000 Penalty: 5576.471680
	Iteration 77Q: 3 clusters Score -9830348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -9830352.000000 Penalty: 5576.471680
	Iteration 78Q: 3 clusters Score -9830352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -9830352.000000 Penalty: 5576.471680
	Iteration 79Q: 3 clusters Score -9830352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -9830352.000000 Penalty: 5576.471680
	Iteration 80F: 3 clusters Score -9830352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Entering Unmasked Estep 
Score: -21853932.000000 Penalty: 2987.577637
	Iteration 0F: 2 clusters Score -2.185393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -21742124.000000 Penalty: 5975.155273
	Iteration 0F: 3 clusters Score -2.174212e+07 nChanged 81939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -21789596.000000 Penalty: 5975.155273
	Iteration 1F: 3 clusters Score -2.17896e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -21790610.000000 Penalty: 5975.155273
	Iteration 2Q: 3 clusters Score -2.179061e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -21792546.000000 Penalty: 5975.155273
	Iteration 3Q: 3 clusters Score -2.179255e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -21795416.000000 Penalty: 5975.155273
	Iteration 4Q: 3 clusters Score -2.179542e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -21800336.000000 Penalty: 5975.155273
	Iteration 5Q: 3 clusters Score -2.180034e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -21808030.000000 Penalty: 5975.155273
	Iteration 6F: 3 clusters Score -2.180803e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -21819278.000000 Penalty: 5975.155273
	Iteration 7F: 3 clusters Score -2.181928e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 104985 members 
Entering Unmasked Estep 
Score: -21829302.000000 Penalty: 5975.155273
	Iteration 8F: 3 clusters Score -2.18293e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 107732 members 
Entering Unmasked Estep 
Score: -21834348.000000 Penalty: 5975.155273
	Iteration 9F: 3 clusters Score -2.183435e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 109760 members 
Entering Unmasked Estep 
Score: -21836258.000000 Penalty: 5975.155273
	Iteration 10Q: 3 clusters Score -2.183626e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 111692 members 
Entering Unmasked Estep 
Score: -21837190.000000 Penalty: 5975.155273
	Iteration 11Q: 3 clusters Score -2.183719e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -21838254.000000 Penalty: 5975.155273
	Iteration 12Q: 3 clusters Score -2.183825e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -21839112.000000 Penalty: 5975.155273
	Iteration 13Q: 3 clusters Score -2.183911e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 117686 members 
Entering Unmasked Estep 
Score: -21840072.000000 Penalty: 5975.155273
	Iteration 14Q: 3 clusters Score -2.184007e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 119921 members 
Entering Unmasked Estep 
Score: -21840998.000000 Penalty: 5975.155273
	Iteration 15Q: 3 clusters Score -2.1841e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 122233 members 
Entering Unmasked Estep 
Score: -21841782.000000 Penalty: 5975.155273
	Iteration 16Q: 3 clusters Score -2.184178e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 124506 members 
Entering Unmasked Estep 
Score: -21842878.000000 Penalty: 5975.155273
	Iteration 17Q: 3 clusters Score -2.184288e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -21843848.000000 Penalty: 5975.155273
	Iteration 18Q: 3 clusters Score -2.184385e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 129071 members 
Entering Unmasked Estep 
Score: -21844760.000000 Penalty: 5975.155273
	Iteration 19Q: 3 clusters Score -2.184476e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 131225 members 
Entering Unmasked Estep 
Score: -21845548.000000 Penalty: 5975.155273
	Iteration 20F: 3 clusters Score -2.184555e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 133335 members 
Entering Unmasked Estep 
Score: -21846190.000000 Penalty: 5975.155273
	Iteration 21Q: 3 clusters Score -2.184619e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -21846754.000000 Penalty: 5975.155273
	Iteration 22Q: 3 clusters Score -2.184675e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -21847418.000000 Penalty: 5975.155273
	Iteration 23Q: 3 clusters Score -2.184742e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 139286 members 
Entering Unmasked Estep 
Score: -21848098.000000 Penalty: 5975.155273
	Iteration 24Q: 3 clusters Score -2.18481e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -21848700.000000 Penalty: 5975.155273
	Iteration 25Q: 3 clusters Score -2.18487e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 142881 members 
Entering Unmasked Estep 
Score: -21849158.000000 Penalty: 5975.155273
	Iteration 26Q: 3 clusters Score -2.184916e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 144594 members 
Entering Unmasked Estep 
Score: -21849768.000000 Penalty: 5975.155273
	Iteration 27Q: 3 clusters Score -2.184977e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -21850250.000000 Penalty: 5975.155273
	Iteration 28Q: 3 clusters Score -2.185025e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 147826 members 
Entering Unmasked Estep 
Score: -21850816.000000 Penalty: 5975.155273
	Iteration 29Q: 3 clusters Score -2.185082e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 149360 members 
Entering Unmasked Estep 
Score: -21851256.000000 Penalty: 5975.155273
	Iteration 30Q: 3 clusters Score -2.185126e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -21851602.000000 Penalty: 5975.155273
	Iteration 31Q: 3 clusters Score -2.18516e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 152145 members 
Entering Unmasked Estep 
Score: -21851996.000000 Penalty: 5975.155273
	Iteration 32Q: 3 clusters Score -2.1852e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -21852284.000000 Penalty: 5975.155273
	Iteration 33Q: 3 clusters Score -2.185228e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -21852590.000000 Penalty: 5975.155273
	Iteration 34Q: 3 clusters Score -2.185259e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 155739 members 
Entering Unmasked Estep 
Score: -21852880.000000 Penalty: 5975.155273
	Iteration 35Q: 3 clusters Score -2.185288e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -21853138.000000 Penalty: 5975.155273
	Iteration 36Q: 3 clusters Score -2.185314e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -21853320.000000 Penalty: 5975.155273
	Iteration 37Q: 3 clusters Score -2.185332e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -21853472.000000 Penalty: 5975.155273
	Iteration 38Q: 3 clusters Score -2.185347e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -21853558.000000 Penalty: 5975.155273
	Iteration 39Q: 3 clusters Score -2.185356e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21853714.000000 Penalty: 5975.155273
	Iteration 40F: 3 clusters Score -2.185371e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -21853778.000000 Penalty: 5975.155273
	Iteration 41Q: 3 clusters Score -2.185378e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 160838 members 
Entering Unmasked Estep 
Score: -21853882.000000 Penalty: 5975.155273
	Iteration 42Q: 3 clusters Score -2.185388e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -21853916.000000 Penalty: 5975.155273
	Iteration 43Q: 3 clusters Score -2.185392e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 161810 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 44Q: 3 clusters Score -2.185397e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -21854028.000000 Penalty: 5975.155273
	Iteration 45Q: 3 clusters Score -2.185403e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -21854018.000000 Penalty: 5975.155273
	Iteration 46Q: 3 clusters Score -2.185402e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -21854022.000000 Penalty: 5975.155273
	Iteration 47Q: 3 clusters Score -2.185402e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 163125 members 
Entering Unmasked Estep 
Score: -21854022.000000 Penalty: 5975.155273
	Iteration 48Q: 3 clusters Score -2.185402e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -21853994.000000 Penalty: 5975.155273
	Iteration 49Q: 3 clusters Score -2.185399e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -21854056.000000 Penalty: 5975.155273
	Iteration 50Q: 3 clusters Score -2.185406e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -21854038.000000 Penalty: 5975.155273
	Iteration 51Q: 3 clusters Score -2.185404e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -21854026.000000 Penalty: 5975.155273
	Iteration 52Q: 3 clusters Score -2.185403e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -21854036.000000 Penalty: 5975.155273
	Iteration 53Q: 3 clusters Score -2.185404e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -21853974.000000 Penalty: 5975.155273
	Iteration 54Q: 3 clusters Score -2.185397e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 164227 members 
Entering Unmasked Estep 
Score: -21853944.000000 Penalty: 5975.155273
	Iteration 55Q: 3 clusters Score -2.185394e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5975.155273
	Iteration 56Q: 3 clusters Score -2.185396e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 164430 members 
Entering Unmasked Estep 
Score: -21853940.000000 Penalty: 5975.155273
	Iteration 57Q: 3 clusters Score -2.185394e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -21853956.000000 Penalty: 5975.155273
	Iteration 58Q: 3 clusters Score -2.185396e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 164579 members 
Entering Unmasked Estep 
Score: -21853990.000000 Penalty: 5975.155273
	Iteration 59Q: 3 clusters Score -2.185399e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -21853984.000000 Penalty: 5975.155273
	Iteration 60F: 3 clusters Score -2.185398e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -21853976.000000 Penalty: 5975.155273
	Iteration 61Q: 3 clusters Score -2.185398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -21853988.000000 Penalty: 5975.155273
	Iteration 62Q: 3 clusters Score -2.185399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 164706 members 
Entering Unmasked Estep 
Score: -21853980.000000 Penalty: 5975.155273
	Iteration 63Q: 3 clusters Score -2.185398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -21854000.000000 Penalty: 5975.155273
	Iteration 64Q: 3 clusters Score -2.1854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -21853968.000000 Penalty: 5975.155273
	Iteration 65Q: 3 clusters Score -2.185397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5975.155273
	Iteration 66Q: 3 clusters Score -2.185397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 164772 members 
Entering Unmasked Estep 
Score: -21853974.000000 Penalty: 5975.155273
	Iteration 67Q: 3 clusters Score -2.185397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -21853976.000000 Penalty: 5975.155273
	Iteration 68Q: 3 clusters Score -2.185398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 164804 members 
Entering Unmasked Estep 
Score: -21853968.000000 Penalty: 5975.155273
	Iteration 69Q: 3 clusters Score -2.185397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -21853964.000000 Penalty: 5975.155273
	Iteration 70Q: 3 clusters Score -2.185396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 164834 members 
Entering Unmasked Estep 
Score: -21853982.000000 Penalty: 5975.155273
	Iteration 71Q: 3 clusters Score -2.185398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5975.155273
	Iteration 72Q: 3 clusters Score -2.185397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -21853988.000000 Penalty: 5975.155273
	Iteration 73Q: 3 clusters Score -2.185399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 164866 members 
Entering Unmasked Estep 
Score: -21853966.000000 Penalty: 5975.155273
	Iteration 74Q: 3 clusters Score -2.185397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -21853952.000000 Penalty: 5975.155273
	Iteration 75Q: 3 clusters Score -2.185395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 164884 members 
Entering Unmasked Estep 
Score: -21853970.000000 Penalty: 5975.155273
	Iteration 76Q: 3 clusters Score -2.185397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 164893 members 
Entering Unmasked Estep 
Score: -21853958.000000 Penalty: 5975.155273
	Iteration 77Q: 3 clusters Score -2.185396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -21853966.000000 Penalty: 5975.155273
	Iteration 78Q: 3 clusters Score -2.185397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 164925 members 
Entering Unmasked Estep 
Score: -21853988.000000 Penalty: 5975.155273
	Iteration 79Q: 3 clusters Score -2.185399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 164938 members 
Entering Unmasked Estep 
Score: -21853980.000000 Penalty: 5975.155273
	Iteration 80F: 3 clusters Score -2.185398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -21853986.000000 Penalty: 5975.155273
	Iteration 81Q: 3 clusters Score -2.185399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -21853976.000000 Penalty: 5975.155273
	Iteration 82Q: 3 clusters Score -2.185398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -21853996.000000 Penalty: 5975.155273
	Iteration 83Q: 3 clusters Score -2.1854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -21853982.000000 Penalty: 5975.155273
	Iteration 84Q: 3 clusters Score -2.185398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -21853980.000000 Penalty: 5975.155273
	Iteration 85Q: 3 clusters Score -2.185398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -21853968.000000 Penalty: 5975.155273
	Iteration 86Q: 3 clusters Score -2.185397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 165044 members 
Entering Unmasked Estep 
Score: -21853954.000000 Penalty: 5975.155273
	Iteration 87Q: 3 clusters Score -2.185395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -21853930.000000 Penalty: 5975.155273
	Iteration 88Q: 3 clusters Score -2.185393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -21853942.000000 Penalty: 5975.155273
	Iteration 89Q: 3 clusters Score -2.185394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -21853920.000000 Penalty: 5975.155273
	Iteration 90Q: 3 clusters Score -2.185392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 165077 members 
Entering Unmasked Estep 
Score: -21853942.000000 Penalty: 5975.155273
	Iteration 91Q: 3 clusters Score -2.185394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 165088 members 
Entering Unmasked Estep 
Score: -21853928.000000 Penalty: 5975.155273
	Iteration 92Q: 3 clusters Score -2.185393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 165099 members 
Entering Unmasked Estep 
Score: -21853946.000000 Penalty: 5975.155273
	Iteration 93Q: 3 clusters Score -2.185395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -21853946.000000 Penalty: 5975.155273
	Iteration 94Q: 3 clusters Score -2.185395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -21853936.000000 Penalty: 5975.155273
	Iteration 95Q: 3 clusters Score -2.185394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 165112 members 
Entering Unmasked Estep 
Score: -21853946.000000 Penalty: 5975.155273
	Iteration 96Q: 3 clusters Score -2.185395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -21853948.000000 Penalty: 5975.155273
	Iteration 97Q: 3 clusters Score -2.185395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 165130 members 
Entering Unmasked Estep 
Score: -21853962.000000 Penalty: 5975.155273
	Iteration 98Q: 3 clusters Score -2.185396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 165133 members 
Entering Unmasked Estep 
Score: -21853950.000000 Penalty: 5975.155273
	Iteration 99Q: 3 clusters Score -2.185395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -21853944.000000 Penalty: 5975.155273
	Iteration 100F: 3 clusters Score -2.185394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -21853952.000000 Penalty: 5975.155273
	Iteration 101Q: 3 clusters Score -2.185395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -21853956.000000 Penalty: 5975.155273
	Iteration 102Q: 3 clusters Score -2.185396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 165154 members 
Entering Unmasked Estep 
Score: -21853964.000000 Penalty: 5975.155273
	Iteration 103Q: 3 clusters Score -2.185396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -21853946.000000 Penalty: 5975.155273
	Iteration 104Q: 3 clusters Score -2.185395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5975.155273
	Iteration 105Q: 3 clusters Score -2.185396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 165188 members 
Entering Unmasked Estep 
Score: -21853946.000000 Penalty: 5975.155273
	Iteration 106Q: 3 clusters Score -2.185395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 165199 members 
Entering Unmasked Estep 
Score: -21853950.000000 Penalty: 5975.155273
	Iteration 107Q: 3 clusters Score -2.185395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -21853958.000000 Penalty: 5975.155273
	Iteration 108Q: 3 clusters Score -2.185396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 109Q: 3 clusters Score -2.185397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 110Q: 3 clusters Score -2.185397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 111Q: 3 clusters Score -2.185397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 165220 members 
Entering Unmasked Estep 
Score: -21853976.000000 Penalty: 5975.155273
	Iteration 112Q: 3 clusters Score -2.185398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 165223 members 
Entering Unmasked Estep 
Score: -21853966.000000 Penalty: 5975.155273
	Iteration 113Q: 3 clusters Score -2.185397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 165224 members 
Entering Unmasked Estep 
Score: -21853968.000000 Penalty: 5975.155273
	Iteration 114Q: 3 clusters Score -2.185397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 165225 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 115Q: 3 clusters Score -2.185397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 165227 members 
Entering Unmasked Estep 
Score: -21853982.000000 Penalty: 5975.155273
	Iteration 116Q: 3 clusters Score -2.185398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 165230 members 
Entering Unmasked Estep 
Score: -21853990.000000 Penalty: 5975.155273
	Iteration 117Q: 3 clusters Score -2.185399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -21853980.000000 Penalty: 5975.155273
	Iteration 118Q: 3 clusters Score -2.185398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -21853976.000000 Penalty: 5975.155273
	Iteration 119Q: 3 clusters Score -2.185398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 165235 members 
Entering Unmasked Estep 
Score: -21853984.000000 Penalty: 5975.155273
	Iteration 120F: 3 clusters Score -2.185398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -21853976.000000 Penalty: 5975.155273
	Iteration 121Q: 3 clusters Score -2.185398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 165238 members 
Entering Unmasked Estep 
Score: -21853960.000000 Penalty: 5975.155273
	Iteration 122Q: 3 clusters Score -2.185396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 123Q: 3 clusters Score -2.185397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -21853972.000000 Penalty: 5975.155273
	Iteration 124F: 3 clusters Score -2.185397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 165240 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 67264 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 13 contains 195198 members 
Mstep: Class 18 contains 76334 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 22 contains 80916 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
Score: -98234344.000000 Penalty: 47113.320312
Splitting cluster 2 changes total score from -98234568.000000 to -98234344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -330159.875000 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -330159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -327127.281250 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -327127.3 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -328049.937500 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -328049.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -328757.843750 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -328757.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -329459.312500 Penalty: 3917.427734
	Iteration 3F: 3 clusters Score -329459.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -329943.187500 Penalty: 3917.427734
	Iteration 4F: 3 clusters Score -329943.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -330200.062500 Penalty: 3917.427734
	Iteration 5F: 3 clusters Score -330200.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -330251.906250 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -330251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -330263.968750 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -330264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -330268.562500 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -330268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -330269.781250 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -330269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -330269.781250 Penalty: 3917.427734
	Iteration 10F: 3 clusters Score -330269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 170533 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 67264 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 13 contains 195198 members 
Mstep: Class 18 contains 76334 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 22 contains 80916 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
Score: -98233872.000000 Penalty: 47113.320312
Splitting cluster 3 changes total score from -98234568.000000 to -98233872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (28328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Entering Unmasked Estep 
Score: -3669684.000000 Penalty: 2542.398193
	Iteration 0F: 2 clusters Score -3669684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3650269.750000 Penalty: 5084.796387
	Iteration 0F: 3 clusters Score -3650270 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3657056.500000 Penalty: 5084.796387
	Iteration 1F: 3 clusters Score -3657056 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3657521.000000 Penalty: 5084.796387
	Iteration 2Q: 3 clusters Score -3657521 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3657969.250000 Penalty: 5084.796387
	Iteration 3Q: 3 clusters Score -3657969 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3658431.250000 Penalty: 5084.796387
	Iteration 4Q: 3 clusters Score -3658431 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3659044.500000 Penalty: 5084.796387
	Iteration 5Q: 3 clusters Score -3659044 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3659760.250000 Penalty: 5084.796387
	Iteration 6Q: 3 clusters Score -3659760 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3660760.750000 Penalty: 5084.796387
	Iteration 7F: 3 clusters Score -3660761 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3662092.750000 Penalty: 5084.796387
	Iteration 8F: 3 clusters Score -3662093 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3663502.000000 Penalty: 5084.796387
	Iteration 9F: 3 clusters Score -3663502 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3664770.750000 Penalty: 5084.796387
	Iteration 10Q: 3 clusters Score -3664771 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3665641.500000 Penalty: 5084.796387
	Iteration 11Q: 3 clusters Score -3665642 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3666114.500000 Penalty: 5084.796387
	Iteration 12Q: 3 clusters Score -3666114 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3666459.000000 Penalty: 5084.796387
	Iteration 13Q: 3 clusters Score -3666459 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3666685.500000 Penalty: 5084.796387
	Iteration 14Q: 3 clusters Score -3666686 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3666837.000000 Penalty: 5084.796387
	Iteration 15Q: 3 clusters Score -3666837 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3666938.500000 Penalty: 5084.796387
	Iteration 16Q: 3 clusters Score -3666938 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3667024.750000 Penalty: 5084.796387
	Iteration 17Q: 3 clusters Score -3667025 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3667105.750000 Penalty: 5084.796387
	Iteration 18Q: 3 clusters Score -3667106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3667161.500000 Penalty: 5084.796387
	Iteration 19Q: 3 clusters Score -3667162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3667215.000000 Penalty: 5084.796387
	Iteration 20F: 3 clusters Score -3667215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3667273.000000 Penalty: 5084.796387
	Iteration 21Q: 3 clusters Score -3667273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3667301.500000 Penalty: 5084.796387
	Iteration 22Q: 3 clusters Score -3667302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3667332.250000 Penalty: 5084.796387
	Iteration 23Q: 3 clusters Score -3667332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3667354.000000 Penalty: 5084.796387
	Iteration 24Q: 3 clusters Score -3667354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3667373.250000 Penalty: 5084.796387
	Iteration 25Q: 3 clusters Score -3667373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3667385.000000 Penalty: 5084.796387
	Iteration 26Q: 3 clusters Score -3667385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3667393.500000 Penalty: 5084.796387
	Iteration 27Q: 3 clusters Score -3667394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3667411.500000 Penalty: 5084.796387
	Iteration 28Q: 3 clusters Score -3667412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3667410.500000 Penalty: 5084.796387
	Iteration 29Q: 3 clusters Score -3667410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3667416.000000 Penalty: 5084.796387
	Iteration 30Q: 3 clusters Score -3667416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3667416.750000 Penalty: 5084.796387
	Iteration 31Q: 3 clusters Score -3667417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3667416.750000 Penalty: 5084.796387
	Iteration 32Q: 3 clusters Score -3667417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3667421.000000 Penalty: 5084.796387
	Iteration 33Q: 3 clusters Score -3667421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3667434.000000 Penalty: 5084.796387
	Iteration 34Q: 3 clusters Score -3667434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3667431.750000 Penalty: 5084.796387
	Iteration 35Q: 3 clusters Score -3667432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3667437.500000 Penalty: 5084.796387
	Iteration 36Q: 3 clusters Score -3667438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3667436.250000 Penalty: 5084.796387
	Iteration 37Q: 3 clusters Score -3667436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3667438.000000 Penalty: 5084.796387
	Iteration 38Q: 3 clusters Score -3667438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3667439.000000 Penalty: 5084.796387
	Iteration 39Q: 3 clusters Score -3667439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3667437.000000 Penalty: 5084.796387
	Iteration 40F: 3 clusters Score -3667437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3667437.500000 Penalty: 5084.796387
	Iteration 41Q: 3 clusters Score -3667438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3667442.750000 Penalty: 5084.796387
	Iteration 42Q: 3 clusters Score -3667443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3667442.750000 Penalty: 5084.796387
	Iteration 43F: 3 clusters Score -3667443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -286718.687500 Penalty: 1971.374634
	Iteration 0F: 2 clusters Score -286718.7 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 1456 members 
Entering Unmasked Estep 
Score: -283791.250000 Penalty: 3942.749268
	Iteration 0F: 3 clusters Score -283791.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -286265.343750 Penalty: 3942.749268
	Iteration 1F: 3 clusters Score -286265.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -288678.718750 Penalty: 3942.749268
	Iteration 2F: 3 clusters Score -288678.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -289986.750000 Penalty: 3942.749268
	Iteration 3F: 3 clusters Score -289986.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -291308.031250 Penalty: 3942.749268
	Iteration 4F: 3 clusters Score -291308 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -292100.343750 Penalty: 3942.749268
	Iteration 5F: 3 clusters Score -292100.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -292459.156250 Penalty: 3942.749268
	Iteration 6Q: 3 clusters Score -292459.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -292547.875000 Penalty: 3942.749268
	Iteration 7Q: 3 clusters Score -292547.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -292635.500000 Penalty: 3942.749268
	Iteration 8Q: 3 clusters Score -292635.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -292680.656250 Penalty: 3942.749268
	Iteration 9Q: 3 clusters Score -292680.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -292696.250000 Penalty: 3942.749268
	Iteration 10Q: 3 clusters Score -292696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292701.031250 Penalty: 3942.749268
	Iteration 11Q: 3 clusters Score -292701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292704.312500 Penalty: 3942.749268
	Iteration 12Q: 3 clusters Score -292704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -292710.406250 Penalty: 3942.749268
	Iteration 13Q: 3 clusters Score -292710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -292713.406250 Penalty: 3942.749268
	Iteration 14Q: 3 clusters Score -292713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -292715.281250 Penalty: 3942.749268
	Iteration 15Q: 3 clusters Score -292715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -292718.281250 Penalty: 3942.749268
	Iteration 16Q: 3 clusters Score -292718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -292724.312500 Penalty: 3942.749268
	Iteration 17Q: 3 clusters Score -292724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -292734.093750 Penalty: 3942.749268
	Iteration 18Q: 3 clusters Score -292734.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -292745.093750 Penalty: 3942.749268
	Iteration 19Q: 3 clusters Score -292745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -292756.656250 Penalty: 3942.749268
	Iteration 20F: 3 clusters Score -292756.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -292774.812500 Penalty: 3942.749268
	Iteration 21Q: 3 clusters Score -292774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292780.343750 Penalty: 3942.749268
	Iteration 22Q: 3 clusters Score -292780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -292784.343750 Penalty: 3942.749268
	Iteration 23Q: 3 clusters Score -292784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -292787.031250 Penalty: 3942.749268
	Iteration 24Q: 3 clusters Score -292787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -292787.187500 Penalty: 3942.749268
	Iteration 25Q: 3 clusters Score -292787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -292790.187500 Penalty: 3942.749268
	Iteration 26Q: 3 clusters Score -292790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -292796.031250 Penalty: 3942.749268
	Iteration 27Q: 3 clusters Score -292796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -292799.593750 Penalty: 3942.749268
	Iteration 28Q: 3 clusters Score -292799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -292801.062500 Penalty: 3942.749268
	Iteration 29Q: 3 clusters Score -292801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -292802.187500 Penalty: 3942.749268
	Iteration 30Q: 3 clusters Score -292802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -292802.500000 Penalty: 3942.749268
	Iteration 31Q: 3 clusters Score -292802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -292802.500000 Penalty: 3942.749268
	Iteration 32F: 3 clusters Score -292802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 170533 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 67264 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 13 contains 195198 members 
Mstep: Class 18 contains 76334 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 22 contains 80916 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
Score: -98239960.000000 Penalty: 47113.320312
Splitting cluster 6 changes total score from -98234568.000000 to -98239960.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -184695.859375 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -184695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -182403.343750 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -182403.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -182764.156250 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -182764.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182847.343750 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -182847.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -182894.843750 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -182894.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182913.421875 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -182913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182925.312500 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -182925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -182938.437500 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -182938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182948.796875 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -182948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -182959.109375 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -182959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182967.234375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -182967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182972.859375 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -182972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -182976.984375 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -182977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -182981.890625 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -182981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -182986.500000 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -182986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182987.421875 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -182987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182987.421875 Penalty: 3617.674072
	Iteration 15F: 3 clusters Score -182987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Entering Unmasked Estep 
Score: -8349073.500000 Penalty: 2756.862305
	Iteration 0F: 2 clusters Score -8349074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -8303841.500000 Penalty: 5513.724609
	Iteration 0F: 3 clusters Score -8303842 nChanged 31468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8321577.000000 Penalty: 5513.724609
	Iteration 1F: 3 clusters Score -8321577 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -8322290.500000 Penalty: 5513.724609
	Iteration 2Q: 3 clusters Score -8322290 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -8323233.500000 Penalty: 5513.724609
	Iteration 3Q: 3 clusters Score -8323234 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -8325008.500000 Penalty: 5513.724609
	Iteration 4Q: 3 clusters Score -8325008 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -8328147.500000 Penalty: 5513.724609
	Iteration 5F: 3 clusters Score -8328148 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -8332713.500000 Penalty: 5513.724609
	Iteration 6F: 3 clusters Score -8332714 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8338037.000000 Penalty: 5513.724609
	Iteration 7F: 3 clusters Score -8338037 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -8342883.500000 Penalty: 5513.724609
	Iteration 8F: 3 clusters Score -8342884 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -8346766.500000 Penalty: 5513.724609
	Iteration 9F: 3 clusters Score -8346766 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -8349775.500000 Penalty: 5513.724609
	Iteration 10Q: 3 clusters Score -8349776 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -8351549.000000 Penalty: 5513.724609
	Iteration 11Q: 3 clusters Score -8351549 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -8352124.000000 Penalty: 5513.724609
	Iteration 12Q: 3 clusters Score -8352124 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -8352405.000000 Penalty: 5513.724609
	Iteration 13Q: 3 clusters Score -8352405 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -8352565.500000 Penalty: 5513.724609
	Iteration 14Q: 3 clusters Score -8352566 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -8352696.000000 Penalty: 5513.724609
	Iteration 15Q: 3 clusters Score -8352696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8352764.000000 Penalty: 5513.724609
	Iteration 16Q: 3 clusters Score -8352764 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -8352780.500000 Penalty: 5513.724609
	Iteration 17Q: 3 clusters Score -8352780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8352794.000000 Penalty: 5513.724609
	Iteration 18Q: 3 clusters Score -8352794 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -8352808.000000 Penalty: 5513.724609
	Iteration 19Q: 3 clusters Score -8352808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -8352828.500000 Penalty: 5513.724609
	Iteration 20F: 3 clusters Score -8352828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -8352853.500000 Penalty: 5513.724609
	Iteration 21Q: 3 clusters Score -8352854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -8352841.500000 Penalty: 5513.724609
	Iteration 22Q: 3 clusters Score -8352842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -8352843.500000 Penalty: 5513.724609
	Iteration 23Q: 3 clusters Score -8352844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8352848.000000 Penalty: 5513.724609
	Iteration 24Q: 3 clusters Score -8352848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -8352846.500000 Penalty: 5513.724609
	Iteration 25Q: 3 clusters Score -8352846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -8352843.500000 Penalty: 5513.724609
	Iteration 26Q: 3 clusters Score -8352844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -8352843.500000 Penalty: 5513.724609
	Iteration 27Q: 3 clusters Score -8352844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -8352839.500000 Penalty: 5513.724609
	Iteration 28Q: 3 clusters Score -8352840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -8352845.500000 Penalty: 5513.724609
	Iteration 29Q: 3 clusters Score -8352846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -8352840.500000 Penalty: 5513.724609
	Iteration 30Q: 3 clusters Score -8352840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -8352839.000000 Penalty: 5513.724609
	Iteration 31Q: 3 clusters Score -8352839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -8352841.500000 Penalty: 5513.724609
	Iteration 32Q: 3 clusters Score -8352842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -8352835.500000 Penalty: 5513.724609
	Iteration 33Q: 3 clusters Score -8352836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -8352840.500000 Penalty: 5513.724609
	Iteration 34Q: 3 clusters Score -8352840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -8352845.500000 Penalty: 5513.724609
	Iteration 35Q: 3 clusters Score -8352846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -8352837.500000 Penalty: 5513.724609
	Iteration 36Q: 3 clusters Score -8352838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -8352837.500000 Penalty: 5513.724609
	Iteration 37F: 3 clusters Score -8352838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 170533 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 63282 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 13 contains 195198 members 
Mstep: Class 18 contains 76334 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 22 contains 80916 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
Score: -98243080.000000 Penalty: 50478.558594
Splitting cluster 9 changes total score from -98234568.000000 to -98243080.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (45251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Entering Unmasked Estep 
Score: -5859416.500000 Penalty: 2658.555176
	Iteration 0F: 2 clusters Score -5859416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5828628.500000 Penalty: 5317.110352
	Iteration 0F: 3 clusters Score -5828628 nChanged 20855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5840231.000000 Penalty: 5317.110352
	Iteration 1F: 3 clusters Score -5840231 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -5840715.000000 Penalty: 5317.110352
	Iteration 2Q: 3 clusters Score -5840715 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5841194.000000 Penalty: 5317.110352
	Iteration 3Q: 3 clusters Score -5841194 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5841576.000000 Penalty: 5317.110352
	Iteration 4Q: 3 clusters Score -5841576 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5842003.500000 Penalty: 5317.110352
	Iteration 5Q: 3 clusters Score -5842004 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5842496.000000 Penalty: 5317.110352
	Iteration 6Q: 3 clusters Score -5842496 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5843024.500000 Penalty: 5317.110352
	Iteration 7Q: 3 clusters Score -5843024 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5843719.500000 Penalty: 5317.110352
	Iteration 8Q: 3 clusters Score -5843720 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5844556.000000 Penalty: 5317.110352
	Iteration 9Q: 3 clusters Score -5844556 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5845760.500000 Penalty: 5317.110352
	Iteration 10Q: 3 clusters Score -5845760 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5847385.000000 Penalty: 5317.110352
	Iteration 11F: 3 clusters Score -5847385 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5849216.500000 Penalty: 5317.110352
	Iteration 12F: 3 clusters Score -5849216 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -5850562.000000 Penalty: 5317.110352
	Iteration 13F: 3 clusters Score -5850562 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5851228.500000 Penalty: 5317.110352
	Iteration 14Q: 3 clusters Score -5851228 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5851507.500000 Penalty: 5317.110352
	Iteration 15Q: 3 clusters Score -5851508 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5851642.000000 Penalty: 5317.110352
	Iteration 16Q: 3 clusters Score -5851642 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5851762.000000 Penalty: 5317.110352
	Iteration 17Q: 3 clusters Score -5851762 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -5851891.000000 Penalty: 5317.110352
	Iteration 18Q: 3 clusters Score -5851891 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5852011.500000 Penalty: 5317.110352
	Iteration 19Q: 3 clusters Score -5852012 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -5852083.000000 Penalty: 5317.110352
	Iteration 20F: 3 clusters Score -5852083 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -5852144.500000 Penalty: 5317.110352
	Iteration 21Q: 3 clusters Score -5852144 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5852245.500000 Penalty: 5317.110352
	Iteration 22Q: 3 clusters Score -5852246 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5852310.000000 Penalty: 5317.110352
	Iteration 23Q: 3 clusters Score -5852310 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5852387.500000 Penalty: 5317.110352
	Iteration 24Q: 3 clusters Score -5852388 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5852435.500000 Penalty: 5317.110352
	Iteration 25Q: 3 clusters Score -5852436 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5852508.000000 Penalty: 5317.110352
	Iteration 26Q: 3 clusters Score -5852508 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5852539.000000 Penalty: 5317.110352
	Iteration 27Q: 3 clusters Score -5852539 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5852587.000000 Penalty: 5317.110352
	Iteration 28Q: 3 clusters Score -5852587 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -5852623.500000 Penalty: 5317.110352
	Iteration 29Q: 3 clusters Score -5852624 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5852689.000000 Penalty: 5317.110352
	Iteration 30Q: 3 clusters Score -5852689 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5852720.000000 Penalty: 5317.110352
	Iteration 31Q: 3 clusters Score -5852720 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5852773.500000 Penalty: 5317.110352
	Iteration 32Q: 3 clusters Score -5852774 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5852869.000000 Penalty: 5317.110352
	Iteration 33Q: 3 clusters Score -5852869 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5852923.500000 Penalty: 5317.110352
	Iteration 34Q: 3 clusters Score -5852924 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5853016.500000 Penalty: 5317.110352
	Iteration 35Q: 3 clusters Score -5853016 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5853104.000000 Penalty: 5317.110352
	Iteration 36Q: 3 clusters Score -5853104 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -5853194.500000 Penalty: 5317.110352
	Iteration 37Q: 3 clusters Score -5853194 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5853274.500000 Penalty: 5317.110352
	Iteration 38Q: 3 clusters Score -5853274 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5853344.000000 Penalty: 5317.110352
	Iteration 39Q: 3 clusters Score -5853344 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5853413.000000 Penalty: 5317.110352
	Iteration 40F: 3 clusters Score -5853413 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5853539.000000 Penalty: 5317.110352
	Iteration 41Q: 3 clusters Score -5853539 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5853639.000000 Penalty: 5317.110352
	Iteration 42Q: 3 clusters Score -5853639 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5853746.000000 Penalty: 5317.110352
	Iteration 43Q: 3 clusters Score -5853746 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5853858.000000 Penalty: 5317.110352
	Iteration 44Q: 3 clusters Score -5853858 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5853970.500000 Penalty: 5317.110352
	Iteration 45Q: 3 clusters Score -5853970 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5854094.500000 Penalty: 5317.110352
	Iteration 46Q: 3 clusters Score -5854094 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5854237.000000 Penalty: 5317.110352
	Iteration 47Q: 3 clusters Score -5854237 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5854353.000000 Penalty: 5317.110352
	Iteration 48Q: 3 clusters Score -5854353 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5854460.500000 Penalty: 5317.110352
	Iteration 49Q: 3 clusters Score -5854460 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5854572.000000 Penalty: 5317.110352
	Iteration 50Q: 3 clusters Score -5854572 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5854709.000000 Penalty: 5317.110352
	Iteration 51Q: 3 clusters Score -5854709 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -5854845.000000 Penalty: 5317.110352
	Iteration 52Q: 3 clusters Score -5854845 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5854980.500000 Penalty: 5317.110352
	Iteration 53Q: 3 clusters Score -5854980 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5855098.500000 Penalty: 5317.110352
	Iteration 54Q: 3 clusters Score -5855098 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5855239.000000 Penalty: 5317.110352
	Iteration 55Q: 3 clusters Score -5855239 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -5855347.500000 Penalty: 5317.110352
	Iteration 56Q: 3 clusters Score -5855348 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5855408.000000 Penalty: 5317.110352
	Iteration 57Q: 3 clusters Score -5855408 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5855549.000000 Penalty: 5317.110352
	Iteration 58Q: 3 clusters Score -5855549 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5855699.500000 Penalty: 5317.110352
	Iteration 59Q: 3 clusters Score -5855700 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5855819.000000 Penalty: 5317.110352
	Iteration 60F: 3 clusters Score -5855819 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5855921.500000 Penalty: 5317.110352
	Iteration 61Q: 3 clusters Score -5855922 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5856035.500000 Penalty: 5317.110352
	Iteration 62Q: 3 clusters Score -5856036 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5856145.000000 Penalty: 5317.110352
	Iteration 63Q: 3 clusters Score -5856145 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5856278.000000 Penalty: 5317.110352
	Iteration 64Q: 3 clusters Score -5856278 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5856360.500000 Penalty: 5317.110352
	Iteration 65Q: 3 clusters Score -5856360 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5856441.500000 Penalty: 5317.110352
	Iteration 66Q: 3 clusters Score -5856442 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5856523.500000 Penalty: 5317.110352
	Iteration 67Q: 3 clusters Score -5856524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5856611.500000 Penalty: 5317.110352
	Iteration 68Q: 3 clusters Score -5856612 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5856657.000000 Penalty: 5317.110352
	Iteration 69Q: 3 clusters Score -5856657 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5856703.500000 Penalty: 5317.110352
	Iteration 70Q: 3 clusters Score -5856704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5856740.000000 Penalty: 5317.110352
	Iteration 71Q: 3 clusters Score -5856740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5856781.000000 Penalty: 5317.110352
	Iteration 72Q: 3 clusters Score -5856781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5856807.500000 Penalty: 5317.110352
	Iteration 73Q: 3 clusters Score -5856808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5856829.500000 Penalty: 5317.110352
	Iteration 74Q: 3 clusters Score -5856830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5856855.500000 Penalty: 5317.110352
	Iteration 75Q: 3 clusters Score -5856856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5856890.000000 Penalty: 5317.110352
	Iteration 76Q: 3 clusters Score -5856890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5856917.500000 Penalty: 5317.110352
	Iteration 77Q: 3 clusters Score -5856918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5856936.000000 Penalty: 5317.110352
	Iteration 78Q: 3 clusters Score -5856936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5856987.500000 Penalty: 5317.110352
	Iteration 79Q: 3 clusters Score -5856988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5856990.000000 Penalty: 5317.110352
	Iteration 80F: 3 clusters Score -5856990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5857005.500000 Penalty: 5317.110352
	Iteration 81Q: 3 clusters Score -5857006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5857023.000000 Penalty: 5317.110352
	Iteration 82Q: 3 clusters Score -5857023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5857040.500000 Penalty: 5317.110352
	Iteration 83Q: 3 clusters Score -5857040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5857056.500000 Penalty: 5317.110352
	Iteration 84Q: 3 clusters Score -5857056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5857063.500000 Penalty: 5317.110352
	Iteration 85Q: 3 clusters Score -5857064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5857072.500000 Penalty: 5317.110352
	Iteration 86Q: 3 clusters Score -5857072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5857086.500000 Penalty: 5317.110352
	Iteration 87Q: 3 clusters Score -5857086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5857088.000000 Penalty: 5317.110352
	Iteration 88Q: 3 clusters Score -5857088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5857083.000000 Penalty: 5317.110352
	Iteration 89Q: 3 clusters Score -5857083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5857090.000000 Penalty: 5317.110352
	Iteration 90Q: 3 clusters Score -5857090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5857087.500000 Penalty: 5317.110352
	Iteration 91Q: 3 clusters Score -5857088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5857089.500000 Penalty: 5317.110352
	Iteration 92Q: 3 clusters Score -5857090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5857089.000000 Penalty: 5317.110352
	Iteration 93Q: 3 clusters Score -5857089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5857091.500000 Penalty: 5317.110352
	Iteration 94Q: 3 clusters Score -5857092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5857091.500000 Penalty: 5317.110352
	Iteration 95Q: 3 clusters Score -5857092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5857095.000000 Penalty: 5317.110352
	Iteration 96Q: 3 clusters Score -5857095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5857098.500000 Penalty: 5317.110352
	Iteration 97Q: 3 clusters Score -5857098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5857093.000000 Penalty: 5317.110352
	Iteration 98Q: 3 clusters Score -5857093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5857091.000000 Penalty: 5317.110352
	Iteration 99Q: 3 clusters Score -5857091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5857089.500000 Penalty: 5317.110352
	Iteration 100F: 3 clusters Score -5857090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5857101.500000 Penalty: 5317.110352
	Iteration 101Q: 3 clusters Score -5857102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5857101.500000 Penalty: 5317.110352
	Iteration 102F: 3 clusters Score -5857102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195198 members 
Entering Unmasked Estep 
Score: -24941566.000000 Penalty: 3021.078857
	Iteration 0F: 2 clusters Score -2.494157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -24815774.000000 Penalty: 6042.157715
	Iteration 0F: 3 clusters Score -2.481577e+07 nChanged 94203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -24870826.000000 Penalty: 6042.157715
	Iteration 1F: 3 clusters Score -2.487083e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -24871832.000000 Penalty: 6042.157715
	Iteration 2Q: 3 clusters Score -2.487183e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -24873452.000000 Penalty: 6042.157715
	Iteration 3Q: 3 clusters Score -2.487345e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -24876566.000000 Penalty: 6042.157715
	Iteration 4Q: 3 clusters Score -2.487657e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129961 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -24882846.000000 Penalty: 6042.157715
	Iteration 5F: 3 clusters Score -2.488285e+07 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -24894426.000000 Penalty: 6042.157715
	Iteration 6F: 3 clusters Score -2.489443e+07 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164243 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -24911894.000000 Penalty: 6042.157715
	Iteration 7F: 3 clusters Score -2.491189e+07 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181256 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -24927866.000000 Penalty: 6042.157715
	Iteration 8F: 3 clusters Score -2.492787e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191176 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -24935944.000000 Penalty: 6042.157715
	Iteration 9F: 3 clusters Score -2.493594e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194278 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -24938156.000000 Penalty: 6042.157715
	Iteration 10Q: 3 clusters Score -2.493816e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194916 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24938626.000000 Penalty: 6042.157715
	Iteration 11Q: 3 clusters Score -2.493863e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195020 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24938764.000000 Penalty: 6042.157715
	Iteration 12Q: 3 clusters Score -2.493876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195054 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24938830.000000 Penalty: 6042.157715
	Iteration 13Q: 3 clusters Score -2.493883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24938842.000000 Penalty: 6042.157715
	Iteration 14Q: 3 clusters Score -2.493884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24938836.000000 Penalty: 6042.157715
	Iteration 15Q: 3 clusters Score -2.493884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24938852.000000 Penalty: 6042.157715
	Iteration 16Q: 3 clusters Score -2.493885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24938870.000000 Penalty: 6042.157715
	Iteration 17Q: 3 clusters Score -2.493887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24938880.000000 Penalty: 6042.157715
	Iteration 18Q: 3 clusters Score -2.493888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195068 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24938870.000000 Penalty: 6042.157715
	Iteration 19Q: 3 clusters Score -2.493887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195069 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24938866.000000 Penalty: 6042.157715
	Iteration 20F: 3 clusters Score -2.493887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Entering Unmasked Estep 
Score: -9806208.000000 Penalty: 2788.232910
	Iteration 0F: 2 clusters Score -9806208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -9755004.000000 Penalty: 5576.465820
	Iteration 0F: 3 clusters Score -9755004 nChanged 35781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -9774921.000000 Penalty: 5576.465820
	Iteration 1F: 3 clusters Score -9774921 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -9775570.000000 Penalty: 5576.465820
	Iteration 2Q: 3 clusters Score -9775570 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -9776165.000000 Penalty: 5576.465820
	Iteration 3Q: 3 clusters Score -9776165 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -9776871.000000 Penalty: 5576.465820
	Iteration 4Q: 3 clusters Score -9776871 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -9777932.000000 Penalty: 5576.465820
	Iteration 5Q: 3 clusters Score -9777932 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9779416.000000 Penalty: 5576.465820
	Iteration 6Q: 3 clusters Score -9779416 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -9781855.000000 Penalty: 5576.465820
	Iteration 7F: 3 clusters Score -9781855 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -9785669.000000 Penalty: 5576.465820
	Iteration 8F: 3 clusters Score -9785669 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -9790721.000000 Penalty: 5576.465820
	Iteration 9F: 3 clusters Score -9790721 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -9795955.000000 Penalty: 5576.465820
	Iteration 10F: 3 clusters Score -9795955 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9799927.000000 Penalty: 5576.465820
	Iteration 11F: 3 clusters Score -9799927 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -9802090.000000 Penalty: 5576.465820
	Iteration 12Q: 3 clusters Score -9802090 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -9803031.000000 Penalty: 5576.465820
	Iteration 13Q: 3 clusters Score -9803031 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -9803399.000000 Penalty: 5576.465820
	Iteration 14Q: 3 clusters Score -9803399 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -9803567.000000 Penalty: 5576.465820
	Iteration 15Q: 3 clusters Score -9803567 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -9803651.000000 Penalty: 5576.465820
	Iteration 16Q: 3 clusters Score -9803651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -9803694.000000 Penalty: 5576.465820
	Iteration 17Q: 3 clusters Score -9803694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -9803709.000000 Penalty: 5576.465820
	Iteration 18Q: 3 clusters Score -9803709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -9803737.000000 Penalty: 5576.465820
	Iteration 19Q: 3 clusters Score -9803737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -9803743.000000 Penalty: 5576.465820
	Iteration 20F: 3 clusters Score -9803743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -9803741.000000 Penalty: 5576.465820
	Iteration 21Q: 3 clusters Score -9803741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -9803755.000000 Penalty: 5576.465820
	Iteration 22Q: 3 clusters Score -9803755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9803758.000000 Penalty: 5576.465820
	Iteration 23Q: 3 clusters Score -9803758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -9803766.000000 Penalty: 5576.465820
	Iteration 24Q: 3 clusters Score -9803766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -9803771.000000 Penalty: 5576.465820
	Iteration 25Q: 3 clusters Score -9803771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -9803774.000000 Penalty: 5576.465820
	Iteration 26Q: 3 clusters Score -9803774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -9803770.000000 Penalty: 5576.465820
	Iteration 27Q: 3 clusters Score -9803770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -9803770.000000 Penalty: 5576.465820
	Iteration 28F: 3 clusters Score -9803770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1516620.625000 Penalty: 2341.184814
	Iteration 0F: 2 clusters Score -1516621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1507421.625000 Penalty: 4682.369629
	Iteration 0F: 3 clusters Score -1507422 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1510368.875000 Penalty: 4682.369629
	Iteration 1F: 3 clusters Score -1510369 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1510738.875000 Penalty: 4682.369629
	Iteration 2F: 3 clusters Score -1510739 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1511046.000000 Penalty: 4682.369629
	Iteration 3F: 3 clusters Score -1511046 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1511328.250000 Penalty: 4682.369629
	Iteration 4Q: 3 clusters Score -1511328 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1511619.375000 Penalty: 4682.369629
	Iteration 5Q: 3 clusters Score -1511619 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1511935.125000 Penalty: 4682.369629
	Iteration 6Q: 3 clusters Score -1511935 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1512323.625000 Penalty: 4682.369629
	Iteration 7Q: 3 clusters Score -1512324 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1512767.750000 Penalty: 4682.369629
	Iteration 8Q: 3 clusters Score -1512768 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1513150.375000 Penalty: 4682.369629
	Iteration 9F: 3 clusters Score -1513150 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1513515.125000 Penalty: 4682.369629
	Iteration 10Q: 3 clusters Score -1513515 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1513871.500000 Penalty: 4682.369629
	Iteration 11Q: 3 clusters Score -1513872 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1514238.250000 Penalty: 4682.369629
	Iteration 12Q: 3 clusters Score -1514238 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1514682.125000 Penalty: 4682.369629
	Iteration 13Q: 3 clusters Score -1514682 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1515214.500000 Penalty: 4682.369629
	Iteration 14Q: 3 clusters Score -1515214 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1515823.750000 Penalty: 4682.369629
	Iteration 15Q: 3 clusters Score -1515824 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1516430.250000 Penalty: 4682.369629
	Iteration 16Q: 3 clusters Score -1516430 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1516905.375000 Penalty: 4682.369629
	Iteration 17Q: 3 clusters Score -1516905 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1517190.875000 Penalty: 4682.369629
	Iteration 18Q: 3 clusters Score -1517191 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1517331.875000 Penalty: 4682.369629
	Iteration 19Q: 3 clusters Score -1517332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1517404.750000 Penalty: 4682.369629
	Iteration 20F: 3 clusters Score -1517405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1517432.250000 Penalty: 4682.369629
	Iteration 21Q: 3 clusters Score -1517432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1517443.750000 Penalty: 4682.369629
	Iteration 22Q: 3 clusters Score -1517444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1517454.125000 Penalty: 4682.369629
	Iteration 23Q: 3 clusters Score -1517454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1517466.875000 Penalty: 4682.369629
	Iteration 24Q: 3 clusters Score -1517467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1517468.000000 Penalty: 4682.369629
	Iteration 25Q: 3 clusters Score -1517468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1517469.500000 Penalty: 4682.369629
	Iteration 26Q: 3 clusters Score -1517470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1517470.875000 Penalty: 4682.369629
	Iteration 27Q: 3 clusters Score -1517471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1517473.125000 Penalty: 4682.369629
	Iteration 28Q: 3 clusters Score -1517473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1517472.875000 Penalty: 4682.369629
	Iteration 29Q: 3 clusters Score -1517473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1517473.125000 Penalty: 4682.369629
	Iteration 30Q: 3 clusters Score -1517473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1517473.125000 Penalty: 4682.369629
	Iteration 31F: 3 clusters Score -1517473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 170533 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 63282 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 13 contains 195198 members 
Mstep: Class 18 contains 76334 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 22 contains 80916 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
Score: -98242960.000000 Penalty: 53843.792969
Splitting cluster 20 changes total score from -98234568.000000 to -98242960.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 22 (80916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Entering Unmasked Estep 
Score: -10392918.000000 Penalty: 2802.689209
	Iteration 0F: 2 clusters Score -1.039292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -10338647.000000 Penalty: 5605.378418
	Iteration 0F: 3 clusters Score -1.033865e+07 nChanged 38157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -10360595.000000 Penalty: 5605.378418
	Iteration 1F: 3 clusters Score -1.03606e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -10361639.000000 Penalty: 5605.378418
	Iteration 2Q: 3 clusters Score -1.036164e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -10363169.000000 Penalty: 5605.378418
	Iteration 3Q: 3 clusters Score -1.036317e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -10365498.000000 Penalty: 5605.378418
	Iteration 4F: 3 clusters Score -1.03655e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -10369303.000000 Penalty: 5605.378418
	Iteration 5F: 3 clusters Score -1.03693e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -10374935.000000 Penalty: 5605.378418
	Iteration 6F: 3 clusters Score -1.037494e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -10380744.000000 Penalty: 5605.378418
	Iteration 7F: 3 clusters Score -1.038074e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -10384233.000000 Penalty: 5605.378418
	Iteration 8F: 3 clusters Score -1.038423e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -10385469.000000 Penalty: 5605.378418
	Iteration 9Q: 3 clusters Score -1.038547e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -10386009.000000 Penalty: 5605.378418
	Iteration 10Q: 3 clusters Score -1.038601e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -10386429.000000 Penalty: 5605.378418
	Iteration 11Q: 3 clusters Score -1.038643e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -10386733.000000 Penalty: 5605.378418
	Iteration 12Q: 3 clusters Score -1.038673e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -10387001.000000 Penalty: 5605.378418
	Iteration 13Q: 3 clusters Score -1.0387e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -10387218.000000 Penalty: 5605.378418
	Iteration 14Q: 3 clusters Score -1.038722e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -10387445.000000 Penalty: 5605.378418
	Iteration 15Q: 3 clusters Score -1.038744e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -10387584.000000 Penalty: 5605.378418
	Iteration 16Q: 3 clusters Score -1.038758e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -10387744.000000 Penalty: 5605.378418
	Iteration 17Q: 3 clusters Score -1.038774e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -10387879.000000 Penalty: 5605.378418
	Iteration 18Q: 3 clusters Score -1.038788e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -10387977.000000 Penalty: 5605.378418
	Iteration 19Q: 3 clusters Score -1.038798e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -10388128.000000 Penalty: 5605.378418
	Iteration 20F: 3 clusters Score -1.038813e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -10388288.000000 Penalty: 5605.378418
	Iteration 21Q: 3 clusters Score -1.038829e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -10388357.000000 Penalty: 5605.378418
	Iteration 22Q: 3 clusters Score -1.038836e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -10388453.000000 Penalty: 5605.378418
	Iteration 23Q: 3 clusters Score -1.038845e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -10388515.000000 Penalty: 5605.378418
	Iteration 24Q: 3 clusters Score -1.038852e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -10388639.000000 Penalty: 5605.378418
	Iteration 25Q: 3 clusters Score -1.038864e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -10388737.000000 Penalty: 5605.378418
	Iteration 26Q: 3 clusters Score -1.038874e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -10388851.000000 Penalty: 5605.378418
	Iteration 27Q: 3 clusters Score -1.038885e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -10388942.000000 Penalty: 5605.378418
	Iteration 28Q: 3 clusters Score -1.038894e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -10389018.000000 Penalty: 5605.378418
	Iteration 29Q: 3 clusters Score -1.038902e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -10389094.000000 Penalty: 5605.378418
	Iteration 30Q: 3 clusters Score -1.038909e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -10389203.000000 Penalty: 5605.378418
	Iteration 31Q: 3 clusters Score -1.03892e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -10389301.000000 Penalty: 5605.378418
	Iteration 32Q: 3 clusters Score -1.03893e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -10389388.000000 Penalty: 5605.378418
	Iteration 33Q: 3 clusters Score -1.038939e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -10389484.000000 Penalty: 5605.378418
	Iteration 34Q: 3 clusters Score -1.038948e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -10389571.000000 Penalty: 5605.378418
	Iteration 35Q: 3 clusters Score -1.038957e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -10389690.000000 Penalty: 5605.378418
	Iteration 36Q: 3 clusters Score -1.038969e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -10389745.000000 Penalty: 5605.378418
	Iteration 37Q: 3 clusters Score -1.038974e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -10389772.000000 Penalty: 5605.378418
	Iteration 38Q: 3 clusters Score -1.038977e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -10389840.000000 Penalty: 5605.378418
	Iteration 39Q: 3 clusters Score -1.038984e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -10389922.000000 Penalty: 5605.378418
	Iteration 40F: 3 clusters Score -1.038992e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 76291 members 
Entering Unmasked Estep 
Score: -10389988.000000 Penalty: 5605.378418
	Iteration 41Q: 3 clusters Score -1.038999e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -10390033.000000 Penalty: 5605.378418
	Iteration 42Q: 3 clusters Score -1.039003e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -10390062.000000 Penalty: 5605.378418
	Iteration 43Q: 3 clusters Score -1.039006e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -10390113.000000 Penalty: 5605.378418
	Iteration 44Q: 3 clusters Score -1.039011e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -10390188.000000 Penalty: 5605.378418
	Iteration 45Q: 3 clusters Score -1.039019e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -10390228.000000 Penalty: 5605.378418
	Iteration 46Q: 3 clusters Score -1.039023e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -10390276.000000 Penalty: 5605.378418
	Iteration 47Q: 3 clusters Score -1.039028e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -10390315.000000 Penalty: 5605.378418
	Iteration 48Q: 3 clusters Score -1.039032e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -10390317.000000 Penalty: 5605.378418
	Iteration 49Q: 3 clusters Score -1.039032e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -10390354.000000 Penalty: 5605.378418
	Iteration 50Q: 3 clusters Score -1.039035e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -10390374.000000 Penalty: 5605.378418
	Iteration 51Q: 3 clusters Score -1.039037e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -10390409.000000 Penalty: 5605.378418
	Iteration 52Q: 3 clusters Score -1.039041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -10390437.000000 Penalty: 5605.378418
	Iteration 53Q: 3 clusters Score -1.039044e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -10390464.000000 Penalty: 5605.378418
	Iteration 54Q: 3 clusters Score -1.039046e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -10390484.000000 Penalty: 5605.378418
	Iteration 55Q: 3 clusters Score -1.039048e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -10390478.000000 Penalty: 5605.378418
	Iteration 56Q: 3 clusters Score -1.039048e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -10390491.000000 Penalty: 5605.378418
	Iteration 57Q: 3 clusters Score -1.039049e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -10390508.000000 Penalty: 5605.378418
	Iteration 58Q: 3 clusters Score -1.039051e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -10390511.000000 Penalty: 5605.378418
	Iteration 59Q: 3 clusters Score -1.039051e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -10390538.000000 Penalty: 5605.378418
	Iteration 60F: 3 clusters Score -1.039054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -10390541.000000 Penalty: 5605.378418
	Iteration 61Q: 3 clusters Score -1.039054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -10390535.000000 Penalty: 5605.378418
	Iteration 62Q: 3 clusters Score -1.039054e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -10390561.000000 Penalty: 5605.378418
	Iteration 63Q: 3 clusters Score -1.039056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10390572.000000 Penalty: 5605.378418
	Iteration 64Q: 3 clusters Score -1.039057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -10390586.000000 Penalty: 5605.378418
	Iteration 65Q: 3 clusters Score -1.039059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -10390591.000000 Penalty: 5605.378418
	Iteration 66Q: 3 clusters Score -1.039059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -10390596.000000 Penalty: 5605.378418
	Iteration 67Q: 3 clusters Score -1.03906e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -10390625.000000 Penalty: 5605.378418
	Iteration 68Q: 3 clusters Score -1.039062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -10390643.000000 Penalty: 5605.378418
	Iteration 69Q: 3 clusters Score -1.039064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -10390658.000000 Penalty: 5605.378418
	Iteration 70Q: 3 clusters Score -1.039066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -10390697.000000 Penalty: 5605.378418
	Iteration 71Q: 3 clusters Score -1.03907e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -10390671.000000 Penalty: 5605.378418
	Iteration 72Q: 3 clusters Score -1.039067e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -10390682.000000 Penalty: 5605.378418
	Iteration 73Q: 3 clusters Score -1.039068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -10390693.000000 Penalty: 5605.378418
	Iteration 74Q: 3 clusters Score -1.039069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -10390706.000000 Penalty: 5605.378418
	Iteration 75Q: 3 clusters Score -1.039071e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -10390714.000000 Penalty: 5605.378418
	Iteration 76Q: 3 clusters Score -1.039071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -10390727.000000 Penalty: 5605.378418
	Iteration 77Q: 3 clusters Score -1.039073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -10390739.000000 Penalty: 5605.378418
	Iteration 78Q: 3 clusters Score -1.039074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -10390737.000000 Penalty: 5605.378418
	Iteration 79Q: 3 clusters Score -1.039074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -10390727.000000 Penalty: 5605.378418
	Iteration 80F: 3 clusters Score -1.039073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -10390739.000000 Penalty: 5605.378418
	Iteration 81Q: 3 clusters Score -1.039074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -10390736.000000 Penalty: 5605.378418
	Iteration 82Q: 3 clusters Score -1.039074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -10390751.000000 Penalty: 5605.378418
	Iteration 83Q: 3 clusters Score -1.039075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -10390759.000000 Penalty: 5605.378418
	Iteration 84Q: 3 clusters Score -1.039076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -10390751.000000 Penalty: 5605.378418
	Iteration 85Q: 3 clusters Score -1.039075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -10390754.000000 Penalty: 5605.378418
	Iteration 86Q: 3 clusters Score -1.039075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -10390753.000000 Penalty: 5605.378418
	Iteration 87Q: 3 clusters Score -1.039075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -10390754.000000 Penalty: 5605.378418
	Iteration 88Q: 3 clusters Score -1.039075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -10390755.000000 Penalty: 5605.378418
	Iteration 89Q: 3 clusters Score -1.039076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -10390766.000000 Penalty: 5605.378418
	Iteration 90Q: 3 clusters Score -1.039077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -10390773.000000 Penalty: 5605.378418
	Iteration 91Q: 3 clusters Score -1.039077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -10390771.000000 Penalty: 5605.378418
	Iteration 92Q: 3 clusters Score -1.039077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -10390776.000000 Penalty: 5605.378418
	Iteration 93Q: 3 clusters Score -1.039078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -10390782.000000 Penalty: 5605.378418
	Iteration 94Q: 3 clusters Score -1.039078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -10390789.000000 Penalty: 5605.378418
	Iteration 95Q: 3 clusters Score -1.039079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -10390790.000000 Penalty: 5605.378418
	Iteration 96Q: 3 clusters Score -1.039079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -10390784.000000 Penalty: 5605.378418
	Iteration 97Q: 3 clusters Score -1.039078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -10390781.000000 Penalty: 5605.378418
	Iteration 98Q: 3 clusters Score -1.039078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -10390784.000000 Penalty: 5605.378418
	Iteration 99Q: 3 clusters Score -1.039078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -10390794.000000 Penalty: 5605.378418
	Iteration 100F: 3 clusters Score -1.039079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -10390797.000000 Penalty: 5605.378418
	Iteration 101Q: 3 clusters Score -1.03908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -10390804.000000 Penalty: 5605.378418
	Iteration 102Q: 3 clusters Score -1.03908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -10390794.000000 Penalty: 5605.378418
	Iteration 103Q: 3 clusters Score -1.039079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -10390796.000000 Penalty: 5605.378418
	Iteration 104Q: 3 clusters Score -1.03908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -10390812.000000 Penalty: 5605.378418
	Iteration 105Q: 3 clusters Score -1.039081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -10390813.000000 Penalty: 5605.378418
	Iteration 106Q: 3 clusters Score -1.039081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 79273 members 
Entering Unmasked Estep 
Score: -10390828.000000 Penalty: 5605.378418
	Iteration 107Q: 3 clusters Score -1.039083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -10390830.000000 Penalty: 5605.378418
	Iteration 108Q: 3 clusters Score -1.039083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -10390834.000000 Penalty: 5605.378418
	Iteration 109Q: 3 clusters Score -1.039083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -10390836.000000 Penalty: 5605.378418
	Iteration 110Q: 3 clusters Score -1.039084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -10390847.000000 Penalty: 5605.378418
	Iteration 111Q: 3 clusters Score -1.039085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -10390833.000000 Penalty: 5605.378418
	Iteration 112Q: 3 clusters Score -1.039083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -10390828.000000 Penalty: 5605.378418
	Iteration 113Q: 3 clusters Score -1.039083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -10390827.000000 Penalty: 5605.378418
	Iteration 114Q: 3 clusters Score -1.039083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -10390831.000000 Penalty: 5605.378418
	Iteration 115Q: 3 clusters Score -1.039083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -10390836.000000 Penalty: 5605.378418
	Iteration 116Q: 3 clusters Score -1.039084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -10390833.000000 Penalty: 5605.378418
	Iteration 117Q: 3 clusters Score -1.039083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -10390831.000000 Penalty: 5605.378418
	Iteration 118Q: 3 clusters Score -1.039083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -10390847.000000 Penalty: 5605.378418
	Iteration 119Q: 3 clusters Score -1.039085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -10390860.000000 Penalty: 5605.378418
	Iteration 120F: 3 clusters Score -1.039086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -10390869.000000 Penalty: 5605.378418
	Iteration 121Q: 3 clusters Score -1.039087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -10390871.000000 Penalty: 5605.378418
	Iteration 122Q: 3 clusters Score -1.039087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -10390883.000000 Penalty: 5605.378418
	Iteration 123Q: 3 clusters Score -1.039088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -10390886.000000 Penalty: 5605.378418
	Iteration 124Q: 3 clusters Score -1.039089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -10390890.000000 Penalty: 5605.378418
	Iteration 125Q: 3 clusters Score -1.039089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -10390895.000000 Penalty: 5605.378418
	Iteration 126Q: 3 clusters Score -1.03909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -10390893.000000 Penalty: 5605.378418
	Iteration 127Q: 3 clusters Score -1.039089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -10390891.000000 Penalty: 5605.378418
	Iteration 128Q: 3 clusters Score -1.039089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -10390895.000000 Penalty: 5605.378418
	Iteration 129Q: 3 clusters Score -1.03909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -10390902.000000 Penalty: 5605.378418
	Iteration 130Q: 3 clusters Score -1.03909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -10390909.000000 Penalty: 5605.378418
	Iteration 131Q: 3 clusters Score -1.039091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -10390909.000000 Penalty: 5605.378418
	Iteration 132Q: 3 clusters Score -1.039091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -10390904.000000 Penalty: 5605.378418
	Iteration 133Q: 3 clusters Score -1.03909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 79383 members 
Entering Unmasked Estep 
Score: -10390907.000000 Penalty: 5605.378418
	Iteration 134Q: 3 clusters Score -1.039091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -10390933.000000 Penalty: 5605.378418
	Iteration 135Q: 3 clusters Score -1.039093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10390921.000000 Penalty: 5605.378418
	Iteration 136Q: 3 clusters Score -1.039092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -10390937.000000 Penalty: 5605.378418
	Iteration 137Q: 3 clusters Score -1.039094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -10390927.000000 Penalty: 5605.378418
	Iteration 138Q: 3 clusters Score -1.039093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -10390929.000000 Penalty: 5605.378418
	Iteration 139Q: 3 clusters Score -1.039093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -10390937.000000 Penalty: 5605.378418
	Iteration 140F: 3 clusters Score -1.039094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -10390932.000000 Penalty: 5605.378418
	Iteration 141Q: 3 clusters Score -1.039093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -10390930.000000 Penalty: 5605.378418
	Iteration 142Q: 3 clusters Score -1.039093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -10390928.000000 Penalty: 5605.378418
	Iteration 143Q: 3 clusters Score -1.039093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -10390934.000000 Penalty: 5605.378418
	Iteration 144Q: 3 clusters Score -1.039093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -10390940.000000 Penalty: 5605.378418
	Iteration 145Q: 3 clusters Score -1.039094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -10390937.000000 Penalty: 5605.378418
	Iteration 146Q: 3 clusters Score -1.039094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -10390944.000000 Penalty: 5605.378418
	Iteration 147Q: 3 clusters Score -1.039094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -10390936.000000 Penalty: 5605.378418
	Iteration 148Q: 3 clusters Score -1.039094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -10390928.000000 Penalty: 5605.378418
	Iteration 149Q: 3 clusters Score -1.039093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -10390936.000000 Penalty: 5605.378418
	Iteration 150Q: 3 clusters Score -1.039094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -10390936.000000 Penalty: 5605.378418
	Iteration 151F: 3 clusters Score -1.039094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Entering Unmasked Estep 
Score: -2860657.750000 Penalty: 2481.218994
	Iteration 0F: 2 clusters Score -2860658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2845232.250000 Penalty: 4962.437988
	Iteration 0F: 3 clusters Score -2845232 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2850307.250000 Penalty: 4962.437988
	Iteration 1F: 3 clusters Score -2850307 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2850823.750000 Penalty: 4962.437988
	Iteration 2F: 3 clusters Score -2850824 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2851374.250000 Penalty: 4962.437988
	Iteration 3F: 3 clusters Score -2851374 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2852024.000000 Penalty: 4962.437988
	Iteration 4F: 3 clusters Score -2852024 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2852897.500000 Penalty: 4962.437988
	Iteration 5F: 3 clusters Score -2852898 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2853986.750000 Penalty: 4962.437988
	Iteration 6F: 3 clusters Score -2853987 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2855242.750000 Penalty: 4962.437988
	Iteration 7F: 3 clusters Score -2855243 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2856381.500000 Penalty: 4962.437988
	Iteration 8F: 3 clusters Score -2856382 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2857282.750000 Penalty: 4962.437988
	Iteration 9Q: 3 clusters Score -2857283 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2857898.500000 Penalty: 4962.437988
	Iteration 10Q: 3 clusters Score -2857898 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2858223.500000 Penalty: 4962.437988
	Iteration 11Q: 3 clusters Score -2858224 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2858391.750000 Penalty: 4962.437988
	Iteration 12Q: 3 clusters Score -2858392 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2858511.750000 Penalty: 4962.437988
	Iteration 13Q: 3 clusters Score -2858512 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2858598.500000 Penalty: 4962.437988
	Iteration 14Q: 3 clusters Score -2858598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2858653.000000 Penalty: 4962.437988
	Iteration 15Q: 3 clusters Score -2858653 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2858710.750000 Penalty: 4962.437988
	Iteration 16Q: 3 clusters Score -2858711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2858738.500000 Penalty: 4962.437988
	Iteration 17Q: 3 clusters Score -2858738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2858775.000000 Penalty: 4962.437988
	Iteration 18Q: 3 clusters Score -2858775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2858798.000000 Penalty: 4962.437988
	Iteration 19Q: 3 clusters Score -2858798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2858823.500000 Penalty: 4962.437988
	Iteration 20F: 3 clusters Score -2858824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2858837.500000 Penalty: 4962.437988
	Iteration 21Q: 3 clusters Score -2858838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2858858.250000 Penalty: 4962.437988
	Iteration 22Q: 3 clusters Score -2858858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2858873.250000 Penalty: 4962.437988
	Iteration 23Q: 3 clusters Score -2858873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2858874.000000 Penalty: 4962.437988
	Iteration 24Q: 3 clusters Score -2858874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2858881.750000 Penalty: 4962.437988
	Iteration 25Q: 3 clusters Score -2858882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2858886.750000 Penalty: 4962.437988
	Iteration 26Q: 3 clusters Score -2858887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2858886.500000 Penalty: 4962.437988
	Iteration 27Q: 3 clusters Score -2858886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2858897.500000 Penalty: 4962.437988
	Iteration 28Q: 3 clusters Score -2858898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2858898.750000 Penalty: 4962.437988
	Iteration 29Q: 3 clusters Score -2858899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2858905.000000 Penalty: 4962.437988
	Iteration 30Q: 3 clusters Score -2858905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2858916.500000 Penalty: 4962.437988
	Iteration 31Q: 3 clusters Score -2858916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2858918.250000 Penalty: 4962.437988
	Iteration 32Q: 3 clusters Score -2858918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2858921.000000 Penalty: 4962.437988
	Iteration 33Q: 3 clusters Score -2858921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2858928.500000 Penalty: 4962.437988
	Iteration 34Q: 3 clusters Score -2858928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2858930.000000 Penalty: 4962.437988
	Iteration 35Q: 3 clusters Score -2858930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2858937.000000 Penalty: 4962.437988
	Iteration 36Q: 3 clusters Score -2858937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2858942.000000 Penalty: 4962.437988
	Iteration 37Q: 3 clusters Score -2858942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2858951.500000 Penalty: 4962.437988
	Iteration 38Q: 3 clusters Score -2858952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2858956.750000 Penalty: 4962.437988
	Iteration 39Q: 3 clusters Score -2858957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2858960.500000 Penalty: 4962.437988
	Iteration 40F: 3 clusters Score -2858960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2858963.250000 Penalty: 4962.437988
	Iteration 41Q: 3 clusters Score -2858963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2858967.250000 Penalty: 4962.437988
	Iteration 42Q: 3 clusters Score -2858967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2858969.750000 Penalty: 4962.437988
	Iteration 43Q: 3 clusters Score -2858970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2858970.750000 Penalty: 4962.437988
	Iteration 44Q: 3 clusters Score -2858971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2858975.500000 Penalty: 4962.437988
	Iteration 45Q: 3 clusters Score -2858976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2858974.000000 Penalty: 4962.437988
	Iteration 46Q: 3 clusters Score -2858974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2858976.000000 Penalty: 4962.437988
	Iteration 47Q: 3 clusters Score -2858976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2858975.500000 Penalty: 4962.437988
	Iteration 48Q: 3 clusters Score -2858976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2858976.000000 Penalty: 4962.437988
	Iteration 49Q: 3 clusters Score -2858976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2858975.000000 Penalty: 4962.437988
	Iteration 50Q: 3 clusters Score -2858975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2858973.000000 Penalty: 4962.437988
	Iteration 51Q: 3 clusters Score -2858973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2858977.750000 Penalty: 4962.437988
	Iteration 52Q: 3 clusters Score -2858978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2858978.250000 Penalty: 4962.437988
	Iteration 53Q: 3 clusters Score -2858978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2858976.500000 Penalty: 4962.437988
	Iteration 54Q: 3 clusters Score -2858976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2858974.500000 Penalty: 4962.437988
	Iteration 55Q: 3 clusters Score -2858974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2858974.500000 Penalty: 4962.437988
	Iteration 56F: 3 clusters Score -2858974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 170533 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 13 contains 195198 members 
Mstep: Class 18 contains 76334 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 22 contains 80916 members 
Mstep: Class 23 contains 22135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98244656.000000 Penalty: 53843.792969
Iteration 39Q: 17 clusters Score -9.824466e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 170367 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 5 contains 28786 members 
Mstep: Class 6 contains 1691 members 
Mstep: Class 7 contains 64457 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 45590 members 
Mstep: Class 13 contains 192975 members 
Mstep: Class 18 contains 75803 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 22 contains 81840 members 
Mstep: Class 23 contains 21210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98249624.000000 Penalty: 53843.792969
Iteration 40F: 17 clusters Score -9.824962e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 169417 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 4 contains 1083 members 
Mstep: Class 5 contains 29172 members 
Mstep: Class 6 contains 1689 members 
Mstep: Class 7 contains 65251 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 45834 members 
Mstep: Class 13 contains 191655 members 
Mstep: Class 18 contains 75353 members 
Mstep: Class 20 contains 12715 members 
Mstep: Class 22 contains 83465 members 
Mstep: Class 23 contains 20311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98252664.000000 Penalty: 53843.792969
Iteration 41Q: 17 clusters Score -9.825266e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 168393 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 1080 members 
Mstep: Class 5 contains 29586 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 65801 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 4107 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 11 contains 46051 members 
Mstep: Class 13 contains 190810 members 
Mstep: Class 18 contains 74820 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 22 contains 85005 members 
Mstep: Class 23 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98255184.000000 Penalty: 53843.792969
Iteration 42Q: 17 clusters Score -9.825518e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 167433 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 1083 members 
Mstep: Class 5 contains 29968 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 7 contains 66274 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 46224 members 
Mstep: Class 13 contains 190047 members 
Mstep: Class 18 contains 74350 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 22 contains 86533 members 
Mstep: Class 23 contains 18876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98257200.000000 Penalty: 53843.792969
Iteration 43Q: 17 clusters Score -9.82572e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 166496 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 30358 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 66638 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 46355 members 
Mstep: Class 13 contains 189348 members 
Mstep: Class 18 contains 73909 members 
Mstep: Class 20 contains 13006 members 
Mstep: Class 22 contains 88137 members 
Mstep: Class 23 contains 18293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98258536.000000 Penalty: 53843.792969
Iteration 44Q: 17 clusters Score -9.825854e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 165659 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 30776 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 66959 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 4348 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 46467 members 
Mstep: Class 13 contains 188775 members 
Mstep: Class 18 contains 73364 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 22 contains 89687 members 
Mstep: Class 23 contains 17756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98259664.000000 Penalty: 53843.792969
Iteration 45Q: 17 clusters Score -9.825966e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 164980 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 31210 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 67208 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 4426 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 46532 members 
Mstep: Class 13 contains 188267 members 
Mstep: Class 18 contains 72820 members 
Mstep: Class 20 contains 12959 members 
Mstep: Class 22 contains 91098 members 
Mstep: Class 23 contains 17280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98260536.000000 Penalty: 53843.792969
Iteration 46Q: 17 clusters Score -9.826054e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 164453 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 31608 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 67437 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 46608 members 
Mstep: Class 13 contains 187689 members 
Mstep: Class 18 contains 72268 members 
Mstep: Class 20 contains 12932 members 
Mstep: Class 22 contains 92484 members 
Mstep: Class 23 contains 16861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98261256.000000 Penalty: 53843.792969
Iteration 47Q: 17 clusters Score -9.826126e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 163862 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 32016 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 67641 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 500 members 
Mstep: Class 11 contains 46672 members 
Mstep: Class 13 contains 187150 members 
Mstep: Class 18 contains 71765 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 22 contains 93832 members 
Mstep: Class 23 contains 16518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98262064.000000 Penalty: 53843.792969
Iteration 48Q: 17 clusters Score -9.826206e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 163378 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 32381 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 67830 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 46727 members 
Mstep: Class 13 contains 186686 members 
Mstep: Class 18 contains 71225 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 22 contains 95138 members 
Mstep: Class 23 contains 16214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98262912.000000 Penalty: 53843.792969
Iteration 49Q: 17 clusters Score -9.826291e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 162975 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 32683 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 67977 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 4705 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 46744 members 
Mstep: Class 13 contains 186118 members 
Mstep: Class 18 contains 70719 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 22 contains 96470 members 
Mstep: Class 23 contains 15959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98263480.000000 Penalty: 53843.792969
Iteration 50Q: 17 clusters Score -9.826348e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 162587 members 
Mstep: Class 3 contains 2230 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 32971 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68129 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 4772 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 13 contains 185516 members 
Mstep: Class 18 contains 70253 members 
Mstep: Class 20 contains 12908 members 
Mstep: Class 22 contains 97785 members 
Mstep: Class 23 contains 15786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98264416.000000 Penalty: 53843.792969
Iteration 51Q: 17 clusters Score -9.826442e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 162208 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 33228 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68248 members 
Mstep: Class 8 contains 1940 members 
Mstep: Class 9 contains 4835 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 46716 members 
Mstep: Class 13 contains 184934 members 
Mstep: Class 18 contains 69739 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 22 contains 99082 members 
Mstep: Class 23 contains 15687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98265112.000000 Penalty: 53843.792969
Iteration 52Q: 17 clusters Score -9.826511e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 161861 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 33482 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68402 members 
Mstep: Class 8 contains 2023 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 46713 members 
Mstep: Class 13 contains 184413 members 
Mstep: Class 18 contains 69267 members 
Mstep: Class 20 contains 12879 members 
Mstep: Class 22 contains 100263 members 
Mstep: Class 23 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98265616.000000 Penalty: 53843.792969
Iteration 53Q: 17 clusters Score -9.826562e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 161529 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 33691 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68551 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 477 members 
Mstep: Class 11 contains 46731 members 
Mstep: Class 13 contains 183909 members 
Mstep: Class 18 contains 68854 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 22 contains 101428 members 
Mstep: Class 23 contains 15570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98266008.000000 Penalty: 53843.792969
Iteration 54Q: 17 clusters Score -9.826601e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 161238 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 33923 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68657 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 4985 members 
Mstep: Class 10 contains 475 members 
Mstep: Class 11 contains 46747 members 
Mstep: Class 13 contains 183337 members 
Mstep: Class 18 contains 68452 members 
Mstep: Class 20 contains 12810 members 
Mstep: Class 22 contains 102647 members 
Mstep: Class 23 contains 15569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98266456.000000 Penalty: 53843.792969
Iteration 55Q: 17 clusters Score -9.826646e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 160965 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 34132 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68746 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 46752 members 
Mstep: Class 13 contains 182780 members 
Mstep: Class 18 contains 68096 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 22 contains 103897 members 
Mstep: Class 23 contains 15565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98267136.000000 Penalty: 53843.792969
Iteration 56Q: 17 clusters Score -9.826714e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 160747 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 34346 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68818 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 11 contains 46759 members 
Mstep: Class 13 contains 182226 members 
Mstep: Class 18 contains 67720 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 22 contains 105136 members 
Mstep: Class 23 contains 15566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98268048.000000 Penalty: 53843.792969
Iteration 57Q: 17 clusters Score -9.826805e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 160520 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 34519 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68864 members 
Mstep: Class 8 contains 2680 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 10 contains 468 members 
Mstep: Class 11 contains 46757 members 
Mstep: Class 13 contains 181696 members 
Mstep: Class 18 contains 67339 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 22 contains 106419 members 
Mstep: Class 23 contains 15565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98268448.000000 Penalty: 53843.792969
Iteration 58Q: 17 clusters Score -9.826845e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 160303 members 
Mstep: Class 3 contains 1214 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 34642 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68908 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 465 members 
Mstep: Class 11 contains 46744 members 
Mstep: Class 13 contains 181227 members 
Mstep: Class 18 contains 66944 members 
Mstep: Class 20 contains 12735 members 
Mstep: Class 22 contains 107766 members 
Mstep: Class 23 contains 15571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269040.000000 Penalty: 53843.792969
Iteration 59Q: 17 clusters Score -9.826904e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 160070 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 1086 members 
Mstep: Class 5 contains 34795 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68951 members 
Mstep: Class 8 contains 2960 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 13 contains 180792 members 
Mstep: Class 18 contains 66562 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 22 contains 109034 members 
Mstep: Class 23 contains 15597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269736.000000 Penalty: 53843.792969
Iteration 60F: 17 clusters Score -9.826974e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 159832 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 1085 members 
Mstep: Class 5 contains 34931 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 68988 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 46736 members 
Mstep: Class 13 contains 180454 members 
Mstep: Class 18 contains 66166 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 22 contains 110318 members 
Mstep: Class 23 contains 15632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270520.000000 Penalty: 53843.792969
Iteration 61Q: 17 clusters Score -9.827052e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 159591 members 
Mstep: Class 3 contains 851 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35057 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69040 members 
Mstep: Class 8 contains 3152 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 441 members 
Mstep: Class 11 contains 46711 members 
Mstep: Class 13 contains 180086 members 
Mstep: Class 18 contains 65828 members 
Mstep: Class 20 contains 12726 members 
Mstep: Class 22 contains 111595 members 
Mstep: Class 23 contains 15677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270584.000000 Penalty: 53843.792969
Iteration 62Q: 17 clusters Score -9.827058e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 159308 members 
Mstep: Class 3 contains 784 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35205 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69116 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 46707 members 
Mstep: Class 13 contains 179640 members 
Mstep: Class 18 contains 65548 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 22 contains 112864 members 
Mstep: Class 23 contains 15722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271480.000000 Penalty: 53843.792969
Iteration 63Q: 17 clusters Score -9.827148e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 159013 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35359 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 426 members 
Mstep: Class 11 contains 46706 members 
Mstep: Class 13 contains 179183 members 
Mstep: Class 18 contains 65248 members 
Mstep: Class 20 contains 12697 members 
Mstep: Class 22 contains 114151 members 
Mstep: Class 23 contains 15750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98271784.000000 Penalty: 53843.792969
Iteration 64Q: 17 clusters Score -9.827178e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 158781 members 
Mstep: Class 3 contains 697 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35497 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69271 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 46694 members 
Mstep: Class 13 contains 178723 members 
Mstep: Class 18 contains 64979 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 22 contains 115436 members 
Mstep: Class 23 contains 15747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272000.000000 Penalty: 53843.792969
Iteration 65Q: 17 clusters Score -9.8272e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 158572 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35602 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69320 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 46650 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 18 contains 64740 members 
Mstep: Class 20 contains 12655 members 
Mstep: Class 22 contains 116724 members 
Mstep: Class 23 contains 15766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272176.000000 Penalty: 53843.792969
Iteration 66Q: 17 clusters Score -9.827218e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 158337 members 
Mstep: Class 3 contains 676 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35699 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69377 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 46588 members 
Mstep: Class 13 contains 177899 members 
Mstep: Class 18 contains 64475 members 
Mstep: Class 20 contains 12625 members 
Mstep: Class 22 contains 117961 members 
Mstep: Class 23 contains 15799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98272832.000000 Penalty: 53843.792969
Iteration 67Q: 17 clusters Score -9.827283e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 158034 members 
Mstep: Class 3 contains 671 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35817 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69436 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 13 contains 177544 members 
Mstep: Class 18 contains 64186 members 
Mstep: Class 20 contains 12588 members 
Mstep: Class 22 contains 119248 members 
Mstep: Class 23 contains 15832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98273520.000000 Penalty: 53843.792969
Iteration 68Q: 17 clusters Score -9.827352e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 157749 members 
Mstep: Class 3 contains 668 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 35925 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69500 members 
Mstep: Class 8 contains 3327 members 
Mstep: Class 9 contains 5544 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 46470 members 
Mstep: Class 13 contains 177206 members 
Mstep: Class 18 contains 63903 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 22 contains 120572 members 
Mstep: Class 23 contains 15845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274192.000000 Penalty: 53843.792969
Iteration 69Q: 17 clusters Score -9.827419e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 157478 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36019 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69550 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 46382 members 
Mstep: Class 13 contains 176935 members 
Mstep: Class 18 contains 63651 members 
Mstep: Class 20 contains 12546 members 
Mstep: Class 22 contains 121799 members 
Mstep: Class 23 contains 15850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274696.000000 Penalty: 53843.792969
Iteration 70Q: 17 clusters Score -9.82747e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 157223 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36098 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69560 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 46290 members 
Mstep: Class 13 contains 176643 members 
Mstep: Class 18 contains 63402 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 22 contains 123070 members 
Mstep: Class 23 contains 15877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98274864.000000 Penalty: 53843.792969
Iteration 71Q: 17 clusters Score -9.827486e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 156992 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36166 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69572 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 46192 members 
Mstep: Class 13 contains 176339 members 
Mstep: Class 18 contains 63197 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 22 contains 124304 members 
Mstep: Class 23 contains 15892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275008.000000 Penalty: 53843.792969
Iteration 72Q: 17 clusters Score -9.827501e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 156808 members 
Mstep: Class 3 contains 664 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36238 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69584 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 46106 members 
Mstep: Class 13 contains 176014 members 
Mstep: Class 18 contains 62986 members 
Mstep: Class 20 contains 12515 members 
Mstep: Class 22 contains 125509 members 
Mstep: Class 23 contains 15916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275264.000000 Penalty: 53843.792969
Iteration 73Q: 17 clusters Score -9.827526e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 156647 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36298 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69639 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 46002 members 
Mstep: Class 13 contains 175546 members 
Mstep: Class 18 contains 62777 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 22 contains 126843 members 
Mstep: Class 23 contains 15946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275640.000000 Penalty: 53843.792969
Iteration 74Q: 17 clusters Score -9.827564e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 156481 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36340 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69682 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 5731 members 
Mstep: Class 10 contains 418 members 
Mstep: Class 11 contains 45893 members 
Mstep: Class 13 contains 175162 members 
Mstep: Class 18 contains 62584 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 22 contains 128061 members 
Mstep: Class 23 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98276640.000000 Penalty: 53843.792969
Iteration 75Q: 17 clusters Score -9.827664e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 156289 members 
Mstep: Class 3 contains 662 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36426 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69743 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45780 members 
Mstep: Class 13 contains 174741 members 
Mstep: Class 18 contains 62399 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 22 contains 129276 members 
Mstep: Class 23 contains 15987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98276992.000000 Penalty: 53843.792969
Iteration 76Q: 17 clusters Score -9.827699e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 156127 members 
Mstep: Class 3 contains 663 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36496 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69834 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 5785 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45676 members 
Mstep: Class 13 contains 174247 members 
Mstep: Class 18 contains 62218 members 
Mstep: Class 20 contains 12476 members 
Mstep: Class 22 contains 130483 members 
Mstep: Class 23 contains 16003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277912.000000 Penalty: 53843.792969
Iteration 77Q: 17 clusters Score -9.827791e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 156012 members 
Mstep: Class 3 contains 659 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 36553 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69895 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 5810 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45572 members 
Mstep: Class 13 contains 173840 members 
Mstep: Class 18 contains 62031 members 
Mstep: Class 20 contains 12460 members 
Mstep: Class 22 contains 131634 members 
Mstep: Class 23 contains 15998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278464.000000 Penalty: 53843.792969
Iteration 78Q: 17 clusters Score -9.827846e+07 nChanged 4489
Entering ConstructFrom: 
Score: -98278464.000000 Penalty: 53843.792969
Entering ConstructFrom: 
Trying to split cluster 1 (64526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Entering Unmasked Estep 
Score: -8317123.000000 Penalty: 2746.556152
	Iteration 0F: 2 clusters Score -8317123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -8273782.500000 Penalty: 5493.112305
	Iteration 0F: 3 clusters Score -8273782 nChanged 30074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8290635.000000 Penalty: 5493.112305
	Iteration 1F: 3 clusters Score -8290635 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -8291273.000000 Penalty: 5493.112305
	Iteration 2Q: 3 clusters Score -8291273 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -8291906.500000 Penalty: 5493.112305
	Iteration 3Q: 3 clusters Score -8291906 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -8292649.500000 Penalty: 5493.112305
	Iteration 4Q: 3 clusters Score -8292650 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8293646.500000 Penalty: 5493.112305
	Iteration 5Q: 3 clusters Score -8293646 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -8295066.000000 Penalty: 5493.112305
	Iteration 6Q: 3 clusters Score -8295066 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8296998.500000 Penalty: 5493.112305
	Iteration 7F: 3 clusters Score -8296998 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8299671.500000 Penalty: 5493.112305
	Iteration 8F: 3 clusters Score -8299672 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -8302753.000000 Penalty: 5493.112305
	Iteration 9F: 3 clusters Score -8302753 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -8305241.000000 Penalty: 5493.112305
	Iteration 10F: 3 clusters Score -8305241 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8306946.000000 Penalty: 5493.112305
	Iteration 11Q: 3 clusters Score -8306946 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -8307979.500000 Penalty: 5493.112305
	Iteration 12Q: 3 clusters Score -8307980 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -8308649.000000 Penalty: 5493.112305
	Iteration 13Q: 3 clusters Score -8308649 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -8309140.500000 Penalty: 5493.112305
	Iteration 14Q: 3 clusters Score -8309140 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -8309691.500000 Penalty: 5493.112305
	Iteration 15Q: 3 clusters Score -8309692 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -8310241.500000 Penalty: 5493.112305
	Iteration 16Q: 3 clusters Score -8310242 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -8310814.500000 Penalty: 5493.112305
	Iteration 17Q: 3 clusters Score -8310814 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -8311309.500000 Penalty: 5493.112305
	Iteration 18Q: 3 clusters Score -8311310 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -8311817.500000 Penalty: 5493.112305
	Iteration 19Q: 3 clusters Score -8311818 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -8312236.500000 Penalty: 5493.112305
	Iteration 20F: 3 clusters Score -8312236 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -8312613.000000 Penalty: 5493.112305
	Iteration 21Q: 3 clusters Score -8312613 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -8312892.500000 Penalty: 5493.112305
	Iteration 22Q: 3 clusters Score -8312892 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -8313152.000000 Penalty: 5493.112305
	Iteration 23Q: 3 clusters Score -8313152 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -8313387.500000 Penalty: 5493.112305
	Iteration 24Q: 3 clusters Score -8313388 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -8313575.000000 Penalty: 5493.112305
	Iteration 25Q: 3 clusters Score -8313575 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -8313780.500000 Penalty: 5493.112305
	Iteration 26Q: 3 clusters Score -8313780 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -8313869.000000 Penalty: 5493.112305
	Iteration 27Q: 3 clusters Score -8313869 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -8313979.000000 Penalty: 5493.112305
	Iteration 28Q: 3 clusters Score -8313979 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -8314052.500000 Penalty: 5493.112305
	Iteration 29Q: 3 clusters Score -8314052 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -8314103.500000 Penalty: 5493.112305
	Iteration 30Q: 3 clusters Score -8314104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -8314177.500000 Penalty: 5493.112305
	Iteration 31Q: 3 clusters Score -8314178 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -8314200.500000 Penalty: 5493.112305
	Iteration 32Q: 3 clusters Score -8314200 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -8314252.500000 Penalty: 5493.112305
	Iteration 33Q: 3 clusters Score -8314252 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -8314320.500000 Penalty: 5493.112305
	Iteration 34Q: 3 clusters Score -8314320 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -8314398.000000 Penalty: 5493.112305
	Iteration 35Q: 3 clusters Score -8314398 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -8314463.000000 Penalty: 5493.112305
	Iteration 36Q: 3 clusters Score -8314463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -8314521.500000 Penalty: 5493.112305
	Iteration 37Q: 3 clusters Score -8314522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -8314565.000000 Penalty: 5493.112305
	Iteration 38Q: 3 clusters Score -8314565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -8314575.000000 Penalty: 5493.112305
	Iteration 39Q: 3 clusters Score -8314575 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -8314629.500000 Penalty: 5493.112305
	Iteration 40F: 3 clusters Score -8314630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8314644.500000 Penalty: 5493.112305
	Iteration 41Q: 3 clusters Score -8314644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -8314656.500000 Penalty: 5493.112305
	Iteration 42Q: 3 clusters Score -8314656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -8314687.000000 Penalty: 5493.112305
	Iteration 43Q: 3 clusters Score -8314687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -8314711.000000 Penalty: 5493.112305
	Iteration 44Q: 3 clusters Score -8314711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8314723.500000 Penalty: 5493.112305
	Iteration 45Q: 3 clusters Score -8314724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -8314729.000000 Penalty: 5493.112305
	Iteration 46Q: 3 clusters Score -8314729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -8314748.000000 Penalty: 5493.112305
	Iteration 47Q: 3 clusters Score -8314748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -8314749.000000 Penalty: 5493.112305
	Iteration 48Q: 3 clusters Score -8314749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -8314741.000000 Penalty: 5493.112305
	Iteration 49Q: 3 clusters Score -8314741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -8314743.500000 Penalty: 5493.112305
	Iteration 50Q: 3 clusters Score -8314744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -8314744.000000 Penalty: 5493.112305
	Iteration 51Q: 3 clusters Score -8314744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -8314755.500000 Penalty: 5493.112305
	Iteration 52Q: 3 clusters Score -8314756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -8314758.500000 Penalty: 5493.112305
	Iteration 53Q: 3 clusters Score -8314758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -8314753.500000 Penalty: 5493.112305
	Iteration 54Q: 3 clusters Score -8314754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -8314758.500000 Penalty: 5493.112305
	Iteration 55Q: 3 clusters Score -8314758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -8314756.000000 Penalty: 5493.112305
	Iteration 56Q: 3 clusters Score -8314756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -8314758.500000 Penalty: 5493.112305
	Iteration 57Q: 3 clusters Score -8314758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -8314769.500000 Penalty: 5493.112305
	Iteration 58Q: 3 clusters Score -8314770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8314769.000000 Penalty: 5493.112305
	Iteration 59Q: 3 clusters Score -8314769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -8314764.500000 Penalty: 5493.112305
	Iteration 60F: 3 clusters Score -8314764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -8314770.000000 Penalty: 5493.112305
	Iteration 61Q: 3 clusters Score -8314770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -8314775.000000 Penalty: 5493.112305
	Iteration 62Q: 3 clusters Score -8314775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -8314775.000000 Penalty: 5493.112305
	Iteration 63F: 3 clusters Score -8314775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (155828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Entering Unmasked Estep 
Score: -19980142.000000 Penalty: 2965.213867
	Iteration 0F: 2 clusters Score -1.998014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -19876750.000000 Penalty: 5930.427734
	Iteration 0F: 3 clusters Score -1.987675e+07 nChanged 74320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -19919466.000000 Penalty: 5930.427734
	Iteration 1F: 3 clusters Score -1.991947e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -19920408.000000 Penalty: 5930.427734
	Iteration 2Q: 3 clusters Score -1.992041e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -19921554.000000 Penalty: 5930.427734
	Iteration 3Q: 3 clusters Score -1.992155e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -19922988.000000 Penalty: 5930.427734
	Iteration 4Q: 3 clusters Score -1.992299e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -19925424.000000 Penalty: 5930.427734
	Iteration 5Q: 3 clusters Score -1.992542e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -19930062.000000 Penalty: 5930.427734
	Iteration 6F: 3 clusters Score -1.993006e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -19937240.000000 Penalty: 5930.427734
	Iteration 7F: 3 clusters Score -1.993724e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117401 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -19947302.000000 Penalty: 5930.427734
	Iteration 8F: 3 clusters Score -1.99473e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127798 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -19957718.000000 Penalty: 5930.427734
	Iteration 9F: 3 clusters Score -1.995772e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135268 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -19965262.000000 Penalty: 5930.427734
	Iteration 10F: 3 clusters Score -1.996526e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -19969848.000000 Penalty: 5930.427734
	Iteration 11Q: 3 clusters Score -1.996985e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142787 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -19972258.000000 Penalty: 5930.427734
	Iteration 12Q: 3 clusters Score -1.997226e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144847 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -19973736.000000 Penalty: 5930.427734
	Iteration 13Q: 3 clusters Score -1.997374e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -19974826.000000 Penalty: 5930.427734
	Iteration 14Q: 3 clusters Score -1.997483e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -19975542.000000 Penalty: 5930.427734
	Iteration 15Q: 3 clusters Score -1.997554e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148846 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -19976132.000000 Penalty: 5930.427734
	Iteration 16Q: 3 clusters Score -1.997613e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -19976622.000000 Penalty: 5930.427734
	Iteration 17Q: 3 clusters Score -1.997662e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150432 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -19977002.000000 Penalty: 5930.427734
	Iteration 18Q: 3 clusters Score -1.9977e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150992 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -19977296.000000 Penalty: 5930.427734
	Iteration 19Q: 3 clusters Score -1.99773e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -19977510.000000 Penalty: 5930.427734
	Iteration 20F: 3 clusters Score -1.997751e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -19977732.000000 Penalty: 5930.427734
	Iteration 21Q: 3 clusters Score -1.997773e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -19977846.000000 Penalty: 5930.427734
	Iteration 22Q: 3 clusters Score -1.997785e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -19977972.000000 Penalty: 5930.427734
	Iteration 23Q: 3 clusters Score -1.997797e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152535 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19978052.000000 Penalty: 5930.427734
	Iteration 24Q: 3 clusters Score -1.997805e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -19978102.000000 Penalty: 5930.427734
	Iteration 25Q: 3 clusters Score -1.99781e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19978166.000000 Penalty: 5930.427734
	Iteration 26Q: 3 clusters Score -1.997817e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -19978232.000000 Penalty: 5930.427734
	Iteration 27Q: 3 clusters Score -1.997823e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19978272.000000 Penalty: 5930.427734
	Iteration 28Q: 3 clusters Score -1.997827e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153198 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -19978284.000000 Penalty: 5930.427734
	Iteration 29Q: 3 clusters Score -1.997828e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -19978356.000000 Penalty: 5930.427734
	Iteration 30Q: 3 clusters Score -1.997836e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -19978366.000000 Penalty: 5930.427734
	Iteration 31Q: 3 clusters Score -1.997837e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -19978420.000000 Penalty: 5930.427734
	Iteration 32Q: 3 clusters Score -1.997842e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153467 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19978418.000000 Penalty: 5930.427734
	Iteration 33Q: 3 clusters Score -1.997842e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19978424.000000 Penalty: 5930.427734
	Iteration 34Q: 3 clusters Score -1.997842e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19978438.000000 Penalty: 5930.427734
	Iteration 35Q: 3 clusters Score -1.997844e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153528 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -19978440.000000 Penalty: 5930.427734
	Iteration 36Q: 3 clusters Score -1.997844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19978422.000000 Penalty: 5930.427734
	Iteration 37Q: 3 clusters Score -1.997842e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153573 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -19978432.000000 Penalty: 5930.427734
	Iteration 38Q: 3 clusters Score -1.997843e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -19978456.000000 Penalty: 5930.427734
	Iteration 39Q: 3 clusters Score -1.997846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19978466.000000 Penalty: 5930.427734
	Iteration 40F: 3 clusters Score -1.997847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -19978520.000000 Penalty: 5930.427734
	Iteration 41Q: 3 clusters Score -1.997852e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19978536.000000 Penalty: 5930.427734
	Iteration 42Q: 3 clusters Score -1.997854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -19978518.000000 Penalty: 5930.427734
	Iteration 43Q: 3 clusters Score -1.997852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153663 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -19978544.000000 Penalty: 5930.427734
	Iteration 44Q: 3 clusters Score -1.997854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -19978548.000000 Penalty: 5930.427734
	Iteration 45Q: 3 clusters Score -1.997855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153682 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19978540.000000 Penalty: 5930.427734
	Iteration 46Q: 3 clusters Score -1.997854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -19978534.000000 Penalty: 5930.427734
	Iteration 47Q: 3 clusters Score -1.997853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153694 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19978560.000000 Penalty: 5930.427734
	Iteration 48Q: 3 clusters Score -1.997856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -19978554.000000 Penalty: 5930.427734
	Iteration 49Q: 3 clusters Score -1.997855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153717 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -19978550.000000 Penalty: 5930.427734
	Iteration 50Q: 3 clusters Score -1.997855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19978550.000000 Penalty: 5930.427734
	Iteration 51Q: 3 clusters Score -1.997855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153732 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -19978544.000000 Penalty: 5930.427734
	Iteration 52Q: 3 clusters Score -1.997854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153742 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19978548.000000 Penalty: 5930.427734
	Iteration 53Q: 3 clusters Score -1.997855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153751 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19978564.000000 Penalty: 5930.427734
	Iteration 54Q: 3 clusters Score -1.997856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -19978564.000000 Penalty: 5930.427734
	Iteration 55Q: 3 clusters Score -1.997856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -19978574.000000 Penalty: 5930.427734
	Iteration 56Q: 3 clusters Score -1.997857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153773 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -19978562.000000 Penalty: 5930.427734
	Iteration 57Q: 3 clusters Score -1.997856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153783 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19978580.000000 Penalty: 5930.427734
	Iteration 58Q: 3 clusters Score -1.997858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19978556.000000 Penalty: 5930.427734
	Iteration 59Q: 3 clusters Score -1.997856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19978568.000000 Penalty: 5930.427734
	Iteration 60F: 3 clusters Score -1.997857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153798 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19978596.000000 Penalty: 5930.427734
	Iteration 61Q: 3 clusters Score -1.99786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19978588.000000 Penalty: 5930.427734
	Iteration 62Q: 3 clusters Score -1.997859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153816 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -19978580.000000 Penalty: 5930.427734
	Iteration 63Q: 3 clusters Score -1.997858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153825 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19978566.000000 Penalty: 5930.427734
	Iteration 64Q: 3 clusters Score -1.997857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19978572.000000 Penalty: 5930.427734
	Iteration 65Q: 3 clusters Score -1.997857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19978568.000000 Penalty: 5930.427734
	Iteration 66Q: 3 clusters Score -1.997857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19978572.000000 Penalty: 5930.427734
	Iteration 67Q: 3 clusters Score -1.997857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153833 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19978578.000000 Penalty: 5930.427734
	Iteration 68Q: 3 clusters Score -1.997858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19978582.000000 Penalty: 5930.427734
	Iteration 69Q: 3 clusters Score -1.997858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19978582.000000 Penalty: 5930.427734
	Iteration 70F: 3 clusters Score -1.997858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -77979.765625 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -77979.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76304.414062 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -76304.41 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76492.156250 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -76492.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76552.882812 Penalty: 3217.891357
	Iteration 2Q: 3 clusters Score -76552.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76582.796875 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -76582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76603.390625 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -76603.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76623.625000 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -76623.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76627.429688 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -76627.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76627.429688 Penalty: 3217.891357
	Iteration 7F: 3 clusters Score -76627.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -110785.671875 Penalty: 1733.811890
	Iteration 0F: 2 clusters Score -110785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108984.453125 Penalty: 3467.623779
	Iteration 0F: 3 clusters Score -108984.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110187.234375 Penalty: 3467.623779
	Iteration 1F: 3 clusters Score -110187.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111299.867188 Penalty: 3467.623779
	Iteration 2F: 3 clusters Score -111299.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111830.343750 Penalty: 3467.623779
	Iteration 3F: 3 clusters Score -111830.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -112086.500000 Penalty: 3467.623779
	Iteration 4Q: 3 clusters Score -112086.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112587.289062 Penalty: 3467.623779
	Iteration 5Q: 3 clusters Score -112587.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112788.523438 Penalty: 3467.623779
	Iteration 6Q: 3 clusters Score -112788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -112790.906250 Penalty: 3467.623779
	Iteration 7Q: 3 clusters Score -112790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112792.992188 Penalty: 3467.623779
	Iteration 8Q: 3 clusters Score -112793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -112794.179688 Penalty: 3467.623779
	Iteration 9Q: 3 clusters Score -112794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -112794.179688 Penalty: 3467.623779
	Iteration 10F: 3 clusters Score -112794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 155828 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 36610 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 69955 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45472 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 173361 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 22 contains 132880 members 
Mstep: Class 23 contains 15999 members 
Entering Unmasked Estep 
Score: -98279136.000000 Penalty: 57209.031250
Splitting cluster 4 changes total score from -98278464.000000 to -98279136.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (36610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Entering Unmasked Estep 
Score: -4737272.000000 Penalty: 2606.002930
	Iteration 0F: 2 clusters Score -4737272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4712463.500000 Penalty: 5212.005859
	Iteration 0F: 3 clusters Score -4712464 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4721491.500000 Penalty: 5212.005859
	Iteration 1F: 3 clusters Score -4721492 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4721983.000000 Penalty: 5212.005859
	Iteration 2Q: 3 clusters Score -4721983 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4722425.500000 Penalty: 5212.005859
	Iteration 3Q: 3 clusters Score -4722426 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4722871.500000 Penalty: 5212.005859
	Iteration 4Q: 3 clusters Score -4722872 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4723400.000000 Penalty: 5212.005859
	Iteration 5Q: 3 clusters Score -4723400 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4724027.000000 Penalty: 5212.005859
	Iteration 6Q: 3 clusters Score -4724027 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -4724935.000000 Penalty: 5212.005859
	Iteration 7Q: 3 clusters Score -4724935 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -4726205.000000 Penalty: 5212.005859
	Iteration 8F: 3 clusters Score -4726205 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4727796.500000 Penalty: 5212.005859
	Iteration 9F: 3 clusters Score -4727796 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4729563.000000 Penalty: 5212.005859
	Iteration 10F: 3 clusters Score -4729563 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4731149.000000 Penalty: 5212.005859
	Iteration 11F: 3 clusters Score -4731149 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4732374.000000 Penalty: 5212.005859
	Iteration 12Q: 3 clusters Score -4732374 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4733203.000000 Penalty: 5212.005859
	Iteration 13Q: 3 clusters Score -4733203 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4733748.500000 Penalty: 5212.005859
	Iteration 14Q: 3 clusters Score -4733748 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4734094.500000 Penalty: 5212.005859
	Iteration 15Q: 3 clusters Score -4734094 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4734347.500000 Penalty: 5212.005859
	Iteration 16Q: 3 clusters Score -4734348 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4734533.500000 Penalty: 5212.005859
	Iteration 17Q: 3 clusters Score -4734534 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4734667.500000 Penalty: 5212.005859
	Iteration 18Q: 3 clusters Score -4734668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4734773.000000 Penalty: 5212.005859
	Iteration 19Q: 3 clusters Score -4734773 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4734857.000000 Penalty: 5212.005859
	Iteration 20F: 3 clusters Score -4734857 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4734918.000000 Penalty: 5212.005859
	Iteration 21Q: 3 clusters Score -4734918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4734960.000000 Penalty: 5212.005859
	Iteration 22Q: 3 clusters Score -4734960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4734999.000000 Penalty: 5212.005859
	Iteration 23Q: 3 clusters Score -4734999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4735017.000000 Penalty: 5212.005859
	Iteration 24Q: 3 clusters Score -4735017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4735041.500000 Penalty: 5212.005859
	Iteration 25Q: 3 clusters Score -4735042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4735042.000000 Penalty: 5212.005859
	Iteration 26Q: 3 clusters Score -4735042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4735053.500000 Penalty: 5212.005859
	Iteration 27Q: 3 clusters Score -4735054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4735068.500000 Penalty: 5212.005859
	Iteration 28Q: 3 clusters Score -4735068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4735086.000000 Penalty: 5212.005859
	Iteration 29Q: 3 clusters Score -4735086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4735095.000000 Penalty: 5212.005859
	Iteration 30Q: 3 clusters Score -4735095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4735103.000000 Penalty: 5212.005859
	Iteration 31Q: 3 clusters Score -4735103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4735104.000000 Penalty: 5212.005859
	Iteration 32Q: 3 clusters Score -4735104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4735106.000000 Penalty: 5212.005859
	Iteration 33Q: 3 clusters Score -4735106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4735113.500000 Penalty: 5212.005859
	Iteration 34Q: 3 clusters Score -4735114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4735113.000000 Penalty: 5212.005859
	Iteration 35Q: 3 clusters Score -4735113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4735111.500000 Penalty: 5212.005859
	Iteration 36Q: 3 clusters Score -4735112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4735125.000000 Penalty: 5212.005859
	Iteration 37Q: 3 clusters Score -4735125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4735130.500000 Penalty: 5212.005859
	Iteration 38Q: 3 clusters Score -4735130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4735131.500000 Penalty: 5212.005859
	Iteration 39Q: 3 clusters Score -4735132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4735127.500000 Penalty: 5212.005859
	Iteration 40F: 3 clusters Score -4735128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4735128.500000 Penalty: 5212.005859
	Iteration 41Q: 3 clusters Score -4735128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4735128.500000 Penalty: 5212.005859
	Iteration 42F: 3 clusters Score -4735128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -178364.234375 Penalty: 1840.600342
	Iteration 0F: 2 clusters Score -178364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176013.343750 Penalty: 3681.200684
	Iteration 0F: 3 clusters Score -176013.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176965.796875 Penalty: 3681.200684
	Iteration 1F: 3 clusters Score -176965.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -177457.046875 Penalty: 3681.200684
	Iteration 2F: 3 clusters Score -177457 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -177951.046875 Penalty: 3681.200684
	Iteration 3F: 3 clusters Score -177951 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -178416.125000 Penalty: 3681.200684
	Iteration 4F: 3 clusters Score -178416.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -178949.968750 Penalty: 3681.200684
	Iteration 5F: 3 clusters Score -178950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -179457.187500 Penalty: 3681.200684
	Iteration 6F: 3 clusters Score -179457.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180092.984375 Penalty: 3681.200684
	Iteration 7Q: 3 clusters Score -180093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -180334.953125 Penalty: 3681.200684
	Iteration 8Q: 3 clusters Score -180335 nChanged 13
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: -180365.093750 Penalty: 3681.200684
	Iteration 9Q: 3 clusters Score -180365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180431.156250 Penalty: 3681.200684
	Iteration 10Q: 3 clusters Score -180431.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -180575.875000 Penalty: 3681.200684
	Iteration 11Q: 3 clusters Score -180575.9 nChanged 13
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: -180700.953125 Penalty: 3681.200684
	Iteration 12Q: 3 clusters Score -180701 nChanged 6
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: -180743.140625 Penalty: 3681.200684
	Iteration 13Q: 3 clusters Score -180743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180745.484375 Penalty: 3681.200684
	Iteration 14Q: 3 clusters Score -180745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180745.484375 Penalty: 3681.200684
	Iteration 15F: 3 clusters Score -180745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 155828 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 36610 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 69955 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45472 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 173361 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 22 contains 132880 members 
Mstep: Class 23 contains 15999 members 
Entering Unmasked Estep 
Score: -98280016.000000 Penalty: 60574.269531
Splitting cluster 6 changes total score from -98278464.000000 to -98280016.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (69955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Entering Unmasked Estep 
Score: -8740679.000000 Penalty: 2766.590576
	Iteration 0F: 2 clusters Score -8740679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -8693908.000000 Penalty: 5533.181152
	Iteration 0F: 3 clusters Score -8693908 nChanged 32699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -8712314.000000 Penalty: 5533.181152
	Iteration 1F: 3 clusters Score -8712314 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -8712957.000000 Penalty: 5533.181152
	Iteration 2Q: 3 clusters Score -8712957 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8713530.000000 Penalty: 5533.181152
	Iteration 3Q: 3 clusters Score -8713530 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -8714190.000000 Penalty: 5533.181152
	Iteration 4Q: 3 clusters Score -8714190 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8714954.000000 Penalty: 5533.181152
	Iteration 5Q: 3 clusters Score -8714954 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8716170.000000 Penalty: 5533.181152
	Iteration 6Q: 3 clusters Score -8716170 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8717969.000000 Penalty: 5533.181152
	Iteration 7Q: 3 clusters Score -8717969 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -8720650.000000 Penalty: 5533.181152
	Iteration 8F: 3 clusters Score -8720650 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -8724137.000000 Penalty: 5533.181152
	Iteration 9F: 3 clusters Score -8724137 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -8727751.000000 Penalty: 5533.181152
	Iteration 10F: 3 clusters Score -8727751 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -8730939.000000 Penalty: 5533.181152
	Iteration 11F: 3 clusters Score -8730939 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -8733465.000000 Penalty: 5533.181152
	Iteration 12Q: 3 clusters Score -8733465 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -8735305.000000 Penalty: 5533.181152
	Iteration 13Q: 3 clusters Score -8735305 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -8736455.000000 Penalty: 5533.181152
	Iteration 14Q: 3 clusters Score -8736455 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -8737146.000000 Penalty: 5533.181152
	Iteration 15Q: 3 clusters Score -8737146 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -8737595.000000 Penalty: 5533.181152
	Iteration 16Q: 3 clusters Score -8737595 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -8737836.000000 Penalty: 5533.181152
	Iteration 17Q: 3 clusters Score -8737836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -8737965.000000 Penalty: 5533.181152
	Iteration 18Q: 3 clusters Score -8737965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8738065.000000 Penalty: 5533.181152
	Iteration 19Q: 3 clusters Score -8738065 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -8738117.000000 Penalty: 5533.181152
	Iteration 20F: 3 clusters Score -8738117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -8738153.000000 Penalty: 5533.181152
	Iteration 21Q: 3 clusters Score -8738153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -8738173.000000 Penalty: 5533.181152
	Iteration 22Q: 3 clusters Score -8738173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -8738191.000000 Penalty: 5533.181152
	Iteration 23Q: 3 clusters Score -8738191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -8738195.000000 Penalty: 5533.181152
	Iteration 24Q: 3 clusters Score -8738195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -8738205.000000 Penalty: 5533.181152
	Iteration 25Q: 3 clusters Score -8738205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -8738214.000000 Penalty: 5533.181152
	Iteration 26Q: 3 clusters Score -8738214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -8738227.000000 Penalty: 5533.181152
	Iteration 27Q: 3 clusters Score -8738227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8738234.000000 Penalty: 5533.181152
	Iteration 28Q: 3 clusters Score -8738234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -8738240.000000 Penalty: 5533.181152
	Iteration 29Q: 3 clusters Score -8738240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -8738247.000000 Penalty: 5533.181152
	Iteration 30Q: 3 clusters Score -8738247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -8738251.000000 Penalty: 5533.181152
	Iteration 31Q: 3 clusters Score -8738251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -8738251.000000 Penalty: 5533.181152
	Iteration 32Q: 3 clusters Score -8738251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -8738251.000000 Penalty: 5533.181152
	Iteration 33F: 3 clusters Score -8738251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -417552.625000 Penalty: 2012.203979
	Iteration 0F: 2 clusters Score -417552.6 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 1690 members 
Entering Unmasked Estep 
Score: -414097.500000 Penalty: 4024.407959
	Iteration 0F: 3 clusters Score -414097.5 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -414842.937500 Penalty: 4024.407959
	Iteration 1F: 3 clusters Score -414842.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -415046.500000 Penalty: 4024.407959
	Iteration 2F: 3 clusters Score -415046.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -415149.500000 Penalty: 4024.407959
	Iteration 3Q: 3 clusters Score -415149.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -415217.562500 Penalty: 4024.407959
	Iteration 4Q: 3 clusters Score -415217.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -415268.218750 Penalty: 4024.407959
	Iteration 5Q: 3 clusters Score -415268.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -415297.750000 Penalty: 4024.407959
	Iteration 6Q: 3 clusters Score -415297.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415319.500000 Penalty: 4024.407959
	Iteration 7Q: 3 clusters Score -415319.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -415341.000000 Penalty: 4024.407959
	Iteration 8Q: 3 clusters Score -415341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -415357.000000 Penalty: 4024.407959
	Iteration 9Q: 3 clusters Score -415357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -415371.531250 Penalty: 4024.407959
	Iteration 10Q: 3 clusters Score -415371.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -415381.062500 Penalty: 4024.407959
	Iteration 11Q: 3 clusters Score -415381.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -415390.312500 Penalty: 4024.407959
	Iteration 12Q: 3 clusters Score -415390.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -415395.375000 Penalty: 4024.407959
	Iteration 13Q: 3 clusters Score -415395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -415403.093750 Penalty: 4024.407959
	Iteration 14Q: 3 clusters Score -415403.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -415410.468750 Penalty: 4024.407959
	Iteration 15Q: 3 clusters Score -415410.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -415415.843750 Penalty: 4024.407959
	Iteration 16Q: 3 clusters Score -415415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -415421.968750 Penalty: 4024.407959
	Iteration 17Q: 3 clusters Score -415422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -415426.968750 Penalty: 4024.407959
	Iteration 18Q: 3 clusters Score -415427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -415429.437500 Penalty: 4024.407959
	Iteration 19Q: 3 clusters Score -415429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -415432.062500 Penalty: 4024.407959
	Iteration 20F: 3 clusters Score -415432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -415434.593750 Penalty: 4024.407959
	Iteration 21Q: 3 clusters Score -415434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -415440.406250 Penalty: 4024.407959
	Iteration 22Q: 3 clusters Score -415440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -415446.343750 Penalty: 4024.407959
	Iteration 23Q: 3 clusters Score -415446.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -415451.406250 Penalty: 4024.407959
	Iteration 24Q: 3 clusters Score -415451.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -415454.875000 Penalty: 4024.407959
	Iteration 25Q: 3 clusters Score -415454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -415458.968750 Penalty: 4024.407959
	Iteration 26Q: 3 clusters Score -415459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -415459.093750 Penalty: 4024.407959
	Iteration 27Q: 3 clusters Score -415459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -415461.937500 Penalty: 4024.407959
	Iteration 28Q: 3 clusters Score -415461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -415464.156250 Penalty: 4024.407959
	Iteration 29Q: 3 clusters Score -415464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -415466.812500 Penalty: 4024.407959
	Iteration 30Q: 3 clusters Score -415466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -415470.031250 Penalty: 4024.407959
	Iteration 31Q: 3 clusters Score -415470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -415472.437500 Penalty: 4024.407959
	Iteration 32Q: 3 clusters Score -415472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -415473.031250 Penalty: 4024.407959
	Iteration 33Q: 3 clusters Score -415473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -415473.156250 Penalty: 4024.407959
	Iteration 34Q: 3 clusters Score -415473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -415474.656250 Penalty: 4024.407959
	Iteration 35Q: 3 clusters Score -415474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -415475.437500 Penalty: 4024.407959
	Iteration 36Q: 3 clusters Score -415475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -415476.250000 Penalty: 4024.407959
	Iteration 37Q: 3 clusters Score -415476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -415476.250000 Penalty: 4024.407959
	Iteration 38F: 3 clusters Score -415476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Entering Unmasked Estep 
Score: -716414.625000 Penalty: 2150.734131
	Iteration 0F: 2 clusters Score -716414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -711362.875000 Penalty: 4301.468262
	Iteration 0F: 3 clusters Score -711362.9 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -712636.937500 Penalty: 4301.468262
	Iteration 1F: 3 clusters Score -712636.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -712996.062500 Penalty: 4301.468262
	Iteration 2F: 3 clusters Score -712996.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -713275.875000 Penalty: 4301.468262
	Iteration 3F: 3 clusters Score -713275.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -713527.687500 Penalty: 4301.468262
	Iteration 4F: 3 clusters Score -713527.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -713726.375000 Penalty: 4301.468262
	Iteration 5Q: 3 clusters Score -713726.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -713896.250000 Penalty: 4301.468262
	Iteration 6Q: 3 clusters Score -713896.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -714049.250000 Penalty: 4301.468262
	Iteration 7Q: 3 clusters Score -714049.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -714191.562500 Penalty: 4301.468262
	Iteration 8Q: 3 clusters Score -714191.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -714307.812500 Penalty: 4301.468262
	Iteration 9Q: 3 clusters Score -714307.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -714413.500000 Penalty: 4301.468262
	Iteration 10Q: 3 clusters Score -714413.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -714507.812500 Penalty: 4301.468262
	Iteration 11Q: 3 clusters Score -714507.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -714578.375000 Penalty: 4301.468262
	Iteration 12Q: 3 clusters Score -714578.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -714647.375000 Penalty: 4301.468262
	Iteration 13Q: 3 clusters Score -714647.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -714707.062500 Penalty: 4301.468262
	Iteration 14Q: 3 clusters Score -714707.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -714755.875000 Penalty: 4301.468262
	Iteration 15Q: 3 clusters Score -714755.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -714801.187500 Penalty: 4301.468262
	Iteration 16Q: 3 clusters Score -714801.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -714839.312500 Penalty: 4301.468262
	Iteration 17Q: 3 clusters Score -714839.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -714867.375000 Penalty: 4301.468262
	Iteration 18Q: 3 clusters Score -714867.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -714890.500000 Penalty: 4301.468262
	Iteration 19Q: 3 clusters Score -714890.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -714902.875000 Penalty: 4301.468262
	Iteration 20F: 3 clusters Score -714902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -714916.125000 Penalty: 4301.468262
	Iteration 21Q: 3 clusters Score -714916.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -714930.312500 Penalty: 4301.468262
	Iteration 22Q: 3 clusters Score -714930.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -714941.562500 Penalty: 4301.468262
	Iteration 23Q: 3 clusters Score -714941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -714956.375000 Penalty: 4301.468262
	Iteration 24Q: 3 clusters Score -714956.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -714971.187500 Penalty: 4301.468262
	Iteration 25Q: 3 clusters Score -714971.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -714981.437500 Penalty: 4301.468262
	Iteration 26Q: 3 clusters Score -714981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -714988.937500 Penalty: 4301.468262
	Iteration 27Q: 3 clusters Score -714988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -714995.500000 Penalty: 4301.468262
	Iteration 28Q: 3 clusters Score -714995.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -715002.250000 Penalty: 4301.468262
	Iteration 29Q: 3 clusters Score -715002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -715004.437500 Penalty: 4301.468262
	Iteration 30Q: 3 clusters Score -715004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -715007.562500 Penalty: 4301.468262
	Iteration 31Q: 3 clusters Score -715007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -715010.812500 Penalty: 4301.468262
	Iteration 32Q: 3 clusters Score -715010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -715010.875000 Penalty: 4301.468262
	Iteration 33Q: 3 clusters Score -715010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -715013.062500 Penalty: 4301.468262
	Iteration 34Q: 3 clusters Score -715013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -715013.875000 Penalty: 4301.468262
	Iteration 35Q: 3 clusters Score -715013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -715014.687500 Penalty: 4301.468262
	Iteration 36Q: 3 clusters Score -715014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -715014.625000 Penalty: 4301.468262
	Iteration 37Q: 3 clusters Score -715014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -715016.125000 Penalty: 4301.468262
	Iteration 38Q: 3 clusters Score -715016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -715018.937500 Penalty: 4301.468262
	Iteration 39Q: 3 clusters Score -715018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -715019.125000 Penalty: 4301.468262
	Iteration 40F: 3 clusters Score -715019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -715019.562500 Penalty: 4301.468262
	Iteration 41Q: 3 clusters Score -715019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -715019.625000 Penalty: 4301.468262
	Iteration 42Q: 3 clusters Score -715019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -715019.625000 Penalty: 4301.468262
	Iteration 43F: 3 clusters Score -715019.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -43519.664062 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -43519.66 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 230 members 
Entering Unmasked Estep 
Score: -42182.125000 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -42182.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42383.566406 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -42383.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42511.386719 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -42511.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42573.503906 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -42573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42609.941406 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -42609.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42622.503906 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -42622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42629.621094 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -42629.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42635.753906 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -42635.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42640.003906 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -42640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42649.500000 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -42649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42679.777344 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -42679.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42694.183594 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -42694.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42707.394531 Penalty: 2992.410889
	Iteration 12Q: 3 clusters Score -42707.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42707.394531 Penalty: 2992.410889
	Iteration 13F: 3 clusters Score -42707.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Entering Unmasked Estep 
Score: -5890838.500000 Penalty: 2659.763184
	Iteration 0F: 2 clusters Score -5890838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5860009.000000 Penalty: 5319.526367
	Iteration 0F: 3 clusters Score -5860009 nChanged 20936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5871674.500000 Penalty: 5319.526367
	Iteration 1F: 3 clusters Score -5871674 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5872128.500000 Penalty: 5319.526367
	Iteration 2Q: 3 clusters Score -5872128 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5872557.000000 Penalty: 5319.526367
	Iteration 3Q: 3 clusters Score -5872557 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5872992.500000 Penalty: 5319.526367
	Iteration 4Q: 3 clusters Score -5872992 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5873471.500000 Penalty: 5319.526367
	Iteration 5Q: 3 clusters Score -5873472 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -5874059.000000 Penalty: 5319.526367
	Iteration 6Q: 3 clusters Score -5874059 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -5874964.500000 Penalty: 5319.526367
	Iteration 7Q: 3 clusters Score -5874964 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5876194.500000 Penalty: 5319.526367
	Iteration 8Q: 3 clusters Score -5876194 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -5877932.500000 Penalty: 5319.526367
	Iteration 9F: 3 clusters Score -5877932 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5879935.500000 Penalty: 5319.526367
	Iteration 10F: 3 clusters Score -5879936 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -5881799.500000 Penalty: 5319.526367
	Iteration 11F: 3 clusters Score -5881800 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -5883042.500000 Penalty: 5319.526367
	Iteration 12Q: 3 clusters Score -5883042 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5883725.000000 Penalty: 5319.526367
	Iteration 13Q: 3 clusters Score -5883725 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5884103.000000 Penalty: 5319.526367
	Iteration 14Q: 3 clusters Score -5884103 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5884425.000000 Penalty: 5319.526367
	Iteration 15Q: 3 clusters Score -5884425 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -5884635.500000 Penalty: 5319.526367
	Iteration 16Q: 3 clusters Score -5884636 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5884827.000000 Penalty: 5319.526367
	Iteration 17Q: 3 clusters Score -5884827 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5885069.500000 Penalty: 5319.526367
	Iteration 18Q: 3 clusters Score -5885070 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -5885235.000000 Penalty: 5319.526367
	Iteration 19Q: 3 clusters Score -5885235 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -5885462.500000 Penalty: 5319.526367
	Iteration 20F: 3 clusters Score -5885462 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -5885680.000000 Penalty: 5319.526367
	Iteration 21Q: 3 clusters Score -5885680 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -5885821.000000 Penalty: 5319.526367
	Iteration 22Q: 3 clusters Score -5885821 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5886010.500000 Penalty: 5319.526367
	Iteration 23Q: 3 clusters Score -5886010 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5886179.500000 Penalty: 5319.526367
	Iteration 24Q: 3 clusters Score -5886180 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5886365.000000 Penalty: 5319.526367
	Iteration 25Q: 3 clusters Score -5886365 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5886558.000000 Penalty: 5319.526367
	Iteration 26Q: 3 clusters Score -5886558 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5886765.500000 Penalty: 5319.526367
	Iteration 27Q: 3 clusters Score -5886766 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5886984.000000 Penalty: 5319.526367
	Iteration 28Q: 3 clusters Score -5886984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5887188.500000 Penalty: 5319.526367
	Iteration 29Q: 3 clusters Score -5887188 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -5887355.000000 Penalty: 5319.526367
	Iteration 30Q: 3 clusters Score -5887355 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -5887568.000000 Penalty: 5319.526367
	Iteration 31Q: 3 clusters Score -5887568 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -5887749.000000 Penalty: 5319.526367
	Iteration 32Q: 3 clusters Score -5887749 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5887866.000000 Penalty: 5319.526367
	Iteration 33Q: 3 clusters Score -5887866 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5887982.500000 Penalty: 5319.526367
	Iteration 34Q: 3 clusters Score -5887982 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -5888052.000000 Penalty: 5319.526367
	Iteration 35Q: 3 clusters Score -5888052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -5888141.500000 Penalty: 5319.526367
	Iteration 36Q: 3 clusters Score -5888142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5888209.500000 Penalty: 5319.526367
	Iteration 37Q: 3 clusters Score -5888210 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -5888222.000000 Penalty: 5319.526367
	Iteration 38Q: 3 clusters Score -5888222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -5888240.500000 Penalty: 5319.526367
	Iteration 39Q: 3 clusters Score -5888240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -5888268.500000 Penalty: 5319.526367
	Iteration 40F: 3 clusters Score -5888268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5888296.500000 Penalty: 5319.526367
	Iteration 41Q: 3 clusters Score -5888296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5888311.500000 Penalty: 5319.526367
	Iteration 42Q: 3 clusters Score -5888312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5888320.500000 Penalty: 5319.526367
	Iteration 43Q: 3 clusters Score -5888320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5888343.000000 Penalty: 5319.526367
	Iteration 44Q: 3 clusters Score -5888343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5888363.500000 Penalty: 5319.526367
	Iteration 45Q: 3 clusters Score -5888364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -5888385.000000 Penalty: 5319.526367
	Iteration 46Q: 3 clusters Score -5888385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5888395.500000 Penalty: 5319.526367
	Iteration 47Q: 3 clusters Score -5888396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5888402.000000 Penalty: 5319.526367
	Iteration 48Q: 3 clusters Score -5888402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5888406.000000 Penalty: 5319.526367
	Iteration 49Q: 3 clusters Score -5888406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -5888407.500000 Penalty: 5319.526367
	Iteration 50Q: 3 clusters Score -5888408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -5888410.500000 Penalty: 5319.526367
	Iteration 51Q: 3 clusters Score -5888410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5888407.000000 Penalty: 5319.526367
	Iteration 52Q: 3 clusters Score -5888407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5888426.000000 Penalty: 5319.526367
	Iteration 53Q: 3 clusters Score -5888426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5888429.000000 Penalty: 5319.526367
	Iteration 54Q: 3 clusters Score -5888429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5888437.500000 Penalty: 5319.526367
	Iteration 55Q: 3 clusters Score -5888438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5888450.000000 Penalty: 5319.526367
	Iteration 56Q: 3 clusters Score -5888450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5888462.500000 Penalty: 5319.526367
	Iteration 57Q: 3 clusters Score -5888462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5888479.000000 Penalty: 5319.526367
	Iteration 58Q: 3 clusters Score -5888479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5888478.000000 Penalty: 5319.526367
	Iteration 59Q: 3 clusters Score -5888478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5888478.000000 Penalty: 5319.526367
	Iteration 60F: 3 clusters Score -5888478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5888485.000000 Penalty: 5319.526367
	Iteration 61Q: 3 clusters Score -5888485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5888485.000000 Penalty: 5319.526367
	Iteration 62Q: 3 clusters Score -5888485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -5888472.000000 Penalty: 5319.526367
	Iteration 63Q: 3 clusters Score -5888472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5888471.500000 Penalty: 5319.526367
	Iteration 64Q: 3 clusters Score -5888472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5888475.000000 Penalty: 5319.526367
	Iteration 65Q: 3 clusters Score -5888475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5888488.500000 Penalty: 5319.526367
	Iteration 66Q: 3 clusters Score -5888488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5888489.500000 Penalty: 5319.526367
	Iteration 67Q: 3 clusters Score -5888490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5888490.500000 Penalty: 5319.526367
	Iteration 68Q: 3 clusters Score -5888490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5888493.500000 Penalty: 5319.526367
	Iteration 69Q: 3 clusters Score -5888494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5888499.000000 Penalty: 5319.526367
	Iteration 70Q: 3 clusters Score -5888499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5888496.000000 Penalty: 5319.526367
	Iteration 71Q: 3 clusters Score -5888496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5888496.500000 Penalty: 5319.526367
	Iteration 72Q: 3 clusters Score -5888496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5888490.500000 Penalty: 5319.526367
	Iteration 73Q: 3 clusters Score -5888490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5888491.000000 Penalty: 5319.526367
	Iteration 74Q: 3 clusters Score -5888491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5888491.500000 Penalty: 5319.526367
	Iteration 75Q: 3 clusters Score -5888492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5888491.000000 Penalty: 5319.526367
	Iteration 76Q: 3 clusters Score -5888491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -5888497.500000 Penalty: 5319.526367
	Iteration 77Q: 3 clusters Score -5888498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5888494.500000 Penalty: 5319.526367
	Iteration 78Q: 3 clusters Score -5888494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5888497.500000 Penalty: 5319.526367
	Iteration 79Q: 3 clusters Score -5888498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5888492.500000 Penalty: 5319.526367
	Iteration 80F: 3 clusters Score -5888492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5888490.500000 Penalty: 5319.526367
	Iteration 81Q: 3 clusters Score -5888490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5888490.500000 Penalty: 5319.526367
	Iteration 82Q: 3 clusters Score -5888490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -5888503.000000 Penalty: 5319.526367
	Iteration 83Q: 3 clusters Score -5888503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -5888506.000000 Penalty: 5319.526367
	Iteration 84Q: 3 clusters Score -5888506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5888509.000000 Penalty: 5319.526367
	Iteration 85Q: 3 clusters Score -5888509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5888518.500000 Penalty: 5319.526367
	Iteration 86Q: 3 clusters Score -5888518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5888517.000000 Penalty: 5319.526367
	Iteration 87Q: 3 clusters Score -5888517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -5888527.500000 Penalty: 5319.526367
	Iteration 88Q: 3 clusters Score -5888528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -5888525.000000 Penalty: 5319.526367
	Iteration 89Q: 3 clusters Score -5888525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -5888522.500000 Penalty: 5319.526367
	Iteration 90Q: 3 clusters Score -5888522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5888533.500000 Penalty: 5319.526367
	Iteration 91Q: 3 clusters Score -5888534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5888532.000000 Penalty: 5319.526367
	Iteration 92Q: 3 clusters Score -5888532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5888542.500000 Penalty: 5319.526367
	Iteration 93Q: 3 clusters Score -5888542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -5888544.500000 Penalty: 5319.526367
	Iteration 94Q: 3 clusters Score -5888544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5888548.500000 Penalty: 5319.526367
	Iteration 95Q: 3 clusters Score -5888548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5888553.500000 Penalty: 5319.526367
	Iteration 96Q: 3 clusters Score -5888554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5888556.500000 Penalty: 5319.526367
	Iteration 97Q: 3 clusters Score -5888556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -5888560.000000 Penalty: 5319.526367
	Iteration 98Q: 3 clusters Score -5888560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -5888555.500000 Penalty: 5319.526367
	Iteration 99Q: 3 clusters Score -5888556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5888562.500000 Penalty: 5319.526367
	Iteration 100F: 3 clusters Score -5888562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5888562.000000 Penalty: 5319.526367
	Iteration 101Q: 3 clusters Score -5888562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -5888564.500000 Penalty: 5319.526367
	Iteration 102Q: 3 clusters Score -5888564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5888563.500000 Penalty: 5319.526367
	Iteration 103Q: 3 clusters Score -5888564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5888574.000000 Penalty: 5319.526367
	Iteration 104Q: 3 clusters Score -5888574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -5888565.500000 Penalty: 5319.526367
	Iteration 105Q: 3 clusters Score -5888566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5888574.000000 Penalty: 5319.526367
	Iteration 106Q: 3 clusters Score -5888574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5888581.000000 Penalty: 5319.526367
	Iteration 107Q: 3 clusters Score -5888581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5888583.500000 Penalty: 5319.526367
	Iteration 108Q: 3 clusters Score -5888584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5888579.000000 Penalty: 5319.526367
	Iteration 109Q: 3 clusters Score -5888579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -5888581.500000 Penalty: 5319.526367
	Iteration 110Q: 3 clusters Score -5888582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5888582.500000 Penalty: 5319.526367
	Iteration 111Q: 3 clusters Score -5888582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5888581.500000 Penalty: 5319.526367
	Iteration 112Q: 3 clusters Score -5888582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -5888580.500000 Penalty: 5319.526367
	Iteration 113Q: 3 clusters Score -5888580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5888584.500000 Penalty: 5319.526367
	Iteration 114Q: 3 clusters Score -5888584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5888587.000000 Penalty: 5319.526367
	Iteration 115Q: 3 clusters Score -5888587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5888585.000000 Penalty: 5319.526367
	Iteration 116Q: 3 clusters Score -5888585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5888587.500000 Penalty: 5319.526367
	Iteration 117Q: 3 clusters Score -5888588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -5888588.500000 Penalty: 5319.526367
	Iteration 118Q: 3 clusters Score -5888588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5888584.500000 Penalty: 5319.526367
	Iteration 119Q: 3 clusters Score -5888584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -5888584.000000 Penalty: 5319.526367
	Iteration 120F: 3 clusters Score -5888584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -5888587.000000 Penalty: 5319.526367
	Iteration 121Q: 3 clusters Score -5888587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5888587.500000 Penalty: 5319.526367
	Iteration 122Q: 3 clusters Score -5888588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -5888590.000000 Penalty: 5319.526367
	Iteration 123Q: 3 clusters Score -5888590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -5888588.000000 Penalty: 5319.526367
	Iteration 124Q: 3 clusters Score -5888588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5888590.500000 Penalty: 5319.526367
	Iteration 125Q: 3 clusters Score -5888590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5888590.500000 Penalty: 5319.526367
	Iteration 126F: 3 clusters Score -5888590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (173361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173361 members 
Entering Unmasked Estep 
Score: -22180956.000000 Penalty: 2991.656494
	Iteration 0F: 2 clusters Score -2.218096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -22066606.000000 Penalty: 5983.312988
	Iteration 0F: 3 clusters Score -2.206661e+07 nChanged 83320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -22115066.000000 Penalty: 5983.312988
	Iteration 1F: 3 clusters Score -2.211507e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -22116514.000000 Penalty: 5983.312988
	Iteration 2Q: 3 clusters Score -2.211651e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -22118452.000000 Penalty: 5983.312988
	Iteration 3Q: 3 clusters Score -2.211845e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -22122494.000000 Penalty: 5983.312988
	Iteration 4Q: 3 clusters Score -2.212249e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -22129976.000000 Penalty: 5983.312988
	Iteration 5F: 3 clusters Score -2.212998e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -22142478.000000 Penalty: 5983.312988
	Iteration 6F: 3 clusters Score -2.214248e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -22157690.000000 Penalty: 5983.312988
	Iteration 7F: 3 clusters Score -2.215769e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160081 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -22169308.000000 Penalty: 5983.312988
	Iteration 8F: 3 clusters Score -2.216931e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -22175026.000000 Penalty: 5983.312988
	Iteration 9Q: 3 clusters Score -2.217503e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -22177360.000000 Penalty: 5983.312988
	Iteration 10Q: 3 clusters Score -2.217736e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22178304.000000 Penalty: 5983.312988
	Iteration 11Q: 3 clusters Score -2.21783e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -22178744.000000 Penalty: 5983.312988
	Iteration 12Q: 3 clusters Score -2.217874e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22178928.000000 Penalty: 5983.312988
	Iteration 13Q: 3 clusters Score -2.217893e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -22178952.000000 Penalty: 5983.312988
	Iteration 14Q: 3 clusters Score -2.217895e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170536 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22179024.000000 Penalty: 5983.312988
	Iteration 15Q: 3 clusters Score -2.217902e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22179078.000000 Penalty: 5983.312988
	Iteration 16Q: 3 clusters Score -2.217908e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170719 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22179142.000000 Penalty: 5983.312988
	Iteration 17Q: 3 clusters Score -2.217914e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22179154.000000 Penalty: 5983.312988
	Iteration 18Q: 3 clusters Score -2.217915e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -22179140.000000 Penalty: 5983.312988
	Iteration 19Q: 3 clusters Score -2.217914e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -22179132.000000 Penalty: 5983.312988
	Iteration 20F: 3 clusters Score -2.217913e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170953 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -22179120.000000 Penalty: 5983.312988
	Iteration 21Q: 3 clusters Score -2.217912e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171003 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -22179150.000000 Penalty: 5983.312988
	Iteration 22Q: 3 clusters Score -2.217915e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22179110.000000 Penalty: 5983.312988
	Iteration 23Q: 3 clusters Score -2.217911e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22179108.000000 Penalty: 5983.312988
	Iteration 24Q: 3 clusters Score -2.217911e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -22179116.000000 Penalty: 5983.312988
	Iteration 25Q: 3 clusters Score -2.217912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -22179132.000000 Penalty: 5983.312988
	Iteration 26Q: 3 clusters Score -2.217913e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171164 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22179142.000000 Penalty: 5983.312988
	Iteration 27Q: 3 clusters Score -2.217914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22179154.000000 Penalty: 5983.312988
	Iteration 28Q: 3 clusters Score -2.217915e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171208 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22179140.000000 Penalty: 5983.312988
	Iteration 29Q: 3 clusters Score -2.217914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -22179150.000000 Penalty: 5983.312988
	Iteration 30Q: 3 clusters Score -2.217915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -22179116.000000 Penalty: 5983.312988
	Iteration 31Q: 3 clusters Score -2.217912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22179120.000000 Penalty: 5983.312988
	Iteration 32Q: 3 clusters Score -2.217912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171264 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22179116.000000 Penalty: 5983.312988
	Iteration 33Q: 3 clusters Score -2.217912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -22179126.000000 Penalty: 5983.312988
	Iteration 34Q: 3 clusters Score -2.217913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171293 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -22179112.000000 Penalty: 5983.312988
	Iteration 35Q: 3 clusters Score -2.217911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -22179104.000000 Penalty: 5983.312988
	Iteration 36Q: 3 clusters Score -2.21791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171306 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22179094.000000 Penalty: 5983.312988
	Iteration 37Q: 3 clusters Score -2.217909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171312 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22179132.000000 Penalty: 5983.312988
	Iteration 38Q: 3 clusters Score -2.217913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22179156.000000 Penalty: 5983.312988
	Iteration 39Q: 3 clusters Score -2.217916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171332 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22179144.000000 Penalty: 5983.312988
	Iteration 40F: 3 clusters Score -2.217914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22179144.000000 Penalty: 5983.312988
	Iteration 41Q: 3 clusters Score -2.217914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -22179142.000000 Penalty: 5983.312988
	Iteration 42Q: 3 clusters Score -2.217914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171350 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -22179138.000000 Penalty: 5983.312988
	Iteration 43Q: 3 clusters Score -2.217914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171355 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22179138.000000 Penalty: 5983.312988
	Iteration 44Q: 3 clusters Score -2.217914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22179134.000000 Penalty: 5983.312988
	Iteration 45Q: 3 clusters Score -2.217913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -22179136.000000 Penalty: 5983.312988
	Iteration 46Q: 3 clusters Score -2.217914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -22179136.000000 Penalty: 5983.312988
	Iteration 47Q: 3 clusters Score -2.217914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -22179124.000000 Penalty: 5983.312988
	Iteration 48Q: 3 clusters Score -2.217912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171393 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22179138.000000 Penalty: 5983.312988
	Iteration 49Q: 3 clusters Score -2.217914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -22179124.000000 Penalty: 5983.312988
	Iteration 50Q: 3 clusters Score -2.217912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -22179118.000000 Penalty: 5983.312988
	Iteration 51Q: 3 clusters Score -2.217912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22179140.000000 Penalty: 5983.312988
	Iteration 52Q: 3 clusters Score -2.217914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22179138.000000 Penalty: 5983.312988
	Iteration 53Q: 3 clusters Score -2.217914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22179138.000000 Penalty: 5983.312988
	Iteration 54F: 3 clusters Score -2.217914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Entering Unmasked Estep 
Score: -7958405.500000 Penalty: 2735.931641
	Iteration 0F: 2 clusters Score -7958406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7916859.500000 Penalty: 5471.863281
	Iteration 0F: 3 clusters Score -7916860 nChanged 28811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -7932917.500000 Penalty: 5471.863281
	Iteration 1F: 3 clusters Score -7932918 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -7933805.000000 Penalty: 5471.863281
	Iteration 2Q: 3 clusters Score -7933805 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7935120.500000 Penalty: 5471.863281
	Iteration 3Q: 3 clusters Score -7935120 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7937321.000000 Penalty: 5471.863281
	Iteration 4F: 3 clusters Score -7937321 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -7940735.000000 Penalty: 5471.863281
	Iteration 5F: 3 clusters Score -7940735 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -7945317.500000 Penalty: 5471.863281
	Iteration 6F: 3 clusters Score -7945318 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -7949841.500000 Penalty: 5471.863281
	Iteration 7F: 3 clusters Score -7949842 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -7953145.000000 Penalty: 5471.863281
	Iteration 8F: 3 clusters Score -7953145 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -7954819.500000 Penalty: 5471.863281
	Iteration 9Q: 3 clusters Score -7954820 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -7955554.500000 Penalty: 5471.863281
	Iteration 10Q: 3 clusters Score -7955554 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -7955863.500000 Penalty: 5471.863281
	Iteration 11Q: 3 clusters Score -7955864 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -7956015.000000 Penalty: 5471.863281
	Iteration 12Q: 3 clusters Score -7956015 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -7956102.500000 Penalty: 5471.863281
	Iteration 13Q: 3 clusters Score -7956102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -7956192.500000 Penalty: 5471.863281
	Iteration 14Q: 3 clusters Score -7956192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -7956235.500000 Penalty: 5471.863281
	Iteration 15Q: 3 clusters Score -7956236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -7956259.500000 Penalty: 5471.863281
	Iteration 16Q: 3 clusters Score -7956260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -7956278.000000 Penalty: 5471.863281
	Iteration 17Q: 3 clusters Score -7956278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -7956298.500000 Penalty: 5471.863281
	Iteration 18Q: 3 clusters Score -7956298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -7956308.000000 Penalty: 5471.863281
	Iteration 19Q: 3 clusters Score -7956308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7956325.000000 Penalty: 5471.863281
	Iteration 20F: 3 clusters Score -7956325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -7956329.000000 Penalty: 5471.863281
	Iteration 21Q: 3 clusters Score -7956329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -7956337.000000 Penalty: 5471.863281
	Iteration 22Q: 3 clusters Score -7956337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -7956336.000000 Penalty: 5471.863281
	Iteration 23Q: 3 clusters Score -7956336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -7956344.000000 Penalty: 5471.863281
	Iteration 24Q: 3 clusters Score -7956344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -7956339.000000 Penalty: 5471.863281
	Iteration 25Q: 3 clusters Score -7956339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -7956336.500000 Penalty: 5471.863281
	Iteration 26Q: 3 clusters Score -7956336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -7956343.000000 Penalty: 5471.863281
	Iteration 27Q: 3 clusters Score -7956343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7956354.000000 Penalty: 5471.863281
	Iteration 28Q: 3 clusters Score -7956354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7956348.500000 Penalty: 5471.863281
	Iteration 29Q: 3 clusters Score -7956348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -7956352.500000 Penalty: 5471.863281
	Iteration 30Q: 3 clusters Score -7956352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7956360.000000 Penalty: 5471.863281
	Iteration 31Q: 3 clusters Score -7956360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -7956364.000000 Penalty: 5471.863281
	Iteration 32Q: 3 clusters Score -7956364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -7956360.500000 Penalty: 5471.863281
	Iteration 33Q: 3 clusters Score -7956360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -7956362.500000 Penalty: 5471.863281
	Iteration 34Q: 3 clusters Score -7956362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -7956363.500000 Penalty: 5471.863281
	Iteration 35Q: 3 clusters Score -7956364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -7956364.000000 Penalty: 5471.863281
	Iteration 36Q: 3 clusters Score -7956364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -7956368.000000 Penalty: 5471.863281
	Iteration 37Q: 3 clusters Score -7956368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7956366.500000 Penalty: 5471.863281
	Iteration 38Q: 3 clusters Score -7956366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7956366.500000 Penalty: 5471.863281
	Iteration 39F: 3 clusters Score -7956366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Entering Unmasked Estep 
Score: -1509250.125000 Penalty: 2338.450195
	Iteration 0F: 2 clusters Score -1509250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1499919.125000 Penalty: 4676.900391
	Iteration 0F: 3 clusters Score -1499919 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1502761.875000 Penalty: 4676.900391
	Iteration 1F: 3 clusters Score -1502762 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1503044.250000 Penalty: 4676.900391
	Iteration 2F: 3 clusters Score -1503044 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1503243.000000 Penalty: 4676.900391
	Iteration 3Q: 3 clusters Score -1503243 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1503397.750000 Penalty: 4676.900391
	Iteration 4Q: 3 clusters Score -1503398 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1503532.500000 Penalty: 4676.900391
	Iteration 5Q: 3 clusters Score -1503532 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1503656.625000 Penalty: 4676.900391
	Iteration 6Q: 3 clusters Score -1503657 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1503747.000000 Penalty: 4676.900391
	Iteration 7Q: 3 clusters Score -1503747 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1503840.625000 Penalty: 4676.900391
	Iteration 8Q: 3 clusters Score -1503841 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1503918.750000 Penalty: 4676.900391
	Iteration 9Q: 3 clusters Score -1503919 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1504003.250000 Penalty: 4676.900391
	Iteration 10Q: 3 clusters Score -1504003 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1504096.750000 Penalty: 4676.900391
	Iteration 11Q: 3 clusters Score -1504097 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1504191.500000 Penalty: 4676.900391
	Iteration 12Q: 3 clusters Score -1504192 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1504280.625000 Penalty: 4676.900391
	Iteration 13Q: 3 clusters Score -1504281 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1504394.875000 Penalty: 4676.900391
	Iteration 14Q: 3 clusters Score -1504395 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1504533.000000 Penalty: 4676.900391
	Iteration 15Q: 3 clusters Score -1504533 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1504719.750000 Penalty: 4676.900391
	Iteration 16Q: 3 clusters Score -1504720 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1504915.500000 Penalty: 4676.900391
	Iteration 17Q: 3 clusters Score -1504916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1505155.625000 Penalty: 4676.900391
	Iteration 18Q: 3 clusters Score -1505156 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1505420.875000 Penalty: 4676.900391
	Iteration 19Q: 3 clusters Score -1505421 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1505681.375000 Penalty: 4676.900391
	Iteration 20F: 3 clusters Score -1505681 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1505930.250000 Penalty: 4676.900391
	Iteration 21Q: 3 clusters Score -1505930 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1506161.750000 Penalty: 4676.900391
	Iteration 22Q: 3 clusters Score -1506162 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1506373.625000 Penalty: 4676.900391
	Iteration 23Q: 3 clusters Score -1506374 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1506584.750000 Penalty: 4676.900391
	Iteration 24Q: 3 clusters Score -1506585 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1506757.750000 Penalty: 4676.900391
	Iteration 25Q: 3 clusters Score -1506758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1506893.375000 Penalty: 4676.900391
	Iteration 26Q: 3 clusters Score -1506893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1506996.250000 Penalty: 4676.900391
	Iteration 27Q: 3 clusters Score -1506996 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1507061.000000 Penalty: 4676.900391
	Iteration 28Q: 3 clusters Score -1507061 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1507108.125000 Penalty: 4676.900391
	Iteration 29Q: 3 clusters Score -1507108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1507132.250000 Penalty: 4676.900391
	Iteration 30Q: 3 clusters Score -1507132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1507161.250000 Penalty: 4676.900391
	Iteration 31Q: 3 clusters Score -1507161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1507176.375000 Penalty: 4676.900391
	Iteration 32Q: 3 clusters Score -1507176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1507193.500000 Penalty: 4676.900391
	Iteration 33Q: 3 clusters Score -1507194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1507201.125000 Penalty: 4676.900391
	Iteration 34Q: 3 clusters Score -1507201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1507212.125000 Penalty: 4676.900391
	Iteration 35Q: 3 clusters Score -1507212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1507221.250000 Penalty: 4676.900391
	Iteration 36Q: 3 clusters Score -1507221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1507225.250000 Penalty: 4676.900391
	Iteration 37Q: 3 clusters Score -1507225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1507227.125000 Penalty: 4676.900391
	Iteration 38Q: 3 clusters Score -1507227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1507231.500000 Penalty: 4676.900391
	Iteration 39Q: 3 clusters Score -1507232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1507237.750000 Penalty: 4676.900391
	Iteration 40F: 3 clusters Score -1507238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1507245.375000 Penalty: 4676.900391
	Iteration 41Q: 3 clusters Score -1507245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1507249.875000 Penalty: 4676.900391
	Iteration 42Q: 3 clusters Score -1507250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1507253.625000 Penalty: 4676.900391
	Iteration 43Q: 3 clusters Score -1507254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1507254.000000 Penalty: 4676.900391
	Iteration 44Q: 3 clusters Score -1507254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1507261.250000 Penalty: 4676.900391
	Iteration 45Q: 3 clusters Score -1507261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1507261.250000 Penalty: 4676.900391
	Iteration 46F: 3 clusters Score -1507261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132880 members 
Entering Unmasked Estep 
Score: -17026760.000000 Penalty: 2925.706055
	Iteration 0F: 2 clusters Score -1.702676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -16937776.000000 Penalty: 5851.412109
	Iteration 0F: 3 clusters Score -1.693778e+07 nChanged 63365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -16974264.000000 Penalty: 5851.412109
	Iteration 1F: 3 clusters Score -1.697426e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -16975092.000000 Penalty: 5851.412109
	Iteration 2Q: 3 clusters Score -1.697509e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -16976062.000000 Penalty: 5851.412109
	Iteration 3Q: 3 clusters Score -1.697606e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -16977254.000000 Penalty: 5851.412109
	Iteration 4Q: 3 clusters Score -1.697725e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -16978948.000000 Penalty: 5851.412109
	Iteration 5Q: 3 clusters Score -1.697895e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -16981052.000000 Penalty: 5851.412109
	Iteration 6Q: 3 clusters Score -1.698105e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -16984322.000000 Penalty: 5851.412109
	Iteration 7Q: 3 clusters Score -1.698432e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -16988962.000000 Penalty: 5851.412109
	Iteration 8F: 3 clusters Score -1.698896e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -16994928.000000 Penalty: 5851.412109
	Iteration 9F: 3 clusters Score -1.699493e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -17001320.000000 Penalty: 5851.412109
	Iteration 10F: 3 clusters Score -1.700132e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -17005708.000000 Penalty: 5851.412109
	Iteration 11F: 3 clusters Score -1.700571e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -17007450.000000 Penalty: 5851.412109
	Iteration 12Q: 3 clusters Score -1.700745e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -17008336.000000 Penalty: 5851.412109
	Iteration 13Q: 3 clusters Score -1.700834e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -17008808.000000 Penalty: 5851.412109
	Iteration 14Q: 3 clusters Score -1.700881e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -17009250.000000 Penalty: 5851.412109
	Iteration 15Q: 3 clusters Score -1.700925e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -17009644.000000 Penalty: 5851.412109
	Iteration 16Q: 3 clusters Score -1.700964e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -17010112.000000 Penalty: 5851.412109
	Iteration 17Q: 3 clusters Score -1.701011e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -17010476.000000 Penalty: 5851.412109
	Iteration 18Q: 3 clusters Score -1.701048e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -17010894.000000 Penalty: 5851.412109
	Iteration 19Q: 3 clusters Score -1.701089e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -17011262.000000 Penalty: 5851.412109
	Iteration 20F: 3 clusters Score -1.701126e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -17011588.000000 Penalty: 5851.412109
	Iteration 21Q: 3 clusters Score -1.701159e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -17011970.000000 Penalty: 5851.412109
	Iteration 22Q: 3 clusters Score -1.701197e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -17012124.000000 Penalty: 5851.412109
	Iteration 23Q: 3 clusters Score -1.701212e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -17012422.000000 Penalty: 5851.412109
	Iteration 24Q: 3 clusters Score -1.701242e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -17012666.000000 Penalty: 5851.412109
	Iteration 25Q: 3 clusters Score -1.701267e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -17012734.000000 Penalty: 5851.412109
	Iteration 26Q: 3 clusters Score -1.701273e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -17012890.000000 Penalty: 5851.412109
	Iteration 27Q: 3 clusters Score -1.701289e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -17013066.000000 Penalty: 5851.412109
	Iteration 28Q: 3 clusters Score -1.701307e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -17013248.000000 Penalty: 5851.412109
	Iteration 29Q: 3 clusters Score -1.701325e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -17013318.000000 Penalty: 5851.412109
	Iteration 30Q: 3 clusters Score -1.701332e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -17013394.000000 Penalty: 5851.412109
	Iteration 31Q: 3 clusters Score -1.701339e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -17013462.000000 Penalty: 5851.412109
	Iteration 32Q: 3 clusters Score -1.701346e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -17013608.000000 Penalty: 5851.412109
	Iteration 33Q: 3 clusters Score -1.701361e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -17013700.000000 Penalty: 5851.412109
	Iteration 34Q: 3 clusters Score -1.70137e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -17013776.000000 Penalty: 5851.412109
	Iteration 35Q: 3 clusters Score -1.701378e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81803 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -17013938.000000 Penalty: 5851.412109
	Iteration 36Q: 3 clusters Score -1.701394e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -17014060.000000 Penalty: 5851.412109
	Iteration 37Q: 3 clusters Score -1.701406e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -17014178.000000 Penalty: 5851.412109
	Iteration 38Q: 3 clusters Score -1.701418e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -17014264.000000 Penalty: 5851.412109
	Iteration 39Q: 3 clusters Score -1.701426e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -17014416.000000 Penalty: 5851.412109
	Iteration 40F: 3 clusters Score -1.701442e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -17014504.000000 Penalty: 5851.412109
	Iteration 41Q: 3 clusters Score -1.70145e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -17014622.000000 Penalty: 5851.412109
	Iteration 42Q: 3 clusters Score -1.701462e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -17014706.000000 Penalty: 5851.412109
	Iteration 43Q: 3 clusters Score -1.701471e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -17014830.000000 Penalty: 5851.412109
	Iteration 44Q: 3 clusters Score -1.701483e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -17014904.000000 Penalty: 5851.412109
	Iteration 45Q: 3 clusters Score -1.70149e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -17015000.000000 Penalty: 5851.412109
	Iteration 46Q: 3 clusters Score -1.7015e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -17015156.000000 Penalty: 5851.412109
	Iteration 47Q: 3 clusters Score -1.701516e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -17015284.000000 Penalty: 5851.412109
	Iteration 48Q: 3 clusters Score -1.701528e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -17015446.000000 Penalty: 5851.412109
	Iteration 49Q: 3 clusters Score -1.701545e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -17015634.000000 Penalty: 5851.412109
	Iteration 50Q: 3 clusters Score -1.701563e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -17015790.000000 Penalty: 5851.412109
	Iteration 51Q: 3 clusters Score -1.701579e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -17015864.000000 Penalty: 5851.412109
	Iteration 52Q: 3 clusters Score -1.701586e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -17016012.000000 Penalty: 5851.412109
	Iteration 53Q: 3 clusters Score -1.701601e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -17016242.000000 Penalty: 5851.412109
	Iteration 54Q: 3 clusters Score -1.701624e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -17016450.000000 Penalty: 5851.412109
	Iteration 55Q: 3 clusters Score -1.701645e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -17016750.000000 Penalty: 5851.412109
	Iteration 56Q: 3 clusters Score -1.701675e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -17016928.000000 Penalty: 5851.412109
	Iteration 57Q: 3 clusters Score -1.701693e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -17017132.000000 Penalty: 5851.412109
	Iteration 58Q: 3 clusters Score -1.701713e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101624 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -17017404.000000 Penalty: 5851.412109
	Iteration 59Q: 3 clusters Score -1.70174e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -17017566.000000 Penalty: 5851.412109
	Iteration 60F: 3 clusters Score -1.701757e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -17017746.000000 Penalty: 5851.412109
	Iteration 61Q: 3 clusters Score -1.701775e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -17018008.000000 Penalty: 5851.412109
	Iteration 62Q: 3 clusters Score -1.701801e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -17018262.000000 Penalty: 5851.412109
	Iteration 63Q: 3 clusters Score -1.701826e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107242 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -17018468.000000 Penalty: 5851.412109
	Iteration 64Q: 3 clusters Score -1.701847e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -17018612.000000 Penalty: 5851.412109
	Iteration 65Q: 3 clusters Score -1.701861e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -17018830.000000 Penalty: 5851.412109
	Iteration 66Q: 3 clusters Score -1.701883e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -17019048.000000 Penalty: 5851.412109
	Iteration 67Q: 3 clusters Score -1.701905e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -17019178.000000 Penalty: 5851.412109
	Iteration 68Q: 3 clusters Score -1.701918e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -17019470.000000 Penalty: 5851.412109
	Iteration 69Q: 3 clusters Score -1.701947e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113920 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -17019742.000000 Penalty: 5851.412109
	Iteration 70Q: 3 clusters Score -1.701974e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -17020034.000000 Penalty: 5851.412109
	Iteration 71Q: 3 clusters Score -1.702003e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -17020290.000000 Penalty: 5851.412109
	Iteration 72Q: 3 clusters Score -1.702029e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -17020528.000000 Penalty: 5851.412109
	Iteration 73Q: 3 clusters Score -1.702053e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -17020746.000000 Penalty: 5851.412109
	Iteration 74Q: 3 clusters Score -1.702075e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -17021072.000000 Penalty: 5851.412109
	Iteration 75Q: 3 clusters Score -1.702107e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120362 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -17021352.000000 Penalty: 5851.412109
	Iteration 76Q: 3 clusters Score -1.702135e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -17021566.000000 Penalty: 5851.412109
	Iteration 77Q: 3 clusters Score -1.702157e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -17021858.000000 Penalty: 5851.412109
	Iteration 78Q: 3 clusters Score -1.702186e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123020 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -17022054.000000 Penalty: 5851.412109
	Iteration 79Q: 3 clusters Score -1.702205e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -17022234.000000 Penalty: 5851.412109
	Iteration 80F: 3 clusters Score -1.702223e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -17022432.000000 Penalty: 5851.412109
	Iteration 81Q: 3 clusters Score -1.702243e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -17022660.000000 Penalty: 5851.412109
	Iteration 82Q: 3 clusters Score -1.702266e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -17022832.000000 Penalty: 5851.412109
	Iteration 83Q: 3 clusters Score -1.702283e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126505 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -17023032.000000 Penalty: 5851.412109
	Iteration 84Q: 3 clusters Score -1.702303e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -17023240.000000 Penalty: 5851.412109
	Iteration 85Q: 3 clusters Score -1.702324e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -17023340.000000 Penalty: 5851.412109
	Iteration 86Q: 3 clusters Score -1.702334e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127871 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -17023428.000000 Penalty: 5851.412109
	Iteration 87Q: 3 clusters Score -1.702343e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -17023500.000000 Penalty: 5851.412109
	Iteration 88Q: 3 clusters Score -1.70235e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -17023594.000000 Penalty: 5851.412109
	Iteration 89Q: 3 clusters Score -1.702359e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128777 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -17023658.000000 Penalty: 5851.412109
	Iteration 90Q: 3 clusters Score -1.702366e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129012 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -17023778.000000 Penalty: 5851.412109
	Iteration 91Q: 3 clusters Score -1.702378e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -17023824.000000 Penalty: 5851.412109
	Iteration 92Q: 3 clusters Score -1.702382e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -17023876.000000 Penalty: 5851.412109
	Iteration 93Q: 3 clusters Score -1.702388e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129562 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -17023910.000000 Penalty: 5851.412109
	Iteration 94Q: 3 clusters Score -1.702391e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -17023952.000000 Penalty: 5851.412109
	Iteration 95Q: 3 clusters Score -1.702395e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17023990.000000 Penalty: 5851.412109
	Iteration 96Q: 3 clusters Score -1.702399e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129943 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -17024026.000000 Penalty: 5851.412109
	Iteration 97Q: 3 clusters Score -1.702403e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130052 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -17024084.000000 Penalty: 5851.412109
	Iteration 98Q: 3 clusters Score -1.702408e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -17024130.000000 Penalty: 5851.412109
	Iteration 99Q: 3 clusters Score -1.702413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130241 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -17024116.000000 Penalty: 5851.412109
	Iteration 100F: 3 clusters Score -1.702412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -17024120.000000 Penalty: 5851.412109
	Iteration 101Q: 3 clusters Score -1.702412e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130376 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -17024124.000000 Penalty: 5851.412109
	Iteration 102Q: 3 clusters Score -1.702412e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130440 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -17024170.000000 Penalty: 5851.412109
	Iteration 103Q: 3 clusters Score -1.702417e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -17024176.000000 Penalty: 5851.412109
	Iteration 104Q: 3 clusters Score -1.702418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130548 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -17024172.000000 Penalty: 5851.412109
	Iteration 105Q: 3 clusters Score -1.702417e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17024160.000000 Penalty: 5851.412109
	Iteration 106Q: 3 clusters Score -1.702416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130650 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17024168.000000 Penalty: 5851.412109
	Iteration 107Q: 3 clusters Score -1.702417e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130699 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17024198.000000 Penalty: 5851.412109
	Iteration 108Q: 3 clusters Score -1.70242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130739 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17024222.000000 Penalty: 5851.412109
	Iteration 109Q: 3 clusters Score -1.702422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -17024242.000000 Penalty: 5851.412109
	Iteration 110Q: 3 clusters Score -1.702424e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -17024246.000000 Penalty: 5851.412109
	Iteration 111Q: 3 clusters Score -1.702425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -17024280.000000 Penalty: 5851.412109
	Iteration 112Q: 3 clusters Score -1.702428e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17024310.000000 Penalty: 5851.412109
	Iteration 113Q: 3 clusters Score -1.702431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130903 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17024302.000000 Penalty: 5851.412109
	Iteration 114Q: 3 clusters Score -1.70243e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130927 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -17024306.000000 Penalty: 5851.412109
	Iteration 115Q: 3 clusters Score -1.702431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130953 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -17024302.000000 Penalty: 5851.412109
	Iteration 116Q: 3 clusters Score -1.70243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130978 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17024302.000000 Penalty: 5851.412109
	Iteration 117Q: 3 clusters Score -1.70243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131003 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -17024318.000000 Penalty: 5851.412109
	Iteration 118Q: 3 clusters Score -1.702432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17024326.000000 Penalty: 5851.412109
	Iteration 119Q: 3 clusters Score -1.702433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -17024318.000000 Penalty: 5851.412109
	Iteration 120F: 3 clusters Score -1.702432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17024316.000000 Penalty: 5851.412109
	Iteration 121Q: 3 clusters Score -1.702432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17024332.000000 Penalty: 5851.412109
	Iteration 122Q: 3 clusters Score -1.702433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131114 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -17024334.000000 Penalty: 5851.412109
	Iteration 123Q: 3 clusters Score -1.702433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17024340.000000 Penalty: 5851.412109
	Iteration 124Q: 3 clusters Score -1.702434e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131141 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -17024354.000000 Penalty: 5851.412109
	Iteration 125Q: 3 clusters Score -1.702435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131150 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17024360.000000 Penalty: 5851.412109
	Iteration 126Q: 3 clusters Score -1.702436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131164 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17024366.000000 Penalty: 5851.412109
	Iteration 127Q: 3 clusters Score -1.702437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131169 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -17024368.000000 Penalty: 5851.412109
	Iteration 128Q: 3 clusters Score -1.702437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17024370.000000 Penalty: 5851.412109
	Iteration 129Q: 3 clusters Score -1.702437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -17024378.000000 Penalty: 5851.412109
	Iteration 130Q: 3 clusters Score -1.702438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -17024380.000000 Penalty: 5851.412109
	Iteration 131Q: 3 clusters Score -1.702438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131199 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -17024388.000000 Penalty: 5851.412109
	Iteration 132Q: 3 clusters Score -1.702439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17024390.000000 Penalty: 5851.412109
	Iteration 133Q: 3 clusters Score -1.702439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131209 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17024386.000000 Penalty: 5851.412109
	Iteration 134Q: 3 clusters Score -1.702439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -17024386.000000 Penalty: 5851.412109
	Iteration 135Q: 3 clusters Score -1.702439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -17024398.000000 Penalty: 5851.412109
	Iteration 136Q: 3 clusters Score -1.70244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -17024410.000000 Penalty: 5851.412109
	Iteration 137Q: 3 clusters Score -1.702441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17024416.000000 Penalty: 5851.412109
	Iteration 138Q: 3 clusters Score -1.702442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -17024404.000000 Penalty: 5851.412109
	Iteration 139Q: 3 clusters Score -1.70244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131266 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -17024414.000000 Penalty: 5851.412109
	Iteration 140F: 3 clusters Score -1.702441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131274 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17024408.000000 Penalty: 5851.412109
	Iteration 141Q: 3 clusters Score -1.702441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131277 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17024410.000000 Penalty: 5851.412109
	Iteration 142Q: 3 clusters Score -1.702441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131283 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -17024404.000000 Penalty: 5851.412109
	Iteration 143Q: 3 clusters Score -1.70244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131289 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -17024406.000000 Penalty: 5851.412109
	Iteration 144Q: 3 clusters Score -1.702441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17024410.000000 Penalty: 5851.412109
	Iteration 145Q: 3 clusters Score -1.702441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -17024416.000000 Penalty: 5851.412109
	Iteration 146Q: 3 clusters Score -1.702442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131304 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17024422.000000 Penalty: 5851.412109
	Iteration 147Q: 3 clusters Score -1.702442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -17024424.000000 Penalty: 5851.412109
	Iteration 148Q: 3 clusters Score -1.702442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -17024416.000000 Penalty: 5851.412109
	Iteration 149Q: 3 clusters Score -1.702442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17024412.000000 Penalty: 5851.412109
	Iteration 150Q: 3 clusters Score -1.702441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131326 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -17024420.000000 Penalty: 5851.412109
	Iteration 151Q: 3 clusters Score -1.702442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -17024426.000000 Penalty: 5851.412109
	Iteration 152Q: 3 clusters Score -1.702443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -17024430.000000 Penalty: 5851.412109
	Iteration 153Q: 3 clusters Score -1.702443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131333 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -17024432.000000 Penalty: 5851.412109
	Iteration 154Q: 3 clusters Score -1.702443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -17024440.000000 Penalty: 5851.412109
	Iteration 155Q: 3 clusters Score -1.702444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -17024430.000000 Penalty: 5851.412109
	Iteration 156Q: 3 clusters Score -1.702443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131337 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17024434.000000 Penalty: 5851.412109
	Iteration 157Q: 3 clusters Score -1.702443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131337 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17024434.000000 Penalty: 5851.412109
	Iteration 158F: 3 clusters Score -1.702443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Entering Unmasked Estep 
Score: -2079603.500000 Penalty: 2400.709961
	Iteration 0F: 2 clusters Score -2079604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2068065.000000 Penalty: 4801.419922
	Iteration 0F: 3 clusters Score -2068065 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2071670.375000 Penalty: 4801.419922
	Iteration 1F: 3 clusters Score -2071670 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2071969.625000 Penalty: 4801.419922
	Iteration 2F: 3 clusters Score -2071970 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2072222.125000 Penalty: 4801.419922
	Iteration 3Q: 3 clusters Score -2072222 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2072466.750000 Penalty: 4801.419922
	Iteration 4Q: 3 clusters Score -2072467 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2072699.125000 Penalty: 4801.419922
	Iteration 5Q: 3 clusters Score -2072699 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2072957.125000 Penalty: 4801.419922
	Iteration 6Q: 3 clusters Score -2072957 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2073303.375000 Penalty: 4801.419922
	Iteration 7Q: 3 clusters Score -2073303 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2073774.375000 Penalty: 4801.419922
	Iteration 8Q: 3 clusters Score -2073774 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2074367.875000 Penalty: 4801.419922
	Iteration 9F: 3 clusters Score -2074368 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2075103.000000 Penalty: 4801.419922
	Iteration 10F: 3 clusters Score -2075103 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -2075849 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2076490.125000 Penalty: 4801.419922
	Iteration 12Q: 3 clusters Score -2076490 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2076944 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2077207 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2077382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2077485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2077543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2077581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2077620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2077643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2077659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2077674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2077683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2077694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2077702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2077716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2077722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2077731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2077740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2077744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2077746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2077751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2077755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2077756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2077758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2077756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2077760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2077760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2077762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2077762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 155828 members 
Mstep: Class 3 contains 657 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 36610 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 69955 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45472 members 
Mstep: Class 13 contains 173361 members 
Mstep: Class 18 contains 61820 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 22 contains 132880 members 
Mstep: Class 23 contains 15999 members 
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Iteration 79Q: 19 clusters Score -9.828026e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 155583 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 36676 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 69998 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 417 members 
Mstep: Class 11 contains 45362 members 
Mstep: Class 12 contains 630 members 
Mstep: Class 13 contains 172929 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 18 contains 61597 members 
Mstep: Class 20 contains 12433 members 
Mstep: Class 22 contains 134136 members 
Mstep: Class 23 contains 16015 members 
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Iteration 80F: 19 clusters Score -9.828028e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 155288 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 458 members 
Mstep: Class 5 contains 36752 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 70100 members 
Mstep: Class 8 contains 3340 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 416 members 
Mstep: Class 11 contains 45264 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 172519 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 20 contains 12414 members 
Mstep: Class 22 contains 135321 members 
Mstep: Class 23 contains 16018 members 
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Iteration 81Q: 19 clusters Score -9.82809e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 155011 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 36787 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 70227 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 45190 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 172192 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 18 contains 61204 members 
Mstep: Class 20 contains 12399 members 
Mstep: Class 22 contains 136411 members 
Mstep: Class 23 contains 16013 members 
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Iteration 82Q: 19 clusters Score -9.828115e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 154710 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 467 members 
Mstep: Class 5 contains 36814 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 7 contains 70367 members 
Mstep: Class 8 contains 3342 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 45123 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 171932 members 
Mstep: Class 14 contains 704 members 
Mstep: Class 18 contains 61032 members 
Mstep: Class 20 contains 12374 members 
Mstep: Class 22 contains 137478 members 
Mstep: Class 23 contains 16007 members 
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Iteration 83Q: 19 clusters Score -9.828178e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 154420 members 
Mstep: Class 3 contains 653 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 36846 members 
Mstep: Class 6 contains 959 members 
Mstep: Class 7 contains 70547 members 
Mstep: Class 8 contains 3343 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 412 members 
Mstep: Class 11 contains 45041 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 171696 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 60852 members 
Mstep: Class 20 contains 12347 members 
Mstep: Class 22 contains 138482 members 
Mstep: Class 23 contains 15990 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -9.828238e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 154071 members 
Mstep: Class 3 contains 651 members 
Mstep: Class 4 contains 466 members 
Mstep: Class 5 contains 36882 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 70722 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 44945 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 171553 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 60616 members 
Mstep: Class 20 contains 12327 members 
Mstep: Class 22 contains 139448 members 
Mstep: Class 23 contains 15989 members 
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Iteration 85Q: 19 clusters Score -9.828317e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 153662 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 36924 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 70917 members 
Mstep: Class 8 contains 3348 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44860 members 
Mstep: Class 12 contains 626 members 
Mstep: Class 13 contains 171489 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 60368 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 22 contains 140382 members 
Mstep: Class 23 contains 15992 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -9.828349e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 153313 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36952 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 71098 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 6003 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44798 members 
Mstep: Class 12 contains 624 members 
Mstep: Class 13 contains 171382 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 60176 members 
Mstep: Class 20 contains 12265 members 
Mstep: Class 22 contains 141258 members 
Mstep: Class 23 contains 15995 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -9.828444e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 152957 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36964 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 71324 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44743 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171365 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 59957 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 22 contains 142009 members 
Mstep: Class 23 contains 16011 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -9.828514e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 152596 members 
Mstep: Class 3 contains 647 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36996 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 71564 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44693 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171330 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 59747 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 22 contains 142745 members 
Mstep: Class 23 contains 16006 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -9.828521e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 152271 members 
Mstep: Class 3 contains 645 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36995 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 71804 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 6078 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44640 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171298 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 59547 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 22 contains 143451 members 
Mstep: Class 23 contains 16021 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -9.828562e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 151976 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36979 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 72083 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 6106 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44582 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171234 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 59322 members 
Mstep: Class 20 contains 12211 members 
Mstep: Class 22 contains 144146 members 
Mstep: Class 23 contains 16037 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -9.828597e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 151662 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36964 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 72357 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 6142 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 44512 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171144 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 59115 members 
Mstep: Class 20 contains 12190 members 
Mstep: Class 22 contains 144840 members 
Mstep: Class 23 contains 16053 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -9.828636e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 151358 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36924 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 72612 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 44443 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171056 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58960 members 
Mstep: Class 20 contains 12179 members 
Mstep: Class 22 contains 145532 members 
Mstep: Class 23 contains 16052 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -9.828671e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 151010 members 
Mstep: Class 3 contains 636 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36937 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 72887 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 6253 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 44402 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170901 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58793 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 22 contains 146210 members 
Mstep: Class 23 contains 16054 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -9.828683e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 150697 members 
Mstep: Class 3 contains 635 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36926 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 73146 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 44368 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170779 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58655 members 
Mstep: Class 20 contains 12161 members 
Mstep: Class 22 contains 146834 members 
Mstep: Class 23 contains 16052 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -9.82873e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 150337 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36964 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 73357 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 44317 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170705 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58489 members 
Mstep: Class 20 contains 12160 members 
Mstep: Class 22 contains 147474 members 
Mstep: Class 23 contains 16076 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -9.82873e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 149963 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 36992 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 73576 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 44290 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170725 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58343 members 
Mstep: Class 20 contains 12155 members 
Mstep: Class 22 contains 148009 members 
Mstep: Class 23 contains 16100 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -9.828735e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 149591 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 37017 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 73800 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 44240 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170719 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58187 members 
Mstep: Class 20 contains 12154 members 
Mstep: Class 22 contains 148596 members 
Mstep: Class 23 contains 16106 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -9.82878e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 149269 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 37016 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 74022 members 
Mstep: Class 8 contains 3364 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44193 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170757 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 58044 members 
Mstep: Class 20 contains 12152 members 
Mstep: Class 22 contains 149123 members 
Mstep: Class 23 contains 16100 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -9.828811e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 148967 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 37030 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 74252 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 6497 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44144 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 170867 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 57877 members 
Mstep: Class 20 contains 12142 members 
Mstep: Class 22 contains 149595 members 
Mstep: Class 23 contains 16061 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -9.82885e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 148751 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 37053 members 
Mstep: Class 6 contains 959 members 
Mstep: Class 7 contains 74453 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44106 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171009 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 57712 members 
Mstep: Class 20 contains 12135 members 
Mstep: Class 22 contains 149957 members 
Mstep: Class 23 contains 16013 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -9.82888e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 148550 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37075 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 74642 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44076 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171131 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 57547 members 
Mstep: Class 20 contains 12134 members 
Mstep: Class 22 contains 150265 members 
Mstep: Class 23 contains 15992 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -9.828899e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 148387 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37071 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 74862 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44047 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171232 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 57373 members 
Mstep: Class 20 contains 12132 members 
Mstep: Class 22 contains 150556 members 
Mstep: Class 23 contains 15981 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -9.828938e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 148231 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37029 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 75061 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44039 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171396 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 57202 members 
Mstep: Class 20 contains 12129 members 
Mstep: Class 22 contains 150870 members 
Mstep: Class 23 contains 15948 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -9.828922e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 148090 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37001 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 75239 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 6629 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44029 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171527 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 57027 members 
Mstep: Class 20 contains 12128 members 
Mstep: Class 22 contains 151196 members 
Mstep: Class 23 contains 15924 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -9.82892e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 147950 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36959 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 75422 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 44006 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171648 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56884 members 
Mstep: Class 20 contains 12123 members 
Mstep: Class 22 contains 151538 members 
Mstep: Class 23 contains 15897 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -9.828918e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 147820 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36887 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 75579 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43983 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171789 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56772 members 
Mstep: Class 20 contains 12124 members 
Mstep: Class 22 contains 151873 members 
Mstep: Class 23 contains 15870 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -9.828894e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 147677 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36820 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 75730 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43956 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 171989 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56645 members 
Mstep: Class 20 contains 12123 members 
Mstep: Class 22 contains 152114 members 
Mstep: Class 23 contains 15828 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -9.828936e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 147535 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36754 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 75893 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43942 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 172216 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56493 members 
Mstep: Class 20 contains 12127 members 
Mstep: Class 22 contains 152324 members 
Mstep: Class 23 contains 15794 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -9.82895e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 147414 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36696 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76054 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43926 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 172449 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56364 members 
Mstep: Class 20 contains 12125 members 
Mstep: Class 22 contains 152487 members 
Mstep: Class 23 contains 15780 members 
Entering Unmasked Estep 
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Iteration 110Q: 19 clusters Score -9.828982e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 147328 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36618 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76183 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6758 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43905 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 172697 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56249 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 22 contains 152595 members 
Mstep: Class 23 contains 15756 members 
Entering Unmasked Estep 
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Iteration 111Q: 19 clusters Score -9.829e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 147247 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36564 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76304 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43870 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 172926 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56131 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 22 contains 152692 members 
Mstep: Class 23 contains 15736 members 
Entering Unmasked Estep 
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Iteration 112Q: 19 clusters Score -9.829028e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 147193 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76412 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43847 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 173139 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 56003 members 
Mstep: Class 20 contains 12103 members 
Mstep: Class 22 contains 152770 members 
Mstep: Class 23 contains 15717 members 
Entering Unmasked Estep 
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Iteration 113Q: 19 clusters Score -9.82903e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 147092 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76517 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 10 contains 408 members 
Mstep: Class 11 contains 43829 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 173384 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 18 contains 55865 members 
Mstep: Class 20 contains 12102 members 
Mstep: Class 22 contains 152853 members 
Mstep: Class 23 contains 15706 members 
Entering Unmasked Estep 
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Iteration 114Q: 19 clusters Score -9.829061e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 147005 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76578 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43796 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 173634 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55717 members 
Mstep: Class 20 contains 12104 members 
Mstep: Class 22 contains 152975 members 
Mstep: Class 23 contains 15697 members 
Entering Unmasked Estep 
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Iteration 115Q: 19 clusters Score -9.829078e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 146931 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36477 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76682 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43776 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 173853 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55589 members 
Mstep: Class 20 contains 12104 members 
Mstep: Class 22 contains 153068 members 
Mstep: Class 23 contains 15685 members 
Entering Unmasked Estep 
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Iteration 116Q: 19 clusters Score -9.829068e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 146838 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36442 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76762 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43757 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174070 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55496 members 
Mstep: Class 20 contains 12099 members 
Mstep: Class 22 contains 153151 members 
Mstep: Class 23 contains 15662 members 
Entering Unmasked Estep 
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Iteration 117Q: 19 clusters Score -9.829073e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 146783 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36390 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76824 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6963 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43723 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174309 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55372 members 
Mstep: Class 20 contains 12102 members 
Mstep: Class 22 contains 153242 members 
Mstep: Class 23 contains 15651 members 
Entering Unmasked Estep 
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Iteration 118Q: 19 clusters Score -9.829051e+07 nChanged 1746
Entering ConstructFrom: 
Score: -98290512.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (53240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Entering Unmasked Estep 
Score: -6876192.000000 Penalty: 2698.876221
	Iteration 0F: 2 clusters Score -6876192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6840257.500000 Penalty: 5397.752441
	Iteration 0F: 3 clusters Score -6840258 nChanged 24607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6854104 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -6854584.500000 Penalty: 5397.752441
	Iteration 2Q: 3 clusters Score -6854584 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -6854994.000000 Penalty: 5397.752441
	Iteration 3Q: 3 clusters Score -6854994 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -6855416.500000 Penalty: 5397.752441
	Iteration 4Q: 3 clusters Score -6855416 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -6855864.500000 Penalty: 5397.752441
	Iteration 5Q: 3 clusters Score -6855864 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -6856465.000000 Penalty: 5397.752441
	Iteration 6Q: 3 clusters Score -6856465 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6857331.000000 Penalty: 5397.752441
	Iteration 7Q: 3 clusters Score -6857331 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -6858678.500000 Penalty: 5397.752441
	Iteration 8Q: 3 clusters Score -6858678 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -6860822.000000 Penalty: 5397.752441
	Iteration 9F: 3 clusters Score -6860822 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -6863973.000000 Penalty: 5397.752441
	Iteration 10F: 3 clusters Score -6863973 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -6867212.500000 Penalty: 5397.752441
	Iteration 11F: 3 clusters Score -6867212 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -6869790.000000 Penalty: 5397.752441
	Iteration 12F: 3 clusters Score -6869790 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -6871353.000000 Penalty: 5397.752441
	Iteration 13Q: 3 clusters Score -6871353 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6872169.000000 Penalty: 5397.752441
	Iteration 14Q: 3 clusters Score -6872169 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -6872613.000000 Penalty: 5397.752441
	Iteration 15Q: 3 clusters Score -6872613 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -6872875.500000 Penalty: 5397.752441
	Iteration 16Q: 3 clusters Score -6872876 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6873042.500000 Penalty: 5397.752441
	Iteration 17Q: 3 clusters Score -6873042 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -6873154.500000 Penalty: 5397.752441
	Iteration 18Q: 3 clusters Score -6873154 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -6873238.500000 Penalty: 5397.752441
	Iteration 19Q: 3 clusters Score -6873238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6873312.500000 Penalty: 5397.752441
	Iteration 20F: 3 clusters Score -6873312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -6873410.000000 Penalty: 5397.752441
	Iteration 21Q: 3 clusters Score -6873410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -6873452.500000 Penalty: 5397.752441
	Iteration 22Q: 3 clusters Score -6873452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -6873520.500000 Penalty: 5397.752441
	Iteration 23Q: 3 clusters Score -6873520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -6873578.000000 Penalty: 5397.752441
	Iteration 24Q: 3 clusters Score -6873578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -6873616.500000 Penalty: 5397.752441
	Iteration 25Q: 3 clusters Score -6873616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -6873659.000000 Penalty: 5397.752441
	Iteration 26Q: 3 clusters Score -6873659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -6873681.500000 Penalty: 5397.752441
	Iteration 27Q: 3 clusters Score -6873682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -6873715.000000 Penalty: 5397.752441
	Iteration 28Q: 3 clusters Score -6873715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -6873729.500000 Penalty: 5397.752441
	Iteration 29Q: 3 clusters Score -6873730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -6873727.000000 Penalty: 5397.752441
	Iteration 30Q: 3 clusters Score -6873727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -6873760.500000 Penalty: 5397.752441
	Iteration 31Q: 3 clusters Score -6873760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -6873771.000000 Penalty: 5397.752441
	Iteration 32Q: 3 clusters Score -6873771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -6873783.500000 Penalty: 5397.752441
	Iteration 33Q: 3 clusters Score -6873784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -6873791.000000 Penalty: 5397.752441
	Iteration 34Q: 3 clusters Score -6873791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -6873796.500000 Penalty: 5397.752441
	Iteration 35Q: 3 clusters Score -6873796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -6873815.500000 Penalty: 5397.752441
	Iteration 36Q: 3 clusters Score -6873816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -6873810.500000 Penalty: 5397.752441
	Iteration 37Q: 3 clusters Score -6873810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6873814.500000 Penalty: 5397.752441
	Iteration 38Q: 3 clusters Score -6873814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6873822.500000 Penalty: 5397.752441
	Iteration 39Q: 3 clusters Score -6873822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6873825.500000 Penalty: 5397.752441
	Iteration 40F: 3 clusters Score -6873826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6873833.500000 Penalty: 5397.752441
	Iteration 41Q: 3 clusters Score -6873834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -6873850.000000 Penalty: 5397.752441
	Iteration 42Q: 3 clusters Score -6873850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6873845.000000 Penalty: 5397.752441
	Iteration 43Q: 3 clusters Score -6873845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -6873847.500000 Penalty: 5397.752441
	Iteration 44Q: 3 clusters Score -6873848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -6873848.000000 Penalty: 5397.752441
	Iteration 45Q: 3 clusters Score -6873848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -6873848.000000 Penalty: 5397.752441
	Iteration 46F: 3 clusters Score -6873848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (146704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Entering Unmasked Estep 
Score: -18820686.000000 Penalty: 2950.250732
	Iteration 0F: 2 clusters Score -1.882069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -18722514.000000 Penalty: 5900.501465
	Iteration 0F: 3 clusters Score -1.872251e+07 nChanged 70053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -18763102.000000 Penalty: 5900.501465
	Iteration 1F: 3 clusters Score -1.87631e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -18764204.000000 Penalty: 5900.501465
	Iteration 2Q: 3 clusters Score -1.87642e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -18765806.000000 Penalty: 5900.501465
	Iteration 3Q: 3 clusters Score -1.876581e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -18768410.000000 Penalty: 5900.501465
	Iteration 4Q: 3 clusters Score -1.876841e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -18772606.000000 Penalty: 5900.501465
	Iteration 5F: 3 clusters Score -1.877261e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -18779582.000000 Penalty: 5900.501465
	Iteration 6F: 3 clusters Score -1.877958e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -18789720.000000 Penalty: 5900.501465
	Iteration 7F: 3 clusters Score -1.878972e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -18800622.000000 Penalty: 5900.501465
	Iteration 8F: 3 clusters Score -1.880062e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 136037 members 
Entering Unmasked Estep 
Score: -18809354.000000 Penalty: 5900.501465
	Iteration 9F: 3 clusters Score -1.880935e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 141179 members 
Entering Unmasked Estep 
Score: -18814056.000000 Penalty: 5900.501465
	Iteration 10Q: 3 clusters Score -1.881406e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 143618 members 
Entering Unmasked Estep 
Score: -18816180.000000 Penalty: 5900.501465
	Iteration 11Q: 3 clusters Score -1.881618e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 144722 members 
Entering Unmasked Estep 
Score: -18817098.000000 Penalty: 5900.501465
	Iteration 12Q: 3 clusters Score -1.88171e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 145234 members 
Entering Unmasked Estep 
Score: -18817508.000000 Penalty: 5900.501465
	Iteration 13Q: 3 clusters Score -1.881751e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -18817722.000000 Penalty: 5900.501465
	Iteration 14Q: 3 clusters Score -1.881772e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -18817860.000000 Penalty: 5900.501465
	Iteration 15Q: 3 clusters Score -1.881786e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -18817956.000000 Penalty: 5900.501465
	Iteration 16Q: 3 clusters Score -1.881796e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 145817 members 
Entering Unmasked Estep 
Score: -18818048.000000 Penalty: 5900.501465
	Iteration 17Q: 3 clusters Score -1.881805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -18818076.000000 Penalty: 5900.501465
	Iteration 18Q: 3 clusters Score -1.881808e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -18818106.000000 Penalty: 5900.501465
	Iteration 19Q: 3 clusters Score -1.881811e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -18818160.000000 Penalty: 5900.501465
	Iteration 20F: 3 clusters Score -1.881816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 145944 members 
Entering Unmasked Estep 
Score: -18818178.000000 Penalty: 5900.501465
	Iteration 21Q: 3 clusters Score -1.881818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -18818198.000000 Penalty: 5900.501465
	Iteration 22Q: 3 clusters Score -1.88182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 145964 members 
Entering Unmasked Estep 
Score: -18818198.000000 Penalty: 5900.501465
	Iteration 23Q: 3 clusters Score -1.88182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 145976 members 
Entering Unmasked Estep 
Score: -18818224.000000 Penalty: 5900.501465
	Iteration 24Q: 3 clusters Score -1.881822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 145985 members 
Entering Unmasked Estep 
Score: -18818214.000000 Penalty: 5900.501465
	Iteration 25Q: 3 clusters Score -1.881821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -18818212.000000 Penalty: 5900.501465
	Iteration 26Q: 3 clusters Score -1.881821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -18818220.000000 Penalty: 5900.501465
	Iteration 27Q: 3 clusters Score -1.881822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 146018 members 
Entering Unmasked Estep 
Score: -18818244.000000 Penalty: 5900.501465
	Iteration 28Q: 3 clusters Score -1.881824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -18818238.000000 Penalty: 5900.501465
	Iteration 29Q: 3 clusters Score -1.881824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -18818250.000000 Penalty: 5900.501465
	Iteration 30Q: 3 clusters Score -1.881825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -18818256.000000 Penalty: 5900.501465
	Iteration 31Q: 3 clusters Score -1.881826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -18818272.000000 Penalty: 5900.501465
	Iteration 32Q: 3 clusters Score -1.881827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -18818276.000000 Penalty: 5900.501465
	Iteration 33Q: 3 clusters Score -1.881828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 146039 members 
Entering Unmasked Estep 
Score: -18818290.000000 Penalty: 5900.501465
	Iteration 34Q: 3 clusters Score -1.881829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 146044 members 
Entering Unmasked Estep 
Score: -18818278.000000 Penalty: 5900.501465
	Iteration 35Q: 3 clusters Score -1.881828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -18818294.000000 Penalty: 5900.501465
	Iteration 36Q: 3 clusters Score -1.881829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -18818300.000000 Penalty: 5900.501465
	Iteration 37Q: 3 clusters Score -1.88183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 146048 members 
Entering Unmasked Estep 
Score: -18818302.000000 Penalty: 5900.501465
	Iteration 38Q: 3 clusters Score -1.88183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -18818310.000000 Penalty: 5900.501465
	Iteration 39Q: 3 clusters Score -1.881831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -18818308.000000 Penalty: 5900.501465
	Iteration 40F: 3 clusters Score -1.881831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -18818316.000000 Penalty: 5900.501465
	Iteration 41Q: 3 clusters Score -1.881832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 146050 members 
Entering Unmasked Estep 
Score: -18818308.000000 Penalty: 5900.501465
	Iteration 42Q: 3 clusters Score -1.881831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -18818304.000000 Penalty: 5900.501465
	Iteration 43Q: 3 clusters Score -1.88183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -18818304.000000 Penalty: 5900.501465
	Iteration 44F: 3 clusters Score -1.88183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Entering Unmasked Estep 
Score: -73755.265625 Penalty: 1595.369141
	Iteration 0F: 2 clusters Score -73755.27 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 313 members 
Entering Unmasked Estep 
Score: -72101.539062 Penalty: 3190.738281
	Iteration 0F: 3 clusters Score -72101.54 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72300.000000 Penalty: 3190.738281
	Iteration 1F: 3 clusters Score -72300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72381.265625 Penalty: 3190.738281
	Iteration 2F: 3 clusters Score -72381.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72413.523438 Penalty: 3190.738281
	Iteration 3Q: 3 clusters Score -72413.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72431.984375 Penalty: 3190.738281
	Iteration 4Q: 3 clusters Score -72431.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72439.632812 Penalty: 3190.738281
	Iteration 5Q: 3 clusters Score -72439.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72442.140625 Penalty: 3190.738281
	Iteration 6Q: 3 clusters Score -72442.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72447.945312 Penalty: 3190.738281
	Iteration 7Q: 3 clusters Score -72447.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72449.421875 Penalty: 3190.738281
	Iteration 8Q: 3 clusters Score -72449.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72452.445312 Penalty: 3190.738281
	Iteration 9Q: 3 clusters Score -72452.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72454.718750 Penalty: 3190.738281
	Iteration 10Q: 3 clusters Score -72454.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72454.718750 Penalty: 3190.738281
	Iteration 11F: 3 clusters Score -72454.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45868.171875 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45868.17 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46284.777344 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46284.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46509.714844 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46509.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46660.699219 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46660.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46765.558594 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46765.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46879.437500 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46879.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46933.460938 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46933.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46990.210938 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46990.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47055.500000 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47095.984375 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47095.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47126.554688 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47126.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47158.492188 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -47158.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47173.937500 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -47173.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47213.226562 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -47213.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47237.554688 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -47237.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47247.023438 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -47247.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47299.183594 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -47299.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47324.945312 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -47324.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47373.460938 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -47373.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47432.417969 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -47432.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47482.183594 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -47482.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47516.316406 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -47516.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47516.316406 Penalty: 3058.047119
	Iteration 22F: 3 clusters Score -47516.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 146704 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 148 members 
Mstep: Class 5 contains 36347 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76894 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43690 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174553 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 18 contains 55258 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 22 contains 153330 members 
Mstep: Class 23 contains 15642 members 
Entering Unmasked Estep 
Score: -98288888.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98290512.000000 to -98288888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (36347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Entering Unmasked Estep 
Score: -4706683.000000 Penalty: 2604.215088
	Iteration 0F: 2 clusters Score -4706683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4681995.000000 Penalty: 5208.430176
	Iteration 0F: 3 clusters Score -4681995 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4690912.000000 Penalty: 5208.430176
	Iteration 1F: 3 clusters Score -4690912 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4691354.000000 Penalty: 5208.430176
	Iteration 2Q: 3 clusters Score -4691354 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4691748.500000 Penalty: 5208.430176
	Iteration 3Q: 3 clusters Score -4691748 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4692041.500000 Penalty: 5208.430176
	Iteration 4Q: 3 clusters Score -4692042 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4692362.000000 Penalty: 5208.430176
	Iteration 5Q: 3 clusters Score -4692362 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4692749.500000 Penalty: 5208.430176
	Iteration 6Q: 3 clusters Score -4692750 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4693286.500000 Penalty: 5208.430176
	Iteration 7Q: 3 clusters Score -4693286 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4694070.000000 Penalty: 5208.430176
	Iteration 8Q: 3 clusters Score -4694070 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4695280.500000 Penalty: 5208.430176
	Iteration 9F: 3 clusters Score -4695280 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4697009.000000 Penalty: 5208.430176
	Iteration 10F: 3 clusters Score -4697009 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4699049.500000 Penalty: 5208.430176
	Iteration 11F: 3 clusters Score -4699050 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4701085.000000 Penalty: 5208.430176
	Iteration 12F: 3 clusters Score -4701085 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4702554.500000 Penalty: 5208.430176
	Iteration 13Q: 3 clusters Score -4702554 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4703434.500000 Penalty: 5208.430176
	Iteration 14Q: 3 clusters Score -4703434 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4703888.500000 Penalty: 5208.430176
	Iteration 15Q: 3 clusters Score -4703888 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4704117.000000 Penalty: 5208.430176
	Iteration 16Q: 3 clusters Score -4704117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4704251.500000 Penalty: 5208.430176
	Iteration 17Q: 3 clusters Score -4704252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4704341.500000 Penalty: 5208.430176
	Iteration 18Q: 3 clusters Score -4704342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4704399.500000 Penalty: 5208.430176
	Iteration 19Q: 3 clusters Score -4704400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4704420.500000 Penalty: 5208.430176
	Iteration 20F: 3 clusters Score -4704420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4704454.000000 Penalty: 5208.430176
	Iteration 21Q: 3 clusters Score -4704454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4704468.500000 Penalty: 5208.430176
	Iteration 22Q: 3 clusters Score -4704468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4704491.500000 Penalty: 5208.430176
	Iteration 23Q: 3 clusters Score -4704492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4704510.500000 Penalty: 5208.430176
	Iteration 24Q: 3 clusters Score -4704510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4704523.500000 Penalty: 5208.430176
	Iteration 25Q: 3 clusters Score -4704524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4704525.000000 Penalty: 5208.430176
	Iteration 26Q: 3 clusters Score -4704525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4704532.500000 Penalty: 5208.430176
	Iteration 27Q: 3 clusters Score -4704532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4704537.500000 Penalty: 5208.430176
	Iteration 28Q: 3 clusters Score -4704538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4704553.500000 Penalty: 5208.430176
	Iteration 29Q: 3 clusters Score -4704554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4704564.000000 Penalty: 5208.430176
	Iteration 30Q: 3 clusters Score -4704564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4704579.000000 Penalty: 5208.430176
	Iteration 31Q: 3 clusters Score -4704579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4704586.000000 Penalty: 5208.430176
	Iteration 32Q: 3 clusters Score -4704586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4704589.500000 Penalty: 5208.430176
	Iteration 33Q: 3 clusters Score -4704590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4704597.000000 Penalty: 5208.430176
	Iteration 34Q: 3 clusters Score -4704597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4704599.000000 Penalty: 5208.430176
	Iteration 35Q: 3 clusters Score -4704599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4704603.500000 Penalty: 5208.430176
	Iteration 36Q: 3 clusters Score -4704604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4704598.500000 Penalty: 5208.430176
	Iteration 37Q: 3 clusters Score -4704598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4704601.000000 Penalty: 5208.430176
	Iteration 38Q: 3 clusters Score -4704601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4704595.500000 Penalty: 5208.430176
	Iteration 39Q: 3 clusters Score -4704596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4704595.500000 Penalty: 5208.430176
	Iteration 40F: 3 clusters Score -4704596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 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 441 members 
Entering Unmasked Estep 
Score: -102586.328125 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102586.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103167.500000 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103167.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103478.234375 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103478.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103628.445312 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103628.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103741.023438 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -103741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103794.046875 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103818.429688 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -103818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103836.296875 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -103836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103849.171875 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -103849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103863.671875 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -103863.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103886.890625 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -103886.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -103904.195312 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -103904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103915.273438 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -103915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103920.382812 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -103920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103923.726562 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -103923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -103923.726562 Penalty: 3404.964355
	Iteration 15F: 3 clusters Score -103923.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Entering Unmasked Estep 
Score: -9620446.000000 Penalty: 2790.045410
	Iteration 0F: 2 clusters Score -9620446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -9568898.000000 Penalty: 5580.090820
	Iteration 0F: 3 clusters Score -9568898 nChanged 35982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -9588879.000000 Penalty: 5580.090820
	Iteration 1F: 3 clusters Score -9588879 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -9589412.000000 Penalty: 5580.090820
	Iteration 2Q: 3 clusters Score -9589412 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -9589881.000000 Penalty: 5580.090820
	Iteration 3Q: 3 clusters Score -9589881 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -9590424.000000 Penalty: 5580.090820
	Iteration 4Q: 3 clusters Score -9590424 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -9591278.000000 Penalty: 5580.090820
	Iteration 5Q: 3 clusters Score -9591278 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9592472.000000 Penalty: 5580.090820
	Iteration 6Q: 3 clusters Score -9592472 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -9594235.000000 Penalty: 5580.090820
	Iteration 7F: 3 clusters Score -9594235 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -9597273.000000 Penalty: 5580.090820
	Iteration 8F: 3 clusters Score -9597273 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -9601688.000000 Penalty: 5580.090820
	Iteration 9F: 3 clusters Score -9601688 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -9606607.000000 Penalty: 5580.090820
	Iteration 10F: 3 clusters Score -9606607 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -9611173.000000 Penalty: 5580.090820
	Iteration 11F: 3 clusters Score -9611173 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9614296.000000 Penalty: 5580.090820
	Iteration 12Q: 3 clusters Score -9614296 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -9616230.000000 Penalty: 5580.090820
	Iteration 13Q: 3 clusters Score -9616230 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -9617053.000000 Penalty: 5580.090820
	Iteration 14Q: 3 clusters Score -9617053 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -9617457.000000 Penalty: 5580.090820
	Iteration 15Q: 3 clusters Score -9617457 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -9617699.000000 Penalty: 5580.090820
	Iteration 16Q: 3 clusters Score -9617699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -9617794.000000 Penalty: 5580.090820
	Iteration 17Q: 3 clusters Score -9617794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -9617862.000000 Penalty: 5580.090820
	Iteration 18Q: 3 clusters Score -9617862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -9617898.000000 Penalty: 5580.090820
	Iteration 19Q: 3 clusters Score -9617898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -9617920.000000 Penalty: 5580.090820
	Iteration 20F: 3 clusters Score -9617920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -9617937.000000 Penalty: 5580.090820
	Iteration 21Q: 3 clusters Score -9617937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -9617959.000000 Penalty: 5580.090820
	Iteration 22Q: 3 clusters Score -9617959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -9617970.000000 Penalty: 5580.090820
	Iteration 23Q: 3 clusters Score -9617970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -9617976.000000 Penalty: 5580.090820
	Iteration 24Q: 3 clusters Score -9617976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9617980.000000 Penalty: 5580.090820
	Iteration 25Q: 3 clusters Score -9617980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -9617990.000000 Penalty: 5580.090820
	Iteration 26Q: 3 clusters Score -9617990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -9618002.000000 Penalty: 5580.090820
	Iteration 27Q: 3 clusters Score -9618002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -9618004.000000 Penalty: 5580.090820
	Iteration 28Q: 3 clusters Score -9618004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -9618013.000000 Penalty: 5580.090820
	Iteration 29Q: 3 clusters Score -9618013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -9618024.000000 Penalty: 5580.090820
	Iteration 30Q: 3 clusters Score -9618024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -9618037.000000 Penalty: 5580.090820
	Iteration 31Q: 3 clusters Score -9618037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -9618041.000000 Penalty: 5580.090820
	Iteration 32Q: 3 clusters Score -9618041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -9618043.000000 Penalty: 5580.090820
	Iteration 33Q: 3 clusters Score -9618043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -9618057.000000 Penalty: 5580.090820
	Iteration 34Q: 3 clusters Score -9618057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -9618052.000000 Penalty: 5580.090820
	Iteration 35Q: 3 clusters Score -9618052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -9618051.000000 Penalty: 5580.090820
	Iteration 36Q: 3 clusters Score -9618051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -9618051.000000 Penalty: 5580.090820
	Iteration 37F: 3 clusters Score -9618051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -422025.562500 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -422025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -418529.031250 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -418529 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -419225.000000 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -419225 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419365.750000 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -419365.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -419453.437500 Penalty: 4029.872803
	Iteration 3Q: 3 clusters Score -419453.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -419508.968750 Penalty: 4029.872803
	Iteration 4Q: 3 clusters Score -419509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -419550.437500 Penalty: 4029.872803
	Iteration 5Q: 3 clusters Score -419550.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -419585.687500 Penalty: 4029.872803
	Iteration 6Q: 3 clusters Score -419585.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -419617.906250 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -419617.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -419648.062500 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -419648.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -419679.875000 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -419679.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -419709.312500 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -419709.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -419731.937500 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -419731.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -419753.250000 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -419753.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -419769.593750 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -419769.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -419784.156250 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -419784.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -419806.406250 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -419806.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -419825.750000 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -419825.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -419840.875000 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -419840.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -419855.781250 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -419855.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -419873.375000 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -419873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -419884.343750 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -419884.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -419895.000000 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -419895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -419906.343750 Penalty: 4029.872803
	Iteration 22Q: 3 clusters Score -419906.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -419917.000000 Penalty: 4029.872803
	Iteration 23Q: 3 clusters Score -419917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -419927.031250 Penalty: 4029.872803
	Iteration 24Q: 3 clusters Score -419927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -419940.968750 Penalty: 4029.872803
	Iteration 25Q: 3 clusters Score -419941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -419954.125000 Penalty: 4029.872803
	Iteration 26Q: 3 clusters Score -419954.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -419971.531250 Penalty: 4029.872803
	Iteration 27Q: 3 clusters Score -419971.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -419983.625000 Penalty: 4029.872803
	Iteration 28Q: 3 clusters Score -419983.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -419993.593750 Penalty: 4029.872803
	Iteration 29Q: 3 clusters Score -419993.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -420001.656250 Penalty: 4029.872803
	Iteration 30Q: 3 clusters Score -420001.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -420007.593750 Penalty: 4029.872803
	Iteration 31Q: 3 clusters Score -420007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -420013.500000 Penalty: 4029.872803
	Iteration 32Q: 3 clusters Score -420013.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -420020.937500 Penalty: 4029.872803
	Iteration 33Q: 3 clusters Score -420020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -420026.343750 Penalty: 4029.872803
	Iteration 34Q: 3 clusters Score -420026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -420031.031250 Penalty: 4029.872803
	Iteration 35Q: 3 clusters Score -420031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420036.593750 Penalty: 4029.872803
	Iteration 36Q: 3 clusters Score -420036.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -420042.156250 Penalty: 4029.872803
	Iteration 37Q: 3 clusters Score -420042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -420042.875000 Penalty: 4029.872803
	Iteration 38Q: 3 clusters Score -420042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -420047.343750 Penalty: 4029.872803
	Iteration 39Q: 3 clusters Score -420047.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -420051.906250 Penalty: 4029.872803
	Iteration 40F: 3 clusters Score -420051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -420056.062500 Penalty: 4029.872803
	Iteration 41Q: 3 clusters Score -420056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -420057.500000 Penalty: 4029.872803
	Iteration 42Q: 3 clusters Score -420057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -420059.656250 Penalty: 4029.872803
	Iteration 43Q: 3 clusters Score -420059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -420060.968750 Penalty: 4029.872803
	Iteration 44Q: 3 clusters Score -420061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -420063.687500 Penalty: 4029.872803
	Iteration 45Q: 3 clusters Score -420063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -420066.375000 Penalty: 4029.872803
	Iteration 46Q: 3 clusters Score -420066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -420069.281250 Penalty: 4029.872803
	Iteration 47Q: 3 clusters Score -420069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -420071.593750 Penalty: 4029.872803
	Iteration 48Q: 3 clusters Score -420071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -420073.218750 Penalty: 4029.872803
	Iteration 49Q: 3 clusters Score -420073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -420075.375000 Penalty: 4029.872803
	Iteration 50Q: 3 clusters Score -420075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -420076.718750 Penalty: 4029.872803
	Iteration 51Q: 3 clusters Score -420076.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -420077.125000 Penalty: 4029.872803
	Iteration 52Q: 3 clusters Score -420077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -420077.687500 Penalty: 4029.872803
	Iteration 53Q: 3 clusters Score -420077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -420078.281250 Penalty: 4029.872803
	Iteration 54Q: 3 clusters Score -420078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -420079.750000 Penalty: 4029.872803
	Iteration 55Q: 3 clusters Score -420079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -420083.562500 Penalty: 4029.872803
	Iteration 56Q: 3 clusters Score -420083.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -420087.250000 Penalty: 4029.872803
	Iteration 57Q: 3 clusters Score -420087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -420089.625000 Penalty: 4029.872803
	Iteration 58Q: 3 clusters Score -420089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -420093.406250 Penalty: 4029.872803
	Iteration 59Q: 3 clusters Score -420093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -420099.093750 Penalty: 4029.872803
	Iteration 60F: 3 clusters Score -420099.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -420104.968750 Penalty: 4029.872803
	Iteration 61Q: 3 clusters Score -420105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -420112.375000 Penalty: 4029.872803
	Iteration 62Q: 3 clusters Score -420112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -420117.125000 Penalty: 4029.872803
	Iteration 63Q: 3 clusters Score -420117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -420122.093750 Penalty: 4029.872803
	Iteration 64Q: 3 clusters Score -420122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -420128.031250 Penalty: 4029.872803
	Iteration 65Q: 3 clusters Score -420128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -420133.625000 Penalty: 4029.872803
	Iteration 66Q: 3 clusters Score -420133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -420138.125000 Penalty: 4029.872803
	Iteration 67Q: 3 clusters Score -420138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -420144.625000 Penalty: 4029.872803
	Iteration 68Q: 3 clusters Score -420144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -420148.375000 Penalty: 4029.872803
	Iteration 69Q: 3 clusters Score -420148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -420151.562500 Penalty: 4029.872803
	Iteration 70Q: 3 clusters Score -420151.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -420156.781250 Penalty: 4029.872803
	Iteration 71Q: 3 clusters Score -420156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -420162.593750 Penalty: 4029.872803
	Iteration 72Q: 3 clusters Score -420162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -420166.750000 Penalty: 4029.872803
	Iteration 73Q: 3 clusters Score -420166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -420171.281250 Penalty: 4029.872803
	Iteration 74Q: 3 clusters Score -420171.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -420177.593750 Penalty: 4029.872803
	Iteration 75Q: 3 clusters Score -420177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -420184.031250 Penalty: 4029.872803
	Iteration 76Q: 3 clusters Score -420184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -420190.937500 Penalty: 4029.872803
	Iteration 77Q: 3 clusters Score -420190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -420193.218750 Penalty: 4029.872803
	Iteration 78Q: 3 clusters Score -420193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -420195.937500 Penalty: 4029.872803
	Iteration 79Q: 3 clusters Score -420195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -420201.125000 Penalty: 4029.872803
	Iteration 80F: 3 clusters Score -420201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -420204.343750 Penalty: 4029.872803
	Iteration 81Q: 3 clusters Score -420204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -420207.750000 Penalty: 4029.872803
	Iteration 82Q: 3 clusters Score -420207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -420210.593750 Penalty: 4029.872803
	Iteration 83Q: 3 clusters Score -420210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -420213.593750 Penalty: 4029.872803
	Iteration 84Q: 3 clusters Score -420213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -420215.156250 Penalty: 4029.872803
	Iteration 85Q: 3 clusters Score -420215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -420217.187500 Penalty: 4029.872803
	Iteration 86Q: 3 clusters Score -420217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -420219.312500 Penalty: 4029.872803
	Iteration 87Q: 3 clusters Score -420219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -420221.125000 Penalty: 4029.872803
	Iteration 88Q: 3 clusters Score -420221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -420222.250000 Penalty: 4029.872803
	Iteration 89Q: 3 clusters Score -420222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -420223.906250 Penalty: 4029.872803
	Iteration 90Q: 3 clusters Score -420223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -420226.250000 Penalty: 4029.872803
	Iteration 91Q: 3 clusters Score -420226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -420227.031250 Penalty: 4029.872803
	Iteration 92Q: 3 clusters Score -420227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -420227.031250 Penalty: 4029.872803
	Iteration 93F: 3 clusters Score -420227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Entering Unmasked Estep 
Score: -857810.625000 Penalty: 2195.141602
	Iteration 0F: 2 clusters Score -857810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -852117.187500 Penalty: 4390.283203
	Iteration 0F: 3 clusters Score -852117.2 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -853536.812500 Penalty: 4390.283203
	Iteration 1F: 3 clusters Score -853536.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -853836.625000 Penalty: 4390.283203
	Iteration 2F: 3 clusters Score -853836.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -854140.250000 Penalty: 4390.283203
	Iteration 3F: 3 clusters Score -854140.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -854463.250000 Penalty: 4390.283203
	Iteration 4F: 3 clusters Score -854463.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -854759.062500 Penalty: 4390.283203
	Iteration 5F: 3 clusters Score -854759.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -855055.500000 Penalty: 4390.283203
	Iteration 6F: 3 clusters Score -855055.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -855356.437500 Penalty: 4390.283203
	Iteration 7F: 3 clusters Score -855356.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -855619.187500 Penalty: 4390.283203
	Iteration 8F: 3 clusters Score -855619.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -855822.187500 Penalty: 4390.283203
	Iteration 9Q: 3 clusters Score -855822.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -855976.437500 Penalty: 4390.283203
	Iteration 10Q: 3 clusters Score -855976.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -856098.375000 Penalty: 4390.283203
	Iteration 11Q: 3 clusters Score -856098.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -856183.062500 Penalty: 4390.283203
	Iteration 12Q: 3 clusters Score -856183.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -856246.125000 Penalty: 4390.283203
	Iteration 13Q: 3 clusters Score -856246.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -856281.250000 Penalty: 4390.283203
	Iteration 14Q: 3 clusters Score -856281.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -856319.062500 Penalty: 4390.283203
	Iteration 15Q: 3 clusters Score -856319.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -856363.937500 Penalty: 4390.283203
	Iteration 16Q: 3 clusters Score -856363.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -856396.750000 Penalty: 4390.283203
	Iteration 17Q: 3 clusters Score -856396.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -856428.687500 Penalty: 4390.283203
	Iteration 18Q: 3 clusters Score -856428.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -856460.187500 Penalty: 4390.283203
	Iteration 19Q: 3 clusters Score -856460.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -856485.937500 Penalty: 4390.283203
	Iteration 20F: 3 clusters Score -856485.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -856501.437500 Penalty: 4390.283203
	Iteration 21Q: 3 clusters Score -856501.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -856514.937500 Penalty: 4390.283203
	Iteration 22Q: 3 clusters Score -856514.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -856528.687500 Penalty: 4390.283203
	Iteration 23Q: 3 clusters Score -856528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -856539.687500 Penalty: 4390.283203
	Iteration 24Q: 3 clusters Score -856539.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -856550.312500 Penalty: 4390.283203
	Iteration 25Q: 3 clusters Score -856550.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -856556.187500 Penalty: 4390.283203
	Iteration 26Q: 3 clusters Score -856556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -856558.687500 Penalty: 4390.283203
	Iteration 27Q: 3 clusters Score -856558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -856560.250000 Penalty: 4390.283203
	Iteration 28Q: 3 clusters Score -856560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -856560.625000 Penalty: 4390.283203
	Iteration 29Q: 3 clusters Score -856560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -856560.562500 Penalty: 4390.283203
	Iteration 30Q: 3 clusters Score -856560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -856560.562500 Penalty: 4390.283203
	Iteration 31F: 3 clusters Score -856560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -42666.777344 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -42666.78 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 210 members 
Entering Unmasked Estep 
Score: -41289.031250 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -41289.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41444.808594 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -41444.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41510.269531 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -41510.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41534.937500 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -41534.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41559.292969 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -41559.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41567.011719 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -41567.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41581.691406 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -41581.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41583.378906 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -41583.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41583.378906 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -41583.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Entering Unmasked Estep 
Score: -5663514.000000 Penalty: 2649.848877
	Iteration 0F: 2 clusters Score -5663514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5633826.500000 Penalty: 5299.697754
	Iteration 0F: 3 clusters Score -5633826 nChanged 20057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5644843.000000 Penalty: 5299.697754
	Iteration 1F: 3 clusters Score -5644843 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5645329.000000 Penalty: 5299.697754
	Iteration 2Q: 3 clusters Score -5645329 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5645789.000000 Penalty: 5299.697754
	Iteration 3Q: 3 clusters Score -5645789 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5646334.000000 Penalty: 5299.697754
	Iteration 4Q: 3 clusters Score -5646334 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5646867.000000 Penalty: 5299.697754
	Iteration 5Q: 3 clusters Score -5646867 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5647516.500000 Penalty: 5299.697754
	Iteration 6Q: 3 clusters Score -5647516 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -5648432.500000 Penalty: 5299.697754
	Iteration 7Q: 3 clusters Score -5648432 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5649635.500000 Penalty: 5299.697754
	Iteration 8Q: 3 clusters Score -5649636 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -5651157.000000 Penalty: 5299.697754
	Iteration 9F: 3 clusters Score -5651157 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5652882.500000 Penalty: 5299.697754
	Iteration 10F: 3 clusters Score -5652882 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5654363.500000 Penalty: 5299.697754
	Iteration 11F: 3 clusters Score -5654364 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5655457.500000 Penalty: 5299.697754
	Iteration 12Q: 3 clusters Score -5655458 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5655979.500000 Penalty: 5299.697754
	Iteration 13Q: 3 clusters Score -5655980 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5656322.500000 Penalty: 5299.697754
	Iteration 14Q: 3 clusters Score -5656322 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -5656472.000000 Penalty: 5299.697754
	Iteration 15Q: 3 clusters Score -5656472 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5656620.500000 Penalty: 5299.697754
	Iteration 16Q: 3 clusters Score -5656620 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -5656770.500000 Penalty: 5299.697754
	Iteration 17Q: 3 clusters Score -5656770 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5656897.500000 Penalty: 5299.697754
	Iteration 18Q: 3 clusters Score -5656898 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -5657031.000000 Penalty: 5299.697754
	Iteration 19Q: 3 clusters Score -5657031 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -5657138.500000 Penalty: 5299.697754
	Iteration 20F: 3 clusters Score -5657138 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -5657251.500000 Penalty: 5299.697754
	Iteration 21Q: 3 clusters Score -5657252 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -5657395.000000 Penalty: 5299.697754
	Iteration 22Q: 3 clusters Score -5657395 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -5657529.000000 Penalty: 5299.697754
	Iteration 23Q: 3 clusters Score -5657529 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5657631.000000 Penalty: 5299.697754
	Iteration 24Q: 3 clusters Score -5657631 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5657775.500000 Penalty: 5299.697754
	Iteration 25Q: 3 clusters Score -5657776 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5657883.000000 Penalty: 5299.697754
	Iteration 26Q: 3 clusters Score -5657883 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5658000.500000 Penalty: 5299.697754
	Iteration 27Q: 3 clusters Score -5658000 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -5658125.500000 Penalty: 5299.697754
	Iteration 28Q: 3 clusters Score -5658126 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -5658283.000000 Penalty: 5299.697754
	Iteration 29Q: 3 clusters Score -5658283 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -5658467.000000 Penalty: 5299.697754
	Iteration 30Q: 3 clusters Score -5658467 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5658666.000000 Penalty: 5299.697754
	Iteration 31Q: 3 clusters Score -5658666 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5658879.500000 Penalty: 5299.697754
	Iteration 32Q: 3 clusters Score -5658880 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5659100.500000 Penalty: 5299.697754
	Iteration 33Q: 3 clusters Score -5659100 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5659277.500000 Penalty: 5299.697754
	Iteration 34Q: 3 clusters Score -5659278 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5659474.500000 Penalty: 5299.697754
	Iteration 35Q: 3 clusters Score -5659474 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5659683.000000 Penalty: 5299.697754
	Iteration 36Q: 3 clusters Score -5659683 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5659871.500000 Penalty: 5299.697754
	Iteration 37Q: 3 clusters Score -5659872 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5660031.500000 Penalty: 5299.697754
	Iteration 38Q: 3 clusters Score -5660032 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5660194.000000 Penalty: 5299.697754
	Iteration 39Q: 3 clusters Score -5660194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -5660315.000000 Penalty: 5299.697754
	Iteration 40F: 3 clusters Score -5660315 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5660437.000000 Penalty: 5299.697754
	Iteration 41Q: 3 clusters Score -5660437 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -5660578.500000 Penalty: 5299.697754
	Iteration 42Q: 3 clusters Score -5660578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5660671.000000 Penalty: 5299.697754
	Iteration 43Q: 3 clusters Score -5660671 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5660724.000000 Penalty: 5299.697754
	Iteration 44Q: 3 clusters Score -5660724 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -5660801.500000 Penalty: 5299.697754
	Iteration 45Q: 3 clusters Score -5660802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5660852.000000 Penalty: 5299.697754
	Iteration 46Q: 3 clusters Score -5660852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5660898.000000 Penalty: 5299.697754
	Iteration 47Q: 3 clusters Score -5660898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -5660959.000000 Penalty: 5299.697754
	Iteration 48Q: 3 clusters Score -5660959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5661012.500000 Penalty: 5299.697754
	Iteration 49Q: 3 clusters Score -5661012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5661051.000000 Penalty: 5299.697754
	Iteration 50Q: 3 clusters Score -5661051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5661069.000000 Penalty: 5299.697754
	Iteration 51Q: 3 clusters Score -5661069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -5661089.000000 Penalty: 5299.697754
	Iteration 52Q: 3 clusters Score -5661089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -5661110.500000 Penalty: 5299.697754
	Iteration 53Q: 3 clusters Score -5661110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -5661115.500000 Penalty: 5299.697754
	Iteration 54Q: 3 clusters Score -5661116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5661139.500000 Penalty: 5299.697754
	Iteration 55Q: 3 clusters Score -5661140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -5661155.000000 Penalty: 5299.697754
	Iteration 56Q: 3 clusters Score -5661155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5661169.000000 Penalty: 5299.697754
	Iteration 57Q: 3 clusters Score -5661169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5661183.000000 Penalty: 5299.697754
	Iteration 58Q: 3 clusters Score -5661183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5661192.500000 Penalty: 5299.697754
	Iteration 59Q: 3 clusters Score -5661192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -5661202.500000 Penalty: 5299.697754
	Iteration 60F: 3 clusters Score -5661202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5661215.500000 Penalty: 5299.697754
	Iteration 61Q: 3 clusters Score -5661216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5661221.000000 Penalty: 5299.697754
	Iteration 62Q: 3 clusters Score -5661221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5661229.500000 Penalty: 5299.697754
	Iteration 63Q: 3 clusters Score -5661230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -5661249.000000 Penalty: 5299.697754
	Iteration 64Q: 3 clusters Score -5661249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5661258.000000 Penalty: 5299.697754
	Iteration 65Q: 3 clusters Score -5661258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5661256.000000 Penalty: 5299.697754
	Iteration 66Q: 3 clusters Score -5661256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5661260.500000 Penalty: 5299.697754
	Iteration 67Q: 3 clusters Score -5661260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -5661260.500000 Penalty: 5299.697754
	Iteration 68Q: 3 clusters Score -5661260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5661261.000000 Penalty: 5299.697754
	Iteration 69Q: 3 clusters Score -5661261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5661266.500000 Penalty: 5299.697754
	Iteration 70Q: 3 clusters Score -5661266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5661266.500000 Penalty: 5299.697754
	Iteration 71Q: 3 clusters Score -5661266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -5661275.500000 Penalty: 5299.697754
	Iteration 72Q: 3 clusters Score -5661276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -5661277.500000 Penalty: 5299.697754
	Iteration 73Q: 3 clusters Score -5661278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5661276.000000 Penalty: 5299.697754
	Iteration 74Q: 3 clusters Score -5661276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5661276.500000 Penalty: 5299.697754
	Iteration 75Q: 3 clusters Score -5661276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -5661283.000000 Penalty: 5299.697754
	Iteration 76Q: 3 clusters Score -5661283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5661281.000000 Penalty: 5299.697754
	Iteration 77Q: 3 clusters Score -5661281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5661282.500000 Penalty: 5299.697754
	Iteration 78Q: 3 clusters Score -5661282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5661282.500000 Penalty: 5299.697754
	Iteration 79F: 3 clusters Score -5661282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66570.359375 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66570.36 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66848.414062 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66848.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67063.914062 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67063.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67244.640625 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67244.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67429.007812 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -67429.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67524.593750 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67524.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67569.937500 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67569.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67603.382812 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67603.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67612.820312 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67612.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67625.210938 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -67625.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67638.742188 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -67638.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67662.429688 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -67662.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67743.164062 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -67743.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67824.156250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -67824.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67916.398438 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -67916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67960.265625 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -67960.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67960.265625 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -67960.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (174553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174553 members 
Entering Unmasked Estep 
Score: -22347652.000000 Penalty: 2993.355957
	Iteration 0F: 2 clusters Score -2.234765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -22232532.000000 Penalty: 5986.711914
	Iteration 0F: 3 clusters Score -2.223253e+07 nChanged 83636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -22281446.000000 Penalty: 5986.711914
	Iteration 1F: 3 clusters Score -2.228145e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -22282700.000000 Penalty: 5986.711914
	Iteration 2Q: 3 clusters Score -2.22827e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -22284522.000000 Penalty: 5986.711914
	Iteration 3Q: 3 clusters Score -2.228452e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -22287932.000000 Penalty: 5986.711914
	Iteration 4Q: 3 clusters Score -2.228793e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -22294182.000000 Penalty: 5986.711914
	Iteration 5F: 3 clusters Score -2.229418e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -22304782.000000 Penalty: 5986.711914
	Iteration 6F: 3 clusters Score -2.230478e+07 nChanged 14976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 145315 members 
Entering Unmasked Estep 
Score: -22318596.000000 Penalty: 5986.711914
	Iteration 7F: 3 clusters Score -2.23186e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 158760 members 
Entering Unmasked Estep 
Score: -22331622.000000 Penalty: 5986.711914
	Iteration 8F: 3 clusters Score -2.233162e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -22339784.000000 Penalty: 5986.711914
	Iteration 9F: 3 clusters Score -2.233978e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 172045 members 
Entering Unmasked Estep 
Score: -22343240.000000 Penalty: 5986.711914
	Iteration 10Q: 3 clusters Score -2.234324e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -22344354.000000 Penalty: 5986.711914
	Iteration 11Q: 3 clusters Score -2.234435e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 173960 members 
Entering Unmasked Estep 
Score: -22344710.000000 Penalty: 5986.711914
	Iteration 12Q: 3 clusters Score -2.234471e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 174098 members 
Entering Unmasked Estep 
Score: -22344820.000000 Penalty: 5986.711914
	Iteration 13Q: 3 clusters Score -2.234482e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -22344926.000000 Penalty: 5986.711914
	Iteration 14Q: 3 clusters Score -2.234493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -22344954.000000 Penalty: 5986.711914
	Iteration 15Q: 3 clusters Score -2.234495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 174195 members 
Entering Unmasked Estep 
Score: -22344984.000000 Penalty: 5986.711914
	Iteration 16Q: 3 clusters Score -2.234498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -22345000.000000 Penalty: 5986.711914
	Iteration 17Q: 3 clusters Score -2.2345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174220 members 
Entering Unmasked Estep 
Score: -22345030.000000 Penalty: 5986.711914
	Iteration 18Q: 3 clusters Score -2.234503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -22345024.000000 Penalty: 5986.711914
	Iteration 19Q: 3 clusters Score -2.234502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 174232 members 
Entering Unmasked Estep 
Score: -22345040.000000 Penalty: 5986.711914
	Iteration 20F: 3 clusters Score -2.234504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 174241 members 
Entering Unmasked Estep 
Score: -22345052.000000 Penalty: 5986.711914
	Iteration 21Q: 3 clusters Score -2.234505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -22345058.000000 Penalty: 5986.711914
	Iteration 22Q: 3 clusters Score -2.234506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -22345054.000000 Penalty: 5986.711914
	Iteration 23Q: 3 clusters Score -2.234505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 174243 members 
Entering Unmasked Estep 
Score: -22345064.000000 Penalty: 5986.711914
	Iteration 24Q: 3 clusters Score -2.234506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 174243 members 
Entering Unmasked Estep 
Score: -22345064.000000 Penalty: 5986.711914
	Iteration 25F: 3 clusters Score -2.234506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75155.054688 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75155.05 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75461.281250 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75461.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75589.218750 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75589.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75683.742188 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -75683.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75747.757812 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -75747.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75797.648438 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -75797.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75853.195312 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -75853.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75936.953125 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -75936.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76045.000000 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76222.929688 Penalty: 3250.750977
	Iteration 9F: 3 clusters Score -76222.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76353.468750 Penalty: 3250.750977
	Iteration 10F: 3 clusters Score -76353.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76498.515625 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76498.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76728.656250 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76728.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -76829.765625 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76829.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76852.117188 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -76852.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76894.671875 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -76894.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76919.000000 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -76919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76925.945312 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -76925.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -76936.242188 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -76936.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76947.148438 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -76947.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76963.984375 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -76963.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76977.804688 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -76977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76998.929688 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -76998.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77026.679688 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -77026.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77054.093750 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -77054.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77090.671875 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -77090.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77135.437500 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -77135.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77156.328125 Penalty: 3250.750977
	Iteration 27Q: 3 clusters Score -77156.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77184.171875 Penalty: 3250.750977
	Iteration 28Q: 3 clusters Score -77184.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77267.539062 Penalty: 3250.750977
	Iteration 29Q: 3 clusters Score -77267.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77309.539062 Penalty: 3250.750977
	Iteration 30Q: 3 clusters Score -77309.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77323.109375 Penalty: 3250.750977
	Iteration 31Q: 3 clusters Score -77323.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77323.109375 Penalty: 3250.750977
	Iteration 32F: 3 clusters Score -77323.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 146704 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36347 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76894 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43690 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174553 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 18 contains 55258 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 22 contains 153330 members 
Mstep: Class 23 contains 15642 members 
Entering Unmasked Estep 
Score: -98289368.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98290512.000000 to -98289368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (55258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Entering Unmasked Estep 
Score: -7123554.500000 Penalty: 2708.102539
	Iteration 0F: 2 clusters Score -7123554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7086345.000000 Penalty: 5416.205078
	Iteration 0F: 3 clusters Score -7086345 nChanged 25582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7101078.500000 Penalty: 5416.205078
	Iteration 1F: 3 clusters Score -7101078 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -7101924.500000 Penalty: 5416.205078
	Iteration 2Q: 3 clusters Score -7101924 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -7102834.000000 Penalty: 5416.205078
	Iteration 3Q: 3 clusters Score -7102834 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7103998.500000 Penalty: 5416.205078
	Iteration 4Q: 3 clusters Score -7103998 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -7105334.500000 Penalty: 5416.205078
	Iteration 5F: 3 clusters Score -7105334 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -7107067.500000 Penalty: 5416.205078
	Iteration 6F: 3 clusters Score -7107068 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -7109222.500000 Penalty: 5416.205078
	Iteration 7F: 3 clusters Score -7109222 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7111521.500000 Penalty: 5416.205078
	Iteration 8F: 3 clusters Score -7111522 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7113491.000000 Penalty: 5416.205078
	Iteration 9F: 3 clusters Score -7113491 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -7114812.000000 Penalty: 5416.205078
	Iteration 10Q: 3 clusters Score -7114812 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -7115631.000000 Penalty: 5416.205078
	Iteration 11Q: 3 clusters Score -7115631 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -7116172.500000 Penalty: 5416.205078
	Iteration 12Q: 3 clusters Score -7116172 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -7116669.500000 Penalty: 5416.205078
	Iteration 13Q: 3 clusters Score -7116670 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -7117120.000000 Penalty: 5416.205078
	Iteration 14Q: 3 clusters Score -7117120 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -7117561.500000 Penalty: 5416.205078
	Iteration 15Q: 3 clusters Score -7117562 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -7117930.000000 Penalty: 5416.205078
	Iteration 16Q: 3 clusters Score -7117930 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -7118292.000000 Penalty: 5416.205078
	Iteration 17Q: 3 clusters Score -7118292 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -7118642.500000 Penalty: 5416.205078
	Iteration 18Q: 3 clusters Score -7118642 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -7118996.500000 Penalty: 5416.205078
	Iteration 19Q: 3 clusters Score -7118996 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -7119264.000000 Penalty: 5416.205078
	Iteration 20F: 3 clusters Score -7119264 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -7119509.000000 Penalty: 5416.205078
	Iteration 21Q: 3 clusters Score -7119509 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -7119702.000000 Penalty: 5416.205078
	Iteration 22Q: 3 clusters Score -7119702 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -7119886.000000 Penalty: 5416.205078
	Iteration 23Q: 3 clusters Score -7119886 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -7120082.000000 Penalty: 5416.205078
	Iteration 24Q: 3 clusters Score -7120082 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -7120264.500000 Penalty: 5416.205078
	Iteration 25Q: 3 clusters Score -7120264 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7120430.500000 Penalty: 5416.205078
	Iteration 26Q: 3 clusters Score -7120430 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7120614.000000 Penalty: 5416.205078
	Iteration 27Q: 3 clusters Score -7120614 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7120769.000000 Penalty: 5416.205078
	Iteration 28Q: 3 clusters Score -7120769 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -7120871.000000 Penalty: 5416.205078
	Iteration 29Q: 3 clusters Score -7120871 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -7120987.500000 Penalty: 5416.205078
	Iteration 30Q: 3 clusters Score -7120988 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7121066.000000 Penalty: 5416.205078
	Iteration 31Q: 3 clusters Score -7121066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -7121106.000000 Penalty: 5416.205078
	Iteration 32Q: 3 clusters Score -7121106 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -7121157.000000 Penalty: 5416.205078
	Iteration 33Q: 3 clusters Score -7121157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -7121192.000000 Penalty: 5416.205078
	Iteration 34Q: 3 clusters Score -7121192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7121222.000000 Penalty: 5416.205078
	Iteration 35Q: 3 clusters Score -7121222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7121271.000000 Penalty: 5416.205078
	Iteration 36Q: 3 clusters Score -7121271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -7121299.000000 Penalty: 5416.205078
	Iteration 37Q: 3 clusters Score -7121299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -7121324.000000 Penalty: 5416.205078
	Iteration 38Q: 3 clusters Score -7121324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -7121337.500000 Penalty: 5416.205078
	Iteration 39Q: 3 clusters Score -7121338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -7121364.500000 Penalty: 5416.205078
	Iteration 40F: 3 clusters Score -7121364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -7121379.000000 Penalty: 5416.205078
	Iteration 41Q: 3 clusters Score -7121379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -7121391.500000 Penalty: 5416.205078
	Iteration 42Q: 3 clusters Score -7121392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7121401.500000 Penalty: 5416.205078
	Iteration 43Q: 3 clusters Score -7121402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -7121418.500000 Penalty: 5416.205078
	Iteration 44Q: 3 clusters Score -7121418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -7121420.000000 Penalty: 5416.205078
	Iteration 45Q: 3 clusters Score -7121420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -7121434.000000 Penalty: 5416.205078
	Iteration 46Q: 3 clusters Score -7121434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -7121441.000000 Penalty: 5416.205078
	Iteration 47Q: 3 clusters Score -7121441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -7121445.000000 Penalty: 5416.205078
	Iteration 48Q: 3 clusters Score -7121445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -7121451.500000 Penalty: 5416.205078
	Iteration 49Q: 3 clusters Score -7121452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -7121450.500000 Penalty: 5416.205078
	Iteration 50Q: 3 clusters Score -7121450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -7121454.000000 Penalty: 5416.205078
	Iteration 51Q: 3 clusters Score -7121454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -7121451.500000 Penalty: 5416.205078
	Iteration 52Q: 3 clusters Score -7121452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -7121463.500000 Penalty: 5416.205078
	Iteration 53Q: 3 clusters Score -7121464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -7121460.000000 Penalty: 5416.205078
	Iteration 54Q: 3 clusters Score -7121460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7121470.500000 Penalty: 5416.205078
	Iteration 55Q: 3 clusters Score -7121470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -7121468.000000 Penalty: 5416.205078
	Iteration 56Q: 3 clusters Score -7121468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -7121467.500000 Penalty: 5416.205078
	Iteration 57Q: 3 clusters Score -7121468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -7121467.500000 Penalty: 5416.205078
	Iteration 58F: 3 clusters Score -7121468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1466687.500000 Penalty: 2331.458740
	Iteration 0F: 2 clusters Score -1466688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1457716.750000 Penalty: 4662.917480
	Iteration 0F: 3 clusters Score -1457717 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1460350.750000 Penalty: 4662.917480
	Iteration 1F: 3 clusters Score -1460351 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1460659.375000 Penalty: 4662.917480
	Iteration 2F: 3 clusters Score -1460659 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1460898.125000 Penalty: 4662.917480
	Iteration 3Q: 3 clusters Score -1460898 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1461057.500000 Penalty: 4662.917480
	Iteration 4Q: 3 clusters Score -1461058 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1461184.250000 Penalty: 4662.917480
	Iteration 5Q: 3 clusters Score -1461184 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1461282.375000 Penalty: 4662.917480
	Iteration 6Q: 3 clusters Score -1461282 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1461369.250000 Penalty: 4662.917480
	Iteration 7Q: 3 clusters Score -1461369 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1461452.625000 Penalty: 4662.917480
	Iteration 8Q: 3 clusters Score -1461453 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1461553.375000 Penalty: 4662.917480
	Iteration 9Q: 3 clusters Score -1461553 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1461682.500000 Penalty: 4662.917480
	Iteration 10Q: 3 clusters Score -1461682 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1461822.125000 Penalty: 4662.917480
	Iteration 11Q: 3 clusters Score -1461822 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1461988.000000 Penalty: 4662.917480
	Iteration 12Q: 3 clusters Score -1461988 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1462159.500000 Penalty: 4662.917480
	Iteration 13Q: 3 clusters Score -1462160 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1462345.625000 Penalty: 4662.917480
	Iteration 14Q: 3 clusters Score -1462346 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1462523.625000 Penalty: 4662.917480
	Iteration 15Q: 3 clusters Score -1462524 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1462673.750000 Penalty: 4662.917480
	Iteration 16Q: 3 clusters Score -1462674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1462823.875000 Penalty: 4662.917480
	Iteration 17Q: 3 clusters Score -1462824 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1462963.875000 Penalty: 4662.917480
	Iteration 18Q: 3 clusters Score -1462964 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1463126.750000 Penalty: 4662.917480
	Iteration 19Q: 3 clusters Score -1463127 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1463260.250000 Penalty: 4662.917480
	Iteration 20F: 3 clusters Score -1463260 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1463366.500000 Penalty: 4662.917480
	Iteration 21Q: 3 clusters Score -1463366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1463475.500000 Penalty: 4662.917480
	Iteration 22Q: 3 clusters Score -1463476 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1463574.250000 Penalty: 4662.917480
	Iteration 23Q: 3 clusters Score -1463574 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1463672.250000 Penalty: 4662.917480
	Iteration 24Q: 3 clusters Score -1463672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1463753.750000 Penalty: 4662.917480
	Iteration 25Q: 3 clusters Score -1463754 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1463824.625000 Penalty: 4662.917480
	Iteration 26Q: 3 clusters Score -1463825 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1463893.375000 Penalty: 4662.917480
	Iteration 27Q: 3 clusters Score -1463893 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1463959.000000 Penalty: 4662.917480
	Iteration 28Q: 3 clusters Score -1463959 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1464017.750000 Penalty: 4662.917480
	Iteration 29Q: 3 clusters Score -1464018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1464080.875000 Penalty: 4662.917480
	Iteration 30Q: 3 clusters Score -1464081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1464142.000000 Penalty: 4662.917480
	Iteration 31Q: 3 clusters Score -1464142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1464202.875000 Penalty: 4662.917480
	Iteration 32Q: 3 clusters Score -1464203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1464258.750000 Penalty: 4662.917480
	Iteration 33Q: 3 clusters Score -1464259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1464311.750000 Penalty: 4662.917480
	Iteration 34Q: 3 clusters Score -1464312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1464362.125000 Penalty: 4662.917480
	Iteration 35Q: 3 clusters Score -1464362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1464400.250000 Penalty: 4662.917480
	Iteration 36Q: 3 clusters Score -1464400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1464447.125000 Penalty: 4662.917480
	Iteration 37Q: 3 clusters Score -1464447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1464489.375000 Penalty: 4662.917480
	Iteration 38Q: 3 clusters Score -1464489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1464525.000000 Penalty: 4662.917480
	Iteration 39Q: 3 clusters Score -1464525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1464556.500000 Penalty: 4662.917480
	Iteration 40F: 3 clusters Score -1464556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1464579.250000 Penalty: 4662.917480
	Iteration 41Q: 3 clusters Score -1464579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1464608.250000 Penalty: 4662.917480
	Iteration 42Q: 3 clusters Score -1464608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1464626.000000 Penalty: 4662.917480
	Iteration 43Q: 3 clusters Score -1464626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1464639.625000 Penalty: 4662.917480
	Iteration 44Q: 3 clusters Score -1464640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1464658.375000 Penalty: 4662.917480
	Iteration 45Q: 3 clusters Score -1464658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1464671.625000 Penalty: 4662.917480
	Iteration 46Q: 3 clusters Score -1464672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1464682.625000 Penalty: 4662.917480
	Iteration 47Q: 3 clusters Score -1464683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1464684.875000 Penalty: 4662.917480
	Iteration 48Q: 3 clusters Score -1464685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1464695.500000 Penalty: 4662.917480
	Iteration 49Q: 3 clusters Score -1464696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1464701.750000 Penalty: 4662.917480
	Iteration 50Q: 3 clusters Score -1464702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1464707.375000 Penalty: 4662.917480
	Iteration 51Q: 3 clusters Score -1464707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1464711.125000 Penalty: 4662.917480
	Iteration 52Q: 3 clusters Score -1464711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1464714.500000 Penalty: 4662.917480
	Iteration 53Q: 3 clusters Score -1464714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1464717.750000 Penalty: 4662.917480
	Iteration 54Q: 3 clusters Score -1464718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1464719.500000 Penalty: 4662.917480
	Iteration 55Q: 3 clusters Score -1464720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1464719.500000 Penalty: 4662.917480
	Iteration 56F: 3 clusters Score -1464720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Entering Unmasked Estep 
Score: -19618688.000000 Penalty: 2961.206299
	Iteration 0F: 2 clusters Score -1.961869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -19516336.000000 Penalty: 5922.412598
	Iteration 0F: 3 clusters Score -1.951634e+07 nChanged 73286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -19559418.000000 Penalty: 5922.412598
	Iteration 1F: 3 clusters Score -1.955942e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -19560814.000000 Penalty: 5922.412598
	Iteration 2Q: 3 clusters Score -1.956081e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -19563050.000000 Penalty: 5922.412598
	Iteration 3Q: 3 clusters Score -1.956305e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -19567238.000000 Penalty: 5922.412598
	Iteration 4F: 3 clusters Score -1.956724e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -19574358.000000 Penalty: 5922.412598
	Iteration 5F: 3 clusters Score -1.957436e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 121801 members 
Entering Unmasked Estep 
Score: -19585506.000000 Penalty: 5922.412598
	Iteration 6F: 3 clusters Score -1.958551e+07 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 135123 members 
Entering Unmasked Estep 
Score: -19598534.000000 Penalty: 5922.412598
	Iteration 7F: 3 clusters Score -1.959853e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -19608598.000000 Penalty: 5922.412598
	Iteration 8F: 3 clusters Score -1.96086e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 150396 members 
Entering Unmasked Estep 
Score: -19613552.000000 Penalty: 5922.412598
	Iteration 9Q: 3 clusters Score -1.961355e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 152221 members 
Entering Unmasked Estep 
Score: -19615198.000000 Penalty: 5922.412598
	Iteration 10Q: 3 clusters Score -1.96152e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -19615736.000000 Penalty: 5922.412598
	Iteration 11Q: 3 clusters Score -1.961574e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -19615934.000000 Penalty: 5922.412598
	Iteration 12Q: 3 clusters Score -1.961593e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -19616028.000000 Penalty: 5922.412598
	Iteration 13Q: 3 clusters Score -1.961603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -19616058.000000 Penalty: 5922.412598
	Iteration 14Q: 3 clusters Score -1.961606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -19616092.000000 Penalty: 5922.412598
	Iteration 15Q: 3 clusters Score -1.961609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -19616118.000000 Penalty: 5922.412598
	Iteration 16Q: 3 clusters Score -1.961612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -19616120.000000 Penalty: 5922.412598
	Iteration 17Q: 3 clusters Score -1.961612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -19616132.000000 Penalty: 5922.412598
	Iteration 18Q: 3 clusters Score -1.961613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 152979 members 
Entering Unmasked Estep 
Score: -19616130.000000 Penalty: 5922.412598
	Iteration 19Q: 3 clusters Score -1.961613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -19616144.000000 Penalty: 5922.412598
	Iteration 20F: 3 clusters Score -1.961614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -19616144.000000 Penalty: 5922.412598
	Iteration 21Q: 3 clusters Score -1.961614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -19616136.000000 Penalty: 5922.412598
	Iteration 22Q: 3 clusters Score -1.961614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -19616156.000000 Penalty: 5922.412598
	Iteration 23Q: 3 clusters Score -1.961616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -19616142.000000 Penalty: 5922.412598
	Iteration 24Q: 3 clusters Score -1.961614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -19616142.000000 Penalty: 5922.412598
	Iteration 25F: 3 clusters Score -1.961614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -2035056.250000 Penalty: 2395.113281
	Iteration 0F: 2 clusters Score -2035056 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 7853 members 
Entering Unmasked Estep 
Score: -2023703.375000 Penalty: 4790.226562
	Iteration 0F: 3 clusters Score -2023703 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2027387.125000 Penalty: 4790.226562
	Iteration 1F: 3 clusters Score -2027387 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2027764.250000 Penalty: 4790.226562
	Iteration 2F: 3 clusters Score -2027764 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2028081.250000 Penalty: 4790.226562
	Iteration 3Q: 3 clusters Score -2028081 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2028385.250000 Penalty: 4790.226562
	Iteration 4Q: 3 clusters Score -2028385 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2028706.500000 Penalty: 4790.226562
	Iteration 5Q: 3 clusters Score -2028706 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2029088.125000 Penalty: 4790.226562
	Iteration 6Q: 3 clusters Score -2029088 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2029604.000000 Penalty: 4790.226562
	Iteration 7Q: 3 clusters Score -2029604 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2030247.375000 Penalty: 4790.226562
	Iteration 8F: 3 clusters Score -2030247 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2031033.375000 Penalty: 4790.226562
	Iteration 9F: 3 clusters Score -2031033 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2031744.500000 Penalty: 4790.226562
	Iteration 10F: 3 clusters Score -2031744 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2032186.000000 Penalty: 4790.226562
	Iteration 11Q: 3 clusters Score -2032186 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2032374.000000 Penalty: 4790.226562
	Iteration 12Q: 3 clusters Score -2032374 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2032455.125000 Penalty: 4790.226562
	Iteration 13Q: 3 clusters Score -2032455 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2032509.875000 Penalty: 4790.226562
	Iteration 14Q: 3 clusters Score -2032510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2032545.000000 Penalty: 4790.226562
	Iteration 15Q: 3 clusters Score -2032545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2032564.625000 Penalty: 4790.226562
	Iteration 16Q: 3 clusters Score -2032565 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2032581.250000 Penalty: 4790.226562
	Iteration 17Q: 3 clusters Score -2032581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2032597.250000 Penalty: 4790.226562
	Iteration 18Q: 3 clusters Score -2032597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2032607.125000 Penalty: 4790.226562
	Iteration 19Q: 3 clusters Score -2032607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2032629.625000 Penalty: 4790.226562
	Iteration 20F: 3 clusters Score -2032630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2032649.125000 Penalty: 4790.226562
	Iteration 21Q: 3 clusters Score -2032649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2032662.125000 Penalty: 4790.226562
	Iteration 22Q: 3 clusters Score -2032662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2032671.625000 Penalty: 4790.226562
	Iteration 23Q: 3 clusters Score -2032672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2032692.625000 Penalty: 4790.226562
	Iteration 24Q: 3 clusters Score -2032693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2032713.250000 Penalty: 4790.226562
	Iteration 25Q: 3 clusters Score -2032713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2032727.125000 Penalty: 4790.226562
	Iteration 26Q: 3 clusters Score -2032727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2032733.500000 Penalty: 4790.226562
	Iteration 27Q: 3 clusters Score -2032734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2032746.000000 Penalty: 4790.226562
	Iteration 28Q: 3 clusters Score -2032746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2032745.875000 Penalty: 4790.226562
	Iteration 29Q: 3 clusters Score -2032746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2032758.125000 Penalty: 4790.226562
	Iteration 30Q: 3 clusters Score -2032758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2032764.875000 Penalty: 4790.226562
	Iteration 31Q: 3 clusters Score -2032765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2032771.125000 Penalty: 4790.226562
	Iteration 32Q: 3 clusters Score -2032771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2032776.250000 Penalty: 4790.226562
	Iteration 33Q: 3 clusters Score -2032776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2032777.125000 Penalty: 4790.226562
	Iteration 34Q: 3 clusters Score -2032777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2032778.375000 Penalty: 4790.226562
	Iteration 35Q: 3 clusters Score -2032778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2032782.500000 Penalty: 4790.226562
	Iteration 36Q: 3 clusters Score -2032782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2032785.500000 Penalty: 4790.226562
	Iteration 37Q: 3 clusters Score -2032786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2032789.125000 Penalty: 4790.226562
	Iteration 38Q: 3 clusters Score -2032789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2032792.000000 Penalty: 4790.226562
	Iteration 39Q: 3 clusters Score -2032792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2032800.625000 Penalty: 4790.226562
	Iteration 40F: 3 clusters Score -2032801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2032797.000000 Penalty: 4790.226562
	Iteration 41Q: 3 clusters Score -2032797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2032805.875000 Penalty: 4790.226562
	Iteration 42Q: 3 clusters Score -2032806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2032815.000000 Penalty: 4790.226562
	Iteration 43Q: 3 clusters Score -2032815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2032815.000000 Penalty: 4790.226562
	Iteration 44Q: 3 clusters Score -2032815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2032818.375000 Penalty: 4790.226562
	Iteration 45Q: 3 clusters Score -2032818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2032824.125000 Penalty: 4790.226562
	Iteration 46Q: 3 clusters Score -2032824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2032825.625000 Penalty: 4790.226562
	Iteration 47Q: 3 clusters Score -2032826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2032826.000000 Penalty: 4790.226562
	Iteration 48Q: 3 clusters Score -2032826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2032832.750000 Penalty: 4790.226562
	Iteration 49Q: 3 clusters Score -2032833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2032831.750000 Penalty: 4790.226562
	Iteration 50Q: 3 clusters Score -2032832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2032831.875000 Penalty: 4790.226562
	Iteration 51Q: 3 clusters Score -2032832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2032838.625000 Penalty: 4790.226562
	Iteration 52Q: 3 clusters Score -2032839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2032842.125000 Penalty: 4790.226562
	Iteration 53Q: 3 clusters Score -2032842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2032841.500000 Penalty: 4790.226562
	Iteration 54Q: 3 clusters Score -2032842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2032845.375000 Penalty: 4790.226562
	Iteration 55Q: 3 clusters Score -2032845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2032842.500000 Penalty: 4790.226562
	Iteration 56Q: 3 clusters Score -2032842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2032843.250000 Penalty: 4790.226562
	Iteration 57Q: 3 clusters Score -2032843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2032843.500000 Penalty: 4790.226562
	Iteration 58Q: 3 clusters Score -2032844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2032843.000000 Penalty: 4790.226562
	Iteration 59Q: 3 clusters Score -2032843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2032846.750000 Penalty: 4790.226562
	Iteration 60F: 3 clusters Score -2032847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 146704 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36347 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76894 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43690 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174553 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55258 members 
Mstep: Class 20 contains 12101 members 
Mstep: Class 22 contains 153330 members 
Mstep: Class 23 contains 15642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290568.000000 Penalty: 60574.269531
Iteration 119Q: 19 clusters Score -9.829057e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 146614 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36315 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76970 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43659 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174788 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55150 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 22 contains 153428 members 
Mstep: Class 23 contains 15628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290504.000000 Penalty: 60574.269531
Iteration 120F: 19 clusters Score -9.82905e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 146584 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36285 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77064 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43619 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 174993 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 20 contains 12090 members 
Mstep: Class 22 contains 153493 members 
Mstep: Class 23 contains 15606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290880.000000 Penalty: 60574.269531
Iteration 121Q: 19 clusters Score -9.829088e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 146570 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36253 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77149 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43587 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175192 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54953 members 
Mstep: Class 20 contains 12087 members 
Mstep: Class 22 contains 153506 members 
Mstep: Class 23 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290880.000000 Penalty: 60574.269531
Iteration 122Q: 19 clusters Score -9.829088e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 146565 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36207 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77215 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7083 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43552 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175354 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54858 members 
Mstep: Class 20 contains 12082 members 
Mstep: Class 22 contains 153542 members 
Mstep: Class 23 contains 15578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290720.000000 Penalty: 60574.269531
Iteration 123Q: 19 clusters Score -9.829072e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 146554 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36179 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77267 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43535 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175471 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54759 members 
Mstep: Class 20 contains 12086 members 
Mstep: Class 22 contains 153601 members 
Mstep: Class 23 contains 15568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290776.000000 Penalty: 60574.269531
Iteration 124Q: 19 clusters Score -9.829078e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 146547 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36157 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77337 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7146 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43500 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175593 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54668 members 
Mstep: Class 20 contains 12085 members 
Mstep: Class 22 contains 153640 members 
Mstep: Class 23 contains 15568 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -9.829081e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 146545 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36135 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77387 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43491 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175714 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54560 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 22 contains 153690 members 
Mstep: Class 23 contains 15561 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -9.829076e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 146541 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36123 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77451 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43475 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175795 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54478 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 22 contains 153730 members 
Mstep: Class 23 contains 15554 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -9.829056e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 146564 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36090 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77508 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7239 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175909 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54392 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 22 contains 153768 members 
Mstep: Class 23 contains 15541 members 
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Iteration 128Q: 19 clusters Score -9.829044e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 146580 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36056 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77567 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 10 contains 409 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176000 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54314 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 22 contains 153801 members 
Mstep: Class 23 contains 15532 members 
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Iteration 129Q: 19 clusters Score -9.829064e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 146614 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36024 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77611 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7278 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43463 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176113 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54246 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 22 contains 153780 members 
Mstep: Class 23 contains 15536 members 
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Iteration 130Q: 19 clusters Score -9.829075e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 146668 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35999 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77664 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7292 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43473 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176171 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 22 contains 153764 members 
Mstep: Class 23 contains 15538 members 
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Iteration 131Q: 19 clusters Score -9.82908e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 146729 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35965 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77727 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43481 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176218 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54083 members 
Mstep: Class 20 contains 12064 members 
Mstep: Class 22 contains 153755 members 
Mstep: Class 23 contains 15546 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -9.829087e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 146835 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35937 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77773 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43482 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176261 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54006 members 
Mstep: Class 20 contains 12065 members 
Mstep: Class 22 contains 153732 members 
Mstep: Class 23 contains 15546 members 
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Iteration 133Q: 19 clusters Score -9.829088e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 146929 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35893 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77825 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7324 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43485 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176299 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53943 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 22 contains 153730 members 
Mstep: Class 23 contains 15542 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -9.829082e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 147046 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35850 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77874 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7336 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43476 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176321 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53894 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 22 contains 153715 members 
Mstep: Class 23 contains 15544 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -9.829076e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 147170 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35816 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77929 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7344 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43472 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176329 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53856 members 
Mstep: Class 20 contains 12065 members 
Mstep: Class 22 contains 153651 members 
Mstep: Class 23 contains 15549 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -9.829074e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 147319 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35780 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77981 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43468 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176349 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53819 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 22 contains 153571 members 
Mstep: Class 23 contains 15555 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -9.829064e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 147477 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35746 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78040 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43461 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176355 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53779 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 22 contains 153522 members 
Mstep: Class 23 contains 15559 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -9.829059e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 147651 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35721 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78087 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43453 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176389 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53734 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 22 contains 153439 members 
Mstep: Class 23 contains 15554 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -9.829071e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 147827 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35687 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78121 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7360 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43445 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176417 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53685 members 
Mstep: Class 20 contains 12067 members 
Mstep: Class 22 contains 153374 members 
Mstep: Class 23 contains 15550 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -9.829074e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 148032 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35661 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78155 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43430 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176441 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53639 members 
Mstep: Class 20 contains 12064 members 
Mstep: Class 22 contains 153296 members 
Mstep: Class 23 contains 15539 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -9.829074e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 148263 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35630 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78202 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7371 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43405 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176439 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53599 members 
Mstep: Class 20 contains 12067 members 
Mstep: Class 22 contains 153221 members 
Mstep: Class 23 contains 15530 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -9.829082e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 148525 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35585 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78247 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7375 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43391 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176419 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53562 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 22 contains 153148 members 
Mstep: Class 23 contains 15523 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -9.829095e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 148808 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35563 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78295 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43375 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176383 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53506 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 22 contains 153056 members 
Mstep: Class 23 contains 15516 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -9.829098e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 149089 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35542 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78319 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7386 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43362 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176349 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53435 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 22 contains 152991 members 
Mstep: Class 23 contains 15511 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -9.829086e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 149387 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35513 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78356 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43363 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176270 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53363 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 22 contains 152945 members 
Mstep: Class 23 contains 15502 members 
Entering Unmasked Estep 
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Iteration 146Q: 19 clusters Score -9.829094e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 149682 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35496 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78382 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43359 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176167 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53304 members 
Mstep: Class 20 contains 12052 members 
Mstep: Class 22 contains 152904 members 
Mstep: Class 23 contains 15497 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -9.829101e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 149972 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35488 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78417 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43355 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176085 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53229 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 22 contains 152858 members 
Mstep: Class 23 contains 15489 members 
Entering Unmasked Estep 
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Iteration 148Q: 19 clusters Score -9.829093e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 150249 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35459 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78443 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43348 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176031 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53157 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 22 contains 152806 members 
Mstep: Class 23 contains 15491 members 
Entering Unmasked Estep 
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Iteration 149Q: 19 clusters Score -9.829097e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 150537 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35438 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78471 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43356 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175937 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53102 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 22 contains 152736 members 
Mstep: Class 23 contains 15489 members 
Entering Unmasked Estep 
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Iteration 150Q: 19 clusters Score -9.82909e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 150794 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35406 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78502 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43359 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175879 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53047 members 
Mstep: Class 20 contains 12058 members 
Mstep: Class 22 contains 152681 members 
Mstep: Class 23 contains 15483 members 
Entering Unmasked Estep 
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Iteration 151Q: 19 clusters Score -9.829104e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 151053 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35388 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78528 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 407 members 
Mstep: Class 11 contains 43346 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175819 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52990 members 
Mstep: Class 20 contains 12056 members 
Mstep: Class 22 contains 152617 members 
Mstep: Class 23 contains 15488 members 
Entering Unmasked Estep 
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Iteration 152Q: 19 clusters Score -9.829115e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 151351 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35354 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78550 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 43327 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175750 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52921 members 
Mstep: Class 20 contains 12062 members 
Mstep: Class 22 contains 152562 members 
Mstep: Class 23 contains 15497 members 
Entering Unmasked Estep 
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Iteration 153Q: 19 clusters Score -9.829106e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 151648 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35321 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78582 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7427 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 43308 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175684 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52853 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 22 contains 152513 members 
Mstep: Class 23 contains 15499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290880.000000 Penalty: 60574.269531
Iteration 154Q: 19 clusters Score -9.829088e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 151982 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35265 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78618 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7428 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 43283 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175635 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52802 members 
Mstep: Class 20 contains 12064 members 
Mstep: Class 22 contains 152407 members 
Mstep: Class 23 contains 15490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290856.000000 Penalty: 60574.269531
Iteration 155Q: 19 clusters Score -9.829086e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 152314 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35198 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78655 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7430 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43272 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175574 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52747 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 22 contains 152324 members 
Mstep: Class 23 contains 15486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290832.000000 Penalty: 60574.269531
Iteration 156Q: 19 clusters Score -9.829083e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 152622 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35139 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78709 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43271 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175520 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52678 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 22 contains 152240 members 
Mstep: Class 23 contains 15482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291032.000000 Penalty: 60574.269531
Iteration 157Q: 19 clusters Score -9.829103e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 152905 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35089 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78745 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7434 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43263 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175529 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52625 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 22 contains 152143 members 
Mstep: Class 23 contains 15478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291040.000000 Penalty: 60574.269531
Iteration 158Q: 19 clusters Score -9.829104e+07 nChanged 1011
Entering ConstructFrom: 
Score: -98291040.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (49369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Entering Unmasked Estep 
Score: -6381774.500000 Penalty: 2680.155518
	Iteration 0F: 2 clusters Score -6381774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -6348417.500000 Penalty: 5360.311035
	Iteration 0F: 3 clusters Score -6348418 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6360838.500000 Penalty: 5360.311035
	Iteration 1F: 3 clusters Score -6360838 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -6361320.500000 Penalty: 5360.311035
	Iteration 2Q: 3 clusters Score -6361320 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6361763.000000 Penalty: 5360.311035
	Iteration 3Q: 3 clusters Score -6361763 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -6362397.500000 Penalty: 5360.311035
	Iteration 4Q: 3 clusters Score -6362398 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -6363273.000000 Penalty: 5360.311035
	Iteration 5Q: 3 clusters Score -6363273 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -6364520.000000 Penalty: 5360.311035
	Iteration 6F: 3 clusters Score -6364520 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -6366554.500000 Penalty: 5360.311035
	Iteration 7F: 3 clusters Score -6366554 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -6369612.000000 Penalty: 5360.311035
	Iteration 8F: 3 clusters Score -6369612 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -6373381.500000 Penalty: 5360.311035
	Iteration 9F: 3 clusters Score -6373382 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6376423.000000 Penalty: 5360.311035
	Iteration 10F: 3 clusters Score -6376423 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6378120.000000 Penalty: 5360.311035
	Iteration 11Q: 3 clusters Score -6378120 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6378848.000000 Penalty: 5360.311035
	Iteration 12Q: 3 clusters Score -6378848 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6379142.500000 Penalty: 5360.311035
	Iteration 13Q: 3 clusters Score -6379142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6379289.000000 Penalty: 5360.311035
	Iteration 14Q: 3 clusters Score -6379289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6379361.000000 Penalty: 5360.311035
	Iteration 15Q: 3 clusters Score -6379361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6379417.000000 Penalty: 5360.311035
	Iteration 16Q: 3 clusters Score -6379417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6379457.500000 Penalty: 5360.311035
	Iteration 17Q: 3 clusters Score -6379458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6379488.500000 Penalty: 5360.311035
	Iteration 18Q: 3 clusters Score -6379488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6379501.000000 Penalty: 5360.311035
	Iteration 19Q: 3 clusters Score -6379501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6379506.500000 Penalty: 5360.311035
	Iteration 20F: 3 clusters Score -6379506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6379511.000000 Penalty: 5360.311035
	Iteration 21Q: 3 clusters Score -6379511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6379512.500000 Penalty: 5360.311035
	Iteration 22Q: 3 clusters Score -6379512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6379518.000000 Penalty: 5360.311035
	Iteration 23Q: 3 clusters Score -6379518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6379517.500000 Penalty: 5360.311035
	Iteration 24Q: 3 clusters Score -6379518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6379518.500000 Penalty: 5360.311035
	Iteration 25Q: 3 clusters Score -6379518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6379518.500000 Penalty: 5360.311035
	Iteration 26F: 3 clusters Score -6379518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (153183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Entering Unmasked Estep 
Score: -19646046.000000 Penalty: 2960.968262
	Iteration 0F: 2 clusters Score -1.964605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -19543642.000000 Penalty: 5921.936523
	Iteration 0F: 3 clusters Score -1.954364e+07 nChanged 73270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -19585798.000000 Penalty: 5921.936523
	Iteration 1F: 3 clusters Score -1.95858e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -19586594.000000 Penalty: 5921.936523
	Iteration 2Q: 3 clusters Score -1.958659e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -19587504.000000 Penalty: 5921.936523
	Iteration 3Q: 3 clusters Score -1.95875e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -19588612.000000 Penalty: 5921.936523
	Iteration 4Q: 3 clusters Score -1.958861e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -19590364.000000 Penalty: 5921.936523
	Iteration 5Q: 3 clusters Score -1.959036e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -19593092.000000 Penalty: 5921.936523
	Iteration 6Q: 3 clusters Score -1.959309e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100910 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -19597466.000000 Penalty: 5921.936523
	Iteration 7F: 3 clusters Score -1.959747e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -19604838.000000 Penalty: 5921.936523
	Iteration 8F: 3 clusters Score -1.960484e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124182 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -19615656.000000 Penalty: 5921.936523
	Iteration 9F: 3 clusters Score -1.961566e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -19627602.000000 Penalty: 5921.936523
	Iteration 10F: 3 clusters Score -1.96276e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -19636784.000000 Penalty: 5921.936523
	Iteration 11F: 3 clusters Score -1.963678e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -19641246.000000 Penalty: 5921.936523
	Iteration 12Q: 3 clusters Score -1.964125e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19642742.000000 Penalty: 5921.936523
	Iteration 13Q: 3 clusters Score -1.964274e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19643168.000000 Penalty: 5921.936523
	Iteration 14Q: 3 clusters Score -1.964317e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19643320.000000 Penalty: 5921.936523
	Iteration 15Q: 3 clusters Score -1.964332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152926 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19643366.000000 Penalty: 5921.936523
	Iteration 16Q: 3 clusters Score -1.964337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152937 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19643386.000000 Penalty: 5921.936523
	Iteration 17Q: 3 clusters Score -1.964339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19643386.000000 Penalty: 5921.936523
	Iteration 18Q: 3 clusters Score -1.964339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19643416.000000 Penalty: 5921.936523
	Iteration 19Q: 3 clusters Score -1.964342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152952 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19643434.000000 Penalty: 5921.936523
	Iteration 20F: 3 clusters Score -1.964343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19643420.000000 Penalty: 5921.936523
	Iteration 21Q: 3 clusters Score -1.964342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152955 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19643436.000000 Penalty: 5921.936523
	Iteration 22Q: 3 clusters Score -1.964344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19643434.000000 Penalty: 5921.936523
	Iteration 23Q: 3 clusters Score -1.964343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19643442.000000 Penalty: 5921.936523
	Iteration 24Q: 3 clusters Score -1.964344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19643442.000000 Penalty: 5921.936523
	Iteration 25F: 3 clusters Score -1.964344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -74257.640625 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -74257.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72630.906250 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -72630.91 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72828.570312 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -72828.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72879.171875 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -72879.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72899.414062 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -72899.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72910.687500 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -72910.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72922.492188 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -72922.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72932.312500 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -72932.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72940.796875 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -72940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72951.789062 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -72951.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72960.250000 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -72960.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72962.289062 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -72962.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72965.148438 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -72965.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72968.593750 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -72968.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72972.882812 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -72972.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72974.976562 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -72974.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72974.976562 Penalty: 3193.917725
	Iteration 15F: 3 clusters Score -72974.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45873.386719 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45873.39 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46237.316406 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46237.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46552.386719 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46552.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46813.644531 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46813.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47002.855469 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -47002.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47142.058594 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -47142.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47224.246094 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -47224.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47323.863281 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -47323.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47406.656250 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47406.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47447.039062 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47447.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47462.542969 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47462.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47500.527344 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -47500.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47551.582031 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -47551.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47594.566406 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -47594.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47631.781250 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -47631.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47631.781250 Penalty: 3058.047119
	Iteration 15F: 3 clusters Score -47631.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 153183 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 35032 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78778 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43252 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175558 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 222 members 
Mstep: Class 18 contains 52572 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 22 contains 152042 members 
Mstep: Class 23 contains 15466 members 
Entering Unmasked Estep 
Score: -98289552.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98291040.000000 to -98289552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -4538377.000000 Penalty: 2595.076172
	Iteration 0F: 2 clusters Score -4538377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4514612.000000 Penalty: 5190.152344
	Iteration 0F: 3 clusters Score -4514612 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4523089.000000 Penalty: 5190.152344
	Iteration 1F: 3 clusters Score -4523089 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4523528.500000 Penalty: 5190.152344
	Iteration 2Q: 3 clusters Score -4523528 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4523931.500000 Penalty: 5190.152344
	Iteration 3Q: 3 clusters Score -4523932 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4524299.500000 Penalty: 5190.152344
	Iteration 4Q: 3 clusters Score -4524300 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4524641.000000 Penalty: 5190.152344
	Iteration 5Q: 3 clusters Score -4524641 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4525055.500000 Penalty: 5190.152344
	Iteration 6Q: 3 clusters Score -4525056 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4525571.500000 Penalty: 5190.152344
	Iteration 7Q: 3 clusters Score -4525572 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4526214.500000 Penalty: 5190.152344
	Iteration 8Q: 3 clusters Score -4526214 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4526988.500000 Penalty: 5190.152344
	Iteration 9Q: 3 clusters Score -4526988 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4528052.500000 Penalty: 5190.152344
	Iteration 10Q: 3 clusters Score -4528052 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4529373.000000 Penalty: 5190.152344
	Iteration 11F: 3 clusters Score -4529373 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4530875.500000 Penalty: 5190.152344
	Iteration 12F: 3 clusters Score -4530876 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4532183.000000 Penalty: 5190.152344
	Iteration 13Q: 3 clusters Score -4532183 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4533077.500000 Penalty: 5190.152344
	Iteration 14Q: 3 clusters Score -4533078 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4533668.500000 Penalty: 5190.152344
	Iteration 15Q: 3 clusters Score -4533668 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4534143.000000 Penalty: 5190.152344
	Iteration 16Q: 3 clusters Score -4534143 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4534460.000000 Penalty: 5190.152344
	Iteration 17Q: 3 clusters Score -4534460 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4534707.000000 Penalty: 5190.152344
	Iteration 18Q: 3 clusters Score -4534707 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4534916.000000 Penalty: 5190.152344
	Iteration 19Q: 3 clusters Score -4534916 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4535090.000000 Penalty: 5190.152344
	Iteration 20F: 3 clusters Score -4535090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4535206.000000 Penalty: 5190.152344
	Iteration 21Q: 3 clusters Score -4535206 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4535348.500000 Penalty: 5190.152344
	Iteration 22Q: 3 clusters Score -4535348 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4535465.000000 Penalty: 5190.152344
	Iteration 23Q: 3 clusters Score -4535465 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4535563.000000 Penalty: 5190.152344
	Iteration 24Q: 3 clusters Score -4535563 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4535637.500000 Penalty: 5190.152344
	Iteration 25Q: 3 clusters Score -4535638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4535685.500000 Penalty: 5190.152344
	Iteration 26Q: 3 clusters Score -4535686 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4535744.500000 Penalty: 5190.152344
	Iteration 27Q: 3 clusters Score -4535744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4535783.500000 Penalty: 5190.152344
	Iteration 28Q: 3 clusters Score -4535784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4535817.500000 Penalty: 5190.152344
	Iteration 29Q: 3 clusters Score -4535818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4535836.500000 Penalty: 5190.152344
	Iteration 30Q: 3 clusters Score -4535836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4535871.500000 Penalty: 5190.152344
	Iteration 31Q: 3 clusters Score -4535872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4535879.500000 Penalty: 5190.152344
	Iteration 32Q: 3 clusters Score -4535880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4535910.000000 Penalty: 5190.152344
	Iteration 33Q: 3 clusters Score -4535910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4535927.500000 Penalty: 5190.152344
	Iteration 34Q: 3 clusters Score -4535928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4535950.000000 Penalty: 5190.152344
	Iteration 35Q: 3 clusters Score -4535950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4535977.500000 Penalty: 5190.152344
	Iteration 36Q: 3 clusters Score -4535978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4535985.500000 Penalty: 5190.152344
	Iteration 37Q: 3 clusters Score -4535986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4535999.000000 Penalty: 5190.152344
	Iteration 38Q: 3 clusters Score -4535999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4536015.500000 Penalty: 5190.152344
	Iteration 39Q: 3 clusters Score -4536016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4536022.500000 Penalty: 5190.152344
	Iteration 40F: 3 clusters Score -4536022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4536033.500000 Penalty: 5190.152344
	Iteration 41Q: 3 clusters Score -4536034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4536042.000000 Penalty: 5190.152344
	Iteration 42Q: 3 clusters Score -4536042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4536050.000000 Penalty: 5190.152344
	Iteration 43Q: 3 clusters Score -4536050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4536057.500000 Penalty: 5190.152344
	Iteration 44Q: 3 clusters Score -4536058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4536071.000000 Penalty: 5190.152344
	Iteration 45Q: 3 clusters Score -4536071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4536075.000000 Penalty: 5190.152344
	Iteration 46Q: 3 clusters Score -4536075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4536075.000000 Penalty: 5190.152344
	Iteration 47Q: 3 clusters Score -4536075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4536079.500000 Penalty: 5190.152344
	Iteration 48Q: 3 clusters Score -4536080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4536084.000000 Penalty: 5190.152344
	Iteration 49Q: 3 clusters Score -4536084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4536087.500000 Penalty: 5190.152344
	Iteration 50Q: 3 clusters Score -4536088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4536089.000000 Penalty: 5190.152344
	Iteration 51Q: 3 clusters Score -4536089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4536092.500000 Penalty: 5190.152344
	Iteration 52Q: 3 clusters Score -4536092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4536095.000000 Penalty: 5190.152344
	Iteration 53Q: 3 clusters Score -4536095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4536096.500000 Penalty: 5190.152344
	Iteration 54Q: 3 clusters Score -4536096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4536093.000000 Penalty: 5190.152344
	Iteration 55Q: 3 clusters Score -4536093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4536094.000000 Penalty: 5190.152344
	Iteration 56Q: 3 clusters Score -4536094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4536093.500000 Penalty: 5190.152344
	Iteration 57Q: 3 clusters Score -4536094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4536095.000000 Penalty: 5190.152344
	Iteration 58Q: 3 clusters Score -4536095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4536095.000000 Penalty: 5190.152344
	Iteration 59F: 3 clusters Score -4536095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102540.164062 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102540.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103140.773438 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103140.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103472.250000 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103472.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103646.960938 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103770.734375 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -103770.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103878.960938 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103945.953125 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -103946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -104003.703125 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -104003.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104045.226562 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -104045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104061.765625 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -104061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104087.023438 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -104087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104130.242188 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -104130.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104187.679688 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -104187.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104277.531250 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -104277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -104340.343750 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -104340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104363.757812 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -104363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104377.734375 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -104377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104382.187500 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -104382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104383.203125 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -104383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104383.203125 Penalty: 3404.964355
	Iteration 19F: 3 clusters Score -104383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Entering Unmasked Estep 
Score: -9859410.000000 Penalty: 2796.048584
	Iteration 0F: 2 clusters Score -9859410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -9806415.000000 Penalty: 5592.097168
	Iteration 0F: 3 clusters Score -9806415 nChanged 37036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -9827207.000000 Penalty: 5592.097168
	Iteration 1F: 3 clusters Score -9827207 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -9827939.000000 Penalty: 5592.097168
	Iteration 2Q: 3 clusters Score -9827939 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -9828745.000000 Penalty: 5592.097168
	Iteration 3Q: 3 clusters Score -9828745 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -9829836.000000 Penalty: 5592.097168
	Iteration 4Q: 3 clusters Score -9829836 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -9831608.000000 Penalty: 5592.097168
	Iteration 5Q: 3 clusters Score -9831608 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9834357.000000 Penalty: 5592.097168
	Iteration 6F: 3 clusters Score -9834357 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -9838170.000000 Penalty: 5592.097168
	Iteration 7F: 3 clusters Score -9838170 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -9842947.000000 Penalty: 5592.097168
	Iteration 8F: 3 clusters Score -9842947 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -9847700.000000 Penalty: 5592.097168
	Iteration 9F: 3 clusters Score -9847700 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -9851272.000000 Penalty: 5592.097168
	Iteration 10F: 3 clusters Score -9851272 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -9853600.000000 Penalty: 5592.097168
	Iteration 11Q: 3 clusters Score -9853600 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -9854972.000000 Penalty: 5592.097168
	Iteration 12Q: 3 clusters Score -9854972 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9855770.000000 Penalty: 5592.097168
	Iteration 13Q: 3 clusters Score -9855770 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -9856249.000000 Penalty: 5592.097168
	Iteration 14Q: 3 clusters Score -9856249 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -9856607.000000 Penalty: 5592.097168
	Iteration 15Q: 3 clusters Score -9856607 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -9856805.000000 Penalty: 5592.097168
	Iteration 16Q: 3 clusters Score -9856805 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -9856970.000000 Penalty: 5592.097168
	Iteration 17Q: 3 clusters Score -9856970 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -9857077.000000 Penalty: 5592.097168
	Iteration 18Q: 3 clusters Score -9857077 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -9857209.000000 Penalty: 5592.097168
	Iteration 19Q: 3 clusters Score -9857209 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -9857304.000000 Penalty: 5592.097168
	Iteration 20F: 3 clusters Score -9857304 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -9857369.000000 Penalty: 5592.097168
	Iteration 21Q: 3 clusters Score -9857369 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -9857380.000000 Penalty: 5592.097168
	Iteration 22Q: 3 clusters Score -9857380 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -9857426.000000 Penalty: 5592.097168
	Iteration 23Q: 3 clusters Score -9857426 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 75797 members 
Entering Unmasked Estep 
Score: -9857453.000000 Penalty: 5592.097168
	Iteration 24Q: 3 clusters Score -9857453 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -9857505.000000 Penalty: 5592.097168
	Iteration 25Q: 3 clusters Score -9857505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -9857534.000000 Penalty: 5592.097168
	Iteration 26Q: 3 clusters Score -9857534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -9857528.000000 Penalty: 5592.097168
	Iteration 27Q: 3 clusters Score -9857528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -9857542.000000 Penalty: 5592.097168
	Iteration 28Q: 3 clusters Score -9857542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 75782 members 
Entering Unmasked Estep 
Score: -9857579.000000 Penalty: 5592.097168
	Iteration 29Q: 3 clusters Score -9857579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -9857590.000000 Penalty: 5592.097168
	Iteration 30Q: 3 clusters Score -9857590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -9857636.000000 Penalty: 5592.097168
	Iteration 31Q: 3 clusters Score -9857636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
Score: -9857626.000000 Penalty: 5592.097168
	Iteration 32Q: 3 clusters Score -9857626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -9857635.000000 Penalty: 5592.097168
	Iteration 33Q: 3 clusters Score -9857635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 75710 members 
Entering Unmasked Estep 
Score: -9857640.000000 Penalty: 5592.097168
	Iteration 34Q: 3 clusters Score -9857640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -9857660.000000 Penalty: 5592.097168
	Iteration 35Q: 3 clusters Score -9857660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -9857658.000000 Penalty: 5592.097168
	Iteration 36Q: 3 clusters Score -9857658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -9857660.000000 Penalty: 5592.097168
	Iteration 37Q: 3 clusters Score -9857660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -9857672.000000 Penalty: 5592.097168
	Iteration 38Q: 3 clusters Score -9857672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -9857674.000000 Penalty: 5592.097168
	Iteration 39Q: 3 clusters Score -9857674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -9857683.000000 Penalty: 5592.097168
	Iteration 40F: 3 clusters Score -9857683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -9857686.000000 Penalty: 5592.097168
	Iteration 41Q: 3 clusters Score -9857686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -9857708.000000 Penalty: 5592.097168
	Iteration 42Q: 3 clusters Score -9857708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -9857701.000000 Penalty: 5592.097168
	Iteration 43Q: 3 clusters Score -9857701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -9857700.000000 Penalty: 5592.097168
	Iteration 44Q: 3 clusters Score -9857700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -9857709.000000 Penalty: 5592.097168
	Iteration 45Q: 3 clusters Score -9857709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -9857700.000000 Penalty: 5592.097168
	Iteration 46Q: 3 clusters Score -9857700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -9857709.000000 Penalty: 5592.097168
	Iteration 47Q: 3 clusters Score -9857709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -9857713.000000 Penalty: 5592.097168
	Iteration 48Q: 3 clusters Score -9857713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -9857715.000000 Penalty: 5592.097168
	Iteration 49Q: 3 clusters Score -9857715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 5592.097168
	Iteration 50Q: 3 clusters Score -9857719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -9857729.000000 Penalty: 5592.097168
	Iteration 51Q: 3 clusters Score -9857729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -9857727.000000 Penalty: 5592.097168
	Iteration 52Q: 3 clusters Score -9857727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -9857720.000000 Penalty: 5592.097168
	Iteration 53Q: 3 clusters Score -9857720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -9857720.000000 Penalty: 5592.097168
	Iteration 54Q: 3 clusters Score -9857720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -9857716.000000 Penalty: 5592.097168
	Iteration 55Q: 3 clusters Score -9857716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -9857716.000000 Penalty: 5592.097168
	Iteration 56Q: 3 clusters Score -9857716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -9857714.000000 Penalty: 5592.097168
	Iteration 57Q: 3 clusters Score -9857714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -9857716.000000 Penalty: 5592.097168
	Iteration 58Q: 3 clusters Score -9857716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 5592.097168
	Iteration 59Q: 3 clusters Score -9857719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -9857721.000000 Penalty: 5592.097168
	Iteration 60F: 3 clusters Score -9857721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -9857718.000000 Penalty: 5592.097168
	Iteration 61Q: 3 clusters Score -9857718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 5592.097168
	Iteration 62Q: 3 clusters Score -9857719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -9857726.000000 Penalty: 5592.097168
	Iteration 63Q: 3 clusters Score -9857726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 5592.097168
	Iteration 64Q: 3 clusters Score -9857719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -9857704.000000 Penalty: 5592.097168
	Iteration 65Q: 3 clusters Score -9857704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 5592.097168
	Iteration 66Q: 3 clusters Score -9857719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
Score: -9857727.000000 Penalty: 5592.097168
	Iteration 67Q: 3 clusters Score -9857727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -9857719.000000 Penalty: 5592.097168
	Iteration 68Q: 3 clusters Score -9857719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -9857724.000000 Penalty: 5592.097168
	Iteration 69Q: 3 clusters Score -9857724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -9857731.000000 Penalty: 5592.097168
	Iteration 70Q: 3 clusters Score -9857731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -9857725.000000 Penalty: 5592.097168
	Iteration 71Q: 3 clusters Score -9857725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -9857728.000000 Penalty: 5592.097168
	Iteration 72Q: 3 clusters Score -9857728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -9857721.000000 Penalty: 5592.097168
	Iteration 73Q: 3 clusters Score -9857721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -9857733.000000 Penalty: 5592.097168
	Iteration 74Q: 3 clusters Score -9857733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -9857734.000000 Penalty: 5592.097168
	Iteration 75Q: 3 clusters Score -9857734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -9857751.000000 Penalty: 5592.097168
	Iteration 76Q: 3 clusters Score -9857751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -9857756.000000 Penalty: 5592.097168
	Iteration 77Q: 3 clusters Score -9857756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -9857768.000000 Penalty: 5592.097168
	Iteration 78Q: 3 clusters Score -9857768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -9857760.000000 Penalty: 5592.097168
	Iteration 79Q: 3 clusters Score -9857760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -9857755.000000 Penalty: 5592.097168
	Iteration 80F: 3 clusters Score -9857755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -9857750.000000 Penalty: 5592.097168
	Iteration 81Q: 3 clusters Score -9857750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -9857765.000000 Penalty: 5592.097168
	Iteration 82Q: 3 clusters Score -9857765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -9857757.000000 Penalty: 5592.097168
	Iteration 83Q: 3 clusters Score -9857757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -9857760.000000 Penalty: 5592.097168
	Iteration 84Q: 3 clusters Score -9857760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -9857760.000000 Penalty: 5592.097168
	Iteration 85Q: 3 clusters Score -9857760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -9857764.000000 Penalty: 5592.097168
	Iteration 86Q: 3 clusters Score -9857764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -9857769.000000 Penalty: 5592.097168
	Iteration 87Q: 3 clusters Score -9857769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -9857776.000000 Penalty: 5592.097168
	Iteration 88Q: 3 clusters Score -9857776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -9857763.000000 Penalty: 5592.097168
	Iteration 89Q: 3 clusters Score -9857763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -9857763.000000 Penalty: 5592.097168
	Iteration 90Q: 3 clusters Score -9857763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9857761.000000 Penalty: 5592.097168
	Iteration 91Q: 3 clusters Score -9857761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -9857766.000000 Penalty: 5592.097168
	Iteration 92Q: 3 clusters Score -9857766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -9857756.000000 Penalty: 5592.097168
	Iteration 93Q: 3 clusters Score -9857756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -9857759.000000 Penalty: 5592.097168
	Iteration 94Q: 3 clusters Score -9857759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -9857760.000000 Penalty: 5592.097168
	Iteration 95Q: 3 clusters Score -9857760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -9857760.000000 Penalty: 5592.097168
	Iteration 96Q: 3 clusters Score -9857760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -9857764.000000 Penalty: 5592.097168
	Iteration 97Q: 3 clusters Score -9857764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -9857757.000000 Penalty: 5592.097168
	Iteration 98Q: 3 clusters Score -9857757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -9857752.000000 Penalty: 5592.097168
	Iteration 99Q: 3 clusters Score -9857752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -9857754.000000 Penalty: 5592.097168
	Iteration 100F: 3 clusters Score -9857754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -9857764.000000 Penalty: 5592.097168
	Iteration 101Q: 3 clusters Score -9857764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -9857761.000000 Penalty: 5592.097168
	Iteration 102Q: 3 clusters Score -9857761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -9857772.000000 Penalty: 5592.097168
	Iteration 103Q: 3 clusters Score -9857772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -9857775.000000 Penalty: 5592.097168
	Iteration 104Q: 3 clusters Score -9857775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -9857775.000000 Penalty: 5592.097168
	Iteration 105Q: 3 clusters Score -9857775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -9857780.000000 Penalty: 5592.097168
	Iteration 106Q: 3 clusters Score -9857780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -9857770.000000 Penalty: 5592.097168
	Iteration 107Q: 3 clusters Score -9857770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -9857772.000000 Penalty: 5592.097168
	Iteration 108Q: 3 clusters Score -9857772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
Score: -9857771.000000 Penalty: 5592.097168
	Iteration 109Q: 3 clusters Score -9857771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -9857765.000000 Penalty: 5592.097168
	Iteration 110Q: 3 clusters Score -9857765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -9857765.000000 Penalty: 5592.097168
	Iteration 111F: 3 clusters Score -9857765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -422651.968750 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -422652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -419139.000000 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -419139 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -419861.156250 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -419861.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -420015.562500 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -420015.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -420104.812500 Penalty: 4030.606445
	Iteration 3Q: 3 clusters Score -420104.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -420164.468750 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -420164.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -420211.906250 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -420211.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -420239.093750 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -420239.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -420265.625000 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -420265.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -420292.718750 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -420292.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -420310.250000 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -420310.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -420330.406250 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -420330.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -420348.156250 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -420348.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -420359.125000 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -420359.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -420367.531250 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -420367.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -420373.375000 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -420373.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -420384.062500 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -420384.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -420388.875000 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -420388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -420392.656250 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -420392.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -420395.656250 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -420395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -420398.812500 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -420398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -420401.843750 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -420401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -420404.593750 Penalty: 4030.606445
	Iteration 21Q: 3 clusters Score -420404.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -420408.843750 Penalty: 4030.606445
	Iteration 22Q: 3 clusters Score -420408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -420411.062500 Penalty: 4030.606445
	Iteration 23Q: 3 clusters Score -420411.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -420412.968750 Penalty: 4030.606445
	Iteration 24Q: 3 clusters Score -420413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -420413.781250 Penalty: 4030.606445
	Iteration 25Q: 3 clusters Score -420413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -420415.593750 Penalty: 4030.606445
	Iteration 26Q: 3 clusters Score -420415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -420415.593750 Penalty: 4030.606445
	Iteration 27Q: 3 clusters Score -420415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -420416.343750 Penalty: 4030.606445
	Iteration 28Q: 3 clusters Score -420416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -420417.750000 Penalty: 4030.606445
	Iteration 29Q: 3 clusters Score -420417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420419.781250 Penalty: 4030.606445
	Iteration 30Q: 3 clusters Score -420419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420420.406250 Penalty: 4030.606445
	Iteration 31Q: 3 clusters Score -420420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -420423.250000 Penalty: 4030.606445
	Iteration 32Q: 3 clusters Score -420423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -420422.687500 Penalty: 4030.606445
	Iteration 33Q: 3 clusters Score -420422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -420423.781250 Penalty: 4030.606445
	Iteration 34Q: 3 clusters Score -420423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -420424.062500 Penalty: 4030.606445
	Iteration 35Q: 3 clusters Score -420424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -420424.968750 Penalty: 4030.606445
	Iteration 36Q: 3 clusters Score -420425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -420425.718750 Penalty: 4030.606445
	Iteration 37Q: 3 clusters Score -420425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -420425.718750 Penalty: 4030.606445
	Iteration 38Q: 3 clusters Score -420425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -420425.500000 Penalty: 4030.606445
	Iteration 39Q: 3 clusters Score -420425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -420426.718750 Penalty: 4030.606445
	Iteration 40F: 3 clusters Score -420426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -420427.406250 Penalty: 4030.606445
	Iteration 41Q: 3 clusters Score -420427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -420429.500000 Penalty: 4030.606445
	Iteration 42Q: 3 clusters Score -420429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -420429.875000 Penalty: 4030.606445
	Iteration 43Q: 3 clusters Score -420429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -420431.531250 Penalty: 4030.606445
	Iteration 44Q: 3 clusters Score -420431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420431.312500 Penalty: 4030.606445
	Iteration 45Q: 3 clusters Score -420431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420431.312500 Penalty: 4030.606445
	Iteration 46F: 3 clusters Score -420431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Entering Unmasked Estep 
Score: -913586.250000 Penalty: 2210.693848
	Iteration 0F: 2 clusters Score -913586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -907491.062500 Penalty: 4421.387695
	Iteration 0F: 3 clusters Score -907491.1 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -909145.687500 Penalty: 4421.387695
	Iteration 1F: 3 clusters Score -909145.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -909517.312500 Penalty: 4421.387695
	Iteration 2F: 3 clusters Score -909517.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -909831.687500 Penalty: 4421.387695
	Iteration 3F: 3 clusters Score -909831.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -910130.125000 Penalty: 4421.387695
	Iteration 4F: 3 clusters Score -910130.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -910411.375000 Penalty: 4421.387695
	Iteration 5F: 3 clusters Score -910411.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -910688.500000 Penalty: 4421.387695
	Iteration 6F: 3 clusters Score -910688.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -910953.312500 Penalty: 4421.387695
	Iteration 7F: 3 clusters Score -910953.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -911213.750000 Penalty: 4421.387695
	Iteration 8F: 3 clusters Score -911213.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -911434.625000 Penalty: 4421.387695
	Iteration 9Q: 3 clusters Score -911434.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -911614.812500 Penalty: 4421.387695
	Iteration 10Q: 3 clusters Score -911614.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -911748.500000 Penalty: 4421.387695
	Iteration 11Q: 3 clusters Score -911748.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -911851.000000 Penalty: 4421.387695
	Iteration 12Q: 3 clusters Score -911851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -911932.062500 Penalty: 4421.387695
	Iteration 13Q: 3 clusters Score -911932.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -911986.375000 Penalty: 4421.387695
	Iteration 14Q: 3 clusters Score -911986.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -912024.875000 Penalty: 4421.387695
	Iteration 15Q: 3 clusters Score -912024.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -912067.625000 Penalty: 4421.387695
	Iteration 16Q: 3 clusters Score -912067.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -912106.125000 Penalty: 4421.387695
	Iteration 17Q: 3 clusters Score -912106.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -912139.125000 Penalty: 4421.387695
	Iteration 18Q: 3 clusters Score -912139.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -912170.250000 Penalty: 4421.387695
	Iteration 19Q: 3 clusters Score -912170.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -912202.000000 Penalty: 4421.387695
	Iteration 20F: 3 clusters Score -912202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -912232.437500 Penalty: 4421.387695
	Iteration 21Q: 3 clusters Score -912232.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -912258.937500 Penalty: 4421.387695
	Iteration 22Q: 3 clusters Score -912258.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -912283.187500 Penalty: 4421.387695
	Iteration 23Q: 3 clusters Score -912283.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -912299.312500 Penalty: 4421.387695
	Iteration 24Q: 3 clusters Score -912299.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -912319.500000 Penalty: 4421.387695
	Iteration 25Q: 3 clusters Score -912319.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -912331.437500 Penalty: 4421.387695
	Iteration 26Q: 3 clusters Score -912331.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -912341.750000 Penalty: 4421.387695
	Iteration 27Q: 3 clusters Score -912341.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -912349.312500 Penalty: 4421.387695
	Iteration 28Q: 3 clusters Score -912349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -912355.250000 Penalty: 4421.387695
	Iteration 29Q: 3 clusters Score -912355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -912359.062500 Penalty: 4421.387695
	Iteration 30Q: 3 clusters Score -912359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -912363.625000 Penalty: 4421.387695
	Iteration 31Q: 3 clusters Score -912363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -912364.312500 Penalty: 4421.387695
	Iteration 32Q: 3 clusters Score -912364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -912363.812500 Penalty: 4421.387695
	Iteration 33Q: 3 clusters Score -912363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -912363.812500 Penalty: 4421.387695
	Iteration 34F: 3 clusters Score -912363.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -42229.281250 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -42229.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40862.675781 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -40862.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41016.496094 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -41016.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41075.136719 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -41075.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41099.445312 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -41099.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41107.613281 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -41107.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41116.957031 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -41116.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41118.964844 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -41118.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41118.964844 Penalty: 2977.927979
	Iteration 7F: 3 clusters Score -41118.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Entering Unmasked Estep 
Score: -5607809.500000 Penalty: 2647.350098
	Iteration 0F: 2 clusters Score -5607810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -5578689.000000 Penalty: 5294.700195
	Iteration 0F: 3 clusters Score -5578689 nChanged 19809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5589438.000000 Penalty: 5294.700195
	Iteration 1F: 3 clusters Score -5589438 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5590009.000000 Penalty: 5294.700195
	Iteration 2Q: 3 clusters Score -5590009 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5590646.000000 Penalty: 5294.700195
	Iteration 3Q: 3 clusters Score -5590646 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5591304.000000 Penalty: 5294.700195
	Iteration 4Q: 3 clusters Score -5591304 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5592259.000000 Penalty: 5294.700195
	Iteration 5Q: 3 clusters Score -5592259 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5593632.000000 Penalty: 5294.700195
	Iteration 6F: 3 clusters Score -5593632 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5595593.500000 Penalty: 5294.700195
	Iteration 7F: 3 clusters Score -5595594 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5598068.000000 Penalty: 5294.700195
	Iteration 8F: 3 clusters Score -5598068 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -5600675.500000 Penalty: 5294.700195
	Iteration 9F: 3 clusters Score -5600676 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5602341.500000 Penalty: 5294.700195
	Iteration 10Q: 3 clusters Score -5602342 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -5603131.000000 Penalty: 5294.700195
	Iteration 11Q: 3 clusters Score -5603131 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5603525.500000 Penalty: 5294.700195
	Iteration 12Q: 3 clusters Score -5603526 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5603762.000000 Penalty: 5294.700195
	Iteration 13Q: 3 clusters Score -5603762 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -5603916.000000 Penalty: 5294.700195
	Iteration 14Q: 3 clusters Score -5603916 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -5604043.000000 Penalty: 5294.700195
	Iteration 15Q: 3 clusters Score -5604043 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5604151.500000 Penalty: 5294.700195
	Iteration 16Q: 3 clusters Score -5604152 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -5604236.500000 Penalty: 5294.700195
	Iteration 17Q: 3 clusters Score -5604236 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5604312.000000 Penalty: 5294.700195
	Iteration 18Q: 3 clusters Score -5604312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -5604380.500000 Penalty: 5294.700195
	Iteration 19Q: 3 clusters Score -5604380 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5604431.000000 Penalty: 5294.700195
	Iteration 20F: 3 clusters Score -5604431 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5604474.500000 Penalty: 5294.700195
	Iteration 21Q: 3 clusters Score -5604474 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5604535.000000 Penalty: 5294.700195
	Iteration 22Q: 3 clusters Score -5604535 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5604595.000000 Penalty: 5294.700195
	Iteration 23Q: 3 clusters Score -5604595 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5604634.500000 Penalty: 5294.700195
	Iteration 24Q: 3 clusters Score -5604634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -5604687.000000 Penalty: 5294.700195
	Iteration 25Q: 3 clusters Score -5604687 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5604739.000000 Penalty: 5294.700195
	Iteration 26Q: 3 clusters Score -5604739 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5604812.500000 Penalty: 5294.700195
	Iteration 27Q: 3 clusters Score -5604812 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -5604870.000000 Penalty: 5294.700195
	Iteration 28Q: 3 clusters Score -5604870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -5604922.500000 Penalty: 5294.700195
	Iteration 29Q: 3 clusters Score -5604922 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5604982.500000 Penalty: 5294.700195
	Iteration 30Q: 3 clusters Score -5604982 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5605022.000000 Penalty: 5294.700195
	Iteration 31Q: 3 clusters Score -5605022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -5605038.000000 Penalty: 5294.700195
	Iteration 32Q: 3 clusters Score -5605038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -5605063.000000 Penalty: 5294.700195
	Iteration 33Q: 3 clusters Score -5605063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -5605088.500000 Penalty: 5294.700195
	Iteration 34Q: 3 clusters Score -5605088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -5605122.000000 Penalty: 5294.700195
	Iteration 35Q: 3 clusters Score -5605122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -5605153.500000 Penalty: 5294.700195
	Iteration 36Q: 3 clusters Score -5605154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -5605192.500000 Penalty: 5294.700195
	Iteration 37Q: 3 clusters Score -5605192 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5605217.000000 Penalty: 5294.700195
	Iteration 38Q: 3 clusters Score -5605217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5605232.000000 Penalty: 5294.700195
	Iteration 39Q: 3 clusters Score -5605232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5605249.000000 Penalty: 5294.700195
	Iteration 40F: 3 clusters Score -5605249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5605260.500000 Penalty: 5294.700195
	Iteration 41Q: 3 clusters Score -5605260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5605279.500000 Penalty: 5294.700195
	Iteration 42Q: 3 clusters Score -5605280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -5605316.000000 Penalty: 5294.700195
	Iteration 43Q: 3 clusters Score -5605316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -5605318.500000 Penalty: 5294.700195
	Iteration 44Q: 3 clusters Score -5605318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5605341.500000 Penalty: 5294.700195
	Iteration 45Q: 3 clusters Score -5605342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -5605364.500000 Penalty: 5294.700195
	Iteration 46Q: 3 clusters Score -5605364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -5605389.000000 Penalty: 5294.700195
	Iteration 47Q: 3 clusters Score -5605389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5605397.500000 Penalty: 5294.700195
	Iteration 48Q: 3 clusters Score -5605398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5605419.500000 Penalty: 5294.700195
	Iteration 49Q: 3 clusters Score -5605420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5605424.500000 Penalty: 5294.700195
	Iteration 50Q: 3 clusters Score -5605424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5605451.000000 Penalty: 5294.700195
	Iteration 51Q: 3 clusters Score -5605451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -5605462.500000 Penalty: 5294.700195
	Iteration 52Q: 3 clusters Score -5605462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5605485.000000 Penalty: 5294.700195
	Iteration 53Q: 3 clusters Score -5605485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5605483.000000 Penalty: 5294.700195
	Iteration 54Q: 3 clusters Score -5605483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5605490.500000 Penalty: 5294.700195
	Iteration 55Q: 3 clusters Score -5605490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5605492.500000 Penalty: 5294.700195
	Iteration 56Q: 3 clusters Score -5605492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -5605504.000000 Penalty: 5294.700195
	Iteration 57Q: 3 clusters Score -5605504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5605504.500000 Penalty: 5294.700195
	Iteration 58Q: 3 clusters Score -5605504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5605523.000000 Penalty: 5294.700195
	Iteration 59Q: 3 clusters Score -5605523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5605527.000000 Penalty: 5294.700195
	Iteration 60F: 3 clusters Score -5605527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5605529.500000 Penalty: 5294.700195
	Iteration 61Q: 3 clusters Score -5605530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5605532.500000 Penalty: 5294.700195
	Iteration 62Q: 3 clusters Score -5605532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -5605533.000000 Penalty: 5294.700195
	Iteration 63Q: 3 clusters Score -5605533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5605532.500000 Penalty: 5294.700195
	Iteration 64Q: 3 clusters Score -5605532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5605541.500000 Penalty: 5294.700195
	Iteration 65Q: 3 clusters Score -5605542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5605538.500000 Penalty: 5294.700195
	Iteration 66Q: 3 clusters Score -5605538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -5605547.000000 Penalty: 5294.700195
	Iteration 67Q: 3 clusters Score -5605547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5605564.000000 Penalty: 5294.700195
	Iteration 68Q: 3 clusters Score -5605564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5605562.500000 Penalty: 5294.700195
	Iteration 69Q: 3 clusters Score -5605562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5605569.500000 Penalty: 5294.700195
	Iteration 70Q: 3 clusters Score -5605570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5605578.500000 Penalty: 5294.700195
	Iteration 71Q: 3 clusters Score -5605578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -5605577.500000 Penalty: 5294.700195
	Iteration 72Q: 3 clusters Score -5605578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5605586.500000 Penalty: 5294.700195
	Iteration 73Q: 3 clusters Score -5605586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -5605585.000000 Penalty: 5294.700195
	Iteration 74Q: 3 clusters Score -5605585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5605589.000000 Penalty: 5294.700195
	Iteration 75Q: 3 clusters Score -5605589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5605586.500000 Penalty: 5294.700195
	Iteration 76Q: 3 clusters Score -5605586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5605594.000000 Penalty: 5294.700195
	Iteration 77Q: 3 clusters Score -5605594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5605597.000000 Penalty: 5294.700195
	Iteration 78Q: 3 clusters Score -5605597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5605596.000000 Penalty: 5294.700195
	Iteration 79Q: 3 clusters Score -5605596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5605596.500000 Penalty: 5294.700195
	Iteration 80F: 3 clusters Score -5605596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66543.234375 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66543.23 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66863.812500 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66863.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67074.953125 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67074.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67253.640625 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67253.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67398.312500 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67398.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67568.406250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67568.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67752.468750 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67752.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67912.390625 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67912.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68128.585938 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68128.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68333.140625 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68333.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68517.609375 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68517.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68558.093750 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68558.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68596.273438 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -68596.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68618.320312 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -68618.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68629.031250 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -68629.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68664.882812 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -68664.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68709.679688 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -68709.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68743.445312 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -68743.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68780.093750 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -68780.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68883.976562 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -68883.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69067.703125 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -69067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69188.148438 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -69188.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69188.148438 Penalty: 3191.535156
	Iteration 22F: 3 clusters Score -69188.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 153183 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35032 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78778 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43252 members 
Mstep: Class 12 contains 291 members 
Mstep: Class 13 contains 175558 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 332 members 
Mstep: Class 18 contains 52572 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 22 contains 152042 members 
Mstep: Class 23 contains 15466 members 
Entering Unmasked Estep 
Score: -98290280.000000 Penalty: 63939.507812
Splitting cluster 12 changes total score from -98291040.000000 to -98290280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (175558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175558 members 
Entering Unmasked Estep 
Score: -22480494.000000 Penalty: 2994.779785
	Iteration 0F: 2 clusters Score -2.248049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -22364402.000000 Penalty: 5989.559570
	Iteration 0F: 3 clusters Score -2.23644e+07 nChanged 84179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -22413210.000000 Penalty: 5989.559570
	Iteration 1F: 3 clusters Score -2.241321e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -22414222.000000 Penalty: 5989.559570
	Iteration 2Q: 3 clusters Score -2.241422e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -22415770.000000 Penalty: 5989.559570
	Iteration 3Q: 3 clusters Score -2.241577e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -22418566.000000 Penalty: 5989.559570
	Iteration 4Q: 3 clusters Score -2.241857e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -22424534.000000 Penalty: 5989.559570
	Iteration 5F: 3 clusters Score -2.242453e+07 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -22435230.000000 Penalty: 5989.559570
	Iteration 6F: 3 clusters Score -2.243523e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -22451172.000000 Penalty: 5989.559570
	Iteration 7F: 3 clusters Score -2.245117e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -22466344.000000 Penalty: 5989.559570
	Iteration 8F: 3 clusters Score -2.246634e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -22474112.000000 Penalty: 5989.559570
	Iteration 9Q: 3 clusters Score -2.247411e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173750 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -22476680.000000 Penalty: 5989.559570
	Iteration 10Q: 3 clusters Score -2.247668e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22477566.000000 Penalty: 5989.559570
	Iteration 11Q: 3 clusters Score -2.247757e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22477794.000000 Penalty: 5989.559570
	Iteration 12Q: 3 clusters Score -2.247779e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22477930.000000 Penalty: 5989.559570
	Iteration 13Q: 3 clusters Score -2.247793e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22477972.000000 Penalty: 5989.559570
	Iteration 14Q: 3 clusters Score -2.247797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175143 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22478020.000000 Penalty: 5989.559570
	Iteration 15Q: 3 clusters Score -2.247802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22478010.000000 Penalty: 5989.559570
	Iteration 16Q: 3 clusters Score -2.247801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175169 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22478032.000000 Penalty: 5989.559570
	Iteration 17Q: 3 clusters Score -2.247803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22478038.000000 Penalty: 5989.559570
	Iteration 18Q: 3 clusters Score -2.247804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22478058.000000 Penalty: 5989.559570
	Iteration 19Q: 3 clusters Score -2.247806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22478066.000000 Penalty: 5989.559570
	Iteration 20F: 3 clusters Score -2.247807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175196 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22478078.000000 Penalty: 5989.559570
	Iteration 21Q: 3 clusters Score -2.247808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22478098.000000 Penalty: 5989.559570
	Iteration 22Q: 3 clusters Score -2.24781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22478084.000000 Penalty: 5989.559570
	Iteration 23Q: 3 clusters Score -2.247808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175205 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22478088.000000 Penalty: 5989.559570
	Iteration 24Q: 3 clusters Score -2.247809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175204 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22478100.000000 Penalty: 5989.559570
	Iteration 25Q: 3 clusters Score -2.24781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175205 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22478108.000000 Penalty: 5989.559570
	Iteration 26Q: 3 clusters Score -2.247811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22478102.000000 Penalty: 5989.559570
	Iteration 27Q: 3 clusters Score -2.24781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22478108.000000 Penalty: 5989.559570
	Iteration 28Q: 3 clusters Score -2.247811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22478102.000000 Penalty: 5989.559570
	Iteration 29Q: 3 clusters Score -2.24781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22478108.000000 Penalty: 5989.559570
	Iteration 30Q: 3 clusters Score -2.247811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22478104.000000 Penalty: 5989.559570
	Iteration 31Q: 3 clusters Score -2.24781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22478104.000000 Penalty: 5989.559570
	Iteration 32F: 3 clusters Score -2.24781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75135.476562 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75135.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75494.125000 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75494.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75686.382812 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75686.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75780.109375 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -75780.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75811.015625 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -75811.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75838.835938 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -75838.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75874.437500 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -75874.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75902.218750 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -75902.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75920.070312 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -75920.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75924.414062 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -75924.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75931.984375 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -75931.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75937.132812 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -75937.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75938.601562 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -75938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75938.898438 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -75938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75944.492188 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -75944.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75944.492188 Penalty: 3250.750977
	Iteration 15F: 3 clusters Score -75944.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Entering Unmasked Estep 
Score: -6781215.500000 Penalty: 2695.744873
	Iteration 0F: 2 clusters Score -6781216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6745904.500000 Penalty: 5391.489746
	Iteration 0F: 3 clusters Score -6745904 nChanged 24134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6758969.500000 Penalty: 5391.489746
	Iteration 1F: 3 clusters Score -6758970 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -6759489.500000 Penalty: 5391.489746
	Iteration 2Q: 3 clusters Score -6759490 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6759975.000000 Penalty: 5391.489746
	Iteration 3Q: 3 clusters Score -6759975 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6760407.000000 Penalty: 5391.489746
	Iteration 4Q: 3 clusters Score -6760407 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6760837.500000 Penalty: 5391.489746
	Iteration 5Q: 3 clusters Score -6760838 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -6761315.500000 Penalty: 5391.489746
	Iteration 6Q: 3 clusters Score -6761316 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6761876.000000 Penalty: 5391.489746
	Iteration 7Q: 3 clusters Score -6761876 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -6762623.000000 Penalty: 5391.489746
	Iteration 8Q: 3 clusters Score -6762623 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -6763656.000000 Penalty: 5391.489746
	Iteration 9Q: 3 clusters Score -6763656 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -6765063.500000 Penalty: 5391.489746
	Iteration 10Q: 3 clusters Score -6765064 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -6767136.000000 Penalty: 5391.489746
	Iteration 11F: 3 clusters Score -6767136 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -6769680.000000 Penalty: 5391.489746
	Iteration 12F: 3 clusters Score -6769680 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6772202.000000 Penalty: 5391.489746
	Iteration 13F: 3 clusters Score -6772202 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -6774548.000000 Penalty: 5391.489746
	Iteration 14F: 3 clusters Score -6774548 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6776323.500000 Penalty: 5391.489746
	Iteration 15Q: 3 clusters Score -6776324 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6777439.500000 Penalty: 5391.489746
	Iteration 16Q: 3 clusters Score -6777440 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6777968.000000 Penalty: 5391.489746
	Iteration 17Q: 3 clusters Score -6777968 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6778240.000000 Penalty: 5391.489746
	Iteration 18Q: 3 clusters Score -6778240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6778418.500000 Penalty: 5391.489746
	Iteration 19Q: 3 clusters Score -6778418 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6778524.000000 Penalty: 5391.489746
	Iteration 20F: 3 clusters Score -6778524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6778606.000000 Penalty: 5391.489746
	Iteration 21Q: 3 clusters Score -6778606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6778689.000000 Penalty: 5391.489746
	Iteration 22Q: 3 clusters Score -6778689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6778742.000000 Penalty: 5391.489746
	Iteration 23Q: 3 clusters Score -6778742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6778766.000000 Penalty: 5391.489746
	Iteration 24Q: 3 clusters Score -6778766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6778815.000000 Penalty: 5391.489746
	Iteration 25Q: 3 clusters Score -6778815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6778824.500000 Penalty: 5391.489746
	Iteration 26Q: 3 clusters Score -6778824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6778837.000000 Penalty: 5391.489746
	Iteration 27Q: 3 clusters Score -6778837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6778849.500000 Penalty: 5391.489746
	Iteration 28Q: 3 clusters Score -6778850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6778859.500000 Penalty: 5391.489746
	Iteration 29Q: 3 clusters Score -6778860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6778869.500000 Penalty: 5391.489746
	Iteration 30Q: 3 clusters Score -6778870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6778887.000000 Penalty: 5391.489746
	Iteration 31Q: 3 clusters Score -6778887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6778895.000000 Penalty: 5391.489746
	Iteration 32Q: 3 clusters Score -6778895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6778897.000000 Penalty: 5391.489746
	Iteration 33Q: 3 clusters Score -6778897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6778891.000000 Penalty: 5391.489746
	Iteration 34Q: 3 clusters Score -6778891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6778894.500000 Penalty: 5391.489746
	Iteration 35Q: 3 clusters Score -6778894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6778896.500000 Penalty: 5391.489746
	Iteration 36Q: 3 clusters Score -6778896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6778896.500000 Penalty: 5391.489746
	Iteration 37F: 3 clusters Score -6778896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Entering Unmasked Estep 
Score: -1460219.625000 Penalty: 2330.411377
	Iteration 0F: 2 clusters Score -1460220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1451232.250000 Penalty: 4660.822754
	Iteration 0F: 3 clusters Score -1451232 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1453913.750000 Penalty: 4660.822754
	Iteration 1F: 3 clusters Score -1453914 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1454223.000000 Penalty: 4660.822754
	Iteration 2F: 3 clusters Score -1454223 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1454478.250000 Penalty: 4660.822754
	Iteration 3Q: 3 clusters Score -1454478 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1454740.750000 Penalty: 4660.822754
	Iteration 4Q: 3 clusters Score -1454741 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1454997.125000 Penalty: 4660.822754
	Iteration 5Q: 3 clusters Score -1454997 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1455279.625000 Penalty: 4660.822754
	Iteration 6Q: 3 clusters Score -1455280 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1455594.250000 Penalty: 4660.822754
	Iteration 7Q: 3 clusters Score -1455594 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1455932.750000 Penalty: 4660.822754
	Iteration 8Q: 3 clusters Score -1455933 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1456245.250000 Penalty: 4660.822754
	Iteration 9Q: 3 clusters Score -1456245 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1456594.625000 Penalty: 4660.822754
	Iteration 10Q: 3 clusters Score -1456595 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1456925.000000 Penalty: 4660.822754
	Iteration 11Q: 3 clusters Score -1456925 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1457211.875000 Penalty: 4660.822754
	Iteration 12Q: 3 clusters Score -1457212 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1457491.875000 Penalty: 4660.822754
	Iteration 13Q: 3 clusters Score -1457492 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1457766.000000 Penalty: 4660.822754
	Iteration 14Q: 3 clusters Score -1457766 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1457932.625000 Penalty: 4660.822754
	Iteration 15Q: 3 clusters Score -1457933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1458010.000000 Penalty: 4660.822754
	Iteration 16Q: 3 clusters Score -1458010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1458061.250000 Penalty: 4660.822754
	Iteration 17Q: 3 clusters Score -1458061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1458101.000000 Penalty: 4660.822754
	Iteration 18Q: 3 clusters Score -1458101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1458125.250000 Penalty: 4660.822754
	Iteration 19Q: 3 clusters Score -1458125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1458139.000000 Penalty: 4660.822754
	Iteration 20F: 3 clusters Score -1458139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1458147.500000 Penalty: 4660.822754
	Iteration 21Q: 3 clusters Score -1458148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1458157.875000 Penalty: 4660.822754
	Iteration 22Q: 3 clusters Score -1458158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1458166.375000 Penalty: 4660.822754
	Iteration 23Q: 3 clusters Score -1458166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1458173.125000 Penalty: 4660.822754
	Iteration 24Q: 3 clusters Score -1458173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1458179.000000 Penalty: 4660.822754
	Iteration 25Q: 3 clusters Score -1458179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1458185.500000 Penalty: 4660.822754
	Iteration 26Q: 3 clusters Score -1458186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1458193.500000 Penalty: 4660.822754
	Iteration 27Q: 3 clusters Score -1458194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1458194.250000 Penalty: 4660.822754
	Iteration 28Q: 3 clusters Score -1458194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1458196.375000 Penalty: 4660.822754
	Iteration 29Q: 3 clusters Score -1458196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1458198.500000 Penalty: 4660.822754
	Iteration 30Q: 3 clusters Score -1458198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1458199.875000 Penalty: 4660.822754
	Iteration 31Q: 3 clusters Score -1458200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1458204.625000 Penalty: 4660.822754
	Iteration 32Q: 3 clusters Score -1458205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1458207.750000 Penalty: 4660.822754
	Iteration 33Q: 3 clusters Score -1458208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1458210.875000 Penalty: 4660.822754
	Iteration 34Q: 3 clusters Score -1458211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1458214.875000 Penalty: 4660.822754
	Iteration 35Q: 3 clusters Score -1458215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1458215.000000 Penalty: 4660.822754
	Iteration 36Q: 3 clusters Score -1458215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1458216.750000 Penalty: 4660.822754
	Iteration 37Q: 3 clusters Score -1458217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1458215.750000 Penalty: 4660.822754
	Iteration 38Q: 3 clusters Score -1458216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1458215.750000 Penalty: 4660.822754
	Iteration 39Q: 3 clusters Score -1458216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1458215.750000 Penalty: 4660.822754
	Iteration 40F: 3 clusters Score -1458216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (152042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Entering Unmasked Estep 
Score: -19449266.000000 Penalty: 2959.114258
	Iteration 0F: 2 clusters Score -1.944927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -19347996.000000 Penalty: 5918.228516
	Iteration 0F: 3 clusters Score -1.9348e+07 nChanged 72808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -19390078.000000 Penalty: 5918.228516
	Iteration 1F: 3 clusters Score -1.939008e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -19390730.000000 Penalty: 5918.228516
	Iteration 2Q: 3 clusters Score -1.939073e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -19391538.000000 Penalty: 5918.228516
	Iteration 3Q: 3 clusters Score -1.939154e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -19392500.000000 Penalty: 5918.228516
	Iteration 4Q: 3 clusters Score -1.93925e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -19393502.000000 Penalty: 5918.228516
	Iteration 5Q: 3 clusters Score -1.93935e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -19395186.000000 Penalty: 5918.228516
	Iteration 6Q: 3 clusters Score -1.939519e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -19397306.000000 Penalty: 5918.228516
	Iteration 7Q: 3 clusters Score -1.939731e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -19400874.000000 Penalty: 5918.228516
	Iteration 8Q: 3 clusters Score -1.940087e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -19406536.000000 Penalty: 5918.228516
	Iteration 9F: 3 clusters Score -1.940654e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -19414402.000000 Penalty: 5918.228516
	Iteration 10F: 3 clusters Score -1.94144e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -19423628.000000 Penalty: 5918.228516
	Iteration 11F: 3 clusters Score -1.942363e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106410 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -19430300.000000 Penalty: 5918.228516
	Iteration 12F: 3 clusters Score -1.94303e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -19433058.000000 Penalty: 5918.228516
	Iteration 13Q: 3 clusters Score -1.943306e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110895 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -19434270.000000 Penalty: 5918.228516
	Iteration 14Q: 3 clusters Score -1.943427e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -19435166.000000 Penalty: 5918.228516
	Iteration 15Q: 3 clusters Score -1.943517e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114926 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -19435972.000000 Penalty: 5918.228516
	Iteration 16Q: 3 clusters Score -1.943597e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -19436692.000000 Penalty: 5918.228516
	Iteration 17Q: 3 clusters Score -1.943669e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -19437358.000000 Penalty: 5918.228516
	Iteration 18Q: 3 clusters Score -1.943736e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -19437940.000000 Penalty: 5918.228516
	Iteration 19Q: 3 clusters Score -1.943794e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122609 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -19438610.000000 Penalty: 5918.228516
	Iteration 20F: 3 clusters Score -1.943861e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124417 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -19439240.000000 Penalty: 5918.228516
	Iteration 21Q: 3 clusters Score -1.943924e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126233 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -19439718.000000 Penalty: 5918.228516
	Iteration 22Q: 3 clusters Score -1.943972e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128063 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -19440356.000000 Penalty: 5918.228516
	Iteration 23Q: 3 clusters Score -1.944036e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -19441004.000000 Penalty: 5918.228516
	Iteration 24Q: 3 clusters Score -1.9441e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -19441676.000000 Penalty: 5918.228516
	Iteration 25Q: 3 clusters Score -1.944168e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133222 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -19442206.000000 Penalty: 5918.228516
	Iteration 26Q: 3 clusters Score -1.944221e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -19442710.000000 Penalty: 5918.228516
	Iteration 27Q: 3 clusters Score -1.944271e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136521 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -19443338.000000 Penalty: 5918.228516
	Iteration 28Q: 3 clusters Score -1.944334e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138014 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -19443968.000000 Penalty: 5918.228516
	Iteration 29Q: 3 clusters Score -1.944397e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139390 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -19444506.000000 Penalty: 5918.228516
	Iteration 30Q: 3 clusters Score -1.944451e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140621 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -19444952.000000 Penalty: 5918.228516
	Iteration 31Q: 3 clusters Score -1.944495e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -19445380.000000 Penalty: 5918.228516
	Iteration 32Q: 3 clusters Score -1.944538e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -19445624.000000 Penalty: 5918.228516
	Iteration 33Q: 3 clusters Score -1.944562e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -19445906.000000 Penalty: 5918.228516
	Iteration 34Q: 3 clusters Score -1.944591e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -19446142.000000 Penalty: 5918.228516
	Iteration 35Q: 3 clusters Score -1.944614e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -19446340.000000 Penalty: 5918.228516
	Iteration 36Q: 3 clusters Score -1.944634e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -19446496.000000 Penalty: 5918.228516
	Iteration 37Q: 3 clusters Score -1.94465e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -19446682.000000 Penalty: 5918.228516
	Iteration 38Q: 3 clusters Score -1.944668e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146360 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -19446848.000000 Penalty: 5918.228516
	Iteration 39Q: 3 clusters Score -1.944685e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -19446904.000000 Penalty: 5918.228516
	Iteration 40F: 3 clusters Score -1.94469e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -19447020.000000 Penalty: 5918.228516
	Iteration 41Q: 3 clusters Score -1.944702e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147376 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -19447120.000000 Penalty: 5918.228516
	Iteration 42Q: 3 clusters Score -1.944712e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147612 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -19447196.000000 Penalty: 5918.228516
	Iteration 43Q: 3 clusters Score -1.94472e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -19447242.000000 Penalty: 5918.228516
	Iteration 44Q: 3 clusters Score -1.944724e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148017 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -19447330.000000 Penalty: 5918.228516
	Iteration 45Q: 3 clusters Score -1.944733e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148165 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -19447384.000000 Penalty: 5918.228516
	Iteration 46Q: 3 clusters Score -1.944738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -19447340.000000 Penalty: 5918.228516
	Iteration 47Q: 3 clusters Score -1.944734e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -19447344.000000 Penalty: 5918.228516
	Iteration 48Q: 3 clusters Score -1.944734e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148484 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -19447354.000000 Penalty: 5918.228516
	Iteration 49Q: 3 clusters Score -1.944735e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148569 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -19447370.000000 Penalty: 5918.228516
	Iteration 50Q: 3 clusters Score -1.944737e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -19447364.000000 Penalty: 5918.228516
	Iteration 51Q: 3 clusters Score -1.944736e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -19447348.000000 Penalty: 5918.228516
	Iteration 52Q: 3 clusters Score -1.944735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -19447350.000000 Penalty: 5918.228516
	Iteration 53Q: 3 clusters Score -1.944735e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148831 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19447372.000000 Penalty: 5918.228516
	Iteration 54Q: 3 clusters Score -1.944737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148874 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -19447396.000000 Penalty: 5918.228516
	Iteration 55Q: 3 clusters Score -1.94474e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148928 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -19447404.000000 Penalty: 5918.228516
	Iteration 56Q: 3 clusters Score -1.94474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -19447420.000000 Penalty: 5918.228516
	Iteration 57Q: 3 clusters Score -1.944742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19447422.000000 Penalty: 5918.228516
	Iteration 58Q: 3 clusters Score -1.944742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -19447426.000000 Penalty: 5918.228516
	Iteration 59Q: 3 clusters Score -1.944743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149055 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -19447408.000000 Penalty: 5918.228516
	Iteration 60F: 3 clusters Score -1.944741e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -19447422.000000 Penalty: 5918.228516
	Iteration 61Q: 3 clusters Score -1.944742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149101 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -19447430.000000 Penalty: 5918.228516
	Iteration 62Q: 3 clusters Score -1.944743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -19447438.000000 Penalty: 5918.228516
	Iteration 63Q: 3 clusters Score -1.944744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -19447464.000000 Penalty: 5918.228516
	Iteration 64Q: 3 clusters Score -1.944746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149150 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19447452.000000 Penalty: 5918.228516
	Iteration 65Q: 3 clusters Score -1.944745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -19447462.000000 Penalty: 5918.228516
	Iteration 66Q: 3 clusters Score -1.944746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -19447456.000000 Penalty: 5918.228516
	Iteration 67Q: 3 clusters Score -1.944746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -19447464.000000 Penalty: 5918.228516
	Iteration 68Q: 3 clusters Score -1.944746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -19447464.000000 Penalty: 5918.228516
	Iteration 69Q: 3 clusters Score -1.944746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -19447472.000000 Penalty: 5918.228516
	Iteration 70Q: 3 clusters Score -1.944747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -19447476.000000 Penalty: 5918.228516
	Iteration 71Q: 3 clusters Score -1.944748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149224 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -19447470.000000 Penalty: 5918.228516
	Iteration 72Q: 3 clusters Score -1.944747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -19447476.000000 Penalty: 5918.228516
	Iteration 73Q: 3 clusters Score -1.944748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -19447476.000000 Penalty: 5918.228516
	Iteration 74F: 3 clusters Score -1.944748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Entering Unmasked Estep 
Score: -2012200.625000 Penalty: 2392.307129
	Iteration 0F: 2 clusters Score -2012201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2000951.125000 Penalty: 4784.614258
	Iteration 0F: 3 clusters Score -2000951 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2004806.125000 Penalty: 4784.614258
	Iteration 1F: 3 clusters Score -2004806 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2005343.625000 Penalty: 4784.614258
	Iteration 2F: 3 clusters Score -2005344 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2005854.250000 Penalty: 4784.614258
	Iteration 3F: 3 clusters Score -2005854 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2006432.375000 Penalty: 4784.614258
	Iteration 4F: 3 clusters Score -2006432 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2006983.625000 Penalty: 4784.614258
	Iteration 5Q: 3 clusters Score -2006984 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2007523.000000 Penalty: 4784.614258
	Iteration 6Q: 3 clusters Score -2007523 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2008033.125000 Penalty: 4784.614258
	Iteration 7Q: 3 clusters Score -2008033 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2008528.625000 Penalty: 4784.614258
	Iteration 8Q: 3 clusters Score -2008529 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2008900.625000 Penalty: 4784.614258
	Iteration 9Q: 3 clusters Score -2008901 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2009206.000000 Penalty: 4784.614258
	Iteration 10Q: 3 clusters Score -2009206 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2009427.125000 Penalty: 4784.614258
	Iteration 11Q: 3 clusters Score -2009427 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2009592.125000 Penalty: 4784.614258
	Iteration 12Q: 3 clusters Score -2009592 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2009708.000000 Penalty: 4784.614258
	Iteration 13Q: 3 clusters Score -2009708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2009783.000000 Penalty: 4784.614258
	Iteration 14Q: 3 clusters Score -2009783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2009835.375000 Penalty: 4784.614258
	Iteration 15Q: 3 clusters Score -2009835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2009874.000000 Penalty: 4784.614258
	Iteration 16Q: 3 clusters Score -2009874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2009914.000000 Penalty: 4784.614258
	Iteration 17Q: 3 clusters Score -2009914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2009946.250000 Penalty: 4784.614258
	Iteration 18Q: 3 clusters Score -2009946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2009970.625000 Penalty: 4784.614258
	Iteration 19Q: 3 clusters Score -2009971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2009999.125000 Penalty: 4784.614258
	Iteration 20F: 3 clusters Score -2009999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2010016.375000 Penalty: 4784.614258
	Iteration 21Q: 3 clusters Score -2010016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2010028.250000 Penalty: 4784.614258
	Iteration 22Q: 3 clusters Score -2010028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2010049.000000 Penalty: 4784.614258
	Iteration 23Q: 3 clusters Score -2010049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2010062.000000 Penalty: 4784.614258
	Iteration 24Q: 3 clusters Score -2010062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2010075.250000 Penalty: 4784.614258
	Iteration 25Q: 3 clusters Score -2010075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2010088.125000 Penalty: 4784.614258
	Iteration 26Q: 3 clusters Score -2010088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2010098.375000 Penalty: 4784.614258
	Iteration 27Q: 3 clusters Score -2010098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2010097.750000 Penalty: 4784.614258
	Iteration 28Q: 3 clusters Score -2010098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2010098.750000 Penalty: 4784.614258
	Iteration 29Q: 3 clusters Score -2010099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2010101.250000 Penalty: 4784.614258
	Iteration 30Q: 3 clusters Score -2010101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2010102.625000 Penalty: 4784.614258
	Iteration 31Q: 3 clusters Score -2010103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2010106.750000 Penalty: 4784.614258
	Iteration 32Q: 3 clusters Score -2010107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2010109.250000 Penalty: 4784.614258
	Iteration 33Q: 3 clusters Score -2010109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2010113.500000 Penalty: 4784.614258
	Iteration 34Q: 3 clusters Score -2010114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2010121.125000 Penalty: 4784.614258
	Iteration 35Q: 3 clusters Score -2010121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2010125.375000 Penalty: 4784.614258
	Iteration 36Q: 3 clusters Score -2010125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2010125.500000 Penalty: 4784.614258
	Iteration 37Q: 3 clusters Score -2010126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2010126.125000 Penalty: 4784.614258
	Iteration 38Q: 3 clusters Score -2010126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2010128.375000 Penalty: 4784.614258
	Iteration 39Q: 3 clusters Score -2010128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2010130.500000 Penalty: 4784.614258
	Iteration 40F: 3 clusters Score -2010130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2010135.000000 Penalty: 4784.614258
	Iteration 41Q: 3 clusters Score -2010135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2010146.250000 Penalty: 4784.614258
	Iteration 42Q: 3 clusters Score -2010146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2010154.125000 Penalty: 4784.614258
	Iteration 43Q: 3 clusters Score -2010154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2010163.250000 Penalty: 4784.614258
	Iteration 44Q: 3 clusters Score -2010163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2010169.000000 Penalty: 4784.614258
	Iteration 45Q: 3 clusters Score -2010169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2010174.000000 Penalty: 4784.614258
	Iteration 46Q: 3 clusters Score -2010174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2010177.250000 Penalty: 4784.614258
	Iteration 47Q: 3 clusters Score -2010177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2010178.125000 Penalty: 4784.614258
	Iteration 48Q: 3 clusters Score -2010178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2010179.500000 Penalty: 4784.614258
	Iteration 49Q: 3 clusters Score -2010180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2010184.625000 Penalty: 4784.614258
	Iteration 50Q: 3 clusters Score -2010185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2010187.375000 Penalty: 4784.614258
	Iteration 51Q: 3 clusters Score -2010187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2010187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2010188.875000 Penalty: 4784.614258
	Iteration 53Q: 3 clusters Score -2010189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2010189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2010189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2010189.250000 Penalty: 4784.614258
	Iteration 56F: 3 clusters Score -2010189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 153183 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35032 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78778 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43252 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175558 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52572 members 
Mstep: Class 20 contains 12050 members 
Mstep: Class 22 contains 152042 members 
Mstep: Class 23 contains 15466 members 
Entering Unmasked Estep 
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Iteration 159Q: 19 clusters Score -9.82911e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 153470 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34972 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78817 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43243 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175534 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52526 members 
Mstep: Class 20 contains 12047 members 
Mstep: Class 22 contains 151954 members 
Mstep: Class 23 contains 15454 members 
Entering Unmasked Estep 
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Iteration 160F: 19 clusters Score -9.829106e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 153784 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34934 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78862 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7441 members 
Mstep: Class 10 contains 405 members 
Mstep: Class 11 contains 43238 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175463 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52475 members 
Mstep: Class 20 contains 12044 members 
Mstep: Class 22 contains 151867 members 
Mstep: Class 23 contains 15449 members 
Entering Unmasked Estep 
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Iteration 161Q: 19 clusters Score -9.829093e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 154100 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34884 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78901 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7443 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 43226 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175410 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52421 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 22 contains 151775 members 
Mstep: Class 23 contains 15441 members 
Entering Unmasked Estep 
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Iteration 162Q: 19 clusters Score -9.829098e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 154449 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34832 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78925 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7445 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 43214 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175365 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52371 members 
Mstep: Class 20 contains 12038 members 
Mstep: Class 22 contains 151675 members 
Mstep: Class 23 contains 15430 members 
Entering Unmasked Estep 
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Iteration 163Q: 19 clusters Score -9.829084e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 154767 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34792 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78961 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7446 members 
Mstep: Class 10 contains 404 members 
Mstep: Class 11 contains 43211 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175313 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52322 members 
Mstep: Class 20 contains 12030 members 
Mstep: Class 22 contains 151598 members 
Mstep: Class 23 contains 15419 members 
Entering Unmasked Estep 
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Iteration 164Q: 19 clusters Score -9.829111e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 155080 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34744 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79004 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7447 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175278 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52261 members 
Mstep: Class 20 contains 12027 members 
Mstep: Class 22 contains 151524 members 
Mstep: Class 23 contains 15400 members 
Entering Unmasked Estep 
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Iteration 165Q: 19 clusters Score -9.8291e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 155387 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34704 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79030 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 43193 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175267 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52193 members 
Mstep: Class 20 contains 12021 members 
Mstep: Class 22 contains 151449 members 
Mstep: Class 23 contains 15386 members 
Entering Unmasked Estep 
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Iteration 166Q: 19 clusters Score -9.829118e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 155674 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34659 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79072 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 43178 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175287 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52149 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 22 contains 151322 members 
Mstep: Class 23 contains 15374 members 
Entering Unmasked Estep 
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Iteration 167Q: 19 clusters Score -9.829114e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 155966 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34607 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79102 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 402 members 
Mstep: Class 11 contains 43163 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175340 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52101 members 
Mstep: Class 20 contains 12019 members 
Mstep: Class 22 contains 151185 members 
Mstep: Class 23 contains 15355 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -9.829109e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 156228 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34557 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79142 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7450 members 
Mstep: Class 10 contains 402 members 
Mstep: Class 11 contains 43148 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175395 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52076 members 
Mstep: Class 20 contains 12017 members 
Mstep: Class 22 contains 151035 members 
Mstep: Class 23 contains 15325 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -9.829113e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 156516 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34493 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79197 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43137 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175423 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52037 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 22 contains 150885 members 
Mstep: Class 23 contains 15300 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -9.829138e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 156765 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34429 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79246 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7460 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43133 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175485 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51992 members 
Mstep: Class 20 contains 12014 members 
Mstep: Class 22 contains 150726 members 
Mstep: Class 23 contains 15282 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -9.829137e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 157007 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34386 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79274 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7464 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43112 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175556 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51949 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 22 contains 150580 members 
Mstep: Class 23 contains 15260 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -9.829152e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 157241 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34342 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79293 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7473 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43082 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175653 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51900 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 22 contains 150444 members 
Mstep: Class 23 contains 15246 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -9.829158e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 157474 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34295 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79314 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43066 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175767 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51851 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 22 contains 150279 members 
Mstep: Class 23 contains 15237 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -9.829139e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 157687 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34253 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79354 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43058 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175846 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51811 members 
Mstep: Class 20 contains 12007 members 
Mstep: Class 22 contains 150117 members 
Mstep: Class 23 contains 15221 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -9.82913e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 157862 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34221 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79400 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43056 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 175924 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51761 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 22 contains 149986 members 
Mstep: Class 23 contains 15199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291312.000000 Penalty: 60574.269531
Iteration 176Q: 19 clusters Score -9.829131e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 158007 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34183 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79457 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7487 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43071 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176002 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51717 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 22 contains 149853 members 
Mstep: Class 23 contains 15175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98291416.000000 Penalty: 60574.269531
Iteration 177Q: 19 clusters Score -9.829142e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 158153 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34143 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79513 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43095 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176083 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51675 members 
Mstep: Class 20 contains 12008 members 
Mstep: Class 22 contains 149705 members 
Mstep: Class 23 contains 15162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 19 clusters Score -9.829134e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 158285 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34119 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79562 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43109 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176194 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51655 members 
Mstep: Class 20 contains 12008 members 
Mstep: Class 22 contains 149511 members 
Mstep: Class 23 contains 15166 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -9.829128e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 158401 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34095 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79607 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7492 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43107 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176307 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51632 members 
Mstep: Class 20 contains 12006 members 
Mstep: Class 22 contains 149359 members 
Mstep: Class 23 contains 15157 members 
Entering Unmasked Estep 
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Iteration 180F: 19 clusters Score -9.829115e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 158482 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34079 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79642 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43112 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176448 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51616 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 22 contains 149193 members 
Mstep: Class 23 contains 15155 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -9.829079e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 158541 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34058 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79676 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43121 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176598 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51602 members 
Mstep: Class 20 contains 11998 members 
Mstep: Class 22 contains 149019 members 
Mstep: Class 23 contains 15156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 19 clusters Score -9.82909e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 158598 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34034 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79712 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43125 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176756 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51584 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 22 contains 148859 members 
Mstep: Class 23 contains 15151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 19 clusters Score -9.829089e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 158644 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34018 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79742 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43129 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 176930 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51563 members 
Mstep: Class 20 contains 11999 members 
Mstep: Class 22 contains 148693 members 
Mstep: Class 23 contains 15144 members 
Entering Unmasked Estep 
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Iteration 184Q: 19 clusters Score -9.829087e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 158666 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34008 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79764 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 177120 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51538 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 22 contains 148551 members 
Mstep: Class 23 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 19 clusters Score -9.829092e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 158709 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34005 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79763 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43137 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 177325 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51506 members 
Mstep: Class 20 contains 11995 members 
Mstep: Class 22 contains 148407 members 
Mstep: Class 23 contains 15133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 19 clusters Score -9.829089e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 158746 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33992 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79777 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43131 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 177533 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51475 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 22 contains 148235 members 
Mstep: Class 23 contains 15134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290944.000000 Penalty: 60574.269531
Iteration 187Q: 19 clusters Score -9.829094e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 158794 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33975 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79781 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 177750 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51447 members 
Mstep: Class 20 contains 11995 members 
Mstep: Class 22 contains 148050 members 
Mstep: Class 23 contains 15137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290800.000000 Penalty: 60574.269531
Iteration 188Q: 19 clusters Score -9.82908e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 158839 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33959 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79781 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43130 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 177974 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51418 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 22 contains 147869 members 
Mstep: Class 23 contains 15129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290712.000000 Penalty: 60574.269531
Iteration 189Q: 19 clusters Score -9.829071e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 158888 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33951 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79785 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43132 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 178192 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51390 members 
Mstep: Class 20 contains 11995 members 
Mstep: Class 22 contains 147686 members 
Mstep: Class 23 contains 15125 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 19 clusters Score -9.829058e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 158943 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33948 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79798 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43138 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 178381 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51372 members 
Mstep: Class 20 contains 11995 members 
Mstep: Class 22 contains 147484 members 
Mstep: Class 23 contains 15117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290552.000000 Penalty: 60574.269531
Iteration 191Q: 19 clusters Score -9.829055e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 158994 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33934 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79809 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 178560 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51363 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 22 contains 147311 members 
Mstep: Class 23 contains 15114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290448.000000 Penalty: 60574.269531
Iteration 192Q: 19 clusters Score -9.829045e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 159031 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33935 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79816 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43135 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 178689 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51365 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 22 contains 147168 members 
Mstep: Class 23 contains 15106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 19 clusters Score -9.82905e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 159063 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33930 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79829 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 178811 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51350 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 22 contains 147033 members 
Mstep: Class 23 contains 15108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290408.000000 Penalty: 60574.269531
Iteration 194Q: 19 clusters Score -9.829041e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 159105 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33921 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79828 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43136 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 178939 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 22 contains 146904 members 
Mstep: Class 23 contains 15107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290520.000000 Penalty: 60574.269531
Iteration 195Q: 19 clusters Score -9.829052e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 159154 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33919 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79824 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7509 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43132 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179079 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51320 members 
Mstep: Class 20 contains 11993 members 
Mstep: Class 22 contains 146754 members 
Mstep: Class 23 contains 15104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290536.000000 Penalty: 60574.269531
Iteration 196Q: 19 clusters Score -9.829054e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 159172 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33919 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79825 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43130 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179196 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51310 members 
Mstep: Class 20 contains 11993 members 
Mstep: Class 22 contains 146638 members 
Mstep: Class 23 contains 15097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 197Q: 19 clusters Score -9.829066e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 159185 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33911 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79826 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179354 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 146509 members 
Mstep: Class 23 contains 15088 members 
Entering Unmasked Estep 
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Iteration 198Q: 19 clusters Score -9.829042e+07 nChanged 407
Entering ConstructFrom: 
Score: -98290424.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (46936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Entering Unmasked Estep 
Score: -6070825.500000 Penalty: 2667.622070
	Iteration 0F: 2 clusters Score -6070826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -6038882.500000 Penalty: 5335.244141
	Iteration 0F: 3 clusters Score -6038882 nChanged 21757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -6051075.500000 Penalty: 5335.244141
	Iteration 1F: 3 clusters Score -6051076 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -6051617.500000 Penalty: 5335.244141
	Iteration 2Q: 3 clusters Score -6051618 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6052045.500000 Penalty: 5335.244141
	Iteration 3Q: 3 clusters Score -6052046 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -6052548.000000 Penalty: 5335.244141
	Iteration 4Q: 3 clusters Score -6052548 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -6053067.000000 Penalty: 5335.244141
	Iteration 5Q: 3 clusters Score -6053067 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -6053753.000000 Penalty: 5335.244141
	Iteration 6Q: 3 clusters Score -6053753 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -6054695.500000 Penalty: 5335.244141
	Iteration 7Q: 3 clusters Score -6054696 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -6056014.500000 Penalty: 5335.244141
	Iteration 8F: 3 clusters Score -6056014 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -6057895.000000 Penalty: 5335.244141
	Iteration 9F: 3 clusters Score -6057895 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -6060027.500000 Penalty: 5335.244141
	Iteration 10F: 3 clusters Score -6060028 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -6062267.500000 Penalty: 5335.244141
	Iteration 11F: 3 clusters Score -6062268 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -6064147.000000 Penalty: 5335.244141
	Iteration 12Q: 3 clusters Score -6064147 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6065686 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6066681.500000 Penalty: 5335.244141
	Iteration 14Q: 3 clusters Score -6066682 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6067336.500000 Penalty: 5335.244141
	Iteration 15Q: 3 clusters Score -6067336 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6067754.000000 Penalty: 5335.244141
	Iteration 16Q: 3 clusters Score -6067754 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6067965.500000 Penalty: 5335.244141
	Iteration 17Q: 3 clusters Score -6067966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6068117.500000 Penalty: 5335.244141
	Iteration 18Q: 3 clusters Score -6068118 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6068250.500000 Penalty: 5335.244141
	Iteration 19Q: 3 clusters Score -6068250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6068324.000000 Penalty: 5335.244141
	Iteration 20F: 3 clusters Score -6068324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6068375.500000 Penalty: 5335.244141
	Iteration 21Q: 3 clusters Score -6068376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6068399.000000 Penalty: 5335.244141
	Iteration 22Q: 3 clusters Score -6068399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6068411.500000 Penalty: 5335.244141
	Iteration 23Q: 3 clusters Score -6068412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6068434.500000 Penalty: 5335.244141
	Iteration 24Q: 3 clusters Score -6068434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6068461.000000 Penalty: 5335.244141
	Iteration 25Q: 3 clusters Score -6068461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6068488.500000 Penalty: 5335.244141
	Iteration 26Q: 3 clusters Score -6068488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6068491.500000 Penalty: 5335.244141
	Iteration 27Q: 3 clusters Score -6068492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6068501.000000 Penalty: 5335.244141
	Iteration 28Q: 3 clusters Score -6068501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6068518.000000 Penalty: 5335.244141
	Iteration 29Q: 3 clusters Score -6068518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6068525.500000 Penalty: 5335.244141
	Iteration 30Q: 3 clusters Score -6068526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6068538.000000 Penalty: 5335.244141
	Iteration 31Q: 3 clusters Score -6068538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6068544.000000 Penalty: 5335.244141
	Iteration 32Q: 3 clusters Score -6068544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6068548.500000 Penalty: 5335.244141
	Iteration 33Q: 3 clusters Score -6068548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6068553.500000 Penalty: 5335.244141
	Iteration 34Q: 3 clusters Score -6068554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6068556.500000 Penalty: 5335.244141
	Iteration 35Q: 3 clusters Score -6068556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6068564.500000 Penalty: 5335.244141
	Iteration 36Q: 3 clusters Score -6068564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6068562.500000 Penalty: 5335.244141
	Iteration 37Q: 3 clusters Score -6068562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6068570.000000 Penalty: 5335.244141
	Iteration 38Q: 3 clusters Score -6068570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6068571.500000 Penalty: 5335.244141
	Iteration 39Q: 3 clusters Score -6068572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6068575.500000 Penalty: 5335.244141
	Iteration 40F: 3 clusters Score -6068576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6068577.000000 Penalty: 5335.244141
	Iteration 41Q: 3 clusters Score -6068577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6068579.000000 Penalty: 5335.244141
	Iteration 42Q: 3 clusters Score -6068579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6068588.500000 Penalty: 5335.244141
	Iteration 43Q: 3 clusters Score -6068588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6068588.500000 Penalty: 5335.244141
	Iteration 44F: 3 clusters Score -6068588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159203 members 
Entering Unmasked Estep 
Score: -20409088.000000 Penalty: 2970.528076
	Iteration 0F: 2 clusters Score -2.040909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -20303786.000000 Penalty: 5941.056152
	Iteration 0F: 3 clusters Score -2.030379e+07 nChanged 76131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -20348004.000000 Penalty: 5941.056152
	Iteration 1F: 3 clusters Score -2.0348e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -20349150.000000 Penalty: 5941.056152
	Iteration 2Q: 3 clusters Score -2.034915e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -20351220.000000 Penalty: 5941.056152
	Iteration 3Q: 3 clusters Score -2.035122e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -20355750.000000 Penalty: 5941.056152
	Iteration 4F: 3 clusters Score -2.035575e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -20364498.000000 Penalty: 5941.056152
	Iteration 5F: 3 clusters Score -2.03645e+07 nChanged 15500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131970 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -20378738.000000 Penalty: 5941.056152
	Iteration 6F: 3 clusters Score -2.037874e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -20394152.000000 Penalty: 5941.056152
	Iteration 7F: 3 clusters Score -2.039415e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155527 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -20403120.000000 Penalty: 5941.056152
	Iteration 8F: 3 clusters Score -2.040312e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -20405604.000000 Penalty: 5941.056152
	Iteration 9Q: 3 clusters Score -2.04056e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20406126.000000 Penalty: 5941.056152
	Iteration 10Q: 3 clusters Score -2.040613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159048 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20406290.000000 Penalty: 5941.056152
	Iteration 11Q: 3 clusters Score -2.040629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20406360.000000 Penalty: 5941.056152
	Iteration 12Q: 3 clusters Score -2.040636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159074 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20406396.000000 Penalty: 5941.056152
	Iteration 13Q: 3 clusters Score -2.04064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159072 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20406406.000000 Penalty: 5941.056152
	Iteration 14Q: 3 clusters Score -2.040641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20406412.000000 Penalty: 5941.056152
	Iteration 15Q: 3 clusters Score -2.040641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20406424.000000 Penalty: 5941.056152
	Iteration 16Q: 3 clusters Score -2.040642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20406424.000000 Penalty: 5941.056152
	Iteration 17F: 3 clusters Score -2.040642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -74135.562500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -74135.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72482.718750 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -72482.72 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72703.140625 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -72703.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72763.562500 Penalty: 3193.125000
	Iteration 2Q: 3 clusters Score -72763.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72789.687500 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -72789.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72796.984375 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -72796.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72805.539062 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -72805.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72810.007812 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -72810.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72812.953125 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -72812.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72817.578125 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -72817.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72819.039062 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -72819.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72828.515625 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -72828.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72849.382812 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -72849.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72858.242188 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -72858.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72860.304688 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -72860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72860.304688 Penalty: 3193.125000
	Iteration 14F: 3 clusters Score -72860.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45925.140625 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45925.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46257.128906 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46257.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46388.828125 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46388.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46514.277344 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -46514.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46708.097656 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46770.375000 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46770.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46815.914062 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46815.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46871.292969 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46871.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46970.492188 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -46970.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47104.492188 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47104.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47176.187500 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47176.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47233.781250 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -47233.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47314.468750 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -47314.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47406.089844 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -47406.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47423.343750 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -47423.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47423.343750 Penalty: 3058.047119
	Iteration 15F: 3 clusters Score -47423.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 159203 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 246 members 
Mstep: Class 5 contains 33902 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79820 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179505 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 146367 members 
Mstep: Class 23 contains 15083 members 
Entering Unmasked Estep 
Score: -98288832.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98290424.000000 to -98288832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (33902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Entering Unmasked Estep 
Score: -4392862.500000 Penalty: 2586.944824
	Iteration 0F: 2 clusters Score -4392862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4369731.000000 Penalty: 5173.889648
	Iteration 0F: 3 clusters Score -4369731 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4378022.500000 Penalty: 5173.889648
	Iteration 1F: 3 clusters Score -4378022 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4378403.500000 Penalty: 5173.889648
	Iteration 2Q: 3 clusters Score -4378404 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4378743.000000 Penalty: 5173.889648
	Iteration 3Q: 3 clusters Score -4378743 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4379042.000000 Penalty: 5173.889648
	Iteration 4Q: 3 clusters Score -4379042 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4379262.500000 Penalty: 5173.889648
	Iteration 5Q: 3 clusters Score -4379262 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4379504.500000 Penalty: 5173.889648
	Iteration 6Q: 3 clusters Score -4379504 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4379725.500000 Penalty: 5173.889648
	Iteration 7Q: 3 clusters Score -4379726 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4379964.500000 Penalty: 5173.889648
	Iteration 8Q: 3 clusters Score -4379964 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4380260.500000 Penalty: 5173.889648
	Iteration 9Q: 3 clusters Score -4380260 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4380725.000000 Penalty: 5173.889648
	Iteration 10Q: 3 clusters Score -4380725 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4381317.500000 Penalty: 5173.889648
	Iteration 11Q: 3 clusters Score -4381318 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4382204.500000 Penalty: 5173.889648
	Iteration 12Q: 3 clusters Score -4382204 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4383393.500000 Penalty: 5173.889648
	Iteration 13F: 3 clusters Score -4383394 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4384745.500000 Penalty: 5173.889648
	Iteration 14F: 3 clusters Score -4384746 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4385948.000000 Penalty: 5173.889648
	Iteration 15Q: 3 clusters Score -4385948 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4386877.500000 Penalty: 5173.889648
	Iteration 16Q: 3 clusters Score -4386878 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4387530.500000 Penalty: 5173.889648
	Iteration 17Q: 3 clusters Score -4387530 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4387989.500000 Penalty: 5173.889648
	Iteration 18Q: 3 clusters Score -4387990 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4388330.000000 Penalty: 5173.889648
	Iteration 19Q: 3 clusters Score -4388330 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4388629.000000 Penalty: 5173.889648
	Iteration 20F: 3 clusters Score -4388629 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4388873.000000 Penalty: 5173.889648
	Iteration 21Q: 3 clusters Score -4388873 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4389114.000000 Penalty: 5173.889648
	Iteration 22Q: 3 clusters Score -4389114 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4389292.000000 Penalty: 5173.889648
	Iteration 23Q: 3 clusters Score -4389292 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4389488.500000 Penalty: 5173.889648
	Iteration 24Q: 3 clusters Score -4389488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4389645.000000 Penalty: 5173.889648
	Iteration 25Q: 3 clusters Score -4389645 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4389783.000000 Penalty: 5173.889648
	Iteration 26Q: 3 clusters Score -4389783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4389918.000000 Penalty: 5173.889648
	Iteration 27Q: 3 clusters Score -4389918 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4390023.000000 Penalty: 5173.889648
	Iteration 28Q: 3 clusters Score -4390023 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4390129.000000 Penalty: 5173.889648
	Iteration 29Q: 3 clusters Score -4390129 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4390212.000000 Penalty: 5173.889648
	Iteration 30Q: 3 clusters Score -4390212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4390271.000000 Penalty: 5173.889648
	Iteration 31Q: 3 clusters Score -4390271 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4390316.000000 Penalty: 5173.889648
	Iteration 32Q: 3 clusters Score -4390316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4390375.000000 Penalty: 5173.889648
	Iteration 33Q: 3 clusters Score -4390375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4390425.500000 Penalty: 5173.889648
	Iteration 34Q: 3 clusters Score -4390426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4390460.500000 Penalty: 5173.889648
	Iteration 35Q: 3 clusters Score -4390460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4390491.000000 Penalty: 5173.889648
	Iteration 36Q: 3 clusters Score -4390491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4390511.500000 Penalty: 5173.889648
	Iteration 37Q: 3 clusters Score -4390512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -4390527.500000 Penalty: 5173.889648
	Iteration 38Q: 3 clusters Score -4390528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4390550.000000 Penalty: 5173.889648
	Iteration 39Q: 3 clusters Score -4390550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4390569.500000 Penalty: 5173.889648
	Iteration 40F: 3 clusters Score -4390570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4390570.000000 Penalty: 5173.889648
	Iteration 41Q: 3 clusters Score -4390570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4390583.000000 Penalty: 5173.889648
	Iteration 42Q: 3 clusters Score -4390583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4390588.000000 Penalty: 5173.889648
	Iteration 43Q: 3 clusters Score -4390588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -4390594.000000 Penalty: 5173.889648
	Iteration 44Q: 3 clusters Score -4390594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4390601.000000 Penalty: 5173.889648
	Iteration 45Q: 3 clusters Score -4390601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4390603.500000 Penalty: 5173.889648
	Iteration 46Q: 3 clusters Score -4390604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4390608.000000 Penalty: 5173.889648
	Iteration 47Q: 3 clusters Score -4390608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4390611.000000 Penalty: 5173.889648
	Iteration 48Q: 3 clusters Score -4390611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4390611.000000 Penalty: 5173.889648
	Iteration 49F: 3 clusters Score -4390611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102524.398438 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102524.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103134.671875 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103134.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103376.414062 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103376.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103517.265625 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103517.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103639.312500 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -103639.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -103721.007812 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -103773.929688 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -103773.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103804.679688 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -103804.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103845.117188 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -103845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103873.820312 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -103873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103912.054688 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -103912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -103950.945312 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -103950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -103977.234375 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -103977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -103994.562500 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -103994.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104005.875000 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -104005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104009.734375 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -104009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104009.734375 Penalty: 3404.964355
	Iteration 16F: 3 clusters Score -104009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Entering Unmasked Estep 
Score: -9990610.000000 Penalty: 2799.307129
	Iteration 0F: 2 clusters Score -9990610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -9936904.000000 Penalty: 5598.614258
	Iteration 0F: 3 clusters Score -9936904 nChanged 37602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -9958074.000000 Penalty: 5598.614258
	Iteration 1F: 3 clusters Score -9958074 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -9958607.000000 Penalty: 5598.614258
	Iteration 2Q: 3 clusters Score -9958607 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -9959306.000000 Penalty: 5598.614258
	Iteration 3Q: 3 clusters Score -9959306 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -9960109.000000 Penalty: 5598.614258
	Iteration 4Q: 3 clusters Score -9960109 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -9961302.000000 Penalty: 5598.614258
	Iteration 5Q: 3 clusters Score -9961302 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -9963500.000000 Penalty: 5598.614258
	Iteration 6F: 3 clusters Score -9963500 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -9967201.000000 Penalty: 5598.614258
	Iteration 7F: 3 clusters Score -9967201 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -9973031.000000 Penalty: 5598.614258
	Iteration 8F: 3 clusters Score -9973031 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -9979684.000000 Penalty: 5598.614258
	Iteration 9F: 3 clusters Score -9979684 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9984675.000000 Penalty: 5598.614258
	Iteration 10F: 3 clusters Score -9984675 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9986978.000000 Penalty: 5598.614258
	Iteration 11Q: 3 clusters Score -9986978 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9987694.000000 Penalty: 5598.614258
	Iteration 12Q: 3 clusters Score -9987694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9987891.000000 Penalty: 5598.614258
	Iteration 13Q: 3 clusters Score -9987891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9987966.000000 Penalty: 5598.614258
	Iteration 14Q: 3 clusters Score -9987966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9988018.000000 Penalty: 5598.614258
	Iteration 15Q: 3 clusters Score -9988018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9988037.000000 Penalty: 5598.614258
	Iteration 16Q: 3 clusters Score -9988037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9988064.000000 Penalty: 5598.614258
	Iteration 17Q: 3 clusters Score -9988064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9988064.000000 Penalty: 5598.614258
	Iteration 18Q: 3 clusters Score -9988064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9988074.000000 Penalty: 5598.614258
	Iteration 19Q: 3 clusters Score -9988074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9988073.000000 Penalty: 5598.614258
	Iteration 20F: 3 clusters Score -9988073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9988082.000000 Penalty: 5598.614258
	Iteration 21Q: 3 clusters Score -9988082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9988086.000000 Penalty: 5598.614258
	Iteration 22Q: 3 clusters Score -9988086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9988087.000000 Penalty: 5598.614258
	Iteration 23Q: 3 clusters Score -9988087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9988089.000000 Penalty: 5598.614258
	Iteration 24Q: 3 clusters Score -9988089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9988089.000000 Penalty: 5598.614258
	Iteration 25F: 3 clusters Score -9988089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -422782.000000 Penalty: 2015.376465
	Iteration 0F: 2 clusters Score -422782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -419290.562500 Penalty: 4030.752930
	Iteration 0F: 3 clusters Score -419290.6 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -419964.875000 Penalty: 4030.752930
	Iteration 1F: 3 clusters Score -419964.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420142.250000 Penalty: 4030.752930
	Iteration 2F: 3 clusters Score -420142.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -420247.343750 Penalty: 4030.752930
	Iteration 3Q: 3 clusters Score -420247.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -420307.250000 Penalty: 4030.752930
	Iteration 4Q: 3 clusters Score -420307.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -420361.437500 Penalty: 4030.752930
	Iteration 5Q: 3 clusters Score -420361.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -420422.656250 Penalty: 4030.752930
	Iteration 6Q: 3 clusters Score -420422.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -420473.843750 Penalty: 4030.752930
	Iteration 7Q: 3 clusters Score -420473.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -420514.812500 Penalty: 4030.752930
	Iteration 8Q: 3 clusters Score -420514.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -420553.187500 Penalty: 4030.752930
	Iteration 9Q: 3 clusters Score -420553.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -420587.531250 Penalty: 4030.752930
	Iteration 10Q: 3 clusters Score -420587.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -420624.625000 Penalty: 4030.752930
	Iteration 11Q: 3 clusters Score -420624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -420650.093750 Penalty: 4030.752930
	Iteration 12Q: 3 clusters Score -420650.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -420674.125000 Penalty: 4030.752930
	Iteration 13Q: 3 clusters Score -420674.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -420696.093750 Penalty: 4030.752930
	Iteration 14Q: 3 clusters Score -420696.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -420717.625000 Penalty: 4030.752930
	Iteration 15Q: 3 clusters Score -420717.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -420741.687500 Penalty: 4030.752930
	Iteration 16Q: 3 clusters Score -420741.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -420758.125000 Penalty: 4030.752930
	Iteration 17Q: 3 clusters Score -420758.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -420785.562500 Penalty: 4030.752930
	Iteration 18Q: 3 clusters Score -420785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -420799.281250 Penalty: 4030.752930
	Iteration 19Q: 3 clusters Score -420799.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -420816.843750 Penalty: 4030.752930
	Iteration 20F: 3 clusters Score -420816.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -420844.875000 Penalty: 4030.752930
	Iteration 21Q: 3 clusters Score -420844.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -420861.875000 Penalty: 4030.752930
	Iteration 22Q: 3 clusters Score -420861.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -420880.812500 Penalty: 4030.752930
	Iteration 23Q: 3 clusters Score -420880.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -420901.843750 Penalty: 4030.752930
	Iteration 24Q: 3 clusters Score -420901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -420916.718750 Penalty: 4030.752930
	Iteration 25Q: 3 clusters Score -420916.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -420932.812500 Penalty: 4030.752930
	Iteration 26Q: 3 clusters Score -420932.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -420952.531250 Penalty: 4030.752930
	Iteration 27Q: 3 clusters Score -420952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -420966.812500 Penalty: 4030.752930
	Iteration 28Q: 3 clusters Score -420966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -420983.781250 Penalty: 4030.752930
	Iteration 29Q: 3 clusters Score -420983.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -420997.500000 Penalty: 4030.752930
	Iteration 30Q: 3 clusters Score -420997.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -421013.562500 Penalty: 4030.752930
	Iteration 31Q: 3 clusters Score -421013.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -421024.562500 Penalty: 4030.752930
	Iteration 32Q: 3 clusters Score -421024.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -421029.750000 Penalty: 4030.752930
	Iteration 33Q: 3 clusters Score -421029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -421033.281250 Penalty: 4030.752930
	Iteration 34Q: 3 clusters Score -421033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -421037.687500 Penalty: 4030.752930
	Iteration 35Q: 3 clusters Score -421037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -421041.250000 Penalty: 4030.752930
	Iteration 36Q: 3 clusters Score -421041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -421046.250000 Penalty: 4030.752930
	Iteration 37Q: 3 clusters Score -421046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -421050.156250 Penalty: 4030.752930
	Iteration 38Q: 3 clusters Score -421050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -421050.968750 Penalty: 4030.752930
	Iteration 39Q: 3 clusters Score -421051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -421051.937500 Penalty: 4030.752930
	Iteration 40F: 3 clusters Score -421051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -421052.187500 Penalty: 4030.752930
	Iteration 41Q: 3 clusters Score -421052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -421052.187500 Penalty: 4030.752930
	Iteration 42F: 3 clusters Score -421052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Entering Unmasked Estep 
Score: -923233.125000 Penalty: 2213.281738
	Iteration 0F: 2 clusters Score -923233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -917136.812500 Penalty: 4426.563477
	Iteration 0F: 3 clusters Score -917136.8 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -918846.250000 Penalty: 4426.563477
	Iteration 1F: 3 clusters Score -918846.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -919322.937500 Penalty: 4426.563477
	Iteration 2F: 3 clusters Score -919322.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -919784.562500 Penalty: 4426.563477
	Iteration 3F: 3 clusters Score -919784.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -920121.937500 Penalty: 4426.563477
	Iteration 4F: 3 clusters Score -920121.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -920408.812500 Penalty: 4426.563477
	Iteration 5F: 3 clusters Score -920408.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -920686.750000 Penalty: 4426.563477
	Iteration 6F: 3 clusters Score -920686.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -920927.500000 Penalty: 4426.563477
	Iteration 7Q: 3 clusters Score -920927.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -921128.125000 Penalty: 4426.563477
	Iteration 8Q: 3 clusters Score -921128.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -921274.000000 Penalty: 4426.563477
	Iteration 9Q: 3 clusters Score -921274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -921397.125000 Penalty: 4426.563477
	Iteration 10Q: 3 clusters Score -921397.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -921507.562500 Penalty: 4426.563477
	Iteration 11Q: 3 clusters Score -921507.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -921597.437500 Penalty: 4426.563477
	Iteration 12Q: 3 clusters Score -921597.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -921663.625000 Penalty: 4426.563477
	Iteration 13Q: 3 clusters Score -921663.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -921709.375000 Penalty: 4426.563477
	Iteration 14Q: 3 clusters Score -921709.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -921741.937500 Penalty: 4426.563477
	Iteration 15Q: 3 clusters Score -921741.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -921770.812500 Penalty: 4426.563477
	Iteration 16Q: 3 clusters Score -921770.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -921796.875000 Penalty: 4426.563477
	Iteration 17Q: 3 clusters Score -921796.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -921825.250000 Penalty: 4426.563477
	Iteration 18Q: 3 clusters Score -921825.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -921855.937500 Penalty: 4426.563477
	Iteration 19Q: 3 clusters Score -921855.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -921899.562500 Penalty: 4426.563477
	Iteration 20F: 3 clusters Score -921899.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -921935.937500 Penalty: 4426.563477
	Iteration 21Q: 3 clusters Score -921935.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -921956.000000 Penalty: 4426.563477
	Iteration 22Q: 3 clusters Score -921956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -921974.750000 Penalty: 4426.563477
	Iteration 23Q: 3 clusters Score -921974.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -921987.875000 Penalty: 4426.563477
	Iteration 24Q: 3 clusters Score -921987.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -921997.312500 Penalty: 4426.563477
	Iteration 25Q: 3 clusters Score -921997.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -921999.625000 Penalty: 4426.563477
	Iteration 26Q: 3 clusters Score -921999.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -922007.500000 Penalty: 4426.563477
	Iteration 27Q: 3 clusters Score -922007.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -922008.125000 Penalty: 4426.563477
	Iteration 28Q: 3 clusters Score -922008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -922010.187500 Penalty: 4426.563477
	Iteration 29Q: 3 clusters Score -922010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -922013.375000 Penalty: 4426.563477
	Iteration 30Q: 3 clusters Score -922013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -922015.937500 Penalty: 4426.563477
	Iteration 31Q: 3 clusters Score -922015.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -922019.500000 Penalty: 4426.563477
	Iteration 32Q: 3 clusters Score -922019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -922017.625000 Penalty: 4426.563477
	Iteration 33Q: 3 clusters Score -922017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -922018.437500 Penalty: 4426.563477
	Iteration 34Q: 3 clusters Score -922018.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -922018.437500 Penalty: 4426.563477
	Iteration 35F: 3 clusters Score -922018.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -41786.003906 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -41786 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 186 members 
Entering Unmasked Estep 
Score: -40412.519531 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -40412.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40553.953125 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -40553.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40595.453125 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -40595.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40636.757812 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -40636.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40649.675781 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -40649.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40694.136719 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -40694.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40702.914062 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -40702.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40704.925781 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -40704.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40704.925781 Penalty: 2973.004883
	Iteration 8F: 3 clusters Score -40704.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Entering Unmasked Estep 
Score: -5592157.500000 Penalty: 2646.637939
	Iteration 0F: 2 clusters Score -5592158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5563037.000000 Penalty: 5293.275879
	Iteration 0F: 3 clusters Score -5563037 nChanged 19690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -5573717.000000 Penalty: 5293.275879
	Iteration 1F: 3 clusters Score -5573717 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5574172.500000 Penalty: 5293.275879
	Iteration 2Q: 3 clusters Score -5574172 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -5574587.000000 Penalty: 5293.275879
	Iteration 3Q: 3 clusters Score -5574587 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5575152.500000 Penalty: 5293.275879
	Iteration 4Q: 3 clusters Score -5575152 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5575904.000000 Penalty: 5293.275879
	Iteration 5Q: 3 clusters Score -5575904 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5576877.500000 Penalty: 5293.275879
	Iteration 6Q: 3 clusters Score -5576878 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5578239.000000 Penalty: 5293.275879
	Iteration 7F: 3 clusters Score -5578239 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5580176 nChanged 2877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5584769 nChanged 2022
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5585828 nChanged 1190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5586270 nChanged 777
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Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5586551 nChanged 580
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Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5586707 nChanged 519
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Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5586897 nChanged 489
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Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5587049 nChanged 484
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Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5587144 nChanged 409
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Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5587250 nChanged 399
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Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5587377 nChanged 365
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Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5587477 nChanged 381
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Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5587570 nChanged 369
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Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5587646 nChanged 349
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Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5587738 nChanged 341
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Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5587818 nChanged 317
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Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5587878 nChanged 333
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Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5587978 nChanged 354
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Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5588045 nChanged 329
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Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5588121.500000 Penalty: 5293.275879
	Iteration 28Q: 3 clusters Score -5588122 nChanged 336
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Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -5588231.500000 Penalty: 5293.275879
	Iteration 29Q: 3 clusters Score -5588232 nChanged 318
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Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5588294 nChanged 294
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Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5588360 nChanged 271
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Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5588454 nChanged 265
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Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5588524 nChanged 245
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Mstep: Class 1 contains 37360 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5588579 nChanged 233
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Mstep: Class 1 contains 37591 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5588642 nChanged 212
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Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5588692 nChanged 223
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Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5588758 nChanged 211
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Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5588787 nChanged 203
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Mstep: Class 1 contains 38440 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5588820 nChanged 152
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Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5588858 nChanged 174
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Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5588921 nChanged 189
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Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5588982 nChanged 190
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Mstep: Class 1 contains 39143 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5589013 nChanged 186
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Mstep: Class 1 contains 39327 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5589051 nChanged 181
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Mstep: Class 1 contains 39506 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5589106 nChanged 174
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Mstep: Class 1 contains 39680 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5589136 nChanged 174
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Mstep: Class 1 contains 39854 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5589190 nChanged 147
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Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5589241.500000 Penalty: 5293.275879
	Iteration 48Q: 3 clusters Score -5589242 nChanged 153
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Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5589294 nChanged 148
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Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5589339.000000 Penalty: 5293.275879
	Iteration 50Q: 3 clusters Score -5589339 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5589366 nChanged 134
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Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5589404.500000 Penalty: 5293.275879
	Iteration 52Q: 3 clusters Score -5589404 nChanged 109
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Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5589456 nChanged 95
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Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5589489 nChanged 83
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Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5589496 nChanged 89
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Mstep: Class 1 contains 40967 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5589525 nChanged 77
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Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5589536 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41114 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5589554 nChanged 63
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Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5589568 nChanged 67
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Mstep: Class 1 contains 41244 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5589592 nChanged 71
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Mstep: Class 1 contains 41315 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5589626 nChanged 66
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Mstep: Class 1 contains 41381 members 
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Entering Unmasked Estep 
Score: -5589644.500000 Penalty: 5293.275879
	Iteration 62Q: 3 clusters Score -5589644 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41433 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5589654 nChanged 52
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Mstep: Class 1 contains 41485 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5589672 nChanged 50
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Mstep: Class 1 contains 41535 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5589687 nChanged 52
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Mstep: Class 1 contains 41585 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5589712 nChanged 52
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Mstep: Class 1 contains 41637 members 
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	Iteration 67Q: 3 clusters Score -5589736 nChanged 45
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Mstep: Class 1 contains 41682 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5589754 nChanged 49
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Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5589769 nChanged 41
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Mstep: Class 1 contains 41770 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5589778 nChanged 43
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Mstep: Class 1 contains 41813 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5589798 nChanged 33
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Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5589810 nChanged 26
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Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5589826 nChanged 18
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Mstep: Class 1 contains 41890 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5589831 nChanged 21
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Mstep: Class 1 contains 41909 members 
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	Iteration 75Q: 3 clusters Score -5589846 nChanged 21
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Mstep: Class 1 contains 41930 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5589844 nChanged 30
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Mstep: Class 1 contains 41958 members 
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	Iteration 77Q: 3 clusters Score -5589851 nChanged 30
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	Iteration 78Q: 3 clusters Score -5589869 nChanged 13
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Mstep: Class 1 contains 41989 members 
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	Iteration 79Q: 3 clusters Score -5589873 nChanged 11
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Mstep: Class 1 contains 42000 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5589880 nChanged 11
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	Iteration 81Q: 3 clusters Score -5589881 nChanged 8
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	Iteration 82Q: 3 clusters Score -5589884 nChanged 8
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Mstep: Class 1 contains 42027 members 
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	Iteration 83Q: 3 clusters Score -5589880 nChanged 10
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	Iteration 84Q: 3 clusters Score -5589900 nChanged 11
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	Iteration 85Q: 3 clusters Score -5589900 nChanged 16
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	Iteration 86Q: 3 clusters Score -5589896 nChanged 15
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	Iteration 87Q: 3 clusters Score -5589906 nChanged 16
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	Iteration 88Q: 3 clusters Score -5589922 nChanged 12
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	Iteration 89Q: 3 clusters Score -5589924 nChanged 12
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5589927 nChanged 16
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5589940 nChanged 13
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	Iteration 92Q: 3 clusters Score -5589953 nChanged 10
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	Iteration 93Q: 3 clusters Score -5589957 nChanged 9
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	Iteration 94Q: 3 clusters Score -5589960 nChanged 7
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5589948 nChanged 8
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	Iteration 96Q: 3 clusters Score -5589949 nChanged 11
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	Iteration 97Q: 3 clusters Score -5589950 nChanged 7
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	Iteration 98Q: 3 clusters Score -5589952 nChanged 4
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	Iteration 99Q: 3 clusters Score -5589954 nChanged 4
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	Iteration 100F: 3 clusters Score -5589953 nChanged 6
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	Iteration 101Q: 3 clusters Score -5589952 nChanged 4
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Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5589952.500000 Penalty: 5293.275879
	Iteration 102Q: 3 clusters Score -5589952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5589956.500000 Penalty: 5293.275879
	Iteration 103Q: 3 clusters Score -5589956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5589962.000000 Penalty: 5293.275879
	Iteration 104Q: 3 clusters Score -5589962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5589961.000000 Penalty: 5293.275879
	Iteration 105Q: 3 clusters Score -5589961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5589968.000000 Penalty: 5293.275879
	Iteration 106Q: 3 clusters Score -5589968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5589962.000000 Penalty: 5293.275879
	Iteration 107Q: 3 clusters Score -5589962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5589961.500000 Penalty: 5293.275879
	Iteration 108Q: 3 clusters Score -5589962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5589960.000000 Penalty: 5293.275879
	Iteration 109Q: 3 clusters Score -5589960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5589960.000000 Penalty: 5293.275879
	Iteration 110Q: 3 clusters Score -5589960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5589957.000000 Penalty: 5293.275879
	Iteration 111Q: 3 clusters Score -5589957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5589963.000000 Penalty: 5293.275879
	Iteration 112Q: 3 clusters Score -5589963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5589960.500000 Penalty: 5293.275879
	Iteration 113Q: 3 clusters Score -5589960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5589962.000000 Penalty: 5293.275879
	Iteration 114Q: 3 clusters Score -5589962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5589962.000000 Penalty: 5293.275879
	Iteration 115F: 3 clusters Score -5589962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66558.195312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66558.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66850.710938 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66850.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67025.710938 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67025.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67198.523438 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67198.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67345.062500 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -67345.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67468.109375 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67468.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67589.250000 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67589.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67777.968750 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67777.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67902.585938 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67902.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68031.960938 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68031.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68087.007812 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68087.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68149.953125 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68149.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68220.375000 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -68220.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68284.593750 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -68284.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68344.304688 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -68344.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68410.882812 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -68410.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68484.437500 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -68484.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68536.476562 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -68536.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68557.375000 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -68557.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68563.734375 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -68563.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68585.523438 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -68585.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68619.828125 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -68619.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68648.351562 Penalty: 3191.535156
	Iteration 22Q: 3 clusters Score -68648.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68696.218750 Penalty: 3191.535156
	Iteration 23Q: 3 clusters Score -68696.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68712.359375 Penalty: 3191.535156
	Iteration 24Q: 3 clusters Score -68712.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68716.195312 Penalty: 3191.535156
	Iteration 25Q: 3 clusters Score -68716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68728.117188 Penalty: 3191.535156
	Iteration 26Q: 3 clusters Score -68728.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68734.546875 Penalty: 3191.535156
	Iteration 27Q: 3 clusters Score -68734.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68746.648438 Penalty: 3191.535156
	Iteration 28Q: 3 clusters Score -68746.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68756.921875 Penalty: 3191.535156
	Iteration 29Q: 3 clusters Score -68756.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68771.406250 Penalty: 3191.535156
	Iteration 30Q: 3 clusters Score -68771.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68856.070312 Penalty: 3191.535156
	Iteration 31Q: 3 clusters Score -68856.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69064.093750 Penalty: 3191.535156
	Iteration 32Q: 3 clusters Score -69064.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69185.054688 Penalty: 3191.535156
	Iteration 33Q: 3 clusters Score -69185.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69191.156250 Penalty: 3191.535156
	Iteration 34Q: 3 clusters Score -69191.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69191.156250 Penalty: 3191.535156
	Iteration 35F: 3 clusters Score -69191.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 159203 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33902 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79820 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 179505 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 146367 members 
Mstep: Class 23 contains 15083 members 
Entering Unmasked Estep 
Score: -98289712.000000 Penalty: 63939.507812
Splitting cluster 12 changes total score from -98290424.000000 to -98289712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (179505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179505 members 
Entering Unmasked Estep 
Score: -22987982.000000 Penalty: 3000.293701
	Iteration 0F: 2 clusters Score -2.298798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90120 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -22869630.000000 Penalty: 6000.587402
	Iteration 0F: 3 clusters Score -2.286963e+07 nChanged 85764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -22919798.000000 Penalty: 6000.587402
	Iteration 1F: 3 clusters Score -2.29198e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -22921060.000000 Penalty: 6000.587402
	Iteration 2Q: 3 clusters Score -2.292106e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104965 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -22923200.000000 Penalty: 6000.587402
	Iteration 3Q: 3 clusters Score -2.29232e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 66489 members 
Entering Unmasked Estep 
Score: -22926764.000000 Penalty: 6000.587402
	Iteration 4Q: 3 clusters Score -2.292676e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -22934054.000000 Penalty: 6000.587402
	Iteration 5F: 3 clusters Score -2.293405e+07 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140935 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -22947684.000000 Penalty: 6000.587402
	Iteration 6F: 3 clusters Score -2.294768e+07 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158702 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -22965374.000000 Penalty: 6000.587402
	Iteration 7F: 3 clusters Score -2.296537e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172029 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -22978648.000000 Penalty: 6000.587402
	Iteration 8F: 3 clusters Score -2.297865e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177678 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -22983712.000000 Penalty: 6000.587402
	Iteration 9Q: 3 clusters Score -2.298371e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179039 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22984832.000000 Penalty: 6000.587402
	Iteration 10Q: 3 clusters Score -2.298483e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179273 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22985074.000000 Penalty: 6000.587402
	Iteration 11Q: 3 clusters Score -2.298507e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179311 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22985180.000000 Penalty: 6000.587402
	Iteration 12Q: 3 clusters Score -2.298518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22985206.000000 Penalty: 6000.587402
	Iteration 13Q: 3 clusters Score -2.298521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179326 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22985208.000000 Penalty: 6000.587402
	Iteration 14Q: 3 clusters Score -2.298521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179327 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22985232.000000 Penalty: 6000.587402
	Iteration 15Q: 3 clusters Score -2.298523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179326 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22985228.000000 Penalty: 6000.587402
	Iteration 16Q: 3 clusters Score -2.298523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179328 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22985244.000000 Penalty: 6000.587402
	Iteration 17Q: 3 clusters Score -2.298524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179329 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22985252.000000 Penalty: 6000.587402
	Iteration 18Q: 3 clusters Score -2.298525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179327 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22985256.000000 Penalty: 6000.587402
	Iteration 19Q: 3 clusters Score -2.298526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179326 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22985254.000000 Penalty: 6000.587402
	Iteration 20F: 3 clusters Score -2.298525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179327 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22985256.000000 Penalty: 6000.587402
	Iteration 21Q: 3 clusters Score -2.298526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179329 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22985264.000000 Penalty: 6000.587402
	Iteration 22Q: 3 clusters Score -2.298526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179329 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22985264.000000 Penalty: 6000.587402
	Iteration 23F: 3 clusters Score -2.298526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75151.335938 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75151.34 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75481.617188 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75481.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75672.195312 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75672.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75819.828125 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -75819.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75894.007812 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -75894.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75927.789062 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -75927.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76017.460938 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76017.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76093.414062 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76093.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76133.765625 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76133.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76175.507812 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -76175.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76254.109375 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -76254.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76391.789062 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76391.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76505.914062 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76505.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76558.109375 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76558.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76605.195312 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -76605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76652.773438 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -76652.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76701.031250 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -76701.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -76756.554688 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -76756.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76781.125000 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -76781.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76789.312500 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -76789.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76807.015625 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -76807.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76812.640625 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -76812.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76820.593750 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -76820.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76826.023438 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -76826.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76831.578125 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -76831.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76843.492188 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -76843.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -76866.984375 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -76866.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76909.945312 Penalty: 3250.750977
	Iteration 27Q: 3 clusters Score -76909.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76909.945312 Penalty: 3250.750977
	Iteration 28F: 3 clusters Score -76909.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 159203 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33902 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79820 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179505 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 146367 members 
Mstep: Class 23 contains 15083 members 
Entering Unmasked Estep 
Score: -98288880.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98290424.000000 to -98288880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (51293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Entering Unmasked Estep 
Score: -6617976.000000 Penalty: 2689.636719
	Iteration 0F: 2 clusters Score -6617976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -6583428.000000 Penalty: 5379.273438
	Iteration 0F: 3 clusters Score -6583428 nChanged 23648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -6596411.500000 Penalty: 5379.273438
	Iteration 1F: 3 clusters Score -6596412 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -6596952.500000 Penalty: 5379.273438
	Iteration 2Q: 3 clusters Score -6596952 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6597514.500000 Penalty: 5379.273438
	Iteration 3Q: 3 clusters Score -6597514 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -6598125.500000 Penalty: 5379.273438
	Iteration 4Q: 3 clusters Score -6598126 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -6598825.500000 Penalty: 5379.273438
	Iteration 5Q: 3 clusters Score -6598826 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6599723.000000 Penalty: 5379.273438
	Iteration 6Q: 3 clusters Score -6599723 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -6600911.500000 Penalty: 5379.273438
	Iteration 7Q: 3 clusters Score -6600912 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -6602428.500000 Penalty: 5379.273438
	Iteration 8Q: 3 clusters Score -6602428 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -6604387.500000 Penalty: 5379.273438
	Iteration 9F: 3 clusters Score -6604388 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -6606815.500000 Penalty: 5379.273438
	Iteration 10F: 3 clusters Score -6606816 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -6609125.000000 Penalty: 5379.273438
	Iteration 11F: 3 clusters Score -6609125 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6611083.500000 Penalty: 5379.273438
	Iteration 12Q: 3 clusters Score -6611084 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6612346.000000 Penalty: 5379.273438
	Iteration 13Q: 3 clusters Score -6612346 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -6613050.500000 Penalty: 5379.273438
	Iteration 14Q: 3 clusters Score -6613050 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -6613539.000000 Penalty: 5379.273438
	Iteration 15Q: 3 clusters Score -6613539 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -6614030.000000 Penalty: 5379.273438
	Iteration 16Q: 3 clusters Score -6614030 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6614416.000000 Penalty: 5379.273438
	Iteration 17Q: 3 clusters Score -6614416 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -6614844.000000 Penalty: 5379.273438
	Iteration 18Q: 3 clusters Score -6614844 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -6615132.000000 Penalty: 5379.273438
	Iteration 19Q: 3 clusters Score -6615132 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -6615343.000000 Penalty: 5379.273438
	Iteration 20F: 3 clusters Score -6615343 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6615546.500000 Penalty: 5379.273438
	Iteration 21Q: 3 clusters Score -6615546 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6615717.000000 Penalty: 5379.273438
	Iteration 22Q: 3 clusters Score -6615717 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -6615891.000000 Penalty: 5379.273438
	Iteration 23Q: 3 clusters Score -6615891 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -6616027.000000 Penalty: 5379.273438
	Iteration 24Q: 3 clusters Score -6616027 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6616126.500000 Penalty: 5379.273438
	Iteration 25Q: 3 clusters Score -6616126 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -6616209.500000 Penalty: 5379.273438
	Iteration 26Q: 3 clusters Score -6616210 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6616286.500000 Penalty: 5379.273438
	Iteration 27Q: 3 clusters Score -6616286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -6616328.000000 Penalty: 5379.273438
	Iteration 28Q: 3 clusters Score -6616328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -6616371.500000 Penalty: 5379.273438
	Iteration 29Q: 3 clusters Score -6616372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -6616401.000000 Penalty: 5379.273438
	Iteration 30Q: 3 clusters Score -6616401 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -6616454.500000 Penalty: 5379.273438
	Iteration 31Q: 3 clusters Score -6616454 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -6616494.000000 Penalty: 5379.273438
	Iteration 32Q: 3 clusters Score -6616494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6616519.500000 Penalty: 5379.273438
	Iteration 33Q: 3 clusters Score -6616520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -6616542.500000 Penalty: 5379.273438
	Iteration 34Q: 3 clusters Score -6616542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -6616562.000000 Penalty: 5379.273438
	Iteration 35Q: 3 clusters Score -6616562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -6616566.000000 Penalty: 5379.273438
	Iteration 36Q: 3 clusters Score -6616566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6616561.500000 Penalty: 5379.273438
	Iteration 37Q: 3 clusters Score -6616562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -6616536.500000 Penalty: 5379.273438
	Iteration 38Q: 3 clusters Score -6616536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6616548.500000 Penalty: 5379.273438
	Iteration 39Q: 3 clusters Score -6616548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -6616542.000000 Penalty: 5379.273438
	Iteration 40F: 3 clusters Score -6616542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6616558.000000 Penalty: 5379.273438
	Iteration 41Q: 3 clusters Score -6616558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6616552.500000 Penalty: 5379.273438
	Iteration 42Q: 3 clusters Score -6616552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -6616554.000000 Penalty: 5379.273438
	Iteration 43Q: 3 clusters Score -6616554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -6616547.000000 Penalty: 5379.273438
	Iteration 44Q: 3 clusters Score -6616547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -6616541.500000 Penalty: 5379.273438
	Iteration 45Q: 3 clusters Score -6616542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -6616545.500000 Penalty: 5379.273438
	Iteration 46Q: 3 clusters Score -6616546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6616545.500000 Penalty: 5379.273438
	Iteration 47Q: 3 clusters Score -6616546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -6616551.500000 Penalty: 5379.273438
	Iteration 48Q: 3 clusters Score -6616552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6616537.500000 Penalty: 5379.273438
	Iteration 49Q: 3 clusters Score -6616538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -6616541.500000 Penalty: 5379.273438
	Iteration 50Q: 3 clusters Score -6616542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -6616543.500000 Penalty: 5379.273438
	Iteration 51Q: 3 clusters Score -6616544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6616550.000000 Penalty: 5379.273438
	Iteration 52Q: 3 clusters Score -6616550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6616541.500000 Penalty: 5379.273438
	Iteration 53Q: 3 clusters Score -6616542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6616534.500000 Penalty: 5379.273438
	Iteration 54Q: 3 clusters Score -6616534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -6616525.000000 Penalty: 5379.273438
	Iteration 55Q: 3 clusters Score -6616525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6616531.500000 Penalty: 5379.273438
	Iteration 56Q: 3 clusters Score -6616532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6616542.000000 Penalty: 5379.273438
	Iteration 57Q: 3 clusters Score -6616542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -6616536.000000 Penalty: 5379.273438
	Iteration 58Q: 3 clusters Score -6616536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6616539.000000 Penalty: 5379.273438
	Iteration 59Q: 3 clusters Score -6616539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6616540.000000 Penalty: 5379.273438
	Iteration 60F: 3 clusters Score -6616540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -6616537.500000 Penalty: 5379.273438
	Iteration 61Q: 3 clusters Score -6616538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -6616531.500000 Penalty: 5379.273438
	Iteration 62Q: 3 clusters Score -6616532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6616530.500000 Penalty: 5379.273438
	Iteration 63Q: 3 clusters Score -6616530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -6616531.000000 Penalty: 5379.273438
	Iteration 64Q: 3 clusters Score -6616531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6616528.000000 Penalty: 5379.273438
	Iteration 65Q: 3 clusters Score -6616528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6616534.000000 Penalty: 5379.273438
	Iteration 66Q: 3 clusters Score -6616534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6616529.000000 Penalty: 5379.273438
	Iteration 67Q: 3 clusters Score -6616529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -6616528.000000 Penalty: 5379.273438
	Iteration 68Q: 3 clusters Score -6616528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -6616528.000000 Penalty: 5379.273438
	Iteration 69F: 3 clusters Score -6616528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Entering Unmasked Estep 
Score: -1452886.375000 Penalty: 2329.194092
	Iteration 0F: 2 clusters Score -1452886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1443858.625000 Penalty: 4658.388184
	Iteration 0F: 3 clusters Score -1443859 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1446605.875000 Penalty: 4658.388184
	Iteration 1F: 3 clusters Score -1446606 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1446933.750000 Penalty: 4658.388184
	Iteration 2F: 3 clusters Score -1446934 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1447196.625000 Penalty: 4658.388184
	Iteration 3F: 3 clusters Score -1447197 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1447429.500000 Penalty: 4658.388184
	Iteration 4Q: 3 clusters Score -1447430 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1447673.000000 Penalty: 4658.388184
	Iteration 5Q: 3 clusters Score -1447673 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1447909.500000 Penalty: 4658.388184
	Iteration 6Q: 3 clusters Score -1447910 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1448154.500000 Penalty: 4658.388184
	Iteration 7Q: 3 clusters Score -1448154 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1448412.000000 Penalty: 4658.388184
	Iteration 8Q: 3 clusters Score -1448412 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1448697.375000 Penalty: 4658.388184
	Iteration 9Q: 3 clusters Score -1448697 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1448979.250000 Penalty: 4658.388184
	Iteration 10Q: 3 clusters Score -1448979 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1449276.625000 Penalty: 4658.388184
	Iteration 11Q: 3 clusters Score -1449277 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1449545.000000 Penalty: 4658.388184
	Iteration 12Q: 3 clusters Score -1449545 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1449769.875000 Penalty: 4658.388184
	Iteration 13Q: 3 clusters Score -1449770 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1449960.750000 Penalty: 4658.388184
	Iteration 14Q: 3 clusters Score -1449961 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1450130.000000 Penalty: 4658.388184
	Iteration 15Q: 3 clusters Score -1450130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1450280.375000 Penalty: 4658.388184
	Iteration 16Q: 3 clusters Score -1450280 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1450406.500000 Penalty: 4658.388184
	Iteration 17Q: 3 clusters Score -1450406 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1450522.000000 Penalty: 4658.388184
	Iteration 18Q: 3 clusters Score -1450522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1450600.125000 Penalty: 4658.388184
	Iteration 19Q: 3 clusters Score -1450600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1450658.875000 Penalty: 4658.388184
	Iteration 20F: 3 clusters Score -1450659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1450717.250000 Penalty: 4658.388184
	Iteration 21Q: 3 clusters Score -1450717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1450757.250000 Penalty: 4658.388184
	Iteration 22Q: 3 clusters Score -1450757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1450786.250000 Penalty: 4658.388184
	Iteration 23Q: 3 clusters Score -1450786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1450805.000000 Penalty: 4658.388184
	Iteration 24Q: 3 clusters Score -1450805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1450818.875000 Penalty: 4658.388184
	Iteration 25Q: 3 clusters Score -1450819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1450832.625000 Penalty: 4658.388184
	Iteration 26Q: 3 clusters Score -1450833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1450839.125000 Penalty: 4658.388184
	Iteration 27Q: 3 clusters Score -1450839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1450843.000000 Penalty: 4658.388184
	Iteration 28Q: 3 clusters Score -1450843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1450849.875000 Penalty: 4658.388184
	Iteration 29Q: 3 clusters Score -1450850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1450857.000000 Penalty: 4658.388184
	Iteration 30Q: 3 clusters Score -1450857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1450858.000000 Penalty: 4658.388184
	Iteration 31Q: 3 clusters Score -1450858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1450864.000000 Penalty: 4658.388184
	Iteration 32Q: 3 clusters Score -1450864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1450865.625000 Penalty: 4658.388184
	Iteration 33Q: 3 clusters Score -1450866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1450871.000000 Penalty: 4658.388184
	Iteration 34Q: 3 clusters Score -1450871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1450879.125000 Penalty: 4658.388184
	Iteration 35Q: 3 clusters Score -1450879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1450883.250000 Penalty: 4658.388184
	Iteration 36Q: 3 clusters Score -1450883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1450882.875000 Penalty: 4658.388184
	Iteration 37Q: 3 clusters Score -1450883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1450886.375000 Penalty: 4658.388184
	Iteration 38Q: 3 clusters Score -1450886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1450886.375000 Penalty: 4658.388184
	Iteration 39F: 3 clusters Score -1450886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (146367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Entering Unmasked Estep 
Score: -18722954.000000 Penalty: 2949.680420
	Iteration 0F: 2 clusters Score -1.872295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -18625242.000000 Penalty: 5899.360840
	Iteration 0F: 3 clusters Score -1.862524e+07 nChanged 69901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -18665322.000000 Penalty: 5899.360840
	Iteration 1F: 3 clusters Score -1.866532e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -18666106.000000 Penalty: 5899.360840
	Iteration 2Q: 3 clusters Score -1.866611e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -18667000.000000 Penalty: 5899.360840
	Iteration 3Q: 3 clusters Score -1.8667e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -18668446.000000 Penalty: 5899.360840
	Iteration 4Q: 3 clusters Score -1.866845e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -18670606.000000 Penalty: 5899.360840
	Iteration 5Q: 3 clusters Score -1.867061e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -18674636.000000 Penalty: 5899.360840
	Iteration 6F: 3 clusters Score -1.867464e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -18681718.000000 Penalty: 5899.360840
	Iteration 7F: 3 clusters Score -1.868172e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -18691980.000000 Penalty: 5899.360840
	Iteration 8F: 3 clusters Score -1.869198e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -18702866.000000 Penalty: 5899.360840
	Iteration 9F: 3 clusters Score -1.870287e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -18710130.000000 Penalty: 5899.360840
	Iteration 10F: 3 clusters Score -1.871013e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -18713474.000000 Penalty: 5899.360840
	Iteration 11Q: 3 clusters Score -1.871347e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 126923 members 
Entering Unmasked Estep 
Score: -18714860.000000 Penalty: 5899.360840
	Iteration 12Q: 3 clusters Score -1.871486e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -18715880.000000 Penalty: 5899.360840
	Iteration 13Q: 3 clusters Score -1.871588e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -18716748.000000 Penalty: 5899.360840
	Iteration 14Q: 3 clusters Score -1.871675e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 132219 members 
Entering Unmasked Estep 
Score: -18717476.000000 Penalty: 5899.360840
	Iteration 15Q: 3 clusters Score -1.871748e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 133643 members 
Entering Unmasked Estep 
Score: -18718116.000000 Penalty: 5899.360840
	Iteration 16Q: 3 clusters Score -1.871812e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -18718556.000000 Penalty: 5899.360840
	Iteration 17Q: 3 clusters Score -1.871856e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 135944 members 
Entering Unmasked Estep 
Score: -18718996.000000 Penalty: 5899.360840
	Iteration 18Q: 3 clusters Score -1.8719e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -18719328.000000 Penalty: 5899.360840
	Iteration 19Q: 3 clusters Score -1.871933e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 137697 members 
Entering Unmasked Estep 
Score: -18719672.000000 Penalty: 5899.360840
	Iteration 20F: 3 clusters Score -1.871967e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -18719944.000000 Penalty: 5899.360840
	Iteration 21Q: 3 clusters Score -1.871994e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 139099 members 
Entering Unmasked Estep 
Score: -18720178.000000 Penalty: 5899.360840
	Iteration 22Q: 3 clusters Score -1.872018e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 139650 members 
Entering Unmasked Estep 
Score: -18720282.000000 Penalty: 5899.360840
	Iteration 23Q: 3 clusters Score -1.872028e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -18720426.000000 Penalty: 5899.360840
	Iteration 24Q: 3 clusters Score -1.872043e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 140615 members 
Entering Unmasked Estep 
Score: -18720614.000000 Penalty: 5899.360840
	Iteration 25Q: 3 clusters Score -1.872061e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -18720740.000000 Penalty: 5899.360840
	Iteration 26Q: 3 clusters Score -1.872074e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -18720852.000000 Penalty: 5899.360840
	Iteration 27Q: 3 clusters Score -1.872085e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -18720932.000000 Penalty: 5899.360840
	Iteration 28Q: 3 clusters Score -1.872093e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 141890 members 
Entering Unmasked Estep 
Score: -18720980.000000 Penalty: 5899.360840
	Iteration 29Q: 3 clusters Score -1.872098e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 142087 members 
Entering Unmasked Estep 
Score: -18720998.000000 Penalty: 5899.360840
	Iteration 30Q: 3 clusters Score -1.8721e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -18721018.000000 Penalty: 5899.360840
	Iteration 31Q: 3 clusters Score -1.872102e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 142415 members 
Entering Unmasked Estep 
Score: -18721056.000000 Penalty: 5899.360840
	Iteration 32Q: 3 clusters Score -1.872106e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -18721076.000000 Penalty: 5899.360840
	Iteration 33Q: 3 clusters Score -1.872108e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -18721102.000000 Penalty: 5899.360840
	Iteration 34Q: 3 clusters Score -1.87211e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -18721140.000000 Penalty: 5899.360840
	Iteration 35Q: 3 clusters Score -1.872114e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 142826 members 
Entering Unmasked Estep 
Score: -18721146.000000 Penalty: 5899.360840
	Iteration 36Q: 3 clusters Score -1.872115e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 142908 members 
Entering Unmasked Estep 
Score: -18721138.000000 Penalty: 5899.360840
	Iteration 37Q: 3 clusters Score -1.872114e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -18721124.000000 Penalty: 5899.360840
	Iteration 38Q: 3 clusters Score -1.872112e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 143028 members 
Entering Unmasked Estep 
Score: -18721096.000000 Penalty: 5899.360840
	Iteration 39Q: 3 clusters Score -1.87211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -18721138.000000 Penalty: 5899.360840
	Iteration 40F: 3 clusters Score -1.872114e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -18721142.000000 Penalty: 5899.360840
	Iteration 41Q: 3 clusters Score -1.872114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -18721158.000000 Penalty: 5899.360840
	Iteration 42Q: 3 clusters Score -1.872116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -18721158.000000 Penalty: 5899.360840
	Iteration 43Q: 3 clusters Score -1.872116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 143183 members 
Entering Unmasked Estep 
Score: -18721144.000000 Penalty: 5899.360840
	Iteration 44Q: 3 clusters Score -1.872114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -18721142.000000 Penalty: 5899.360840
	Iteration 45Q: 3 clusters Score -1.872114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -18721140.000000 Penalty: 5899.360840
	Iteration 46Q: 3 clusters Score -1.872114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 143241 members 
Entering Unmasked Estep 
Score: -18721162.000000 Penalty: 5899.360840
	Iteration 47Q: 3 clusters Score -1.872116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 143259 members 
Entering Unmasked Estep 
Score: -18721186.000000 Penalty: 5899.360840
	Iteration 48Q: 3 clusters Score -1.872119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -18721166.000000 Penalty: 5899.360840
	Iteration 49Q: 3 clusters Score -1.872117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 143294 members 
Entering Unmasked Estep 
Score: -18721166.000000 Penalty: 5899.360840
	Iteration 50Q: 3 clusters Score -1.872117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 143308 members 
Entering Unmasked Estep 
Score: -18721148.000000 Penalty: 5899.360840
	Iteration 51Q: 3 clusters Score -1.872115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -18721152.000000 Penalty: 5899.360840
	Iteration 52Q: 3 clusters Score -1.872115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -18721148.000000 Penalty: 5899.360840
	Iteration 53Q: 3 clusters Score -1.872115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 143348 members 
Entering Unmasked Estep 
Score: -18721166.000000 Penalty: 5899.360840
	Iteration 54Q: 3 clusters Score -1.872117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -18721158.000000 Penalty: 5899.360840
	Iteration 55Q: 3 clusters Score -1.872116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 143374 members 
Entering Unmasked Estep 
Score: -18721150.000000 Penalty: 5899.360840
	Iteration 56Q: 3 clusters Score -1.872115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -18721164.000000 Penalty: 5899.360840
	Iteration 57Q: 3 clusters Score -1.872116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 143385 members 
Entering Unmasked Estep 
Score: -18721158.000000 Penalty: 5899.360840
	Iteration 58Q: 3 clusters Score -1.872116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 143389 members 
Entering Unmasked Estep 
Score: -18721158.000000 Penalty: 5899.360840
	Iteration 59Q: 3 clusters Score -1.872116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 143394 members 
Entering Unmasked Estep 
Score: -18721158.000000 Penalty: 5899.360840
	Iteration 60F: 3 clusters Score -1.872116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -18721162.000000 Penalty: 5899.360840
	Iteration 61Q: 3 clusters Score -1.872116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 143410 members 
Entering Unmasked Estep 
Score: -18721154.000000 Penalty: 5899.360840
	Iteration 62Q: 3 clusters Score -1.872115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 143423 members 
Entering Unmasked Estep 
Score: -18721172.000000 Penalty: 5899.360840
	Iteration 63Q: 3 clusters Score -1.872117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 143438 members 
Entering Unmasked Estep 
Score: -18721176.000000 Penalty: 5899.360840
	Iteration 64Q: 3 clusters Score -1.872118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 143449 members 
Entering Unmasked Estep 
Score: -18721162.000000 Penalty: 5899.360840
	Iteration 65Q: 3 clusters Score -1.872116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -18721170.000000 Penalty: 5899.360840
	Iteration 66Q: 3 clusters Score -1.872117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
Score: -18721186.000000 Penalty: 5899.360840
	Iteration 67Q: 3 clusters Score -1.872119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -18721192.000000 Penalty: 5899.360840
	Iteration 68Q: 3 clusters Score -1.872119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 143490 members 
Entering Unmasked Estep 
Score: -18721202.000000 Penalty: 5899.360840
	Iteration 69Q: 3 clusters Score -1.87212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 143498 members 
Entering Unmasked Estep 
Score: -18721212.000000 Penalty: 5899.360840
	Iteration 70Q: 3 clusters Score -1.872121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 143507 members 
Entering Unmasked Estep 
Score: -18721214.000000 Penalty: 5899.360840
	Iteration 71Q: 3 clusters Score -1.872121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 143519 members 
Entering Unmasked Estep 
Score: -18721212.000000 Penalty: 5899.360840
	Iteration 72Q: 3 clusters Score -1.872121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 143531 members 
Entering Unmasked Estep 
Score: -18721220.000000 Penalty: 5899.360840
	Iteration 73Q: 3 clusters Score -1.872122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 143541 members 
Entering Unmasked Estep 
Score: -18721198.000000 Penalty: 5899.360840
	Iteration 74Q: 3 clusters Score -1.87212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -18721218.000000 Penalty: 5899.360840
	Iteration 75Q: 3 clusters Score -1.872122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 143554 members 
Entering Unmasked Estep 
Score: -18721220.000000 Penalty: 5899.360840
	Iteration 76Q: 3 clusters Score -1.872122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -18721218.000000 Penalty: 5899.360840
	Iteration 77Q: 3 clusters Score -1.872122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 143568 members 
Entering Unmasked Estep 
Score: -18721228.000000 Penalty: 5899.360840
	Iteration 78Q: 3 clusters Score -1.872123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 143576 members 
Entering Unmasked Estep 
Score: -18721238.000000 Penalty: 5899.360840
	Iteration 79Q: 3 clusters Score -1.872124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 143582 members 
Entering Unmasked Estep 
Score: -18721222.000000 Penalty: 5899.360840
	Iteration 80F: 3 clusters Score -1.872122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 143588 members 
Entering Unmasked Estep 
Score: -18721210.000000 Penalty: 5899.360840
	Iteration 81Q: 3 clusters Score -1.872121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 143593 members 
Entering Unmasked Estep 
Score: -18721206.000000 Penalty: 5899.360840
	Iteration 82Q: 3 clusters Score -1.872121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 143593 members 
Entering Unmasked Estep 
Score: -18721206.000000 Penalty: 5899.360840
	Iteration 83F: 3 clusters Score -1.872121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Entering Unmasked Estep 
Score: -1963183.000000 Penalty: 2386.088135
	Iteration 0F: 2 clusters Score -1963183 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 7537 members 
Entering Unmasked Estep 
Score: -1952268.375000 Penalty: 4772.176270
	Iteration 0F: 3 clusters Score -1952268 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1955774.625000 Penalty: 4772.176270
	Iteration 1F: 3 clusters Score -1955775 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1956053.750000 Penalty: 4772.176270
	Iteration 2F: 3 clusters Score -1956054 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1956273.125000 Penalty: 4772.176270
	Iteration 3Q: 3 clusters Score -1956273 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1956462.125000 Penalty: 4772.176270
	Iteration 4Q: 3 clusters Score -1956462 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1956646.500000 Penalty: 4772.176270
	Iteration 5Q: 3 clusters Score -1956646 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1956819.000000 Penalty: 4772.176270
	Iteration 6Q: 3 clusters Score -1956819 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1956995.000000 Penalty: 4772.176270
	Iteration 7Q: 3 clusters Score -1956995 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1957200.500000 Penalty: 4772.176270
	Iteration 8Q: 3 clusters Score -1957200 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1957465.500000 Penalty: 4772.176270
	Iteration 9Q: 3 clusters Score -1957466 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1957757.500000 Penalty: 4772.176270
	Iteration 10Q: 3 clusters Score -1957758 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1958065.750000 Penalty: 4772.176270
	Iteration 11Q: 3 clusters Score -1958066 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1958432.125000 Penalty: 4772.176270
	Iteration 12Q: 3 clusters Score -1958432 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1958814.875000 Penalty: 4772.176270
	Iteration 13Q: 3 clusters Score -1958815 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1959151.250000 Penalty: 4772.176270
	Iteration 14Q: 3 clusters Score -1959151 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1959410.500000 Penalty: 4772.176270
	Iteration 15Q: 3 clusters Score -1959410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1959586.125000 Penalty: 4772.176270
	Iteration 16Q: 3 clusters Score -1959586 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1959692.125000 Penalty: 4772.176270
	Iteration 17Q: 3 clusters Score -1959692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1959755.125000 Penalty: 4772.176270
	Iteration 18Q: 3 clusters Score -1959755 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1959797.000000 Penalty: 4772.176270
	Iteration 19Q: 3 clusters Score -1959797 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1959820.125000 Penalty: 4772.176270
	Iteration 20F: 3 clusters Score -1959820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1959848.500000 Penalty: 4772.176270
	Iteration 21Q: 3 clusters Score -1959848 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1959862.375000 Penalty: 4772.176270
	Iteration 22Q: 3 clusters Score -1959862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1959893.125000 Penalty: 4772.176270
	Iteration 23Q: 3 clusters Score -1959893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1959916.250000 Penalty: 4772.176270
	Iteration 24Q: 3 clusters Score -1959916 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1959943.375000 Penalty: 4772.176270
	Iteration 25Q: 3 clusters Score -1959943 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1959971.750000 Penalty: 4772.176270
	Iteration 26Q: 3 clusters Score -1959972 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1960007.750000 Penalty: 4772.176270
	Iteration 27Q: 3 clusters Score -1960008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1960025.500000 Penalty: 4772.176270
	Iteration 28Q: 3 clusters Score -1960026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1960034.000000 Penalty: 4772.176270
	Iteration 29Q: 3 clusters Score -1960034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1960043.125000 Penalty: 4772.176270
	Iteration 30Q: 3 clusters Score -1960043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1960048.875000 Penalty: 4772.176270
	Iteration 31Q: 3 clusters Score -1960049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1960067.500000 Penalty: 4772.176270
	Iteration 32Q: 3 clusters Score -1960068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1960073.875000 Penalty: 4772.176270
	Iteration 33Q: 3 clusters Score -1960074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1960076.750000 Penalty: 4772.176270
	Iteration 34Q: 3 clusters Score -1960077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1960092.500000 Penalty: 4772.176270
	Iteration 35Q: 3 clusters Score -1960092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1960098.875000 Penalty: 4772.176270
	Iteration 36Q: 3 clusters Score -1960099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1960109.500000 Penalty: 4772.176270
	Iteration 37Q: 3 clusters Score -1960110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1960113.375000 Penalty: 4772.176270
	Iteration 38Q: 3 clusters Score -1960113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1960113.500000 Penalty: 4772.176270
	Iteration 39Q: 3 clusters Score -1960114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1960118.625000 Penalty: 4772.176270
	Iteration 40F: 3 clusters Score -1960119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1960132.000000 Penalty: 4772.176270
	Iteration 41Q: 3 clusters Score -1960132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1960137.250000 Penalty: 4772.176270
	Iteration 42Q: 3 clusters Score -1960137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1960145.625000 Penalty: 4772.176270
	Iteration 43Q: 3 clusters Score -1960146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1960150.125000 Penalty: 4772.176270
	Iteration 44Q: 3 clusters Score -1960150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1960147.250000 Penalty: 4772.176270
	Iteration 45Q: 3 clusters Score -1960147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1960150.625000 Penalty: 4772.176270
	Iteration 46Q: 3 clusters Score -1960151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1960151.500000 Penalty: 4772.176270
	Iteration 47Q: 3 clusters Score -1960152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1960148.625000 Penalty: 4772.176270
	Iteration 48Q: 3 clusters Score -1960149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1960154.375000 Penalty: 4772.176270
	Iteration 49Q: 3 clusters Score -1960154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1960155.625000 Penalty: 4772.176270
	Iteration 50Q: 3 clusters Score -1960156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1960163.250000 Penalty: 4772.176270
	Iteration 51Q: 3 clusters Score -1960163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1960160.125000 Penalty: 4772.176270
	Iteration 52Q: 3 clusters Score -1960160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1960167.625000 Penalty: 4772.176270
	Iteration 53Q: 3 clusters Score -1960168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1960172.875000 Penalty: 4772.176270
	Iteration 54Q: 3 clusters Score -1960173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1960175.375000 Penalty: 4772.176270
	Iteration 55Q: 3 clusters Score -1960175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1960184.000000 Penalty: 4772.176270
	Iteration 56Q: 3 clusters Score -1960184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1960178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1960180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1960188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1960186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1960191.375000 Penalty: 4772.176270
	Iteration 61Q: 3 clusters Score -1960191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1960194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1960194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1960196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1960194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1960193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1960198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1960198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1960197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
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	Iteration 70F: 3 clusters Score -1960197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 159203 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33902 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79820 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179505 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 146367 members 
Mstep: Class 23 contains 15083 members 
Entering Unmasked Estep 
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Iteration 199Q: 19 clusters Score -9.82905e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 159200 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33894 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79821 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43124 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179670 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51285 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 22 contains 146225 members 
Mstep: Class 23 contains 15080 members 
Entering Unmasked Estep 
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Iteration 200F: 19 clusters Score -9.829054e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 159190 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33890 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79822 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179830 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51281 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 22 contains 146087 members 
Mstep: Class 23 contains 15071 members 
Entering Unmasked Estep 
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Iteration 201Q: 19 clusters Score -9.829054e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 159206 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33885 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79821 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43120 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 179989 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 22 contains 145937 members 
Mstep: Class 23 contains 15071 members 
Entering Unmasked Estep 
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Iteration 202Q: 19 clusters Score -9.82905e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 159222 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33884 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79825 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43117 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180128 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51269 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 22 contains 145798 members 
Mstep: Class 23 contains 15070 members 
Entering Unmasked Estep 
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Iteration 203Q: 19 clusters Score -9.829055e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 159237 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33887 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79833 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43115 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180248 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51242 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 22 contains 145689 members 
Mstep: Class 23 contains 15065 members 
Entering Unmasked Estep 
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Iteration 204Q: 19 clusters Score -9.829048e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 159254 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33882 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79833 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7518 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43114 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180379 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51234 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 22 contains 145556 members 
Mstep: Class 23 contains 15062 members 
Entering Unmasked Estep 
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Iteration 205Q: 19 clusters Score -9.829025e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 159280 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33880 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79824 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43113 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180501 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51214 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 22 contains 145447 members 
Mstep: Class 23 contains 15057 members 
Entering Unmasked Estep 
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Iteration 206Q: 19 clusters Score -9.829026e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 159313 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33879 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79827 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43104 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180618 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51204 members 
Mstep: Class 20 contains 11991 members 
Mstep: Class 22 contains 145323 members 
Mstep: Class 23 contains 15052 members 
Entering Unmasked Estep 
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Iteration 207Q: 19 clusters Score -9.829038e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 159341 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33882 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79829 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43099 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180725 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51194 members 
Mstep: Class 20 contains 11993 members 
Mstep: Class 22 contains 145194 members 
Mstep: Class 23 contains 15051 members 
Entering Unmasked Estep 
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Iteration 208Q: 19 clusters Score -9.829045e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 159361 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33877 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79837 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43094 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180870 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51175 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 22 contains 145058 members 
Mstep: Class 23 contains 15048 members 
Entering Unmasked Estep 
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Iteration 209Q: 19 clusters Score -9.829038e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 159401 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33874 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79843 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7527 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43084 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 180985 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51166 members 
Mstep: Class 20 contains 11992 members 
Mstep: Class 22 contains 144923 members 
Mstep: Class 23 contains 15042 members 
Entering Unmasked Estep 
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Iteration 210Q: 19 clusters Score -9.829048e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 159440 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33875 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79849 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7531 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43079 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181083 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51149 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 22 contains 144794 members 
Mstep: Class 23 contains 15042 members 
Entering Unmasked Estep 
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Iteration 211Q: 19 clusters Score -9.829032e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 159492 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33876 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79855 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43068 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181157 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51132 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 22 contains 144681 members 
Mstep: Class 23 contains 15047 members 
Entering Unmasked Estep 
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Iteration 212Q: 19 clusters Score -9.829034e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 159551 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33879 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79862 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43058 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181241 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51116 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 22 contains 144558 members 
Mstep: Class 23 contains 15049 members 
Entering Unmasked Estep 
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Iteration 213Q: 19 clusters Score -9.829022e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 159607 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33893 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79866 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43059 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181311 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51104 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 22 contains 144435 members 
Mstep: Class 23 contains 15047 members 
Entering Unmasked Estep 
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Iteration 214Q: 19 clusters Score -9.829026e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 159684 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33896 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79862 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7550 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43056 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181406 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51089 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 22 contains 144291 members 
Mstep: Class 23 contains 15049 members 
Entering Unmasked Estep 
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Iteration 215Q: 19 clusters Score -9.829016e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 159753 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33898 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79864 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7551 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43055 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181475 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51085 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 22 contains 144165 members 
Mstep: Class 23 contains 15048 members 
Entering Unmasked Estep 
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Iteration 216Q: 19 clusters Score -9.829021e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 159845 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33893 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79868 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43063 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181514 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51077 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 22 contains 144039 members 
Mstep: Class 23 contains 15048 members 
Entering Unmasked Estep 
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Iteration 217Q: 19 clusters Score -9.829017e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 159953 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33896 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79871 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43075 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181525 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51055 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 22 contains 143927 members 
Mstep: Class 23 contains 15048 members 
Entering Unmasked Estep 
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Iteration 218Q: 19 clusters Score -9.829016e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 160064 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33895 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79877 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43086 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181533 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51047 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 22 contains 143811 members 
Mstep: Class 23 contains 15049 members 
Entering Unmasked Estep 
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Iteration 219Q: 19 clusters Score -9.829015e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 160153 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33903 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79884 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43089 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181557 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51041 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 22 contains 143698 members 
Mstep: Class 23 contains 15052 members 
Entering Unmasked Estep 
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Iteration 220F: 19 clusters Score -9.829008e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 160234 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33906 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79886 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43093 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181586 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51037 members 
Mstep: Class 20 contains 11966 members 
Mstep: Class 22 contains 143594 members 
Mstep: Class 23 contains 15055 members 
Entering Unmasked Estep 
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Iteration 221Q: 19 clusters Score -9.829017e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 160331 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33916 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79881 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43096 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181603 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51028 members 
Mstep: Class 20 contains 11963 members 
Mstep: Class 22 contains 143492 members 
Mstep: Class 23 contains 15056 members 
Entering Unmasked Estep 
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Iteration 222Q: 19 clusters Score -9.829012e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 160436 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33915 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79876 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7557 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43093 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181621 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51012 members 
Mstep: Class 20 contains 11963 members 
Mstep: Class 22 contains 143403 members 
Mstep: Class 23 contains 15054 members 
Entering Unmasked Estep 
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Iteration 223Q: 19 clusters Score -9.829004e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 160538 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33908 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79876 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43096 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181636 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51011 members 
Mstep: Class 20 contains 11960 members 
Mstep: Class 22 contains 143312 members 
Mstep: Class 23 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290016.000000 Penalty: 60574.269531
Iteration 224Q: 19 clusters Score -9.829002e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 160646 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33916 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79885 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43103 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181654 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50999 members 
Mstep: Class 20 contains 11957 members 
Mstep: Class 22 contains 143186 members 
Mstep: Class 23 contains 15056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289992.000000 Penalty: 60574.269531
Iteration 225Q: 19 clusters Score -9.828999e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 160749 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33928 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79882 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43112 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181694 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50981 members 
Mstep: Class 20 contains 11950 members 
Mstep: Class 22 contains 143051 members 
Mstep: Class 23 contains 15054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289848.000000 Penalty: 60574.269531
Iteration 226Q: 19 clusters Score -9.828985e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 160830 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33934 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79880 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43116 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181707 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50979 members 
Mstep: Class 20 contains 11950 members 
Mstep: Class 22 contains 142944 members 
Mstep: Class 23 contains 15051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289904.000000 Penalty: 60574.269531
Iteration 227Q: 19 clusters Score -9.82899e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 160920 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33936 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79871 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43118 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181721 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50973 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 22 contains 142846 members 
Mstep: Class 23 contains 15047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289824.000000 Penalty: 60574.269531
Iteration 228Q: 19 clusters Score -9.828982e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 161001 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33940 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79863 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43120 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181733 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50977 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 22 contains 142751 members 
Mstep: Class 23 contains 15044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289880.000000 Penalty: 60574.269531
Iteration 229Q: 19 clusters Score -9.828988e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 161088 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33938 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79860 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43118 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181757 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50974 members 
Mstep: Class 20 contains 11948 members 
Mstep: Class 22 contains 142643 members 
Mstep: Class 23 contains 15038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289960.000000 Penalty: 60574.269531
Iteration 230Q: 19 clusters Score -9.828996e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 161165 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33941 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79851 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43120 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181797 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50970 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 22 contains 142533 members 
Mstep: Class 23 contains 15029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289944.000000 Penalty: 60574.269531
Iteration 231Q: 19 clusters Score -9.828994e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 161233 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33939 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79848 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43124 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181828 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50976 members 
Mstep: Class 20 contains 11938 members 
Mstep: Class 22 contains 142440 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289840.000000 Penalty: 60574.269531
Iteration 232Q: 19 clusters Score -9.828984e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 161311 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33941 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79844 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43118 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181842 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50980 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 22 contains 142348 members 
Mstep: Class 23 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289680.000000 Penalty: 60574.269531
Iteration 233Q: 19 clusters Score -9.828968e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 161391 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33942 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79845 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43119 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181842 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50991 members 
Mstep: Class 20 contains 11934 members 
Mstep: Class 22 contains 142254 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289688.000000 Penalty: 60574.269531
Iteration 234Q: 19 clusters Score -9.828969e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 161461 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33942 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79834 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43125 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181875 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50996 members 
Mstep: Class 20 contains 11933 members 
Mstep: Class 22 contains 142155 members 
Mstep: Class 23 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289680.000000 Penalty: 60574.269531
Iteration 235Q: 19 clusters Score -9.828968e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 161506 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33947 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79831 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43125 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181911 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50995 members 
Mstep: Class 20 contains 11931 members 
Mstep: Class 22 contains 142054 members 
Mstep: Class 23 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289792.000000 Penalty: 60574.269531
Iteration 236Q: 19 clusters Score -9.828979e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 161549 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33954 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79817 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7566 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43122 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181947 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50986 members 
Mstep: Class 20 contains 11930 members 
Mstep: Class 22 contains 141987 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289760.000000 Penalty: 60574.269531
Iteration 237Q: 19 clusters Score -9.828976e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 161584 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33960 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79807 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7569 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43121 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 181991 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50976 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 22 contains 141911 members 
Mstep: Class 23 contains 15027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289808.000000 Penalty: 60574.269531
Iteration 238Q: 19 clusters Score -9.828981e+07 nChanged 321
Entering ConstructFrom: 
Score: -98289808.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (46865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Entering Unmasked Estep 
Score: -6062035.500000 Penalty: 2667.246582
	Iteration 0F: 2 clusters Score -6062036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -6030463.500000 Penalty: 5334.493164
	Iteration 0F: 3 clusters Score -6030464 nChanged 21537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -6042083.500000 Penalty: 5334.493164
	Iteration 1F: 3 clusters Score -6042084 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6042739.500000 Penalty: 5334.493164
	Iteration 2Q: 3 clusters Score -6042740 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6043464.500000 Penalty: 5334.493164
	Iteration 3Q: 3 clusters Score -6043464 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -6044354.000000 Penalty: 5334.493164
	Iteration 4Q: 3 clusters Score -6044354 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -6045601.000000 Penalty: 5334.493164
	Iteration 5Q: 3 clusters Score -6045601 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -6047531.500000 Penalty: 5334.493164
	Iteration 6F: 3 clusters Score -6047532 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6050204.500000 Penalty: 5334.493164
	Iteration 7F: 3 clusters Score -6050204 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -6053266.500000 Penalty: 5334.493164
	Iteration 8F: 3 clusters Score -6053266 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -6056003.500000 Penalty: 5334.493164
	Iteration 9F: 3 clusters Score -6056004 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -6057804.500000 Penalty: 5334.493164
	Iteration 10Q: 3 clusters Score -6057804 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6058756.000000 Penalty: 5334.493164
	Iteration 11Q: 3 clusters Score -6058756 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -6059209.000000 Penalty: 5334.493164
	Iteration 12Q: 3 clusters Score -6059209 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6059411.000000 Penalty: 5334.493164
	Iteration 13Q: 3 clusters Score -6059411 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -6059535.000000 Penalty: 5334.493164
	Iteration 14Q: 3 clusters Score -6059535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -6059613.000000 Penalty: 5334.493164
	Iteration 15Q: 3 clusters Score -6059613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -6059653.000000 Penalty: 5334.493164
	Iteration 16Q: 3 clusters Score -6059653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -6059680.000000 Penalty: 5334.493164
	Iteration 17Q: 3 clusters Score -6059680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6059717.500000 Penalty: 5334.493164
	Iteration 18Q: 3 clusters Score -6059718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -6059742.000000 Penalty: 5334.493164
	Iteration 19Q: 3 clusters Score -6059742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -6059755.000000 Penalty: 5334.493164
	Iteration 20F: 3 clusters Score -6059755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -6059759.500000 Penalty: 5334.493164
	Iteration 21Q: 3 clusters Score -6059760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -6059767.000000 Penalty: 5334.493164
	Iteration 22Q: 3 clusters Score -6059767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6059777.500000 Penalty: 5334.493164
	Iteration 23Q: 3 clusters Score -6059778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -6059774.500000 Penalty: 5334.493164
	Iteration 24Q: 3 clusters Score -6059774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -6059778.500000 Penalty: 5334.493164
	Iteration 25Q: 3 clusters Score -6059778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -6059789.000000 Penalty: 5334.493164
	Iteration 26Q: 3 clusters Score -6059789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -6059792.500000 Penalty: 5334.493164
	Iteration 27Q: 3 clusters Score -6059792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6059794.000000 Penalty: 5334.493164
	Iteration 28Q: 3 clusters Score -6059794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6059800.000000 Penalty: 5334.493164
	Iteration 29Q: 3 clusters Score -6059800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6059798.500000 Penalty: 5334.493164
	Iteration 30Q: 3 clusters Score -6059798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -6059803.000000 Penalty: 5334.493164
	Iteration 31Q: 3 clusters Score -6059803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -6059803.000000 Penalty: 5334.493164
	Iteration 32F: 3 clusters Score -6059803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (161620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161620 members 
Entering Unmasked Estep 
Score: -20712964.000000 Penalty: 2974.264648
	Iteration 0F: 2 clusters Score -2.071296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -20605878.000000 Penalty: 5948.529297
	Iteration 0F: 3 clusters Score -2.060588e+07 nChanged 77223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -20651158.000000 Penalty: 5948.529297
	Iteration 1F: 3 clusters Score -2.065116e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -20652014.000000 Penalty: 5948.529297
	Iteration 2Q: 3 clusters Score -2.065201e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -20653338.000000 Penalty: 5948.529297
	Iteration 3Q: 3 clusters Score -2.065334e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -20655114.000000 Penalty: 5948.529297
	Iteration 4Q: 3 clusters Score -2.065511e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -20657820.000000 Penalty: 5948.529297
	Iteration 5Q: 3 clusters Score -2.065782e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -20662662.000000 Penalty: 5948.529297
	Iteration 6F: 3 clusters Score -2.066266e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 107942 members 
Entering Unmasked Estep 
Score: -20670256.000000 Penalty: 5948.529297
	Iteration 7F: 3 clusters Score -2.067026e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -20680234.000000 Penalty: 5948.529297
	Iteration 8F: 3 clusters Score -2.068023e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -20689542.000000 Penalty: 5948.529297
	Iteration 9F: 3 clusters Score -2.068954e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 130675 members 
Entering Unmasked Estep 
Score: -20695528.000000 Penalty: 5948.529297
	Iteration 10Q: 3 clusters Score -2.069553e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 134436 members 
Entering Unmasked Estep 
Score: -20698808.000000 Penalty: 5948.529297
	Iteration 11Q: 3 clusters Score -2.069881e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -20700816.000000 Penalty: 5948.529297
	Iteration 12Q: 3 clusters Score -2.070082e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -20702414.000000 Penalty: 5948.529297
	Iteration 13Q: 3 clusters Score -2.070241e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 143129 members 
Entering Unmasked Estep 
Score: -20703782.000000 Penalty: 5948.529297
	Iteration 14Q: 3 clusters Score -2.070378e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -20705038.000000 Penalty: 5948.529297
	Iteration 15Q: 3 clusters Score -2.070504e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -20706122.000000 Penalty: 5948.529297
	Iteration 16Q: 3 clusters Score -2.070612e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -20707000.000000 Penalty: 5948.529297
	Iteration 17Q: 3 clusters Score -2.0707e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 151323 members 
Entering Unmasked Estep 
Score: -20707742.000000 Penalty: 5948.529297
	Iteration 18Q: 3 clusters Score -2.070774e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -20708400.000000 Penalty: 5948.529297
	Iteration 19Q: 3 clusters Score -2.07084e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -20708858.000000 Penalty: 5948.529297
	Iteration 20F: 3 clusters Score -2.070886e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -20709378.000000 Penalty: 5948.529297
	Iteration 21Q: 3 clusters Score -2.070938e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 156046 members 
Entering Unmasked Estep 
Score: -20709726.000000 Penalty: 5948.529297
	Iteration 22Q: 3 clusters Score -2.070973e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -20709968.000000 Penalty: 5948.529297
	Iteration 23Q: 3 clusters Score -2.070997e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -20710044.000000 Penalty: 5948.529297
	Iteration 24Q: 3 clusters Score -2.071004e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 157833 members 
Entering Unmasked Estep 
Score: -20710124.000000 Penalty: 5948.529297
	Iteration 25Q: 3 clusters Score -2.071012e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 158231 members 
Entering Unmasked Estep 
Score: -20710276.000000 Penalty: 5948.529297
	Iteration 26Q: 3 clusters Score -2.071028e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 158581 members 
Entering Unmasked Estep 
Score: -20710414.000000 Penalty: 5948.529297
	Iteration 27Q: 3 clusters Score -2.071041e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -20710474.000000 Penalty: 5948.529297
	Iteration 28Q: 3 clusters Score -2.071047e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -20710474.000000 Penalty: 5948.529297
	Iteration 29Q: 3 clusters Score -2.071047e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -20710478.000000 Penalty: 5948.529297
	Iteration 30Q: 3 clusters Score -2.071048e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -20710534.000000 Penalty: 5948.529297
	Iteration 31Q: 3 clusters Score -2.071053e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -20710580.000000 Penalty: 5948.529297
	Iteration 32Q: 3 clusters Score -2.071058e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -20710632.000000 Penalty: 5948.529297
	Iteration 33Q: 3 clusters Score -2.071063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -20710624.000000 Penalty: 5948.529297
	Iteration 34Q: 3 clusters Score -2.071062e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 159781 members 
Entering Unmasked Estep 
Score: -20710640.000000 Penalty: 5948.529297
	Iteration 35Q: 3 clusters Score -2.071064e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 159851 members 
Entering Unmasked Estep 
Score: -20710632.000000 Penalty: 5948.529297
	Iteration 36Q: 3 clusters Score -2.071063e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 159923 members 
Entering Unmasked Estep 
Score: -20710632.000000 Penalty: 5948.529297
	Iteration 37Q: 3 clusters Score -2.071063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 159985 members 
Entering Unmasked Estep 
Score: -20710642.000000 Penalty: 5948.529297
	Iteration 38Q: 3 clusters Score -2.071064e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 160032 members 
Entering Unmasked Estep 
Score: -20710652.000000 Penalty: 5948.529297
	Iteration 39Q: 3 clusters Score -2.071065e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -20710652.000000 Penalty: 5948.529297
	Iteration 40F: 3 clusters Score -2.071065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -20710676.000000 Penalty: 5948.529297
	Iteration 41Q: 3 clusters Score -2.071068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -20710692.000000 Penalty: 5948.529297
	Iteration 42Q: 3 clusters Score -2.071069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 160162 members 
Entering Unmasked Estep 
Score: -20710682.000000 Penalty: 5948.529297
	Iteration 43Q: 3 clusters Score -2.071068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -20710690.000000 Penalty: 5948.529297
	Iteration 44Q: 3 clusters Score -2.071069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 45Q: 3 clusters Score -2.071068e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -20710674.000000 Penalty: 5948.529297
	Iteration 46Q: 3 clusters Score -2.071067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 160258 members 
Entering Unmasked Estep 
Score: -20710674.000000 Penalty: 5948.529297
	Iteration 47Q: 3 clusters Score -2.071067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 160269 members 
Entering Unmasked Estep 
Score: -20710672.000000 Penalty: 5948.529297
	Iteration 48Q: 3 clusters Score -2.071067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -20710666.000000 Penalty: 5948.529297
	Iteration 49Q: 3 clusters Score -2.071067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -20710680.000000 Penalty: 5948.529297
	Iteration 50Q: 3 clusters Score -2.071068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -20710678.000000 Penalty: 5948.529297
	Iteration 51Q: 3 clusters Score -2.071068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -20710678.000000 Penalty: 5948.529297
	Iteration 52Q: 3 clusters Score -2.071068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -20710682.000000 Penalty: 5948.529297
	Iteration 53Q: 3 clusters Score -2.071068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -20710676.000000 Penalty: 5948.529297
	Iteration 54Q: 3 clusters Score -2.071068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 160364 members 
Entering Unmasked Estep 
Score: -20710668.000000 Penalty: 5948.529297
	Iteration 55Q: 3 clusters Score -2.071067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 160375 members 
Entering Unmasked Estep 
Score: -20710676.000000 Penalty: 5948.529297
	Iteration 56Q: 3 clusters Score -2.071068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -20710688.000000 Penalty: 5948.529297
	Iteration 57Q: 3 clusters Score -2.071069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -20710674.000000 Penalty: 5948.529297
	Iteration 58Q: 3 clusters Score -2.071067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 59Q: 3 clusters Score -2.071068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 60F: 3 clusters Score -2.071068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 61Q: 3 clusters Score -2.071068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -20710664.000000 Penalty: 5948.529297
	Iteration 62Q: 3 clusters Score -2.071066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 160453 members 
Entering Unmasked Estep 
Score: -20710660.000000 Penalty: 5948.529297
	Iteration 63Q: 3 clusters Score -2.071066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -20710664.000000 Penalty: 5948.529297
	Iteration 64Q: 3 clusters Score -2.071066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -20710656.000000 Penalty: 5948.529297
	Iteration 65Q: 3 clusters Score -2.071066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 160461 members 
Entering Unmasked Estep 
Score: -20710648.000000 Penalty: 5948.529297
	Iteration 66Q: 3 clusters Score -2.071065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -20710662.000000 Penalty: 5948.529297
	Iteration 67Q: 3 clusters Score -2.071066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -20710658.000000 Penalty: 5948.529297
	Iteration 68Q: 3 clusters Score -2.071066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -20710666.000000 Penalty: 5948.529297
	Iteration 69Q: 3 clusters Score -2.071067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -20710676.000000 Penalty: 5948.529297
	Iteration 70Q: 3 clusters Score -2.071068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -20710680.000000 Penalty: 5948.529297
	Iteration 71Q: 3 clusters Score -2.071068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 160486 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 72Q: 3 clusters Score -2.071068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -20710670.000000 Penalty: 5948.529297
	Iteration 73Q: 3 clusters Score -2.071067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -20710686.000000 Penalty: 5948.529297
	Iteration 74Q: 3 clusters Score -2.071069e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 160529 members 
Entering Unmasked Estep 
Score: -20710694.000000 Penalty: 5948.529297
	Iteration 75Q: 3 clusters Score -2.071069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -20710686.000000 Penalty: 5948.529297
	Iteration 76Q: 3 clusters Score -2.071069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -20710708.000000 Penalty: 5948.529297
	Iteration 77Q: 3 clusters Score -2.071071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 160556 members 
Entering Unmasked Estep 
Score: -20710688.000000 Penalty: 5948.529297
	Iteration 78Q: 3 clusters Score -2.071069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -20710686.000000 Penalty: 5948.529297
	Iteration 79Q: 3 clusters Score -2.071069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -20710674.000000 Penalty: 5948.529297
	Iteration 80F: 3 clusters Score -2.071067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 160571 members 
Entering Unmasked Estep 
Score: -20710672.000000 Penalty: 5948.529297
	Iteration 81Q: 3 clusters Score -2.071067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -20710666.000000 Penalty: 5948.529297
	Iteration 82Q: 3 clusters Score -2.071067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 160582 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 83Q: 3 clusters Score -2.071068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -20710684.000000 Penalty: 5948.529297
	Iteration 84Q: 3 clusters Score -2.071068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -20710662.000000 Penalty: 5948.529297
	Iteration 85Q: 3 clusters Score -2.071066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -20710662.000000 Penalty: 5948.529297
	Iteration 86Q: 3 clusters Score -2.071066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 160591 members 
Entering Unmasked Estep 
Score: -20710662.000000 Penalty: 5948.529297
	Iteration 87Q: 3 clusters Score -2.071066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 160591 members 
Entering Unmasked Estep 
Score: -20710662.000000 Penalty: 5948.529297
	Iteration 88F: 3 clusters Score -2.071066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -74135.562500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -74135.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72517.273438 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -72517.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72736.835938 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -72736.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72804.531250 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -72804.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72833.742188 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -72833.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72845.882812 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -72845.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72847.039062 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -72847.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72850.820312 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -72850.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72852.171875 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -72852.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72852.578125 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -72852.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72854.000000 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -72854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72854.000000 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -72854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 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 246 members 
Entering Unmasked Estep 
Score: -45843.937500 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45843.94 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46196.746094 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46196.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46360.105469 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46360.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46583.613281 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46583.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46821.367188 Penalty: 3058.047119
	Iteration 4F: 3 clusters Score -46821.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47065.718750 Penalty: 3058.047119
	Iteration 5F: 3 clusters Score -47065.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47273.613281 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -47273.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47471.980469 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -47471.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47608.664062 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47608.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47775.343750 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47775.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47882.070312 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47882.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48043.355469 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -48043.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48043.355469 Penalty: 3058.047119
	Iteration 12F: 3 clusters Score -48043.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 161620 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 33961 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79789 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182070 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 18 contains 50965 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 22 contains 141826 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
Score: -98288776.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98289808.000000 to -98288776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (33961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Entering Unmasked Estep 
Score: -4400868.000000 Penalty: 2587.375977
	Iteration 0F: 2 clusters Score -4400868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4377749.000000 Penalty: 5174.751953
	Iteration 0F: 3 clusters Score -4377749 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4386070.000000 Penalty: 5174.751953
	Iteration 1F: 3 clusters Score -4386070 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4386555.000000 Penalty: 5174.751953
	Iteration 2Q: 3 clusters Score -4386555 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4387083.000000 Penalty: 5174.751953
	Iteration 3Q: 3 clusters Score -4387083 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4387599.500000 Penalty: 5174.751953
	Iteration 4Q: 3 clusters Score -4387600 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -4388260.000000 Penalty: 5174.751953
	Iteration 5Q: 3 clusters Score -4388260 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4389195.500000 Penalty: 5174.751953
	Iteration 6Q: 3 clusters Score -4389196 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -4390539.500000 Penalty: 5174.751953
	Iteration 7F: 3 clusters Score -4390540 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4392167.500000 Penalty: 5174.751953
	Iteration 8F: 3 clusters Score -4392168 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4393782.000000 Penalty: 5174.751953
	Iteration 9F: 3 clusters Score -4393782 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4395179.500000 Penalty: 5174.751953
	Iteration 10Q: 3 clusters Score -4395180 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4396224.000000 Penalty: 5174.751953
	Iteration 11Q: 3 clusters Score -4396224 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4396990.000000 Penalty: 5174.751953
	Iteration 12Q: 3 clusters Score -4396990 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4397507.000000 Penalty: 5174.751953
	Iteration 13Q: 3 clusters Score -4397507 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4397861.500000 Penalty: 5174.751953
	Iteration 14Q: 3 clusters Score -4397862 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4398098.000000 Penalty: 5174.751953
	Iteration 15Q: 3 clusters Score -4398098 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4398273.000000 Penalty: 5174.751953
	Iteration 16Q: 3 clusters Score -4398273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4398374.500000 Penalty: 5174.751953
	Iteration 17Q: 3 clusters Score -4398374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4398453.000000 Penalty: 5174.751953
	Iteration 18Q: 3 clusters Score -4398453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4398504.500000 Penalty: 5174.751953
	Iteration 19Q: 3 clusters Score -4398504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4398539.500000 Penalty: 5174.751953
	Iteration 20F: 3 clusters Score -4398540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4398568.000000 Penalty: 5174.751953
	Iteration 21Q: 3 clusters Score -4398568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4398588.500000 Penalty: 5174.751953
	Iteration 22Q: 3 clusters Score -4398588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4398591.000000 Penalty: 5174.751953
	Iteration 23Q: 3 clusters Score -4398591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4398594.500000 Penalty: 5174.751953
	Iteration 24Q: 3 clusters Score -4398594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4398603.000000 Penalty: 5174.751953
	Iteration 25Q: 3 clusters Score -4398603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4398607.500000 Penalty: 5174.751953
	Iteration 26Q: 3 clusters Score -4398608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4398611.000000 Penalty: 5174.751953
	Iteration 27Q: 3 clusters Score -4398611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4398621.000000 Penalty: 5174.751953
	Iteration 28Q: 3 clusters Score -4398621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4398623.500000 Penalty: 5174.751953
	Iteration 29Q: 3 clusters Score -4398624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4398631.500000 Penalty: 5174.751953
	Iteration 30Q: 3 clusters Score -4398632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4398631.000000 Penalty: 5174.751953
	Iteration 31Q: 3 clusters Score -4398631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4398627.500000 Penalty: 5174.751953
	Iteration 32Q: 3 clusters Score -4398628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4398640.500000 Penalty: 5174.751953
	Iteration 33Q: 3 clusters Score -4398640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4398644.000000 Penalty: 5174.751953
	Iteration 34Q: 3 clusters Score -4398644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4398646.000000 Penalty: 5174.751953
	Iteration 35Q: 3 clusters Score -4398646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4398645.000000 Penalty: 5174.751953
	Iteration 36Q: 3 clusters Score -4398645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4398644.500000 Penalty: 5174.751953
	Iteration 37Q: 3 clusters Score -4398644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4398649.000000 Penalty: 5174.751953
	Iteration 38Q: 3 clusters Score -4398649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4398648.000000 Penalty: 5174.751953
	Iteration 39Q: 3 clusters Score -4398648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4398649.000000 Penalty: 5174.751953
	Iteration 40F: 3 clusters Score -4398649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4398650.500000 Penalty: 5174.751953
	Iteration 41Q: 3 clusters Score -4398650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4398649.500000 Penalty: 5174.751953
	Iteration 42Q: 3 clusters Score -4398650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4398650.000000 Penalty: 5174.751953
	Iteration 43Q: 3 clusters Score -4398650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4398651.000000 Penalty: 5174.751953
	Iteration 44Q: 3 clusters Score -4398651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4398649.000000 Penalty: 5174.751953
	Iteration 45Q: 3 clusters Score -4398649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4398651.500000 Penalty: 5174.751953
	Iteration 46Q: 3 clusters Score -4398652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4398651.500000 Penalty: 5174.751953
	Iteration 47F: 3 clusters Score -4398652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 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 484 members 
Entering Unmasked Estep 
Score: -102537.773438 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102537.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103024.906250 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103024.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103421.289062 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103421.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -103562.679688 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103562.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103662.484375 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -103662.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -103784.328125 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103784.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -103901.539062 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -103901.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -103935.671875 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -103935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103947.585938 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -103947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103956.382812 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -103956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103971.023438 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -103971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -103981.281250 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -103981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103991.656250 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -103991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -103999.507812 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -103999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104004.023438 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -104004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104012.734375 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -104012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104014.546875 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -104014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -104014.546875 Penalty: 3404.964355
	Iteration 17F: 3 clusters Score -104014.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Entering Unmasked Estep 
Score: -9987154.000000 Penalty: 2799.210938
	Iteration 0F: 2 clusters Score -9987154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -9933618.000000 Penalty: 5598.421875
	Iteration 0F: 3 clusters Score -9933618 nChanged 37513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -9954738.000000 Penalty: 5598.421875
	Iteration 1F: 3 clusters Score -9954738 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9955306.000000 Penalty: 5598.421875
	Iteration 2Q: 3 clusters Score -9955306 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -9955896.000000 Penalty: 5598.421875
	Iteration 3Q: 3 clusters Score -9955896 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -9956752.000000 Penalty: 5598.421875
	Iteration 4Q: 3 clusters Score -9956752 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -9958139.000000 Penalty: 5598.421875
	Iteration 5Q: 3 clusters Score -9958139 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -9960791.000000 Penalty: 5598.421875
	Iteration 6F: 3 clusters Score -9960791 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -9965666.000000 Penalty: 5598.421875
	Iteration 7F: 3 clusters Score -9965666 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -9972478.000000 Penalty: 5598.421875
	Iteration 8F: 3 clusters Score -9972478 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -9979130.000000 Penalty: 5598.421875
	Iteration 9F: 3 clusters Score -9979130 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9983010.000000 Penalty: 5598.421875
	Iteration 10Q: 3 clusters Score -9983010 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9984188.000000 Penalty: 5598.421875
	Iteration 11Q: 3 clusters Score -9984188 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9984481.000000 Penalty: 5598.421875
	Iteration 12Q: 3 clusters Score -9984481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9984586.000000 Penalty: 5598.421875
	Iteration 13Q: 3 clusters Score -9984586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9984630.000000 Penalty: 5598.421875
	Iteration 14Q: 3 clusters Score -9984630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9984656.000000 Penalty: 5598.421875
	Iteration 15Q: 3 clusters Score -9984656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9984661.000000 Penalty: 5598.421875
	Iteration 16Q: 3 clusters Score -9984661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9984662.000000 Penalty: 5598.421875
	Iteration 17Q: 3 clusters Score -9984662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9984657.000000 Penalty: 5598.421875
	Iteration 18Q: 3 clusters Score -9984657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9984657.000000 Penalty: 5598.421875
	Iteration 19F: 3 clusters Score -9984657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -423027.906250 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -423027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -419511.125000 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -419511.1 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -420218.562500 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -420218.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -420382.968750 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -420383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -420470.250000 Penalty: 4031.046387
	Iteration 3Q: 3 clusters Score -420470.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -420522.375000 Penalty: 4031.046387
	Iteration 4Q: 3 clusters Score -420522.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -420566.937500 Penalty: 4031.046387
	Iteration 5Q: 3 clusters Score -420566.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -420607.031250 Penalty: 4031.046387
	Iteration 6Q: 3 clusters Score -420607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -420641.031250 Penalty: 4031.046387
	Iteration 7Q: 3 clusters Score -420641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -420673.875000 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -420673.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -420700.406250 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -420700.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -420723.812500 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -420723.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -420743.968750 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -420744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -420759.718750 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -420759.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -420771.812500 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -420771.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -420782.937500 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -420782.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -420790.812500 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -420790.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -420798.937500 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -420798.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -420808.156250 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -420808.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -420816.625000 Penalty: 4031.046387
	Iteration 18Q: 3 clusters Score -420816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -420825.687500 Penalty: 4031.046387
	Iteration 19Q: 3 clusters Score -420825.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -420833.625000 Penalty: 4031.046387
	Iteration 20F: 3 clusters Score -420833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -420839.406250 Penalty: 4031.046387
	Iteration 21Q: 3 clusters Score -420839.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -420844.937500 Penalty: 4031.046387
	Iteration 22Q: 3 clusters Score -420844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -420851.281250 Penalty: 4031.046387
	Iteration 23Q: 3 clusters Score -420851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -420854.437500 Penalty: 4031.046387
	Iteration 24Q: 3 clusters Score -420854.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -420858.156250 Penalty: 4031.046387
	Iteration 25Q: 3 clusters Score -420858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -420865.156250 Penalty: 4031.046387
	Iteration 26Q: 3 clusters Score -420865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -420870.187500 Penalty: 4031.046387
	Iteration 27Q: 3 clusters Score -420870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -420878.500000 Penalty: 4031.046387
	Iteration 28Q: 3 clusters Score -420878.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -420884.062500 Penalty: 4031.046387
	Iteration 29Q: 3 clusters Score -420884.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -420889.187500 Penalty: 4031.046387
	Iteration 30Q: 3 clusters Score -420889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -420894.093750 Penalty: 4031.046387
	Iteration 31Q: 3 clusters Score -420894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -420895.875000 Penalty: 4031.046387
	Iteration 32Q: 3 clusters Score -420895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -420899.187500 Penalty: 4031.046387
	Iteration 33Q: 3 clusters Score -420899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -420901.093750 Penalty: 4031.046387
	Iteration 34Q: 3 clusters Score -420901.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -420906.843750 Penalty: 4031.046387
	Iteration 35Q: 3 clusters Score -420906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -420914.125000 Penalty: 4031.046387
	Iteration 36Q: 3 clusters Score -420914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -420924.843750 Penalty: 4031.046387
	Iteration 37Q: 3 clusters Score -420924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -420934.375000 Penalty: 4031.046387
	Iteration 38Q: 3 clusters Score -420934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -420940.468750 Penalty: 4031.046387
	Iteration 39Q: 3 clusters Score -420940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -420946.718750 Penalty: 4031.046387
	Iteration 40F: 3 clusters Score -420946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -420953.531250 Penalty: 4031.046387
	Iteration 41Q: 3 clusters Score -420953.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -420960.000000 Penalty: 4031.046387
	Iteration 42Q: 3 clusters Score -420960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -420965.781250 Penalty: 4031.046387
	Iteration 43Q: 3 clusters Score -420965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -420972.312500 Penalty: 4031.046387
	Iteration 44Q: 3 clusters Score -420972.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -420984.531250 Penalty: 4031.046387
	Iteration 45Q: 3 clusters Score -420984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -420991.250000 Penalty: 4031.046387
	Iteration 46Q: 3 clusters Score -420991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -420996.000000 Penalty: 4031.046387
	Iteration 47Q: 3 clusters Score -420996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -421000.593750 Penalty: 4031.046387
	Iteration 48Q: 3 clusters Score -421000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -421003.593750 Penalty: 4031.046387
	Iteration 49Q: 3 clusters Score -421003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -421006.437500 Penalty: 4031.046387
	Iteration 50Q: 3 clusters Score -421006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -421010.968750 Penalty: 4031.046387
	Iteration 51Q: 3 clusters Score -421011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -421014.593750 Penalty: 4031.046387
	Iteration 52Q: 3 clusters Score -421014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -421019.093750 Penalty: 4031.046387
	Iteration 53Q: 3 clusters Score -421019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -421025.937500 Penalty: 4031.046387
	Iteration 54Q: 3 clusters Score -421025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -421033.062500 Penalty: 4031.046387
	Iteration 55Q: 3 clusters Score -421033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -421038.031250 Penalty: 4031.046387
	Iteration 56Q: 3 clusters Score -421038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -421044.812500 Penalty: 4031.046387
	Iteration 57Q: 3 clusters Score -421044.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -421051.937500 Penalty: 4031.046387
	Iteration 58Q: 3 clusters Score -421051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -421057.718750 Penalty: 4031.046387
	Iteration 59Q: 3 clusters Score -421057.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -421065.031250 Penalty: 4031.046387
	Iteration 60F: 3 clusters Score -421065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -421073.250000 Penalty: 4031.046387
	Iteration 61Q: 3 clusters Score -421073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -421079.656250 Penalty: 4031.046387
	Iteration 62Q: 3 clusters Score -421079.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -421087.937500 Penalty: 4031.046387
	Iteration 63Q: 3 clusters Score -421087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -421096.500000 Penalty: 4031.046387
	Iteration 64Q: 3 clusters Score -421096.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -421103.750000 Penalty: 4031.046387
	Iteration 65Q: 3 clusters Score -421103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -421112.062500 Penalty: 4031.046387
	Iteration 66Q: 3 clusters Score -421112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -421115.875000 Penalty: 4031.046387
	Iteration 67Q: 3 clusters Score -421115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -421118.468750 Penalty: 4031.046387
	Iteration 68Q: 3 clusters Score -421118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -421121.781250 Penalty: 4031.046387
	Iteration 69Q: 3 clusters Score -421121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -421123.468750 Penalty: 4031.046387
	Iteration 70Q: 3 clusters Score -421123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -421126.812500 Penalty: 4031.046387
	Iteration 71Q: 3 clusters Score -421126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -421131.000000 Penalty: 4031.046387
	Iteration 72Q: 3 clusters Score -421131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -421131.687500 Penalty: 4031.046387
	Iteration 73Q: 3 clusters Score -421131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -421131.312500 Penalty: 4031.046387
	Iteration 74Q: 3 clusters Score -421131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -421131.968750 Penalty: 4031.046387
	Iteration 75Q: 3 clusters Score -421132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -421131.968750 Penalty: 4031.046387
	Iteration 76F: 3 clusters Score -421132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Entering Unmasked Estep 
Score: -930398.562500 Penalty: 2215.188721
	Iteration 0F: 2 clusters Score -930398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -924220.687500 Penalty: 4430.377441
	Iteration 0F: 3 clusters Score -924220.7 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -925957.187500 Penalty: 4430.377441
	Iteration 1F: 3 clusters Score -925957.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -926304.375000 Penalty: 4430.377441
	Iteration 2F: 3 clusters Score -926304.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -926688.437500 Penalty: 4430.377441
	Iteration 3F: 3 clusters Score -926688.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -927107.125000 Penalty: 4430.377441
	Iteration 4F: 3 clusters Score -927107.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -927496.437500 Penalty: 4430.377441
	Iteration 5F: 3 clusters Score -927496.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -927824.812500 Penalty: 4430.377441
	Iteration 6F: 3 clusters Score -927824.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -928144.187500 Penalty: 4430.377441
	Iteration 7F: 3 clusters Score -928144.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -928414.312500 Penalty: 4430.377441
	Iteration 8Q: 3 clusters Score -928414.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -928623.187500 Penalty: 4430.377441
	Iteration 9Q: 3 clusters Score -928623.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -928778.125000 Penalty: 4430.377441
	Iteration 10Q: 3 clusters Score -928778.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -928877.750000 Penalty: 4430.377441
	Iteration 11Q: 3 clusters Score -928877.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -928961.062500 Penalty: 4430.377441
	Iteration 12Q: 3 clusters Score -928961.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -929026.750000 Penalty: 4430.377441
	Iteration 13Q: 3 clusters Score -929026.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -929068.062500 Penalty: 4430.377441
	Iteration 14Q: 3 clusters Score -929068.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -929100.250000 Penalty: 4430.377441
	Iteration 15Q: 3 clusters Score -929100.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -929139.062500 Penalty: 4430.377441
	Iteration 16Q: 3 clusters Score -929139.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -929164.812500 Penalty: 4430.377441
	Iteration 17Q: 3 clusters Score -929164.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -929177.187500 Penalty: 4430.377441
	Iteration 18Q: 3 clusters Score -929177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -929183.937500 Penalty: 4430.377441
	Iteration 19Q: 3 clusters Score -929183.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -929193.250000 Penalty: 4430.377441
	Iteration 20F: 3 clusters Score -929193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -929197.312500 Penalty: 4430.377441
	Iteration 21Q: 3 clusters Score -929197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -929198.187500 Penalty: 4430.377441
	Iteration 22Q: 3 clusters Score -929198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -929199.437500 Penalty: 4430.377441
	Iteration 23Q: 3 clusters Score -929199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -929200.625000 Penalty: 4430.377441
	Iteration 24Q: 3 clusters Score -929200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -929200.625000 Penalty: 4430.377441
	Iteration 25F: 3 clusters Score -929200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -41786.003906 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -41786 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 197 members 
Entering Unmasked Estep 
Score: -40454.433594 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -40454.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40618.089844 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -40618.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40690.691406 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -40690.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40749.437500 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -40749.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40788.453125 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -40788.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40824.488281 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -40824.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40837.355469 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -40837.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40844.519531 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -40844.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40857.136719 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -40857.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40862.113281 Penalty: 2973.004883
	Iteration 9Q: 3 clusters Score -40862.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40862.113281 Penalty: 2973.004883
	Iteration 10F: 3 clusters Score -40862.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Entering Unmasked Estep 
Score: -5591705.000000 Penalty: 2646.609375
	Iteration 0F: 2 clusters Score -5591705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5562505.500000 Penalty: 5293.218750
	Iteration 0F: 3 clusters Score -5562506 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5573391.500000 Penalty: 5293.218750
	Iteration 1F: 3 clusters Score -5573392 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5573851.500000 Penalty: 5293.218750
	Iteration 2Q: 3 clusters Score -5573852 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -5574231.500000 Penalty: 5293.218750
	Iteration 3Q: 3 clusters Score -5574232 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5574591.500000 Penalty: 5293.218750
	Iteration 4Q: 3 clusters Score -5574592 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5574975.000000 Penalty: 5293.218750
	Iteration 5Q: 3 clusters Score -5574975 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5575463.500000 Penalty: 5293.218750
	Iteration 6Q: 3 clusters Score -5575464 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -5576202.000000 Penalty: 5293.218750
	Iteration 7Q: 3 clusters Score -5576202 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5577386.000000 Penalty: 5293.218750
	Iteration 8F: 3 clusters Score -5577386 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5579118.000000 Penalty: 5293.218750
	Iteration 9F: 3 clusters Score -5579118 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -5581543.500000 Penalty: 5293.218750
	Iteration 10F: 3 clusters Score -5581544 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -5584280.000000 Penalty: 5293.218750
	Iteration 11F: 3 clusters Score -5584280 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5586535.500000 Penalty: 5293.218750
	Iteration 12F: 3 clusters Score -5586536 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5587939.500000 Penalty: 5293.218750
	Iteration 13Q: 3 clusters Score -5587940 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5588623.000000 Penalty: 5293.218750
	Iteration 14Q: 3 clusters Score -5588623 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5588967.000000 Penalty: 5293.218750
	Iteration 15Q: 3 clusters Score -5588967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5589112.000000 Penalty: 5293.218750
	Iteration 16Q: 3 clusters Score -5589112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5589191.000000 Penalty: 5293.218750
	Iteration 17Q: 3 clusters Score -5589191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5589238.500000 Penalty: 5293.218750
	Iteration 18Q: 3 clusters Score -5589238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5589295.000000 Penalty: 5293.218750
	Iteration 19Q: 3 clusters Score -5589295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5589323.000000 Penalty: 5293.218750
	Iteration 20F: 3 clusters Score -5589323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5589346.500000 Penalty: 5293.218750
	Iteration 21Q: 3 clusters Score -5589346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5589356.000000 Penalty: 5293.218750
	Iteration 22Q: 3 clusters Score -5589356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5589369.000000 Penalty: 5293.218750
	Iteration 23Q: 3 clusters Score -5589369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5589383.000000 Penalty: 5293.218750
	Iteration 24Q: 3 clusters Score -5589383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5589380.500000 Penalty: 5293.218750
	Iteration 25Q: 3 clusters Score -5589380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5589380.500000 Penalty: 5293.218750
	Iteration 26F: 3 clusters Score -5589380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66584.945312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66584.95 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66863.960938 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66863.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66985.148438 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -66985.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67097.382812 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67097.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67206.101562 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67206.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67306.257812 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67306.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67405.554688 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67405.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67527.906250 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67527.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67587.843750 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67587.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67619.851562 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -67619.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67637.312500 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -67637.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67651.710938 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -67651.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67671.468750 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -67671.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67687.101562 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -67687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67700.101562 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -67700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67731.296875 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -67731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67801.929688 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -67801.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67868.132812 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -67868.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67942.132812 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -67942.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67946.937500 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -67946.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67952.195312 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -67952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67954.351562 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -67954.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67954.351562 Penalty: 3191.535156
	Iteration 22F: 3 clusters Score -67954.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Entering Unmasked Estep 
Score: -23315344.000000 Penalty: 3003.812256
	Iteration 0F: 2 clusters Score -2.331534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -23195398.000000 Penalty: 6007.624512
	Iteration 0F: 3 clusters Score -2.31954e+07 nChanged 87500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96559 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -23246614.000000 Penalty: 6007.624512
	Iteration 1F: 3 clusters Score -2.324661e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -23247646.000000 Penalty: 6007.624512
	Iteration 2Q: 3 clusters Score -2.324765e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -23249586.000000 Penalty: 6007.624512
	Iteration 3Q: 3 clusters Score -2.324959e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -23252930.000000 Penalty: 6007.624512
	Iteration 4Q: 3 clusters Score -2.325293e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123360 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -23259866.000000 Penalty: 6007.624512
	Iteration 5F: 3 clusters Score -2.325987e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138266 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -23271938.000000 Penalty: 6007.624512
	Iteration 6F: 3 clusters Score -2.327194e+07 nChanged 16665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -23287760.000000 Penalty: 6007.624512
	Iteration 7F: 3 clusters Score -2.328776e+07 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -23301148.000000 Penalty: 6007.624512
	Iteration 8F: 3 clusters Score -2.330115e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177022 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -23308520.000000 Penalty: 6007.624512
	Iteration 9Q: 3 clusters Score -2.330852e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180265 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23311248.000000 Penalty: 6007.624512
	Iteration 10Q: 3 clusters Score -2.331125e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181330 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -23312124.000000 Penalty: 6007.624512
	Iteration 11Q: 3 clusters Score -2.331212e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181624 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23312350.000000 Penalty: 6007.624512
	Iteration 12Q: 3 clusters Score -2.331235e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181723 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23312478.000000 Penalty: 6007.624512
	Iteration 13Q: 3 clusters Score -2.331248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181765 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23312582.000000 Penalty: 6007.624512
	Iteration 14Q: 3 clusters Score -2.331258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181785 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23312612.000000 Penalty: 6007.624512
	Iteration 15Q: 3 clusters Score -2.331261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23312640.000000 Penalty: 6007.624512
	Iteration 16Q: 3 clusters Score -2.331264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181794 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23312648.000000 Penalty: 6007.624512
	Iteration 17Q: 3 clusters Score -2.331265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181796 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23312646.000000 Penalty: 6007.624512
	Iteration 18Q: 3 clusters Score -2.331265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181800 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23312664.000000 Penalty: 6007.624512
	Iteration 19Q: 3 clusters Score -2.331266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23312674.000000 Penalty: 6007.624512
	Iteration 20F: 3 clusters Score -2.331267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181804 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23312686.000000 Penalty: 6007.624512
	Iteration 21Q: 3 clusters Score -2.331269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23312682.000000 Penalty: 6007.624512
	Iteration 22Q: 3 clusters Score -2.331268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181806 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23312690.000000 Penalty: 6007.624512
	Iteration 23Q: 3 clusters Score -2.331269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23312682.000000 Penalty: 6007.624512
	Iteration 24Q: 3 clusters Score -2.331268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23312682.000000 Penalty: 6007.624512
	Iteration 25F: 3 clusters Score -2.331268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75135.343750 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75135.34 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75550.046875 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75550.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75873.726562 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75873.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76151.078125 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -76151.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76250.195312 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -76250.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76345.648438 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -76345.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76514.875000 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76514.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76748.351562 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76748.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76865.726562 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76865.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77044.281250 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -77044.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77070.906250 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -77070.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77072.875000 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -77072.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77072.875000 Penalty: 3250.750977
	Iteration 12F: 3 clusters Score -77072.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 161620 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33961 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79789 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182070 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 266 members 
Mstep: Class 18 contains 50965 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 22 contains 141826 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
Score: -98288312.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98289808.000000 to -98288312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (50965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Entering Unmasked Estep 
Score: -6576042.500000 Penalty: 2688.045898
	Iteration 0F: 2 clusters Score -6576042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -6541509.000000 Penalty: 5376.091797
	Iteration 0F: 3 clusters Score -6541509 nChanged 23681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -6554492.500000 Penalty: 5376.091797
	Iteration 1F: 3 clusters Score -6554492 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -6555042.000000 Penalty: 5376.091797
	Iteration 2Q: 3 clusters Score -6555042 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -6555642.000000 Penalty: 5376.091797
	Iteration 3Q: 3 clusters Score -6555642 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -6556355.500000 Penalty: 5376.091797
	Iteration 4Q: 3 clusters Score -6556356 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6557344.500000 Penalty: 5376.091797
	Iteration 5Q: 3 clusters Score -6557344 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6558506.500000 Penalty: 5376.091797
	Iteration 6Q: 3 clusters Score -6558506 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6559938.500000 Penalty: 5376.091797
	Iteration 7F: 3 clusters Score -6559938 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6561770.000000 Penalty: 5376.091797
	Iteration 8F: 3 clusters Score -6561770 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -6563755.500000 Penalty: 5376.091797
	Iteration 9F: 3 clusters Score -6563756 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -6565674.000000 Penalty: 5376.091797
	Iteration 10F: 3 clusters Score -6565674 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -6566870.000000 Penalty: 5376.091797
	Iteration 11Q: 3 clusters Score -6566870 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6567523.500000 Penalty: 5376.091797
	Iteration 12Q: 3 clusters Score -6567524 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -6567846.000000 Penalty: 5376.091797
	Iteration 13Q: 3 clusters Score -6567846 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -6568054.500000 Penalty: 5376.091797
	Iteration 14Q: 3 clusters Score -6568054 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -6568308.500000 Penalty: 5376.091797
	Iteration 15Q: 3 clusters Score -6568308 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -6568482.500000 Penalty: 5376.091797
	Iteration 16Q: 3 clusters Score -6568482 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -6568698.000000 Penalty: 5376.091797
	Iteration 17Q: 3 clusters Score -6568698 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -6568961.500000 Penalty: 5376.091797
	Iteration 18Q: 3 clusters Score -6568962 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -6569251.000000 Penalty: 5376.091797
	Iteration 19Q: 3 clusters Score -6569251 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -6569575.000000 Penalty: 5376.091797
	Iteration 20F: 3 clusters Score -6569575 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -6569856.500000 Penalty: 5376.091797
	Iteration 21Q: 3 clusters Score -6569856 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -6570077.000000 Penalty: 5376.091797
	Iteration 22Q: 3 clusters Score -6570077 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6570366.000000 Penalty: 5376.091797
	Iteration 23Q: 3 clusters Score -6570366 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -6570587.000000 Penalty: 5376.091797
	Iteration 24Q: 3 clusters Score -6570587 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -6570805.000000 Penalty: 5376.091797
	Iteration 25Q: 3 clusters Score -6570805 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -6571042.000000 Penalty: 5376.091797
	Iteration 26Q: 3 clusters Score -6571042 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6571223.000000 Penalty: 5376.091797
	Iteration 27Q: 3 clusters Score -6571223 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6571400.000000 Penalty: 5376.091797
	Iteration 28Q: 3 clusters Score -6571400 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -6571581.000000 Penalty: 5376.091797
	Iteration 29Q: 3 clusters Score -6571581 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -6571758.000000 Penalty: 5376.091797
	Iteration 30Q: 3 clusters Score -6571758 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6571949.000000 Penalty: 5376.091797
	Iteration 31Q: 3 clusters Score -6571949 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -6572113.000000 Penalty: 5376.091797
	Iteration 32Q: 3 clusters Score -6572113 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6572289.000000 Penalty: 5376.091797
	Iteration 33Q: 3 clusters Score -6572289 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6572440.500000 Penalty: 5376.091797
	Iteration 34Q: 3 clusters Score -6572440 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6572585.000000 Penalty: 5376.091797
	Iteration 35Q: 3 clusters Score -6572585 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6572728.500000 Penalty: 5376.091797
	Iteration 36Q: 3 clusters Score -6572728 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6572914.500000 Penalty: 5376.091797
	Iteration 37Q: 3 clusters Score -6572914 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6573079.000000 Penalty: 5376.091797
	Iteration 38Q: 3 clusters Score -6573079 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6573250.500000 Penalty: 5376.091797
	Iteration 39Q: 3 clusters Score -6573250 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6573357.500000 Penalty: 5376.091797
	Iteration 40F: 3 clusters Score -6573358 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6573450.500000 Penalty: 5376.091797
	Iteration 41Q: 3 clusters Score -6573450 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6573532.500000 Penalty: 5376.091797
	Iteration 42Q: 3 clusters Score -6573532 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6573579.500000 Penalty: 5376.091797
	Iteration 43Q: 3 clusters Score -6573580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6573613.500000 Penalty: 5376.091797
	Iteration 44Q: 3 clusters Score -6573614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6573675.000000 Penalty: 5376.091797
	Iteration 45Q: 3 clusters Score -6573675 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6573710.000000 Penalty: 5376.091797
	Iteration 46Q: 3 clusters Score -6573710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6573754.000000 Penalty: 5376.091797
	Iteration 47Q: 3 clusters Score -6573754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6573744.500000 Penalty: 5376.091797
	Iteration 48Q: 3 clusters Score -6573744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6573770.000000 Penalty: 5376.091797
	Iteration 49Q: 3 clusters Score -6573770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6573780.000000 Penalty: 5376.091797
	Iteration 50Q: 3 clusters Score -6573780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6573805.500000 Penalty: 5376.091797
	Iteration 51Q: 3 clusters Score -6573806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6573807.000000 Penalty: 5376.091797
	Iteration 52Q: 3 clusters Score -6573807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6573818.500000 Penalty: 5376.091797
	Iteration 53Q: 3 clusters Score -6573818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6573826.000000 Penalty: 5376.091797
	Iteration 54Q: 3 clusters Score -6573826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6573829.500000 Penalty: 5376.091797
	Iteration 55Q: 3 clusters Score -6573830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6573838.000000 Penalty: 5376.091797
	Iteration 56Q: 3 clusters Score -6573838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6573840.500000 Penalty: 5376.091797
	Iteration 57Q: 3 clusters Score -6573840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6573852.500000 Penalty: 5376.091797
	Iteration 58Q: 3 clusters Score -6573852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6573855.500000 Penalty: 5376.091797
	Iteration 59Q: 3 clusters Score -6573856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6573866.500000 Penalty: 5376.091797
	Iteration 60F: 3 clusters Score -6573866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6573871.500000 Penalty: 5376.091797
	Iteration 61Q: 3 clusters Score -6573872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6573870.500000 Penalty: 5376.091797
	Iteration 62Q: 3 clusters Score -6573870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6573872.500000 Penalty: 5376.091797
	Iteration 63Q: 3 clusters Score -6573872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6573869.500000 Penalty: 5376.091797
	Iteration 64Q: 3 clusters Score -6573870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6573883.000000 Penalty: 5376.091797
	Iteration 65Q: 3 clusters Score -6573883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6573882.000000 Penalty: 5376.091797
	Iteration 66Q: 3 clusters Score -6573882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6573893.500000 Penalty: 5376.091797
	Iteration 67Q: 3 clusters Score -6573894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6573896.000000 Penalty: 5376.091797
	Iteration 68Q: 3 clusters Score -6573896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6573895.000000 Penalty: 5376.091797
	Iteration 69Q: 3 clusters Score -6573895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6573896.500000 Penalty: 5376.091797
	Iteration 70Q: 3 clusters Score -6573896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6573915.500000 Penalty: 5376.091797
	Iteration 71Q: 3 clusters Score -6573916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6573909.500000 Penalty: 5376.091797
	Iteration 72Q: 3 clusters Score -6573910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6573914.000000 Penalty: 5376.091797
	Iteration 73Q: 3 clusters Score -6573914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6573914.000000 Penalty: 5376.091797
	Iteration 74Q: 3 clusters Score -6573914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6573909.000000 Penalty: 5376.091797
	Iteration 75Q: 3 clusters Score -6573909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6573908.500000 Penalty: 5376.091797
	Iteration 76Q: 3 clusters Score -6573908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6573913.000000 Penalty: 5376.091797
	Iteration 77Q: 3 clusters Score -6573913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6573921.000000 Penalty: 5376.091797
	Iteration 78Q: 3 clusters Score -6573921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6573915.000000 Penalty: 5376.091797
	Iteration 79Q: 3 clusters Score -6573915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6573924.500000 Penalty: 5376.091797
	Iteration 80F: 3 clusters Score -6573924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6573931.500000 Penalty: 5376.091797
	Iteration 81Q: 3 clusters Score -6573932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6573934.000000 Penalty: 5376.091797
	Iteration 82Q: 3 clusters Score -6573934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6573934.000000 Penalty: 5376.091797
	Iteration 83F: 3 clusters Score -6573934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Entering Unmasked Estep 
Score: -1444848.000000 Penalty: 2327.825439
	Iteration 0F: 2 clusters Score -1444848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1435890.125000 Penalty: 4655.650879
	Iteration 0F: 3 clusters Score -1435890 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1438634.375000 Penalty: 4655.650879
	Iteration 1F: 3 clusters Score -1438634 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1438980.375000 Penalty: 4655.650879
	Iteration 2F: 3 clusters Score -1438980 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1439245.250000 Penalty: 4655.650879
	Iteration 3F: 3 clusters Score -1439245 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1439470.125000 Penalty: 4655.650879
	Iteration 4Q: 3 clusters Score -1439470 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1439661.125000 Penalty: 4655.650879
	Iteration 5Q: 3 clusters Score -1439661 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1439823.875000 Penalty: 4655.650879
	Iteration 6Q: 3 clusters Score -1439824 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1439953.250000 Penalty: 4655.650879
	Iteration 7Q: 3 clusters Score -1439953 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1440061.000000 Penalty: 4655.650879
	Iteration 8Q: 3 clusters Score -1440061 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1440139.500000 Penalty: 4655.650879
	Iteration 9Q: 3 clusters Score -1440140 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1440232.250000 Penalty: 4655.650879
	Iteration 10Q: 3 clusters Score -1440232 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1440318.375000 Penalty: 4655.650879
	Iteration 11Q: 3 clusters Score -1440318 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1440402.625000 Penalty: 4655.650879
	Iteration 12Q: 3 clusters Score -1440403 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1440467.875000 Penalty: 4655.650879
	Iteration 13Q: 3 clusters Score -1440468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1440533.125000 Penalty: 4655.650879
	Iteration 14Q: 3 clusters Score -1440533 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1440605.375000 Penalty: 4655.650879
	Iteration 15Q: 3 clusters Score -1440605 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1440663.125000 Penalty: 4655.650879
	Iteration 16Q: 3 clusters Score -1440663 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1440719.000000 Penalty: 4655.650879
	Iteration 17Q: 3 clusters Score -1440719 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1440767.750000 Penalty: 4655.650879
	Iteration 18Q: 3 clusters Score -1440768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1440825.750000 Penalty: 4655.650879
	Iteration 19Q: 3 clusters Score -1440826 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1440886.000000 Penalty: 4655.650879
	Iteration 20F: 3 clusters Score -1440886 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1440943.375000 Penalty: 4655.650879
	Iteration 21Q: 3 clusters Score -1440943 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1441005.625000 Penalty: 4655.650879
	Iteration 22Q: 3 clusters Score -1441006 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1441065.875000 Penalty: 4655.650879
	Iteration 23Q: 3 clusters Score -1441066 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1441123.500000 Penalty: 4655.650879
	Iteration 24Q: 3 clusters Score -1441124 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1441176.750000 Penalty: 4655.650879
	Iteration 25Q: 3 clusters Score -1441177 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1441225.000000 Penalty: 4655.650879
	Iteration 26Q: 3 clusters Score -1441225 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1441266.000000 Penalty: 4655.650879
	Iteration 27Q: 3 clusters Score -1441266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1441298.375000 Penalty: 4655.650879
	Iteration 28Q: 3 clusters Score -1441298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1441323.875000 Penalty: 4655.650879
	Iteration 29Q: 3 clusters Score -1441324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1441349.625000 Penalty: 4655.650879
	Iteration 30Q: 3 clusters Score -1441350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1441372.250000 Penalty: 4655.650879
	Iteration 31Q: 3 clusters Score -1441372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1441396.875000 Penalty: 4655.650879
	Iteration 32Q: 3 clusters Score -1441397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1441416.375000 Penalty: 4655.650879
	Iteration 33Q: 3 clusters Score -1441416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1441440.875000 Penalty: 4655.650879
	Iteration 34Q: 3 clusters Score -1441441 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1441461.750000 Penalty: 4655.650879
	Iteration 35Q: 3 clusters Score -1441462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1441479.625000 Penalty: 4655.650879
	Iteration 36Q: 3 clusters Score -1441480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1441505.875000 Penalty: 4655.650879
	Iteration 37Q: 3 clusters Score -1441506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1441524.500000 Penalty: 4655.650879
	Iteration 38Q: 3 clusters Score -1441524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1441549.750000 Penalty: 4655.650879
	Iteration 39Q: 3 clusters Score -1441550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1441573.250000 Penalty: 4655.650879
	Iteration 40F: 3 clusters Score -1441573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1441599.125000 Penalty: 4655.650879
	Iteration 41Q: 3 clusters Score -1441599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1441618.125000 Penalty: 4655.650879
	Iteration 42Q: 3 clusters Score -1441618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1441632.125000 Penalty: 4655.650879
	Iteration 43Q: 3 clusters Score -1441632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1441648.625000 Penalty: 4655.650879
	Iteration 44Q: 3 clusters Score -1441649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1441662.375000 Penalty: 4655.650879
	Iteration 45Q: 3 clusters Score -1441662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1441673.000000 Penalty: 4655.650879
	Iteration 46Q: 3 clusters Score -1441673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1441690.250000 Penalty: 4655.650879
	Iteration 47Q: 3 clusters Score -1441690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1441705.500000 Penalty: 4655.650879
	Iteration 48Q: 3 clusters Score -1441706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1441723.125000 Penalty: 4655.650879
	Iteration 49Q: 3 clusters Score -1441723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1441750.125000 Penalty: 4655.650879
	Iteration 50Q: 3 clusters Score -1441750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1441766.625000 Penalty: 4655.650879
	Iteration 51Q: 3 clusters Score -1441767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1441788.375000 Penalty: 4655.650879
	Iteration 52Q: 3 clusters Score -1441788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1441812.375000 Penalty: 4655.650879
	Iteration 53Q: 3 clusters Score -1441812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1441839.500000 Penalty: 4655.650879
	Iteration 54Q: 3 clusters Score -1441840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1441865.375000 Penalty: 4655.650879
	Iteration 55Q: 3 clusters Score -1441865 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1441890.250000 Penalty: 4655.650879
	Iteration 56Q: 3 clusters Score -1441890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1441927.375000 Penalty: 4655.650879
	Iteration 57Q: 3 clusters Score -1441927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1441960.625000 Penalty: 4655.650879
	Iteration 58Q: 3 clusters Score -1441961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1441986.750000 Penalty: 4655.650879
	Iteration 59Q: 3 clusters Score -1441987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1442013.750000 Penalty: 4655.650879
	Iteration 60F: 3 clusters Score -1442014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1442046.875000 Penalty: 4655.650879
	Iteration 61Q: 3 clusters Score -1442047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1442066.000000 Penalty: 4655.650879
	Iteration 62Q: 3 clusters Score -1442066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1442088.375000 Penalty: 4655.650879
	Iteration 63Q: 3 clusters Score -1442088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1442111.125000 Penalty: 4655.650879
	Iteration 64Q: 3 clusters Score -1442111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1442134.375000 Penalty: 4655.650879
	Iteration 65Q: 3 clusters Score -1442134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1442169.125000 Penalty: 4655.650879
	Iteration 66Q: 3 clusters Score -1442169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1442194.875000 Penalty: 4655.650879
	Iteration 67Q: 3 clusters Score -1442195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1442214.625000 Penalty: 4655.650879
	Iteration 68Q: 3 clusters Score -1442215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1442238.250000 Penalty: 4655.650879
	Iteration 69Q: 3 clusters Score -1442238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1442255.875000 Penalty: 4655.650879
	Iteration 70Q: 3 clusters Score -1442256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1442288.500000 Penalty: 4655.650879
	Iteration 71Q: 3 clusters Score -1442288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1442321.000000 Penalty: 4655.650879
	Iteration 72Q: 3 clusters Score -1442321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1442360.250000 Penalty: 4655.650879
	Iteration 73Q: 3 clusters Score -1442360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1442387.000000 Penalty: 4655.650879
	Iteration 74Q: 3 clusters Score -1442387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1442422.750000 Penalty: 4655.650879
	Iteration 75Q: 3 clusters Score -1442423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1442452.500000 Penalty: 4655.650879
	Iteration 76Q: 3 clusters Score -1442452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1442474.625000 Penalty: 4655.650879
	Iteration 77Q: 3 clusters Score -1442475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1442494.000000 Penalty: 4655.650879
	Iteration 78Q: 3 clusters Score -1442494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1442516.000000 Penalty: 4655.650879
	Iteration 79Q: 3 clusters Score -1442516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1442540.750000 Penalty: 4655.650879
	Iteration 80F: 3 clusters Score -1442541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1442570.875000 Penalty: 4655.650879
	Iteration 81Q: 3 clusters Score -1442571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1442597.375000 Penalty: 4655.650879
	Iteration 82Q: 3 clusters Score -1442597 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1442621.625000 Penalty: 4655.650879
	Iteration 83Q: 3 clusters Score -1442622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1442641.875000 Penalty: 4655.650879
	Iteration 84Q: 3 clusters Score -1442642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1442657.500000 Penalty: 4655.650879
	Iteration 85Q: 3 clusters Score -1442658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1442673.000000 Penalty: 4655.650879
	Iteration 86Q: 3 clusters Score -1442673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1442681.875000 Penalty: 4655.650879
	Iteration 87Q: 3 clusters Score -1442682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1442692.750000 Penalty: 4655.650879
	Iteration 88Q: 3 clusters Score -1442693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1442706.750000 Penalty: 4655.650879
	Iteration 89Q: 3 clusters Score -1442707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1442716.000000 Penalty: 4655.650879
	Iteration 90Q: 3 clusters Score -1442716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1442729.250000 Penalty: 4655.650879
	Iteration 91Q: 3 clusters Score -1442729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1442744.125000 Penalty: 4655.650879
	Iteration 92Q: 3 clusters Score -1442744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1442753.875000 Penalty: 4655.650879
	Iteration 93Q: 3 clusters Score -1442754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1442762.625000 Penalty: 4655.650879
	Iteration 94Q: 3 clusters Score -1442763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1442768.875000 Penalty: 4655.650879
	Iteration 95Q: 3 clusters Score -1442769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1442770.000000 Penalty: 4655.650879
	Iteration 96Q: 3 clusters Score -1442770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1442773.500000 Penalty: 4655.650879
	Iteration 97Q: 3 clusters Score -1442774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1442775.500000 Penalty: 4655.650879
	Iteration 98Q: 3 clusters Score -1442776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1442777.250000 Penalty: 4655.650879
	Iteration 99Q: 3 clusters Score -1442777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1442779.125000 Penalty: 4655.650879
	Iteration 100F: 3 clusters Score -1442779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1442778.000000 Penalty: 4655.650879
	Iteration 101Q: 3 clusters Score -1442778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1442778.000000 Penalty: 4655.650879
	Iteration 102F: 3 clusters Score -1442778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (141826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Entering Unmasked Estep 
Score: -18144236.000000 Penalty: 2941.864258
	Iteration 0F: 2 clusters Score -1.814424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -18049924.000000 Penalty: 5883.728516
	Iteration 0F: 3 clusters Score -1.804992e+07 nChanged 67370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -18089254.000000 Penalty: 5883.728516
	Iteration 1F: 3 clusters Score -1.808925e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -18090496.000000 Penalty: 5883.728516
	Iteration 2Q: 3 clusters Score -1.80905e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72138 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -18092030.000000 Penalty: 5883.728516
	Iteration 3Q: 3 clusters Score -1.809203e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -18094096.000000 Penalty: 5883.728516
	Iteration 4Q: 3 clusters Score -1.80941e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -18096850.000000 Penalty: 5883.728516
	Iteration 5Q: 3 clusters Score -1.809685e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 68643 members 
Entering Unmasked Estep 
Score: -18100762.000000 Penalty: 5883.728516
	Iteration 6F: 3 clusters Score -1.810076e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -18106162.000000 Penalty: 5883.728516
	Iteration 7F: 3 clusters Score -1.810616e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -18112896.000000 Penalty: 5883.728516
	Iteration 8F: 3 clusters Score -1.81129e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -18118816.000000 Penalty: 5883.728516
	Iteration 9F: 3 clusters Score -1.811882e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -18121720.000000 Penalty: 5883.728516
	Iteration 10Q: 3 clusters Score -1.812172e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -18122964.000000 Penalty: 5883.728516
	Iteration 11Q: 3 clusters Score -1.812296e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -18123506.000000 Penalty: 5883.728516
	Iteration 12Q: 3 clusters Score -1.812351e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -18123952.000000 Penalty: 5883.728516
	Iteration 13Q: 3 clusters Score -1.812395e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -18124484.000000 Penalty: 5883.728516
	Iteration 14Q: 3 clusters Score -1.812448e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -18125102.000000 Penalty: 5883.728516
	Iteration 15Q: 3 clusters Score -1.81251e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -18125852.000000 Penalty: 5883.728516
	Iteration 16Q: 3 clusters Score -1.812585e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -18126656.000000 Penalty: 5883.728516
	Iteration 17Q: 3 clusters Score -1.812666e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -18127566.000000 Penalty: 5883.728516
	Iteration 18Q: 3 clusters Score -1.812757e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -18128416.000000 Penalty: 5883.728516
	Iteration 19Q: 3 clusters Score -1.812842e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -18129110.000000 Penalty: 5883.728516
	Iteration 20F: 3 clusters Score -1.812911e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
Score: -18129744.000000 Penalty: 5883.728516
	Iteration 21Q: 3 clusters Score -1.812974e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -18130206.000000 Penalty: 5883.728516
	Iteration 22Q: 3 clusters Score -1.813021e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -18130742.000000 Penalty: 5883.728516
	Iteration 23Q: 3 clusters Score -1.813074e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -18131104.000000 Penalty: 5883.728516
	Iteration 24Q: 3 clusters Score -1.81311e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -18131466.000000 Penalty: 5883.728516
	Iteration 25Q: 3 clusters Score -1.813147e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 100402 members 
Entering Unmasked Estep 
Score: -18131874.000000 Penalty: 5883.728516
	Iteration 26Q: 3 clusters Score -1.813187e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 102119 members 
Entering Unmasked Estep 
Score: -18132228.000000 Penalty: 5883.728516
	Iteration 27Q: 3 clusters Score -1.813223e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 103912 members 
Entering Unmasked Estep 
Score: -18132690.000000 Penalty: 5883.728516
	Iteration 28Q: 3 clusters Score -1.813269e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -18133122.000000 Penalty: 5883.728516
	Iteration 29Q: 3 clusters Score -1.813312e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -18133532.000000 Penalty: 5883.728516
	Iteration 30Q: 3 clusters Score -1.813353e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -18133928.000000 Penalty: 5883.728516
	Iteration 31Q: 3 clusters Score -1.813393e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -18134444.000000 Penalty: 5883.728516
	Iteration 32Q: 3 clusters Score -1.813444e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -18134940.000000 Penalty: 5883.728516
	Iteration 33Q: 3 clusters Score -1.813494e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -18135730.000000 Penalty: 5883.728516
	Iteration 34Q: 3 clusters Score -1.813573e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -18136168.000000 Penalty: 5883.728516
	Iteration 35Q: 3 clusters Score -1.813617e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -18136666.000000 Penalty: 5883.728516
	Iteration 36Q: 3 clusters Score -1.813667e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -18137068.000000 Penalty: 5883.728516
	Iteration 37Q: 3 clusters Score -1.813707e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 121645 members 
Entering Unmasked Estep 
Score: -18137508.000000 Penalty: 5883.728516
	Iteration 38Q: 3 clusters Score -1.813751e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 123144 members 
Entering Unmasked Estep 
Score: -18137958.000000 Penalty: 5883.728516
	Iteration 39Q: 3 clusters Score -1.813796e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -18138392.000000 Penalty: 5883.728516
	Iteration 40F: 3 clusters Score -1.813839e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -18138888.000000 Penalty: 5883.728516
	Iteration 41Q: 3 clusters Score -1.813889e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -18139266.000000 Penalty: 5883.728516
	Iteration 42Q: 3 clusters Score -1.813927e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -18139560.000000 Penalty: 5883.728516
	Iteration 43Q: 3 clusters Score -1.813956e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 129201 members 
Entering Unmasked Estep 
Score: -18139890.000000 Penalty: 5883.728516
	Iteration 44Q: 3 clusters Score -1.813989e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -18140190.000000 Penalty: 5883.728516
	Iteration 45Q: 3 clusters Score -1.814019e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 131251 members 
Entering Unmasked Estep 
Score: -18140514.000000 Penalty: 5883.728516
	Iteration 46Q: 3 clusters Score -1.814051e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 132182 members 
Entering Unmasked Estep 
Score: -18140788.000000 Penalty: 5883.728516
	Iteration 47Q: 3 clusters Score -1.814079e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 133002 members 
Entering Unmasked Estep 
Score: -18141034.000000 Penalty: 5883.728516
	Iteration 48Q: 3 clusters Score -1.814103e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -18141212.000000 Penalty: 5883.728516
	Iteration 49Q: 3 clusters Score -1.814121e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -18141392.000000 Penalty: 5883.728516
	Iteration 50Q: 3 clusters Score -1.814139e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 134903 members 
Entering Unmasked Estep 
Score: -18141542.000000 Penalty: 5883.728516
	Iteration 51Q: 3 clusters Score -1.814154e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -18141668.000000 Penalty: 5883.728516
	Iteration 52Q: 3 clusters Score -1.814167e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 135827 members 
Entering Unmasked Estep 
Score: -18141806.000000 Penalty: 5883.728516
	Iteration 53Q: 3 clusters Score -1.814181e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 136252 members 
Entering Unmasked Estep 
Score: -18141962.000000 Penalty: 5883.728516
	Iteration 54Q: 3 clusters Score -1.814196e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -18142114.000000 Penalty: 5883.728516
	Iteration 55Q: 3 clusters Score -1.814211e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 136905 members 
Entering Unmasked Estep 
Score: -18142140.000000 Penalty: 5883.728516
	Iteration 56Q: 3 clusters Score -1.814214e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -18142228.000000 Penalty: 5883.728516
	Iteration 57Q: 3 clusters Score -1.814223e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -18142270.000000 Penalty: 5883.728516
	Iteration 58Q: 3 clusters Score -1.814227e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 137633 members 
Entering Unmasked Estep 
Score: -18142308.000000 Penalty: 5883.728516
	Iteration 59Q: 3 clusters Score -1.814231e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 137830 members 
Entering Unmasked Estep 
Score: -18142312.000000 Penalty: 5883.728516
	Iteration 60F: 3 clusters Score -1.814231e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 137976 members 
Entering Unmasked Estep 
Score: -18142364.000000 Penalty: 5883.728516
	Iteration 61Q: 3 clusters Score -1.814236e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 138095 members 
Entering Unmasked Estep 
Score: -18142422.000000 Penalty: 5883.728516
	Iteration 62Q: 3 clusters Score -1.814242e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -18142414.000000 Penalty: 5883.728516
	Iteration 63Q: 3 clusters Score -1.814241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -18142456.000000 Penalty: 5883.728516
	Iteration 64Q: 3 clusters Score -1.814246e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 138355 members 
Entering Unmasked Estep 
Score: -18142476.000000 Penalty: 5883.728516
	Iteration 65Q: 3 clusters Score -1.814248e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 138418 members 
Entering Unmasked Estep 
Score: -18142460.000000 Penalty: 5883.728516
	Iteration 66Q: 3 clusters Score -1.814246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 138463 members 
Entering Unmasked Estep 
Score: -18142476.000000 Penalty: 5883.728516
	Iteration 67Q: 3 clusters Score -1.814248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 138500 members 
Entering Unmasked Estep 
Score: -18142458.000000 Penalty: 5883.728516
	Iteration 68Q: 3 clusters Score -1.814246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -18142482.000000 Penalty: 5883.728516
	Iteration 69Q: 3 clusters Score -1.814248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 138574 members 
Entering Unmasked Estep 
Score: -18142514.000000 Penalty: 5883.728516
	Iteration 70Q: 3 clusters Score -1.814251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 138601 members 
Entering Unmasked Estep 
Score: -18142500.000000 Penalty: 5883.728516
	Iteration 71Q: 3 clusters Score -1.81425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -18142530.000000 Penalty: 5883.728516
	Iteration 72Q: 3 clusters Score -1.814253e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 138688 members 
Entering Unmasked Estep 
Score: -18142544.000000 Penalty: 5883.728516
	Iteration 73Q: 3 clusters Score -1.814254e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 138722 members 
Entering Unmasked Estep 
Score: -18142542.000000 Penalty: 5883.728516
	Iteration 74Q: 3 clusters Score -1.814254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 138759 members 
Entering Unmasked Estep 
Score: -18142536.000000 Penalty: 5883.728516
	Iteration 75Q: 3 clusters Score -1.814254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -18142528.000000 Penalty: 5883.728516
	Iteration 76Q: 3 clusters Score -1.814253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 138809 members 
Entering Unmasked Estep 
Score: -18142540.000000 Penalty: 5883.728516
	Iteration 77Q: 3 clusters Score -1.814254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -18142536.000000 Penalty: 5883.728516
	Iteration 78Q: 3 clusters Score -1.814254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -18142530.000000 Penalty: 5883.728516
	Iteration 79Q: 3 clusters Score -1.814253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -18142538.000000 Penalty: 5883.728516
	Iteration 80F: 3 clusters Score -1.814254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 138874 members 
Entering Unmasked Estep 
Score: -18142552.000000 Penalty: 5883.728516
	Iteration 81Q: 3 clusters Score -1.814255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 138887 members 
Entering Unmasked Estep 
Score: -18142570.000000 Penalty: 5883.728516
	Iteration 82Q: 3 clusters Score -1.814257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 138905 members 
Entering Unmasked Estep 
Score: -18142554.000000 Penalty: 5883.728516
	Iteration 83Q: 3 clusters Score -1.814255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 138918 members 
Entering Unmasked Estep 
Score: -18142550.000000 Penalty: 5883.728516
	Iteration 84Q: 3 clusters Score -1.814255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 138924 members 
Entering Unmasked Estep 
Score: -18142550.000000 Penalty: 5883.728516
	Iteration 85Q: 3 clusters Score -1.814255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 138930 members 
Entering Unmasked Estep 
Score: -18142556.000000 Penalty: 5883.728516
	Iteration 86Q: 3 clusters Score -1.814256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 138933 members 
Entering Unmasked Estep 
Score: -18142560.000000 Penalty: 5883.728516
	Iteration 87Q: 3 clusters Score -1.814256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 138934 members 
Entering Unmasked Estep 
Score: -18142552.000000 Penalty: 5883.728516
	Iteration 88Q: 3 clusters Score -1.814255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 138939 members 
Entering Unmasked Estep 
Score: -18142544.000000 Penalty: 5883.728516
	Iteration 89Q: 3 clusters Score -1.814254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 138943 members 
Entering Unmasked Estep 
Score: -18142546.000000 Penalty: 5883.728516
	Iteration 90Q: 3 clusters Score -1.814255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 138948 members 
Entering Unmasked Estep 
Score: -18142544.000000 Penalty: 5883.728516
	Iteration 91Q: 3 clusters Score -1.814254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -18142548.000000 Penalty: 5883.728516
	Iteration 92Q: 3 clusters Score -1.814255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -18142524.000000 Penalty: 5883.728516
	Iteration 93Q: 3 clusters Score -1.814252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -18142540.000000 Penalty: 5883.728516
	Iteration 94Q: 3 clusters Score -1.814254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 138974 members 
Entering Unmasked Estep 
Score: -18142540.000000 Penalty: 5883.728516
	Iteration 95Q: 3 clusters Score -1.814254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 138980 members 
Entering Unmasked Estep 
Score: -18142546.000000 Penalty: 5883.728516
	Iteration 96Q: 3 clusters Score -1.814255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 138982 members 
Entering Unmasked Estep 
Score: -18142540.000000 Penalty: 5883.728516
	Iteration 97Q: 3 clusters Score -1.814254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 138986 members 
Entering Unmasked Estep 
Score: -18142546.000000 Penalty: 5883.728516
	Iteration 98Q: 3 clusters Score -1.814255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 138986 members 
Entering Unmasked Estep 
Score: -18142546.000000 Penalty: 5883.728516
	Iteration 99F: 3 clusters Score -1.814255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Entering Unmasked Estep 
Score: -1955574.250000 Penalty: 2385.116211
	Iteration 0F: 2 clusters Score -1955574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1944704.500000 Penalty: 4770.232422
	Iteration 0F: 3 clusters Score -1944704 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1948146.875000 Penalty: 4770.232422
	Iteration 1F: 3 clusters Score -1948147 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1948492.125000 Penalty: 4770.232422
	Iteration 2F: 3 clusters Score -1948492 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1948746.875000 Penalty: 4770.232422
	Iteration 3Q: 3 clusters Score -1948747 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1948952.750000 Penalty: 4770.232422
	Iteration 4Q: 3 clusters Score -1948953 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1949155.750000 Penalty: 4770.232422
	Iteration 5Q: 3 clusters Score -1949156 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1949337.375000 Penalty: 4770.232422
	Iteration 6Q: 3 clusters Score -1949337 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1949537.375000 Penalty: 4770.232422
	Iteration 7Q: 3 clusters Score -1949537 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1949811.625000 Penalty: 4770.232422
	Iteration 8Q: 3 clusters Score -1949812 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1950132.500000 Penalty: 4770.232422
	Iteration 9Q: 3 clusters Score -1950132 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1950459.125000 Penalty: 4770.232422
	Iteration 10Q: 3 clusters Score -1950459 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1950823.875000 Penalty: 4770.232422
	Iteration 11Q: 3 clusters Score -1950824 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1951179.250000 Penalty: 4770.232422
	Iteration 12Q: 3 clusters Score -1951179 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1951505.625000 Penalty: 4770.232422
	Iteration 13Q: 3 clusters Score -1951506 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1951785.750000 Penalty: 4770.232422
	Iteration 14Q: 3 clusters Score -1951786 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1952000.000000 Penalty: 4770.232422
	Iteration 15Q: 3 clusters Score -1952000 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1952189.500000 Penalty: 4770.232422
	Iteration 16Q: 3 clusters Score -1952190 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1952326.625000 Penalty: 4770.232422
	Iteration 17Q: 3 clusters Score -1952327 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1952424.375000 Penalty: 4770.232422
	Iteration 18Q: 3 clusters Score -1952424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1952522.375000 Penalty: 4770.232422
	Iteration 19Q: 3 clusters Score -1952522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1952598.750000 Penalty: 4770.232422
	Iteration 20F: 3 clusters Score -1952599 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1952670.875000 Penalty: 4770.232422
	Iteration 21Q: 3 clusters Score -1952671 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1952739.125000 Penalty: 4770.232422
	Iteration 22Q: 3 clusters Score -1952739 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1952813.250000 Penalty: 4770.232422
	Iteration 23Q: 3 clusters Score -1952813 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1952870.250000 Penalty: 4770.232422
	Iteration 24Q: 3 clusters Score -1952870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1952922.375000 Penalty: 4770.232422
	Iteration 25Q: 3 clusters Score -1952922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1952956.375000 Penalty: 4770.232422
	Iteration 26Q: 3 clusters Score -1952956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1952989.250000 Penalty: 4770.232422
	Iteration 27Q: 3 clusters Score -1952989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1953018.250000 Penalty: 4770.232422
	Iteration 28Q: 3 clusters Score -1953018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1953054.375000 Penalty: 4770.232422
	Iteration 29Q: 3 clusters Score -1953054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1953076.375000 Penalty: 4770.232422
	Iteration 30Q: 3 clusters Score -1953076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1953095.750000 Penalty: 4770.232422
	Iteration 31Q: 3 clusters Score -1953096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1953115.625000 Penalty: 4770.232422
	Iteration 32Q: 3 clusters Score -1953116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1953139.750000 Penalty: 4770.232422
	Iteration 33Q: 3 clusters Score -1953140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1953149.500000 Penalty: 4770.232422
	Iteration 34Q: 3 clusters Score -1953150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1953162.125000 Penalty: 4770.232422
	Iteration 35Q: 3 clusters Score -1953162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1953170.500000 Penalty: 4770.232422
	Iteration 36Q: 3 clusters Score -1953170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1953174.250000 Penalty: 4770.232422
	Iteration 37Q: 3 clusters Score -1953174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1953184.000000 Penalty: 4770.232422
	Iteration 38Q: 3 clusters Score -1953184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1953198.000000 Penalty: 4770.232422
	Iteration 39Q: 3 clusters Score -1953198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1953203.625000 Penalty: 4770.232422
	Iteration 40F: 3 clusters Score -1953204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1953212.000000 Penalty: 4770.232422
	Iteration 41Q: 3 clusters Score -1953212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1953223.125000 Penalty: 4770.232422
	Iteration 42Q: 3 clusters Score -1953223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1953227.750000 Penalty: 4770.232422
	Iteration 43Q: 3 clusters Score -1953228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1953236.625000 Penalty: 4770.232422
	Iteration 44Q: 3 clusters Score -1953237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1953250.125000 Penalty: 4770.232422
	Iteration 45Q: 3 clusters Score -1953250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1953257.500000 Penalty: 4770.232422
	Iteration 46Q: 3 clusters Score -1953258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1953272.750000 Penalty: 4770.232422
	Iteration 47Q: 3 clusters Score -1953273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1953287.875000 Penalty: 4770.232422
	Iteration 48Q: 3 clusters Score -1953288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1953299.125000 Penalty: 4770.232422
	Iteration 49Q: 3 clusters Score -1953299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1953300.000000 Penalty: 4770.232422
	Iteration 50Q: 3 clusters Score -1953300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1953314.625000 Penalty: 4770.232422
	Iteration 51Q: 3 clusters Score -1953315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1953324.000000 Penalty: 4770.232422
	Iteration 52Q: 3 clusters Score -1953324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1953329.250000 Penalty: 4770.232422
	Iteration 53Q: 3 clusters Score -1953329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1953333.375000 Penalty: 4770.232422
	Iteration 54Q: 3 clusters Score -1953333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1953340.875000 Penalty: 4770.232422
	Iteration 55Q: 3 clusters Score -1953341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1953342.375000 Penalty: 4770.232422
	Iteration 56Q: 3 clusters Score -1953342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1953345.125000 Penalty: 4770.232422
	Iteration 57Q: 3 clusters Score -1953345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1953345.750000 Penalty: 4770.232422
	Iteration 58Q: 3 clusters Score -1953346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1953350.875000 Penalty: 4770.232422
	Iteration 59Q: 3 clusters Score -1953351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1953352.625000 Penalty: 4770.232422
	Iteration 60F: 3 clusters Score -1953353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1953362.625000 Penalty: 4770.232422
	Iteration 61Q: 3 clusters Score -1953363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1953371.125000 Penalty: 4770.232422
	Iteration 62Q: 3 clusters Score -1953371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1953378.750000 Penalty: 4770.232422
	Iteration 63Q: 3 clusters Score -1953379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1953385.625000 Penalty: 4770.232422
	Iteration 64Q: 3 clusters Score -1953386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1953387.875000 Penalty: 4770.232422
	Iteration 65Q: 3 clusters Score -1953388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1953389.750000 Penalty: 4770.232422
	Iteration 66Q: 3 clusters Score -1953390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1953393.000000 Penalty: 4770.232422
	Iteration 67Q: 3 clusters Score -1953393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1953390.375000 Penalty: 4770.232422
	Iteration 68Q: 3 clusters Score -1953390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1953390.375000 Penalty: 4770.232422
	Iteration 69F: 3 clusters Score -1953390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 161620 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33961 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79789 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182070 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50965 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 22 contains 141826 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289856.000000 Penalty: 60574.269531
Iteration 239Q: 19 clusters Score -9.828986e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 161674 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33966 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79773 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7576 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 43130 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182128 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50962 members 
Mstep: Class 20 contains 11922 members 
Mstep: Class 22 contains 141713 members 
Mstep: Class 23 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289824.000000 Penalty: 60574.269531
Iteration 240F: 19 clusters Score -9.828982e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 161736 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33964 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79767 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43138 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182201 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50955 members 
Mstep: Class 20 contains 11922 members 
Mstep: Class 22 contains 141594 members 
Mstep: Class 23 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289896.000000 Penalty: 60574.269531
Iteration 241Q: 19 clusters Score -9.82899e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 161795 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33965 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43141 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182246 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50937 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 22 contains 141500 members 
Mstep: Class 23 contains 15028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98290000.000000 Penalty: 60574.269531
Iteration 242Q: 19 clusters Score -9.829e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 161836 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33971 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79754 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43152 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182287 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50930 members 
Mstep: Class 20 contains 11920 members 
Mstep: Class 22 contains 141412 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289864.000000 Penalty: 60574.269531
Iteration 243Q: 19 clusters Score -9.828986e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 161872 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33975 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79752 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43162 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182337 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 20 contains 11919 members 
Mstep: Class 22 contains 141307 members 
Mstep: Class 23 contains 15027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289848.000000 Penalty: 60574.269531
Iteration 244Q: 19 clusters Score -9.828985e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 161911 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33976 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79751 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43167 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182384 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50900 members 
Mstep: Class 20 contains 11919 members 
Mstep: Class 22 contains 141209 members 
Mstep: Class 23 contains 15030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289760.000000 Penalty: 60574.269531
Iteration 245Q: 19 clusters Score -9.828976e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 161962 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33986 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79745 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43168 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182430 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50895 members 
Mstep: Class 20 contains 11920 members 
Mstep: Class 22 contains 141085 members 
Mstep: Class 23 contains 15040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289776.000000 Penalty: 60574.269531
Iteration 246Q: 19 clusters Score -9.828978e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 162035 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33989 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79733 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43168 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182459 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50897 members 
Mstep: Class 20 contains 11918 members 
Mstep: Class 22 contains 140973 members 
Mstep: Class 23 contains 15042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289768.000000 Penalty: 60574.269531
Iteration 247Q: 19 clusters Score -9.828977e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 162100 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 33996 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79726 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7580 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43180 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182505 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50890 members 
Mstep: Class 20 contains 11917 members 
Mstep: Class 22 contains 140839 members 
Mstep: Class 23 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289688.000000 Penalty: 60574.269531
Iteration 248Q: 19 clusters Score -9.828969e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 162174 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34009 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79712 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43188 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182540 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50874 members 
Mstep: Class 20 contains 11913 members 
Mstep: Class 22 contains 140723 members 
Mstep: Class 23 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289784.000000 Penalty: 60574.269531
Iteration 249Q: 19 clusters Score -9.828978e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 162259 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34015 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79702 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43194 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182586 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50856 members 
Mstep: Class 20 contains 11910 members 
Mstep: Class 22 contains 140604 members 
Mstep: Class 23 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289592.000000 Penalty: 60574.269531
Iteration 250Q: 19 clusters Score -9.828959e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 162327 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34031 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79691 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43192 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182634 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50842 members 
Mstep: Class 20 contains 11911 members 
Mstep: Class 22 contains 140495 members 
Mstep: Class 23 contains 15044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289672.000000 Penalty: 60574.269531
Iteration 251Q: 19 clusters Score -9.828967e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 162384 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34036 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79683 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182699 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50831 members 
Mstep: Class 20 contains 11908 members 
Mstep: Class 22 contains 140385 members 
Mstep: Class 23 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289688.000000 Penalty: 60574.269531
Iteration 252Q: 19 clusters Score -9.828969e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 162456 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34043 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79669 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43199 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182763 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50825 members 
Mstep: Class 20 contains 11906 members 
Mstep: Class 22 contains 140264 members 
Mstep: Class 23 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289704.000000 Penalty: 60574.269531
Iteration 253Q: 19 clusters Score -9.82897e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 162526 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34046 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79657 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43205 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182810 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50818 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 22 contains 140162 members 
Mstep: Class 23 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289680.000000 Penalty: 60574.269531
Iteration 254Q: 19 clusters Score -9.828968e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 162581 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34056 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79655 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43209 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182853 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50807 members 
Mstep: Class 20 contains 11901 members 
Mstep: Class 22 contains 140056 members 
Mstep: Class 23 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289672.000000 Penalty: 60574.269531
Iteration 255Q: 19 clusters Score -9.828967e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 162636 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34060 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79657 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43214 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182905 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50795 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 22 contains 139947 members 
Mstep: Class 23 contains 15035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289712.000000 Penalty: 60574.269531
Iteration 256Q: 19 clusters Score -9.828971e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 162701 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34061 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79654 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43223 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182935 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50788 members 
Mstep: Class 20 contains 11896 members 
Mstep: Class 22 contains 139850 members 
Mstep: Class 23 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289720.000000 Penalty: 60574.269531
Iteration 257Q: 19 clusters Score -9.828972e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 162773 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34067 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79654 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43231 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 182981 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50775 members 
Mstep: Class 20 contains 11897 members 
Mstep: Class 22 contains 139725 members 
Mstep: Class 23 contains 15037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289792.000000 Penalty: 60574.269531
Iteration 258Q: 19 clusters Score -9.828979e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 162837 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34076 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79660 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43244 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183005 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50775 members 
Mstep: Class 20 contains 11897 members 
Mstep: Class 22 contains 139605 members 
Mstep: Class 23 contains 15039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289864.000000 Penalty: 60574.269531
Iteration 259Q: 19 clusters Score -9.828986e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 162890 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34077 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79651 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43264 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183046 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50780 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 22 contains 139480 members 
Mstep: Class 23 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289864.000000 Penalty: 60574.269531
Iteration 260F: 19 clusters Score -9.828986e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 162933 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34083 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79643 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7582 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43277 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183078 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50785 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 22 contains 139374 members 
Mstep: Class 23 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289832.000000 Penalty: 60574.269531
Iteration 261Q: 19 clusters Score -9.828983e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 162977 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34105 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79630 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43285 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183130 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 20 contains 11901 members 
Mstep: Class 22 contains 139247 members 
Mstep: Class 23 contains 15043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289840.000000 Penalty: 60574.269531
Iteration 262Q: 19 clusters Score -9.828984e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 163013 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34114 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79614 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43300 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183203 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50785 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 22 contains 139138 members 
Mstep: Class 23 contains 15037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289808.000000 Penalty: 60574.269531
Iteration 263Q: 19 clusters Score -9.828981e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 163064 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79603 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43307 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183259 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50783 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 22 contains 139035 members 
Mstep: Class 23 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289808.000000 Penalty: 60574.269531
Iteration 264Q: 19 clusters Score -9.828981e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 163121 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34132 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79590 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183305 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50784 members 
Mstep: Class 20 contains 11895 members 
Mstep: Class 22 contains 138930 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289784.000000 Penalty: 60574.269531
Iteration 265Q: 19 clusters Score -9.828978e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 163166 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34143 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79583 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43328 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183371 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50777 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 22 contains 138815 members 
Mstep: Class 23 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289816.000000 Penalty: 60574.269531
Iteration 266Q: 19 clusters Score -9.828982e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 163217 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34153 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79568 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43337 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183411 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50769 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 22 contains 138728 members 
Mstep: Class 23 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289736.000000 Penalty: 60574.269531
Iteration 267Q: 19 clusters Score -9.828974e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 163257 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34161 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79554 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43337 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183459 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50764 members 
Mstep: Class 20 contains 11886 members 
Mstep: Class 22 contains 138642 members 
Mstep: Class 23 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289600.000000 Penalty: 60574.269531
Iteration 268Q: 19 clusters Score -9.82896e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 163311 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34173 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79543 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43340 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183503 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50764 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 22 contains 138537 members 
Mstep: Class 23 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289600.000000 Penalty: 60574.269531
Iteration 269Q: 19 clusters Score -9.82896e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 163364 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34181 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79534 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43343 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183546 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50766 members 
Mstep: Class 20 contains 11886 members 
Mstep: Class 22 contains 138436 members 
Mstep: Class 23 contains 15028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289616.000000 Penalty: 60574.269531
Iteration 270Q: 19 clusters Score -9.828962e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 163400 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34195 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79518 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43352 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183602 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50766 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 22 contains 138338 members 
Mstep: Class 23 contains 15027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289568.000000 Penalty: 60574.269531
Iteration 271Q: 19 clusters Score -9.828957e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 163451 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34212 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79512 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43364 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183648 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50767 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 22 contains 138223 members 
Mstep: Class 23 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289544.000000 Penalty: 60574.269531
Iteration 272Q: 19 clusters Score -9.828954e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 163505 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34218 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79515 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43376 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183691 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50771 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 22 contains 138102 members 
Mstep: Class 23 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289600.000000 Penalty: 60574.269531
Iteration 273Q: 19 clusters Score -9.82896e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 163572 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34229 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79511 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43384 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183746 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50772 members 
Mstep: Class 20 contains 11889 members 
Mstep: Class 22 contains 137989 members 
Mstep: Class 23 contains 15012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289584.000000 Penalty: 60574.269531
Iteration 274Q: 19 clusters Score -9.828958e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 163629 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34239 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79504 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43390 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183790 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50782 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 22 contains 137880 members 
Mstep: Class 23 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289432.000000 Penalty: 60574.269531
Iteration 275Q: 19 clusters Score -9.828943e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 163686 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34247 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79496 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43391 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183851 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50793 members 
Mstep: Class 20 contains 11884 members 
Mstep: Class 22 contains 137762 members 
Mstep: Class 23 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289560.000000 Penalty: 60574.269531
Iteration 276Q: 19 clusters Score -9.828956e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 163735 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34256 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79477 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43387 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183929 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50806 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 22 contains 137645 members 
Mstep: Class 23 contains 15004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289512.000000 Penalty: 60574.269531
Iteration 277Q: 19 clusters Score -9.828951e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 163781 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34271 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79458 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 43393 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 183975 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50811 members 
Mstep: Class 20 contains 11883 members 
Mstep: Class 22 contains 137549 members 
Mstep: Class 23 contains 15004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289544.000000 Penalty: 60574.269531
Iteration 278Q: 19 clusters Score -9.828954e+07 nChanged 301
Entering ConstructFrom: 
Score: -98289544.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (47022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Entering Unmasked Estep 
Score: -6082775.000000 Penalty: 2668.075928
	Iteration 0F: 2 clusters Score -6082775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -6050999.000000 Penalty: 5336.151855
	Iteration 0F: 3 clusters Score -6050999 nChanged 21562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6063126.500000 Penalty: 5336.151855
	Iteration 1F: 3 clusters Score -6063126 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -6063955.000000 Penalty: 5336.151855
	Iteration 2Q: 3 clusters Score -6063955 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -6065081.000000 Penalty: 5336.151855
	Iteration 3F: 3 clusters Score -6065081 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -6066830.500000 Penalty: 5336.151855
	Iteration 4F: 3 clusters Score -6066830 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -6069416.000000 Penalty: 5336.151855
	Iteration 5F: 3 clusters Score -6069416 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -6072676.000000 Penalty: 5336.151855
	Iteration 6F: 3 clusters Score -6072676 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6075872.500000 Penalty: 5336.151855
	Iteration 7F: 3 clusters Score -6075872 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6078005.500000 Penalty: 5336.151855
	Iteration 8Q: 3 clusters Score -6078006 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6079122.000000 Penalty: 5336.151855
	Iteration 9Q: 3 clusters Score -6079122 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6079683.500000 Penalty: 5336.151855
	Iteration 10Q: 3 clusters Score -6079684 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6079944.500000 Penalty: 5336.151855
	Iteration 11Q: 3 clusters Score -6079944 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6080094.000000 Penalty: 5336.151855
	Iteration 12Q: 3 clusters Score -6080094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6080207.000000 Penalty: 5336.151855
	Iteration 13Q: 3 clusters Score -6080207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6080257.000000 Penalty: 5336.151855
	Iteration 14Q: 3 clusters Score -6080257 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6080290.500000 Penalty: 5336.151855
	Iteration 15Q: 3 clusters Score -6080290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6080334.500000 Penalty: 5336.151855
	Iteration 16Q: 3 clusters Score -6080334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6080376.500000 Penalty: 5336.151855
	Iteration 17Q: 3 clusters Score -6080376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6080391.500000 Penalty: 5336.151855
	Iteration 18Q: 3 clusters Score -6080392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6080392.500000 Penalty: 5336.151855
	Iteration 19Q: 3 clusters Score -6080392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6080414.500000 Penalty: 5336.151855
	Iteration 20F: 3 clusters Score -6080414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6080442.000000 Penalty: 5336.151855
	Iteration 21Q: 3 clusters Score -6080442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6080461.000000 Penalty: 5336.151855
	Iteration 22Q: 3 clusters Score -6080461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6080470.500000 Penalty: 5336.151855
	Iteration 23Q: 3 clusters Score -6080470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6080472.500000 Penalty: 5336.151855
	Iteration 24Q: 3 clusters Score -6080472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6080468.500000 Penalty: 5336.151855
	Iteration 25Q: 3 clusters Score -6080468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6080479.000000 Penalty: 5336.151855
	Iteration 26Q: 3 clusters Score -6080479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6080483.500000 Penalty: 5336.151855
	Iteration 27Q: 3 clusters Score -6080484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6080483.500000 Penalty: 5336.151855
	Iteration 28Q: 3 clusters Score -6080484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6080487.500000 Penalty: 5336.151855
	Iteration 29Q: 3 clusters Score -6080488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6080486.500000 Penalty: 5336.151855
	Iteration 30Q: 3 clusters Score -6080486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6080481.000000 Penalty: 5336.151855
	Iteration 31Q: 3 clusters Score -6080481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6080486.000000 Penalty: 5336.151855
	Iteration 32Q: 3 clusters Score -6080486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6080485.500000 Penalty: 5336.151855
	Iteration 33Q: 3 clusters Score -6080486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6080486.500000 Penalty: 5336.151855
	Iteration 34Q: 3 clusters Score -6080486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6080486.500000 Penalty: 5336.151855
	Iteration 35F: 3 clusters Score -6080486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (163852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Entering Unmasked Estep 
Score: -20994570.000000 Penalty: 2977.666260
	Iteration 0F: 2 clusters Score -2.099457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -20886358.000000 Penalty: 5955.332520
	Iteration 0F: 3 clusters Score -2.088636e+07 nChanged 78471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -20931494.000000 Penalty: 5955.332520
	Iteration 1F: 3 clusters Score -2.093149e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -20932002.000000 Penalty: 5955.332520
	Iteration 2Q: 3 clusters Score -2.0932e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -20932650.000000 Penalty: 5955.332520
	Iteration 3Q: 3 clusters Score -2.093265e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -20933414.000000 Penalty: 5955.332520
	Iteration 4Q: 3 clusters Score -2.093341e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -20934276.000000 Penalty: 5955.332520
	Iteration 5Q: 3 clusters Score -2.093428e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -20935280.000000 Penalty: 5955.332520
	Iteration 6Q: 3 clusters Score -2.093528e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -20937336.000000 Penalty: 5955.332520
	Iteration 7Q: 3 clusters Score -2.093734e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -20940736.000000 Penalty: 5955.332520
	Iteration 8Q: 3 clusters Score -2.094074e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114202 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -20947142.000000 Penalty: 5955.332520
	Iteration 9F: 3 clusters Score -2.094714e+07 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -20958014.000000 Penalty: 5955.332520
	Iteration 10F: 3 clusters Score -2.095801e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143109 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -20972968.000000 Penalty: 5955.332520
	Iteration 11F: 3 clusters Score -2.097297e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -20984864.000000 Penalty: 5955.332520
	Iteration 12F: 3 clusters Score -2.098486e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160919 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -20989808.000000 Penalty: 5955.332520
	Iteration 13Q: 3 clusters Score -2.098981e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20991210.000000 Penalty: 5955.332520
	Iteration 14Q: 3 clusters Score -2.099121e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20991762.000000 Penalty: 5955.332520
	Iteration 15Q: 3 clusters Score -2.099176e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20991918.000000 Penalty: 5955.332520
	Iteration 16Q: 3 clusters Score -2.099192e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20991990.000000 Penalty: 5955.332520
	Iteration 17Q: 3 clusters Score -2.099199e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20992020.000000 Penalty: 5955.332520
	Iteration 18Q: 3 clusters Score -2.099202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20992042.000000 Penalty: 5955.332520
	Iteration 19Q: 3 clusters Score -2.099204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20992076.000000 Penalty: 5955.332520
	Iteration 20F: 3 clusters Score -2.099208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20992094.000000 Penalty: 5955.332520
	Iteration 21Q: 3 clusters Score -2.099209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20992104.000000 Penalty: 5955.332520
	Iteration 22Q: 3 clusters Score -2.09921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20992102.000000 Penalty: 5955.332520
	Iteration 23Q: 3 clusters Score -2.09921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20992104.000000 Penalty: 5955.332520
	Iteration 24Q: 3 clusters Score -2.09921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163557 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20992110.000000 Penalty: 5955.332520
	Iteration 25Q: 3 clusters Score -2.099211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20992112.000000 Penalty: 5955.332520
	Iteration 26Q: 3 clusters Score -2.099211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20992112.000000 Penalty: 5955.332520
	Iteration 27Q: 3 clusters Score -2.099211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20992114.000000 Penalty: 5955.332520
	Iteration 28Q: 3 clusters Score -2.099211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20992114.000000 Penalty: 5955.332520
	Iteration 29F: 3 clusters Score -2.099211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -74134.562500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -74134.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72473.765625 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -72473.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72653.898438 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -72653.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72730.898438 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -72730.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72769.398438 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -72769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72790.421875 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -72790.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72797.164062 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -72797.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72802.242188 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -72802.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72804.250000 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -72804.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72804.250000 Penalty: 3193.125000
	Iteration 8F: 3 clusters Score -72804.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 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 250 members 
Entering Unmasked Estep 
Score: -45860.917969 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45860.92 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46281.152344 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46281.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46592.687500 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46592.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46722.785156 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -46722.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46971.507812 Penalty: 3058.047119
	Iteration 4F: 3 clusters Score -46971.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47082.148438 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -47082.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47134.402344 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -47134.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47166.214844 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -47166.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47173.429688 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47173.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47177.035156 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47177.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47183.914062 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47183.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47197.097656 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -47197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47218.945312 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -47218.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47263.535156 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -47263.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47306.703125 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -47306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47367.023438 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -47367.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47439.128906 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -47439.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47516.542969 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -47516.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47527.648438 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -47527.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47555.878906 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -47555.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47599.500000 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -47599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47635.351562 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -47635.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47635.351562 Penalty: 3058.047119
	Iteration 22F: 3 clusters Score -47635.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 163852 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 239 members 
Mstep: Class 5 contains 34280 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79445 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43404 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184000 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 18 contains 50825 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 22 contains 137443 members 
Mstep: Class 23 contains 15007 members 
Entering Unmasked Estep 
Score: -98287896.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98289544.000000 to -98287896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (34280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Entering Unmasked Estep 
Score: -4441871.500000 Penalty: 2589.694580
	Iteration 0F: 2 clusters Score -4441872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4418553.000000 Penalty: 5179.389160
	Iteration 0F: 3 clusters Score -4418553 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4427555.500000 Penalty: 5179.389160
	Iteration 1F: 3 clusters Score -4427556 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4428513.000000 Penalty: 5179.389160
	Iteration 2F: 3 clusters Score -4428513 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4429740.000000 Penalty: 5179.389160
	Iteration 3F: 3 clusters Score -4429740 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4431374.000000 Penalty: 5179.389160
	Iteration 4F: 3 clusters Score -4431374 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4433440.000000 Penalty: 5179.389160
	Iteration 5F: 3 clusters Score -4433440 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -4435549.000000 Penalty: 5179.389160
	Iteration 6F: 3 clusters Score -4435549 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4437279.000000 Penalty: 5179.389160
	Iteration 7F: 3 clusters Score -4437279 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4438351.500000 Penalty: 5179.389160
	Iteration 8Q: 3 clusters Score -4438352 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4438952.500000 Penalty: 5179.389160
	Iteration 9Q: 3 clusters Score -4438952 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4439207.000000 Penalty: 5179.389160
	Iteration 10Q: 3 clusters Score -4439207 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4439381.000000 Penalty: 5179.389160
	Iteration 11Q: 3 clusters Score -4439381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4439477.000000 Penalty: 5179.389160
	Iteration 12Q: 3 clusters Score -4439477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4439532.500000 Penalty: 5179.389160
	Iteration 13Q: 3 clusters Score -4439532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4439571.000000 Penalty: 5179.389160
	Iteration 14Q: 3 clusters Score -4439571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4439611.000000 Penalty: 5179.389160
	Iteration 15Q: 3 clusters Score -4439611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4439629.500000 Penalty: 5179.389160
	Iteration 16Q: 3 clusters Score -4439630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4439653.500000 Penalty: 5179.389160
	Iteration 17Q: 3 clusters Score -4439654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4439664.500000 Penalty: 5179.389160
	Iteration 18Q: 3 clusters Score -4439664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4439680.500000 Penalty: 5179.389160
	Iteration 19Q: 3 clusters Score -4439680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4439688.500000 Penalty: 5179.389160
	Iteration 20F: 3 clusters Score -4439688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4439691.500000 Penalty: 5179.389160
	Iteration 21Q: 3 clusters Score -4439692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4439705.000000 Penalty: 5179.389160
	Iteration 22Q: 3 clusters Score -4439705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4439716.500000 Penalty: 5179.389160
	Iteration 23Q: 3 clusters Score -4439716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4439721.500000 Penalty: 5179.389160
	Iteration 24Q: 3 clusters Score -4439722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4439723.000000 Penalty: 5179.389160
	Iteration 25Q: 3 clusters Score -4439723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4439723.500000 Penalty: 5179.389160
	Iteration 26Q: 3 clusters Score -4439724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4439732.000000 Penalty: 5179.389160
	Iteration 27Q: 3 clusters Score -4439732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4439729.500000 Penalty: 5179.389160
	Iteration 28Q: 3 clusters Score -4439730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4439732.500000 Penalty: 5179.389160
	Iteration 29Q: 3 clusters Score -4439732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4439732.500000 Penalty: 5179.389160
	Iteration 30Q: 3 clusters Score -4439732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4439732.500000 Penalty: 5179.389160
	Iteration 31F: 3 clusters Score -4439732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102668.203125 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102668.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103392.312500 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103392.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103632.507812 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103632.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103742.312500 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103742.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103828.484375 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -103828.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103880.695312 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103880.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103924.109375 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -103924.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -103975.406250 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -103975.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104034.812500 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -104034.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104152.492188 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -104152.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104266.437500 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -104266.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104383.703125 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -104383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104433.578125 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -104433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104452.968750 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -104453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104459.882812 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -104459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104461.335938 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -104461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104461.335938 Penalty: 3404.964355
	Iteration 16F: 3 clusters Score -104461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 163852 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34280 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 79445 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43404 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184000 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 337 members 
Mstep: Class 18 contains 50825 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 22 contains 137443 members 
Mstep: Class 23 contains 15007 members 
Entering Unmasked Estep 
Score: -98287784.000000 Penalty: 63939.507812
Splitting cluster 6 changes total score from -98289544.000000 to -98287784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (79445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Entering Unmasked Estep 
Score: -9943586.000000 Penalty: 2798.139648
	Iteration 0F: 2 clusters Score -9943586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -9890263.000000 Penalty: 5596.279297
	Iteration 0F: 3 clusters Score -9890263 nChanged 37443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9911318.000000 Penalty: 5596.279297
	Iteration 1F: 3 clusters Score -9911318 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -9911822.000000 Penalty: 5596.279297
	Iteration 2Q: 3 clusters Score -9911822 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9912357.000000 Penalty: 5596.279297
	Iteration 3Q: 3 clusters Score -9912357 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -9912946.000000 Penalty: 5596.279297
	Iteration 4Q: 3 clusters Score -9912946 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -9913600.000000 Penalty: 5596.279297
	Iteration 5Q: 3 clusters Score -9913600 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -9914505.000000 Penalty: 5596.279297
	Iteration 6Q: 3 clusters Score -9914505 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -9916123.000000 Penalty: 5596.279297
	Iteration 7Q: 3 clusters Score -9916123 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -9918888.000000 Penalty: 5596.279297
	Iteration 8F: 3 clusters Score -9918888 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -9923508.000000 Penalty: 5596.279297
	Iteration 9F: 3 clusters Score -9923508 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -9929292.000000 Penalty: 5596.279297
	Iteration 10F: 3 clusters Score -9929292 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -9935036.000000 Penalty: 5596.279297
	Iteration 11F: 3 clusters Score -9935036 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -9938636.000000 Penalty: 5596.279297
	Iteration 12Q: 3 clusters Score -9938636 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9940127.000000 Penalty: 5596.279297
	Iteration 13Q: 3 clusters Score -9940127 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9940642.000000 Penalty: 5596.279297
	Iteration 14Q: 3 clusters Score -9940642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9940893.000000 Penalty: 5596.279297
	Iteration 15Q: 3 clusters Score -9940893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9940986.000000 Penalty: 5596.279297
	Iteration 16Q: 3 clusters Score -9940986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9941051.000000 Penalty: 5596.279297
	Iteration 17Q: 3 clusters Score -9941051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9941071.000000 Penalty: 5596.279297
	Iteration 18Q: 3 clusters Score -9941071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9941107.000000 Penalty: 5596.279297
	Iteration 19Q: 3 clusters Score -9941107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9941127.000000 Penalty: 5596.279297
	Iteration 20F: 3 clusters Score -9941127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9941133.000000 Penalty: 5596.279297
	Iteration 21Q: 3 clusters Score -9941133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9941135.000000 Penalty: 5596.279297
	Iteration 22Q: 3 clusters Score -9941135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9941138.000000 Penalty: 5596.279297
	Iteration 23Q: 3 clusters Score -9941138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9941138.000000 Penalty: 5596.279297
	Iteration 24F: 3 clusters Score -9941138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -423029.625000 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -423029.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -419568.875000 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -419568.9 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -420301.656250 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -420301.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -420460.250000 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -420460.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -420545.375000 Penalty: 4031.046387
	Iteration 3Q: 3 clusters Score -420545.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -420617.000000 Penalty: 4031.046387
	Iteration 4Q: 3 clusters Score -420617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -420660.781250 Penalty: 4031.046387
	Iteration 5Q: 3 clusters Score -420660.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -420685.437500 Penalty: 4031.046387
	Iteration 6Q: 3 clusters Score -420685.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -420701.687500 Penalty: 4031.046387
	Iteration 7Q: 3 clusters Score -420701.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420709.250000 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -420709.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -420713.843750 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -420713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -420720.250000 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -420720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420725.906250 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -420725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -420730.218750 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -420730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -420734.281250 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -420734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -420735.531250 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -420735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -420736.781250 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -420736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -420737.687500 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -420737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -420737.468750 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -420737.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -420737.468750 Penalty: 4031.046387
	Iteration 18F: 3 clusters Score -420737.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Entering Unmasked Estep 
Score: -931881.625000 Penalty: 2215.581299
	Iteration 0F: 2 clusters Score -931881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -925710.687500 Penalty: 4431.162598
	Iteration 0F: 3 clusters Score -925710.7 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -927494.750000 Penalty: 4431.162598
	Iteration 1F: 3 clusters Score -927494.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -927919.812500 Penalty: 4431.162598
	Iteration 2F: 3 clusters Score -927919.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -928339.750000 Penalty: 4431.162598
	Iteration 3F: 3 clusters Score -928339.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -928763.812500 Penalty: 4431.162598
	Iteration 4F: 3 clusters Score -928763.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -929147.437500 Penalty: 4431.162598
	Iteration 5F: 3 clusters Score -929147.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -929483.187500 Penalty: 4431.162598
	Iteration 6F: 3 clusters Score -929483.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -929770.312500 Penalty: 4431.162598
	Iteration 7F: 3 clusters Score -929770.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -929966.500000 Penalty: 4431.162598
	Iteration 8Q: 3 clusters Score -929966.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -930101.187500 Penalty: 4431.162598
	Iteration 9Q: 3 clusters Score -930101.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -930205.937500 Penalty: 4431.162598
	Iteration 10Q: 3 clusters Score -930205.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -930271.062500 Penalty: 4431.162598
	Iteration 11Q: 3 clusters Score -930271.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -930319.187500 Penalty: 4431.162598
	Iteration 12Q: 3 clusters Score -930319.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -930354.437500 Penalty: 4431.162598
	Iteration 13Q: 3 clusters Score -930354.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -930395.625000 Penalty: 4431.162598
	Iteration 14Q: 3 clusters Score -930395.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -930450.437500 Penalty: 4431.162598
	Iteration 15Q: 3 clusters Score -930450.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -930483.187500 Penalty: 4431.162598
	Iteration 16Q: 3 clusters Score -930483.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -930518.812500 Penalty: 4431.162598
	Iteration 17Q: 3 clusters Score -930518.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -930551.562500 Penalty: 4431.162598
	Iteration 18Q: 3 clusters Score -930551.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -930580.750000 Penalty: 4431.162598
	Iteration 19Q: 3 clusters Score -930580.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -930598.625000 Penalty: 4431.162598
	Iteration 20F: 3 clusters Score -930598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -930613.000000 Penalty: 4431.162598
	Iteration 21Q: 3 clusters Score -930613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -930625.125000 Penalty: 4431.162598
	Iteration 22Q: 3 clusters Score -930625.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -930640.437500 Penalty: 4431.162598
	Iteration 23Q: 3 clusters Score -930640.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -930648.000000 Penalty: 4431.162598
	Iteration 24Q: 3 clusters Score -930648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -930653.687500 Penalty: 4431.162598
	Iteration 25Q: 3 clusters Score -930653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -930657.812500 Penalty: 4431.162598
	Iteration 26Q: 3 clusters Score -930657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -930664.687500 Penalty: 4431.162598
	Iteration 27Q: 3 clusters Score -930664.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -930665.312500 Penalty: 4431.162598
	Iteration 28Q: 3 clusters Score -930665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -930670.375000 Penalty: 4431.162598
	Iteration 29Q: 3 clusters Score -930670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -930671.250000 Penalty: 4431.162598
	Iteration 30Q: 3 clusters Score -930671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -930671.250000 Penalty: 4431.162598
	Iteration 31F: 3 clusters Score -930671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -41563.550781 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -41563.55 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 203 members 
Entering Unmasked Estep 
Score: -40267.179688 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -40267.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40427.835938 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -40427.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40506.402344 Penalty: 2970.524658
	Iteration 2Q: 3 clusters Score -40506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40586.898438 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -40586.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40629.375000 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -40629.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40661.800781 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -40661.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40696.277344 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -40696.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40719.300781 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -40719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40728.906250 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -40728.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40737.511719 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -40737.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40741.851562 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -40741.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40753.753906 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -40753.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40770.671875 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -40770.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40775.015625 Penalty: 2970.524658
	Iteration 13Q: 3 clusters Score -40775.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40778.273438 Penalty: 2970.524658
	Iteration 14Q: 3 clusters Score -40778.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40782.160156 Penalty: 2970.524658
	Iteration 15Q: 3 clusters Score -40782.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40786.562500 Penalty: 2970.524658
	Iteration 16Q: 3 clusters Score -40786.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40806.957031 Penalty: 2970.524658
	Iteration 17Q: 3 clusters Score -40806.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40833.269531 Penalty: 2970.524658
	Iteration 18Q: 3 clusters Score -40833.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40857.382812 Penalty: 2970.524658
	Iteration 19Q: 3 clusters Score -40857.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40890.867188 Penalty: 2970.524658
	Iteration 20F: 3 clusters Score -40890.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40930.871094 Penalty: 2970.524658
	Iteration 21Q: 3 clusters Score -40930.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40949.578125 Penalty: 2970.524658
	Iteration 22Q: 3 clusters Score -40949.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40971.242188 Penalty: 2970.524658
	Iteration 23Q: 3 clusters Score -40971.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40981.949219 Penalty: 2970.524658
	Iteration 24Q: 3 clusters Score -40981.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40985.546875 Penalty: 2970.524658
	Iteration 25Q: 3 clusters Score -40985.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40985.546875 Penalty: 2970.524658
	Iteration 26F: 3 clusters Score -40985.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Entering Unmasked Estep 
Score: -5627949.000000 Penalty: 2648.219971
	Iteration 0F: 2 clusters Score -5627949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5598701.500000 Penalty: 5296.439941
	Iteration 0F: 3 clusters Score -5598702 nChanged 19934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5609555.000000 Penalty: 5296.439941
	Iteration 1F: 3 clusters Score -5609555 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5609998.500000 Penalty: 5296.439941
	Iteration 2Q: 3 clusters Score -5609998 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5610352.000000 Penalty: 5296.439941
	Iteration 3Q: 3 clusters Score -5610352 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -5610691.000000 Penalty: 5296.439941
	Iteration 4Q: 3 clusters Score -5610691 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5611093.000000 Penalty: 5296.439941
	Iteration 5Q: 3 clusters Score -5611093 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5611519.000000 Penalty: 5296.439941
	Iteration 6Q: 3 clusters Score -5611519 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5612064.000000 Penalty: 5296.439941
	Iteration 7Q: 3 clusters Score -5612064 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5612875.500000 Penalty: 5296.439941
	Iteration 8Q: 3 clusters Score -5612876 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5613958.500000 Penalty: 5296.439941
	Iteration 9Q: 3 clusters Score -5613958 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5615582.000000 Penalty: 5296.439941
	Iteration 10F: 3 clusters Score -5615582 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5617665.500000 Penalty: 5296.439941
	Iteration 11F: 3 clusters Score -5617666 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -5619588.500000 Penalty: 5296.439941
	Iteration 12F: 3 clusters Score -5619588 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5620650.000000 Penalty: 5296.439941
	Iteration 13Q: 3 clusters Score -5620650 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5621086.500000 Penalty: 5296.439941
	Iteration 14Q: 3 clusters Score -5621086 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -5621321.000000 Penalty: 5296.439941
	Iteration 15Q: 3 clusters Score -5621321 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -5621531.000000 Penalty: 5296.439941
	Iteration 16Q: 3 clusters Score -5621531 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -5621686.000000 Penalty: 5296.439941
	Iteration 17Q: 3 clusters Score -5621686 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5621802.500000 Penalty: 5296.439941
	Iteration 18Q: 3 clusters Score -5621802 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5621910.500000 Penalty: 5296.439941
	Iteration 19Q: 3 clusters Score -5621910 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5622004.000000 Penalty: 5296.439941
	Iteration 20F: 3 clusters Score -5622004 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5622116.000000 Penalty: 5296.439941
	Iteration 21Q: 3 clusters Score -5622116 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -5622229.000000 Penalty: 5296.439941
	Iteration 22Q: 3 clusters Score -5622229 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5622330.500000 Penalty: 5296.439941
	Iteration 23Q: 3 clusters Score -5622330 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -5622417.000000 Penalty: 5296.439941
	Iteration 24Q: 3 clusters Score -5622417 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5622517.000000 Penalty: 5296.439941
	Iteration 25Q: 3 clusters Score -5622517 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -5622588.000000 Penalty: 5296.439941
	Iteration 26Q: 3 clusters Score -5622588 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5622664.500000 Penalty: 5296.439941
	Iteration 27Q: 3 clusters Score -5622664 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -5622758.000000 Penalty: 5296.439941
	Iteration 28Q: 3 clusters Score -5622758 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32099 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32807 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5623251 nChanged 370
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5623458 nChanged 380
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Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5623574 nChanged 358
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Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36492 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5624135 nChanged 269
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Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37340 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5624220 nChanged 236
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Mstep: Class 1 contains 37576 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38046 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38273 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38923 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39339 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5625068 nChanged 149
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 1967 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5625420 nChanged 62
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Mstep: Class 1 contains 41650 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5625434 nChanged 61
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5625468 nChanged 61
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5625502 nChanged 44
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Mstep: Class 1 contains 41960 members 
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	Iteration 79Q: 3 clusters Score -5625521 nChanged 40
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Mstep: Class 1 contains 42036 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5625544 nChanged 33
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Mstep: Class 1 contains 42067 members 
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	Iteration 81Q: 3 clusters Score -5625558 nChanged 29
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	Iteration 84Q: 3 clusters Score -5625576 nChanged 26
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42206 members 
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	Iteration 87Q: 3 clusters Score -5625598 nChanged 20
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Mstep: Class 1 contains 42226 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5625620 nChanged 20
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5625622 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42284 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5625636 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42300 members 
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	Iteration 92Q: 3 clusters Score -5625650 nChanged 8
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Mstep: Class 1 contains 42306 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5625649 nChanged 4
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Mstep: Class 1 contains 42310 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5625648 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42314 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5625646 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42317 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5625640 nChanged 1
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	Iteration 97Q: 3 clusters Score -5625642 nChanged 1
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Mstep: Class 1 contains 42319 members 
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	Iteration 98Q: 3 clusters Score -5625646 nChanged 3
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Mstep: Class 1 contains 42322 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5625650 nChanged 3
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Mstep: Class 1 contains 42325 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5625644 nChanged 1
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Mstep: Class 1 contains 42326 members 
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	Iteration 101Q: 3 clusters Score -5625645 nChanged 3
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	Iteration 102Q: 3 clusters Score -5625650 nChanged 1
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	Iteration 103Q: 3 clusters Score -5625650 nChanged 1
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5625652 nChanged 3
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	Iteration 105Q: 3 clusters Score -5625657 nChanged 7
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	Iteration 106Q: 3 clusters Score -5625659 nChanged 5
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	Iteration 107Q: 3 clusters Score -5625662 nChanged 3
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	Iteration 108Q: 3 clusters Score -5625659 nChanged 6
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5625676 nChanged 11
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5625680 nChanged 6
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	Iteration 111Q: 3 clusters Score -5625680 nChanged 10
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	Iteration 112Q: 3 clusters Score -5625684 nChanged 11
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	Iteration 113Q: 3 clusters Score -5625695 nChanged 9
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	Iteration 114Q: 3 clusters Score -5625694 nChanged 6
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	Iteration 115Q: 3 clusters Score -5625692 nChanged 6
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	Iteration 116Q: 3 clusters Score -5625694 nChanged 5
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	Iteration 117Q: 3 clusters Score -5625700 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5625696 nChanged 6
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	Iteration 119Q: 3 clusters Score -5625700 nChanged 4
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	Iteration 120F: 3 clusters Score -5625704 nChanged 3
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5625706 nChanged 3
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Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5625704.500000 Penalty: 5296.439941
	Iteration 122Q: 3 clusters Score -5625704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5625701.500000 Penalty: 5296.439941
	Iteration 123Q: 3 clusters Score -5625702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5625702.000000 Penalty: 5296.439941
	Iteration 124Q: 3 clusters Score -5625702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5625703.500000 Penalty: 5296.439941
	Iteration 125Q: 3 clusters Score -5625704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5625705.000000 Penalty: 5296.439941
	Iteration 126Q: 3 clusters Score -5625705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5625711.000000 Penalty: 5296.439941
	Iteration 127Q: 3 clusters Score -5625711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5625718.000000 Penalty: 5296.439941
	Iteration 128Q: 3 clusters Score -5625718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5625717.500000 Penalty: 5296.439941
	Iteration 129Q: 3 clusters Score -5625718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5625716.500000 Penalty: 5296.439941
	Iteration 130Q: 3 clusters Score -5625716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5625716.500000 Penalty: 5296.439941
	Iteration 131F: 3 clusters Score -5625716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66561.320312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66561.32 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66827.726562 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66827.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66952.210938 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -66952.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67033.078125 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67033.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67123.835938 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67123.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67216.765625 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67216.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67298.156250 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67298.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67348.007812 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67348.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67386.406250 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67386.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67431.898438 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -67431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67451.515625 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -67451.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67480.007812 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -67480.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67502.835938 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -67502.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67535.656250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -67535.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67558.953125 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -67558.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67583.304688 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -67583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67614.273438 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -67614.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67676.046875 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -67676.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67722.812500 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -67722.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67751.179688 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -67751.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67781.875000 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -67781.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67798.937500 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -67798.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67810.781250 Penalty: 3191.535156
	Iteration 22Q: 3 clusters Score -67810.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67827.773438 Penalty: 3191.535156
	Iteration 23Q: 3 clusters Score -67827.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67843.851562 Penalty: 3191.535156
	Iteration 24Q: 3 clusters Score -67843.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67870.226562 Penalty: 3191.535156
	Iteration 25Q: 3 clusters Score -67870.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67908.781250 Penalty: 3191.535156
	Iteration 26Q: 3 clusters Score -67908.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67956.546875 Penalty: 3191.535156
	Iteration 27Q: 3 clusters Score -67956.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68022.203125 Penalty: 3191.535156
	Iteration 28Q: 3 clusters Score -68022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68105.320312 Penalty: 3191.535156
	Iteration 29Q: 3 clusters Score -68105.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68135.914062 Penalty: 3191.535156
	Iteration 30Q: 3 clusters Score -68135.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68143.531250 Penalty: 3191.535156
	Iteration 31Q: 3 clusters Score -68143.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68145.773438 Penalty: 3191.535156
	Iteration 32Q: 3 clusters Score -68145.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68156.039062 Penalty: 3191.535156
	Iteration 33Q: 3 clusters Score -68156.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68158.007812 Penalty: 3191.535156
	Iteration 34Q: 3 clusters Score -68158.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68159.976562 Penalty: 3191.535156
	Iteration 35Q: 3 clusters Score -68159.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68159.976562 Penalty: 3191.535156
	Iteration 36F: 3 clusters Score -68159.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (184000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184000 members 
Entering Unmasked Estep 
Score: -23562444.000000 Penalty: 3006.427490
	Iteration 0F: 2 clusters Score -2.356244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -23441628.000000 Penalty: 6012.854980
	Iteration 0F: 3 clusters Score -2.344163e+07 nChanged 88303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -23493410.000000 Penalty: 6012.854980
	Iteration 1F: 3 clusters Score -2.349341e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -23494368.000000 Penalty: 6012.854980
	Iteration 2Q: 3 clusters Score -2.349437e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -23495856.000000 Penalty: 6012.854980
	Iteration 3Q: 3 clusters Score -2.349586e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
Score: -23498554.000000 Penalty: 6012.854980
	Iteration 4Q: 3 clusters Score -2.349855e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -23503226.000000 Penalty: 6012.854980
	Iteration 5Q: 3 clusters Score -2.350323e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 126778 members 
Entering Unmasked Estep 
Score: -23511180.000000 Penalty: 6012.854980
	Iteration 6F: 3 clusters Score -2.351118e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -23523106.000000 Penalty: 6012.854980
	Iteration 7F: 3 clusters Score -2.352311e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -23536080.000000 Penalty: 6012.854980
	Iteration 8F: 3 clusters Score -2.353608e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -23546374.000000 Penalty: 6012.854980
	Iteration 9F: 3 clusters Score -2.354637e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -23552894.000000 Penalty: 6012.854980
	Iteration 10Q: 3 clusters Score -2.355289e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -23556470.000000 Penalty: 6012.854980
	Iteration 11Q: 3 clusters Score -2.355647e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -23558190.000000 Penalty: 6012.854980
	Iteration 12Q: 3 clusters Score -2.355819e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 182189 members 
Entering Unmasked Estep 
Score: -23558886.000000 Penalty: 6012.854980
	Iteration 13Q: 3 clusters Score -2.355889e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 182746 members 
Entering Unmasked Estep 
Score: -23559274.000000 Penalty: 6012.854980
	Iteration 14Q: 3 clusters Score -2.355927e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 183020 members 
Entering Unmasked Estep 
Score: -23559464.000000 Penalty: 6012.854980
	Iteration 15Q: 3 clusters Score -2.355946e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 183172 members 
Entering Unmasked Estep 
Score: -23559610.000000 Penalty: 6012.854980
	Iteration 16Q: 3 clusters Score -2.355961e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 183278 members 
Entering Unmasked Estep 
Score: -23559682.000000 Penalty: 6012.854980
	Iteration 17Q: 3 clusters Score -2.355968e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 183339 members 
Entering Unmasked Estep 
Score: -23559726.000000 Penalty: 6012.854980
	Iteration 18Q: 3 clusters Score -2.355973e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -23559750.000000 Penalty: 6012.854980
	Iteration 19Q: 3 clusters Score -2.355975e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 183406 members 
Entering Unmasked Estep 
Score: -23559778.000000 Penalty: 6012.854980
	Iteration 20F: 3 clusters Score -2.355978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 183422 members 
Entering Unmasked Estep 
Score: -23559780.000000 Penalty: 6012.854980
	Iteration 21Q: 3 clusters Score -2.355978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 183439 members 
Entering Unmasked Estep 
Score: -23559786.000000 Penalty: 6012.854980
	Iteration 22Q: 3 clusters Score -2.355979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -23559814.000000 Penalty: 6012.854980
	Iteration 23Q: 3 clusters Score -2.355981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 183466 members 
Entering Unmasked Estep 
Score: -23559794.000000 Penalty: 6012.854980
	Iteration 24Q: 3 clusters Score -2.355979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 183470 members 
Entering Unmasked Estep 
Score: -23559810.000000 Penalty: 6012.854980
	Iteration 25Q: 3 clusters Score -2.355981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 183476 members 
Entering Unmasked Estep 
Score: -23559828.000000 Penalty: 6012.854980
	Iteration 26Q: 3 clusters Score -2.355983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 183485 members 
Entering Unmasked Estep 
Score: -23559810.000000 Penalty: 6012.854980
	Iteration 27Q: 3 clusters Score -2.355981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 183489 members 
Entering Unmasked Estep 
Score: -23559826.000000 Penalty: 6012.854980
	Iteration 28Q: 3 clusters Score -2.355983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 183496 members 
Entering Unmasked Estep 
Score: -23559844.000000 Penalty: 6012.854980
	Iteration 29Q: 3 clusters Score -2.355984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -23559848.000000 Penalty: 6012.854980
	Iteration 30Q: 3 clusters Score -2.355985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 183499 members 
Entering Unmasked Estep 
Score: -23559840.000000 Penalty: 6012.854980
	Iteration 31Q: 3 clusters Score -2.355984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -23559870.000000 Penalty: 6012.854980
	Iteration 32Q: 3 clusters Score -2.355987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 183509 members 
Entering Unmasked Estep 
Score: -23559854.000000 Penalty: 6012.854980
	Iteration 33Q: 3 clusters Score -2.355985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 183513 members 
Entering Unmasked Estep 
Score: -23559856.000000 Penalty: 6012.854980
	Iteration 34Q: 3 clusters Score -2.355986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 183514 members 
Entering Unmasked Estep 
Score: -23559862.000000 Penalty: 6012.854980
	Iteration 35Q: 3 clusters Score -2.355986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 183515 members 
Entering Unmasked Estep 
Score: -23559876.000000 Penalty: 6012.854980
	Iteration 36Q: 3 clusters Score -2.355988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 183518 members 
Entering Unmasked Estep 
Score: -23559872.000000 Penalty: 6012.854980
	Iteration 37Q: 3 clusters Score -2.355987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -23559874.000000 Penalty: 6012.854980
	Iteration 38Q: 3 clusters Score -2.355987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -23559898.000000 Penalty: 6012.854980
	Iteration 39Q: 3 clusters Score -2.35599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 183534 members 
Entering Unmasked Estep 
Score: -23559898.000000 Penalty: 6012.854980
	Iteration 40F: 3 clusters Score -2.35599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 183534 members 
Entering Unmasked Estep 
Score: -23559898.000000 Penalty: 6012.854980
	Iteration 41Q: 3 clusters Score -2.35599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 183535 members 
Entering Unmasked Estep 
Score: -23559906.000000 Penalty: 6012.854980
	Iteration 42Q: 3 clusters Score -2.355991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -23559904.000000 Penalty: 6012.854980
	Iteration 43Q: 3 clusters Score -2.35599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183541 members 
Entering Unmasked Estep 
Score: -23559900.000000 Penalty: 6012.854980
	Iteration 44Q: 3 clusters Score -2.35599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 183546 members 
Entering Unmasked Estep 
Score: -23559912.000000 Penalty: 6012.854980
	Iteration 45Q: 3 clusters Score -2.355991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 183553 members 
Entering Unmasked Estep 
Score: -23559914.000000 Penalty: 6012.854980
	Iteration 46Q: 3 clusters Score -2.355991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -23559914.000000 Penalty: 6012.854980
	Iteration 47Q: 3 clusters Score -2.355991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 183563 members 
Entering Unmasked Estep 
Score: -23559934.000000 Penalty: 6012.854980
	Iteration 48Q: 3 clusters Score -2.355993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 183564 members 
Entering Unmasked Estep 
Score: -23559934.000000 Penalty: 6012.854980
	Iteration 49Q: 3 clusters Score -2.355993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 183563 members 
Entering Unmasked Estep 
Score: -23559940.000000 Penalty: 6012.854980
	Iteration 50Q: 3 clusters Score -2.355994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 183563 members 
Entering Unmasked Estep 
Score: -23559940.000000 Penalty: 6012.854980
	Iteration 51F: 3 clusters Score -2.355994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75141.953125 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75141.95 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75520.156250 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75520.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75735.117188 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75735.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75850.296875 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -75850.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75935.382812 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -75935.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76028.968750 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -76028.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76109.593750 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76109.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76265.718750 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76265.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76526.351562 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76526.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76730.906250 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -76730.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76857.210938 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -76857.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76871.257812 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76871.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76879.312500 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76879.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76887.703125 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76889.132812 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -76889.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76891.765625 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -76891.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76891.765625 Penalty: 3250.750977
	Iteration 16F: 3 clusters Score -76891.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 163852 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34280 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79445 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43404 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184000 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 431 members 
Mstep: Class 18 contains 50825 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 22 contains 137443 members 
Mstep: Class 23 contains 15007 members 
Entering Unmasked Estep 
Score: -98287776.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98289544.000000 to -98287776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (50825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Entering Unmasked Estep 
Score: -6558231.000000 Penalty: 2687.363525
	Iteration 0F: 2 clusters Score -6558231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -6524005.500000 Penalty: 5374.727051
	Iteration 0F: 3 clusters Score -6524006 nChanged 23427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -6537167.000000 Penalty: 5374.727051
	Iteration 1F: 3 clusters Score -6537167 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -6537999.000000 Penalty: 5374.727051
	Iteration 2Q: 3 clusters Score -6537999 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -6539127.500000 Penalty: 5374.727051
	Iteration 3Q: 3 clusters Score -6539128 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -6540909.000000 Penalty: 5374.727051
	Iteration 4F: 3 clusters Score -6540909 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -6543498.000000 Penalty: 5374.727051
	Iteration 5F: 3 clusters Score -6543498 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -6547182.500000 Penalty: 5374.727051
	Iteration 6F: 3 clusters Score -6547182 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6551093.500000 Penalty: 5374.727051
	Iteration 7F: 3 clusters Score -6551094 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6553789.500000 Penalty: 5374.727051
	Iteration 8F: 3 clusters Score -6553790 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6555039.000000 Penalty: 5374.727051
	Iteration 9Q: 3 clusters Score -6555039 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6555492.000000 Penalty: 5374.727051
	Iteration 10Q: 3 clusters Score -6555492 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6555685.500000 Penalty: 5374.727051
	Iteration 11Q: 3 clusters Score -6555686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6555780.000000 Penalty: 5374.727051
	Iteration 12Q: 3 clusters Score -6555780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6555832.000000 Penalty: 5374.727051
	Iteration 13Q: 3 clusters Score -6555832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6555870.000000 Penalty: 5374.727051
	Iteration 14Q: 3 clusters Score -6555870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -6555917.500000 Penalty: 5374.727051
	Iteration 15Q: 3 clusters Score -6555918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6555954.500000 Penalty: 5374.727051
	Iteration 16Q: 3 clusters Score -6555954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6555971.500000 Penalty: 5374.727051
	Iteration 17Q: 3 clusters Score -6555972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6555990.500000 Penalty: 5374.727051
	Iteration 18Q: 3 clusters Score -6555990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -6555991.000000 Penalty: 5374.727051
	Iteration 19Q: 3 clusters Score -6555991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -6555991.500000 Penalty: 5374.727051
	Iteration 20F: 3 clusters Score -6555992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -1439158.125000 Penalty: 2326.887695
	Iteration 0F: 2 clusters Score -1439158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1430182.375000 Penalty: 4653.775391
	Iteration 0F: 3 clusters Score -1430182 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1432891.125000 Penalty: 4653.775391
	Iteration 1F: 3 clusters Score -1432891 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1433272.000000 Penalty: 4653.775391
	Iteration 2F: 3 clusters Score -1433272 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1433583.625000 Penalty: 4653.775391
	Iteration 3F: 3 clusters Score -1433584 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1433876.750000 Penalty: 4653.775391
	Iteration 4Q: 3 clusters Score -1433877 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1434213.500000 Penalty: 4653.775391
	Iteration 5Q: 3 clusters Score -1434214 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1434605.750000 Penalty: 4653.775391
	Iteration 6F: 3 clusters Score -1434606 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1435051.625000 Penalty: 4653.775391
	Iteration 7F: 3 clusters Score -1435052 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1435534.625000 Penalty: 4653.775391
	Iteration 8F: 3 clusters Score -1435535 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1436033.875000 Penalty: 4653.775391
	Iteration 9Q: 3 clusters Score -1436034 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1436421.500000 Penalty: 4653.775391
	Iteration 10Q: 3 clusters Score -1436422 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1436709.500000 Penalty: 4653.775391
	Iteration 11Q: 3 clusters Score -1436710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1436895.750000 Penalty: 4653.775391
	Iteration 12Q: 3 clusters Score -1436896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1437020.125000 Penalty: 4653.775391
	Iteration 13Q: 3 clusters Score -1437020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1437127.000000 Penalty: 4653.775391
	Iteration 14Q: 3 clusters Score -1437127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1437173.875000 Penalty: 4653.775391
	Iteration 15Q: 3 clusters Score -1437174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1437199.500000 Penalty: 4653.775391
	Iteration 16Q: 3 clusters Score -1437200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1437209.250000 Penalty: 4653.775391
	Iteration 17Q: 3 clusters Score -1437209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1437216.375000 Penalty: 4653.775391
	Iteration 18Q: 3 clusters Score -1437216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1437223.625000 Penalty: 4653.775391
	Iteration 19Q: 3 clusters Score -1437224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1437227.875000 Penalty: 4653.775391
	Iteration 20F: 3 clusters Score -1437228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1437238.125000 Penalty: 4653.775391
	Iteration 21Q: 3 clusters Score -1437238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1437242.875000 Penalty: 4653.775391
	Iteration 22Q: 3 clusters Score -1437243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1437247.625000 Penalty: 4653.775391
	Iteration 23Q: 3 clusters Score -1437248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1437252.375000 Penalty: 4653.775391
	Iteration 24Q: 3 clusters Score -1437252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1437254.375000 Penalty: 4653.775391
	Iteration 25Q: 3 clusters Score -1437254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1437254.375000 Penalty: 4653.775391
	Iteration 26F: 3 clusters Score -1437254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137443 members 
Entering Unmasked Estep 
Score: -17584780.000000 Penalty: 2934.079346
	Iteration 0F: 2 clusters Score -1.758478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -17493088.000000 Penalty: 5868.158691
	Iteration 0F: 3 clusters Score -1.749309e+07 nChanged 65571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -17530592.000000 Penalty: 5868.158691
	Iteration 1F: 3 clusters Score -1.753059e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 71956 members 
Entering Unmasked Estep 
Score: -17531400.000000 Penalty: 5868.158691
	Iteration 2Q: 3 clusters Score -1.75314e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -17532524.000000 Penalty: 5868.158691
	Iteration 3Q: 3 clusters Score -1.753252e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -17534372.000000 Penalty: 5868.158691
	Iteration 4Q: 3 clusters Score -1.753437e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -17537412.000000 Penalty: 5868.158691
	Iteration 5Q: 3 clusters Score -1.753741e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -17542582.000000 Penalty: 5868.158691
	Iteration 6F: 3 clusters Score -1.754258e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -17550942.000000 Penalty: 5868.158691
	Iteration 7F: 3 clusters Score -1.755094e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -17561492.000000 Penalty: 5868.158691
	Iteration 8F: 3 clusters Score -1.756149e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
Score: -17570818.000000 Penalty: 5868.158691
	Iteration 9F: 3 clusters Score -1.757082e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -17576006.000000 Penalty: 5868.158691
	Iteration 10Q: 3 clusters Score -1.757601e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -17578228.000000 Penalty: 5868.158691
	Iteration 11Q: 3 clusters Score -1.757823e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -17579278.000000 Penalty: 5868.158691
	Iteration 12Q: 3 clusters Score -1.757928e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -17579832.000000 Penalty: 5868.158691
	Iteration 13Q: 3 clusters Score -1.757983e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 127527 members 
Entering Unmasked Estep 
Score: -17580302.000000 Penalty: 5868.158691
	Iteration 14Q: 3 clusters Score -1.75803e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -17580726.000000 Penalty: 5868.158691
	Iteration 15Q: 3 clusters Score -1.758073e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -17581088.000000 Penalty: 5868.158691
	Iteration 16Q: 3 clusters Score -1.758109e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 130138 members 
Entering Unmasked Estep 
Score: -17581418.000000 Penalty: 5868.158691
	Iteration 17Q: 3 clusters Score -1.758142e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 130818 members 
Entering Unmasked Estep 
Score: -17581606.000000 Penalty: 5868.158691
	Iteration 18Q: 3 clusters Score -1.758161e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -17581840.000000 Penalty: 5868.158691
	Iteration 19Q: 3 clusters Score -1.758184e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 131852 members 
Entering Unmasked Estep 
Score: -17582022.000000 Penalty: 5868.158691
	Iteration 20F: 3 clusters Score -1.758202e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 132244 members 
Entering Unmasked Estep 
Score: -17582194.000000 Penalty: 5868.158691
	Iteration 21Q: 3 clusters Score -1.758219e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 132561 members 
Entering Unmasked Estep 
Score: -17582330.000000 Penalty: 5868.158691
	Iteration 22Q: 3 clusters Score -1.758233e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -17582410.000000 Penalty: 5868.158691
	Iteration 23Q: 3 clusters Score -1.758241e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 133059 members 
Entering Unmasked Estep 
Score: -17582488.000000 Penalty: 5868.158691
	Iteration 24Q: 3 clusters Score -1.758249e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 133281 members 
Entering Unmasked Estep 
Score: -17582538.000000 Penalty: 5868.158691
	Iteration 25Q: 3 clusters Score -1.758254e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -17582598.000000 Penalty: 5868.158691
	Iteration 26Q: 3 clusters Score -1.75826e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 133642 members 
Entering Unmasked Estep 
Score: -17582622.000000 Penalty: 5868.158691
	Iteration 27Q: 3 clusters Score -1.758262e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -17582712.000000 Penalty: 5868.158691
	Iteration 28Q: 3 clusters Score -1.758271e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 133940 members 
Entering Unmasked Estep 
Score: -17582764.000000 Penalty: 5868.158691
	Iteration 29Q: 3 clusters Score -1.758276e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 134067 members 
Entering Unmasked Estep 
Score: -17582808.000000 Penalty: 5868.158691
	Iteration 30Q: 3 clusters Score -1.758281e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
Score: -17582868.000000 Penalty: 5868.158691
	Iteration 31Q: 3 clusters Score -1.758287e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 134259 members 
Entering Unmasked Estep 
Score: -17582898.000000 Penalty: 5868.158691
	Iteration 32Q: 3 clusters Score -1.75829e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 134320 members 
Entering Unmasked Estep 
Score: -17582918.000000 Penalty: 5868.158691
	Iteration 33Q: 3 clusters Score -1.758292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -17582918.000000 Penalty: 5868.158691
	Iteration 34Q: 3 clusters Score -1.758292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 134441 members 
Entering Unmasked Estep 
Score: -17582914.000000 Penalty: 5868.158691
	Iteration 35Q: 3 clusters Score -1.758291e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -17582902.000000 Penalty: 5868.158691
	Iteration 36Q: 3 clusters Score -1.75829e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 134542 members 
Entering Unmasked Estep 
Score: -17582924.000000 Penalty: 5868.158691
	Iteration 37Q: 3 clusters Score -1.758292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -17582920.000000 Penalty: 5868.158691
	Iteration 38Q: 3 clusters Score -1.758292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 134610 members 
Entering Unmasked Estep 
Score: -17582914.000000 Penalty: 5868.158691
	Iteration 39Q: 3 clusters Score -1.758291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 134630 members 
Entering Unmasked Estep 
Score: -17582926.000000 Penalty: 5868.158691
	Iteration 40F: 3 clusters Score -1.758293e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 134644 members 
Entering Unmasked Estep 
Score: -17582922.000000 Penalty: 5868.158691
	Iteration 41Q: 3 clusters Score -1.758292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -17582934.000000 Penalty: 5868.158691
	Iteration 42Q: 3 clusters Score -1.758293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 134669 members 
Entering Unmasked Estep 
Score: -17582946.000000 Penalty: 5868.158691
	Iteration 43Q: 3 clusters Score -1.758295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 134677 members 
Entering Unmasked Estep 
Score: -17582950.000000 Penalty: 5868.158691
	Iteration 44Q: 3 clusters Score -1.758295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -17582964.000000 Penalty: 5868.158691
	Iteration 45Q: 3 clusters Score -1.758296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 134708 members 
Entering Unmasked Estep 
Score: -17582944.000000 Penalty: 5868.158691
	Iteration 46Q: 3 clusters Score -1.758294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 134724 members 
Entering Unmasked Estep 
Score: -17582964.000000 Penalty: 5868.158691
	Iteration 47Q: 3 clusters Score -1.758296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -17582958.000000 Penalty: 5868.158691
	Iteration 48Q: 3 clusters Score -1.758296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -17582960.000000 Penalty: 5868.158691
	Iteration 49Q: 3 clusters Score -1.758296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 134764 members 
Entering Unmasked Estep 
Score: -17582956.000000 Penalty: 5868.158691
	Iteration 50Q: 3 clusters Score -1.758296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 134775 members 
Entering Unmasked Estep 
Score: -17582946.000000 Penalty: 5868.158691
	Iteration 51Q: 3 clusters Score -1.758295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 134786 members 
Entering Unmasked Estep 
Score: -17582954.000000 Penalty: 5868.158691
	Iteration 52Q: 3 clusters Score -1.758295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 134795 members 
Entering Unmasked Estep 
Score: -17582944.000000 Penalty: 5868.158691
	Iteration 53Q: 3 clusters Score -1.758294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 134801 members 
Entering Unmasked Estep 
Score: -17582946.000000 Penalty: 5868.158691
	Iteration 54Q: 3 clusters Score -1.758295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 134809 members 
Entering Unmasked Estep 
Score: -17582950.000000 Penalty: 5868.158691
	Iteration 55Q: 3 clusters Score -1.758295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -17582964.000000 Penalty: 5868.158691
	Iteration 56Q: 3 clusters Score -1.758296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -17582972.000000 Penalty: 5868.158691
	Iteration 57Q: 3 clusters Score -1.758297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 134832 members 
Entering Unmasked Estep 
Score: -17582972.000000 Penalty: 5868.158691
	Iteration 58Q: 3 clusters Score -1.758297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 134839 members 
Entering Unmasked Estep 
Score: -17582962.000000 Penalty: 5868.158691
	Iteration 59Q: 3 clusters Score -1.758296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -17582958.000000 Penalty: 5868.158691
	Iteration 60F: 3 clusters Score -1.758296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -17582970.000000 Penalty: 5868.158691
	Iteration 61Q: 3 clusters Score -1.758297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -17582962.000000 Penalty: 5868.158691
	Iteration 62Q: 3 clusters Score -1.758296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 134871 members 
Entering Unmasked Estep 
Score: -17582930.000000 Penalty: 5868.158691
	Iteration 63Q: 3 clusters Score -1.758293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 134882 members 
Entering Unmasked Estep 
Score: -17582954.000000 Penalty: 5868.158691
	Iteration 64Q: 3 clusters Score -1.758295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -17582968.000000 Penalty: 5868.158691
	Iteration 65Q: 3 clusters Score -1.758297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 134908 members 
Entering Unmasked Estep 
Score: -17582958.000000 Penalty: 5868.158691
	Iteration 66Q: 3 clusters Score -1.758296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 134919 members 
Entering Unmasked Estep 
Score: -17582960.000000 Penalty: 5868.158691
	Iteration 67Q: 3 clusters Score -1.758296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -17582960.000000 Penalty: 5868.158691
	Iteration 68Q: 3 clusters Score -1.758296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -17582950.000000 Penalty: 5868.158691
	Iteration 69Q: 3 clusters Score -1.758295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -17582950.000000 Penalty: 5868.158691
	Iteration 70Q: 3 clusters Score -1.758295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 134945 members 
Entering Unmasked Estep 
Score: -17582932.000000 Penalty: 5868.158691
	Iteration 71Q: 3 clusters Score -1.758293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -17582932.000000 Penalty: 5868.158691
	Iteration 72Q: 3 clusters Score -1.758293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -17582932.000000 Penalty: 5868.158691
	Iteration 73F: 3 clusters Score -1.758293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Entering Unmasked Estep 
Score: -1953350.625000 Penalty: 2384.835449
	Iteration 0F: 2 clusters Score -1953351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1942516.875000 Penalty: 4769.670898
	Iteration 0F: 3 clusters Score -1942517 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1946044.750000 Penalty: 4769.670898
	Iteration 1F: 3 clusters Score -1946045 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1946469.250000 Penalty: 4769.670898
	Iteration 2F: 3 clusters Score -1946469 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1946857.125000 Penalty: 4769.670898
	Iteration 3F: 3 clusters Score -1946857 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1947190.500000 Penalty: 4769.670898
	Iteration 4Q: 3 clusters Score -1947190 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1947549.500000 Penalty: 4769.670898
	Iteration 5Q: 3 clusters Score -1947550 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1947945.250000 Penalty: 4769.670898
	Iteration 6Q: 3 clusters Score -1947945 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1948404.375000 Penalty: 4769.670898
	Iteration 7Q: 3 clusters Score -1948404 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1948928.875000 Penalty: 4769.670898
	Iteration 8F: 3 clusters Score -1948929 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1949433.125000 Penalty: 4769.670898
	Iteration 9Q: 3 clusters Score -1949433 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1949847.125000 Penalty: 4769.670898
	Iteration 10Q: 3 clusters Score -1949847 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1950108.625000 Penalty: 4769.670898
	Iteration 11Q: 3 clusters Score -1950109 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1950254.125000 Penalty: 4769.670898
	Iteration 12Q: 3 clusters Score -1950254 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1950323.875000 Penalty: 4769.670898
	Iteration 13Q: 3 clusters Score -1950324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1950365.375000 Penalty: 4769.670898
	Iteration 14Q: 3 clusters Score -1950365 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1950400.125000 Penalty: 4769.670898
	Iteration 15Q: 3 clusters Score -1950400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1950420.500000 Penalty: 4769.670898
	Iteration 16Q: 3 clusters Score -1950420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1950427.625000 Penalty: 4769.670898
	Iteration 17Q: 3 clusters Score -1950428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1950433.000000 Penalty: 4769.670898
	Iteration 18Q: 3 clusters Score -1950433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1950441.625000 Penalty: 4769.670898
	Iteration 19Q: 3 clusters Score -1950442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1950445.250000 Penalty: 4769.670898
	Iteration 20F: 3 clusters Score -1950445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1950446.875000 Penalty: 4769.670898
	Iteration 21Q: 3 clusters Score -1950447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1950451.625000 Penalty: 4769.670898
	Iteration 22Q: 3 clusters Score -1950452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1950457.250000 Penalty: 4769.670898
	Iteration 23Q: 3 clusters Score -1950457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1950457.875000 Penalty: 4769.670898
	Iteration 24Q: 3 clusters Score -1950458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1950459.875000 Penalty: 4769.670898
	Iteration 25Q: 3 clusters Score -1950460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1950459.500000 Penalty: 4769.670898
	Iteration 26Q: 3 clusters Score -1950460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1950465.000000 Penalty: 4769.670898
	Iteration 27Q: 3 clusters Score -1950465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1950471.000000 Penalty: 4769.670898
	Iteration 28Q: 3 clusters Score -1950471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1950472.375000 Penalty: 4769.670898
	Iteration 29Q: 3 clusters Score -1950472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1950474.500000 Penalty: 4769.670898
	Iteration 30Q: 3 clusters Score -1950474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1950477.750000 Penalty: 4769.670898
	Iteration 31Q: 3 clusters Score -1950478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1950480.250000 Penalty: 4769.670898
	Iteration 32Q: 3 clusters Score -1950480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1950487.000000 Penalty: 4769.670898
	Iteration 33Q: 3 clusters Score -1950487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1950488.125000 Penalty: 4769.670898
	Iteration 34Q: 3 clusters Score -1950488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1950487.000000 Penalty: 4769.670898
	Iteration 35Q: 3 clusters Score -1950487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1950486.500000 Penalty: 4769.670898
	Iteration 36Q: 3 clusters Score -1950486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1950490.375000 Penalty: 4769.670898
	Iteration 37Q: 3 clusters Score -1950490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1950491.500000 Penalty: 4769.670898
	Iteration 38Q: 3 clusters Score -1950492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1950491.250000 Penalty: 4769.670898
	Iteration 39Q: 3 clusters Score -1950491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1950491.875000 Penalty: 4769.670898
	Iteration 40F: 3 clusters Score -1950492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1950493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1950493.750000 Penalty: 4769.670898
	Iteration 42Q: 3 clusters Score -1950494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1950489.500000 Penalty: 4769.670898
	Iteration 43Q: 3 clusters Score -1950490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1950491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1950492.000000 Penalty: 4769.670898
	Iteration 45Q: 3 clusters Score -1950492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1950488.250000 Penalty: 4769.670898
	Iteration 46Q: 3 clusters Score -1950488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1950491.750000 Penalty: 4769.670898
	Iteration 47Q: 3 clusters Score -1950492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1950492.250000 Penalty: 4769.670898
	Iteration 48Q: 3 clusters Score -1950492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1950493.875000 Penalty: 4769.670898
	Iteration 49Q: 3 clusters Score -1950494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1950495.250000 Penalty: 4769.670898
	Iteration 50Q: 3 clusters Score -1950495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1950493.500000 Penalty: 4769.670898
	Iteration 51Q: 3 clusters Score -1950494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1950494.375000 Penalty: 4769.670898
	Iteration 52Q: 3 clusters Score -1950494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1950493.125000 Penalty: 4769.670898
	Iteration 53Q: 3 clusters Score -1950493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1950493.375000 Penalty: 4769.670898
	Iteration 54Q: 3 clusters Score -1950493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1950492.500000 Penalty: 4769.670898
	Iteration 55Q: 3 clusters Score -1950492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1950493.875000 Penalty: 4769.670898
	Iteration 56Q: 3 clusters Score -1950494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1950491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1950493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1950494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1950494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1950493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1950495.875000 Penalty: 4769.670898
	Iteration 62Q: 3 clusters Score -1950496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1950496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1950497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1950493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1950495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1950498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
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	Iteration 68F: 3 clusters Score -1950498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 163852 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34280 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79445 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43404 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184000 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50825 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 22 contains 137443 members 
Mstep: Class 23 contains 15007 members 
Entering Unmasked Estep 
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Iteration 279Q: 19 clusters Score -9.828942e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 163913 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79432 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43408 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184034 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50837 members 
Mstep: Class 20 contains 11881 members 
Mstep: Class 22 contains 137348 members 
Mstep: Class 23 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 19 clusters Score -9.828935e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 163947 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79421 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43419 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184074 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50845 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 22 contains 137256 members 
Mstep: Class 23 contains 15015 members 
Entering Unmasked Estep 
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Iteration 281Q: 19 clusters Score -9.828933e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 163990 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79413 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43423 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184101 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50865 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 22 contains 137162 members 
Mstep: Class 23 contains 15012 members 
Entering Unmasked Estep 
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Iteration 282Q: 19 clusters Score -9.828946e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 164017 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79410 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43432 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184132 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50888 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 22 contains 137069 members 
Mstep: Class 23 contains 15013 members 
Entering Unmasked Estep 
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Iteration 283Q: 19 clusters Score -9.828952e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 164061 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34299 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79404 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43441 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184157 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50892 members 
Mstep: Class 20 contains 11890 members 
Mstep: Class 22 contains 136997 members 
Mstep: Class 23 contains 15006 members 
Entering Unmasked Estep 
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Iteration 284Q: 19 clusters Score -9.828936e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 164092 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34310 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79393 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43446 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184189 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50896 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 22 contains 136929 members 
Mstep: Class 23 contains 15002 members 
Entering Unmasked Estep 
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Iteration 285Q: 19 clusters Score -9.828938e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 164121 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34324 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79388 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43454 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184211 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50900 members 
Mstep: Class 20 contains 11894 members 
Mstep: Class 22 contains 136859 members 
Mstep: Class 23 contains 15005 members 
Entering Unmasked Estep 
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Iteration 286Q: 19 clusters Score -9.828935e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 164179 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34328 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79384 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43453 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184227 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50906 members 
Mstep: Class 20 contains 11891 members 
Mstep: Class 22 contains 136789 members 
Mstep: Class 23 contains 15005 members 
Entering Unmasked Estep 
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Iteration 287Q: 19 clusters Score -9.828926e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 164241 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34337 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79380 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43464 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184244 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50905 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 22 contains 136702 members 
Mstep: Class 23 contains 15005 members 
Entering Unmasked Estep 
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Iteration 288Q: 19 clusters Score -9.828934e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 164290 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34347 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79378 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184264 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50907 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 22 contains 136624 members 
Mstep: Class 23 contains 15006 members 
Entering Unmasked Estep 
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Iteration 289Q: 19 clusters Score -9.82894e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 164345 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34356 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79374 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184268 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50906 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 22 contains 136563 members 
Mstep: Class 23 contains 15007 members 
Entering Unmasked Estep 
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Iteration 290Q: 19 clusters Score -9.828943e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 164414 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34360 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79369 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43464 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184278 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50899 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 22 contains 136500 members 
Mstep: Class 23 contains 15004 members 
Entering Unmasked Estep 
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Iteration 291Q: 19 clusters Score -9.828941e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 164481 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79361 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43471 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184294 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50897 members 
Mstep: Class 20 contains 11880 members 
Mstep: Class 22 contains 136417 members 
Mstep: Class 23 contains 15008 members 
Entering Unmasked Estep 
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Iteration 292Q: 19 clusters Score -9.828939e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 164552 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34362 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79356 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43474 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184294 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50890 members 
Mstep: Class 20 contains 11878 members 
Mstep: Class 22 contains 136346 members 
Mstep: Class 23 contains 15010 members 
Entering Unmasked Estep 
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Iteration 293Q: 19 clusters Score -9.82892e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 164633 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34367 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79350 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43479 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184291 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50885 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 22 contains 136257 members 
Mstep: Class 23 contains 15017 members 
Entering Unmasked Estep 
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Iteration 294Q: 19 clusters Score -9.828908e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 164695 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79340 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43488 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184293 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50879 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 22 contains 136193 members 
Mstep: Class 23 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 19 clusters Score -9.828918e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 164777 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79335 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43490 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184279 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50875 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 22 contains 136134 members 
Mstep: Class 23 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289176.000000 Penalty: 60574.269531
Iteration 296Q: 19 clusters Score -9.828918e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 164848 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34359 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79342 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43498 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184256 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50882 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 22 contains 136058 members 
Mstep: Class 23 contains 15015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 19 clusters Score -9.828916e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 164933 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34359 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79348 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43505 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184240 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 22 contains 135967 members 
Mstep: Class 23 contains 15018 members 
Entering Unmasked Estep 
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Iteration 298Q: 19 clusters Score -9.828926e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 165002 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34359 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79353 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43518 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184234 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 22 contains 135880 members 
Mstep: Class 23 contains 15014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 19 clusters Score -9.828929e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 165073 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79355 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43528 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184234 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 22 contains 135785 members 
Mstep: Class 23 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 300F: 19 clusters Score -9.828931e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 165137 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34366 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79358 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43539 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184250 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50892 members 
Mstep: Class 20 contains 11874 members 
Mstep: Class 22 contains 135680 members 
Mstep: Class 23 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 19 clusters Score -9.82892e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 165226 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79355 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43548 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184273 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50886 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 22 contains 135570 members 
Mstep: Class 23 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 19 clusters Score -9.828917e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 165313 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34354 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79351 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43555 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184287 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50891 members 
Mstep: Class 20 contains 11867 members 
Mstep: Class 22 contains 135464 members 
Mstep: Class 23 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289216.000000 Penalty: 60574.269531
Iteration 303Q: 19 clusters Score -9.828922e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 165392 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34358 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79352 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43555 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184312 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50901 members 
Mstep: Class 20 contains 11860 members 
Mstep: Class 22 contains 135349 members 
Mstep: Class 23 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289224.000000 Penalty: 60574.269531
Iteration 304Q: 19 clusters Score -9.828922e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 165433 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34360 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79345 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43562 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184357 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50905 members 
Mstep: Class 20 contains 11861 members 
Mstep: Class 22 contains 135241 members 
Mstep: Class 23 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289224.000000 Penalty: 60574.269531
Iteration 305Q: 19 clusters Score -9.828922e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 165471 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34355 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79330 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43571 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184409 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50913 members 
Mstep: Class 20 contains 11859 members 
Mstep: Class 22 contains 135146 members 
Mstep: Class 23 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 19 clusters Score -9.828921e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 165514 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79322 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43577 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184446 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50927 members 
Mstep: Class 20 contains 11856 members 
Mstep: Class 22 contains 135050 members 
Mstep: Class 23 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289280.000000 Penalty: 60574.269531
Iteration 307Q: 19 clusters Score -9.828928e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 165562 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79314 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43584 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184499 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50949 members 
Mstep: Class 20 contains 11857 members 
Mstep: Class 22 contains 134931 members 
Mstep: Class 23 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289216.000000 Penalty: 60574.269531
Iteration 308Q: 19 clusters Score -9.828922e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 165598 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79306 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43593 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184568 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50959 members 
Mstep: Class 20 contains 11857 members 
Mstep: Class 22 contains 134806 members 
Mstep: Class 23 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289248.000000 Penalty: 60574.269531
Iteration 309Q: 19 clusters Score -9.828925e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 165634 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34382 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79299 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43598 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184642 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50972 members 
Mstep: Class 20 contains 11855 members 
Mstep: Class 22 contains 134680 members 
Mstep: Class 23 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289216.000000 Penalty: 60574.269531
Iteration 310Q: 19 clusters Score -9.828922e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 165670 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34394 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79280 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43601 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184724 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50975 members 
Mstep: Class 20 contains 11855 members 
Mstep: Class 22 contains 134560 members 
Mstep: Class 23 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289200.000000 Penalty: 60574.269531
Iteration 311Q: 19 clusters Score -9.82892e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 165699 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34397 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79267 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43604 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184807 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 50986 members 
Mstep: Class 20 contains 11854 members 
Mstep: Class 22 contains 134447 members 
Mstep: Class 23 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289160.000000 Penalty: 60574.269531
Iteration 312Q: 19 clusters Score -9.828916e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 165748 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34397 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79253 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43616 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184879 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51001 members 
Mstep: Class 20 contains 11853 members 
Mstep: Class 22 contains 134314 members 
Mstep: Class 23 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 313Q: 19 clusters Score -9.828914e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 165787 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34405 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79244 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43634 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184943 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51005 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 22 contains 134190 members 
Mstep: Class 23 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289096.000000 Penalty: 60574.269531
Iteration 314Q: 19 clusters Score -9.82891e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 165828 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34417 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79246 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43651 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 184994 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51009 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 22 contains 134056 members 
Mstep: Class 23 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289096.000000 Penalty: 60574.269531
Iteration 315Q: 19 clusters Score -9.82891e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 165872 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34441 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79239 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43664 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185042 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51016 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 22 contains 133922 members 
Mstep: Class 23 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289088.000000 Penalty: 60574.269531
Iteration 316Q: 19 clusters Score -9.828909e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 165899 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34454 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79224 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43673 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185127 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51010 members 
Mstep: Class 20 contains 11848 members 
Mstep: Class 22 contains 133801 members 
Mstep: Class 23 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289072.000000 Penalty: 60574.269531
Iteration 317Q: 19 clusters Score -9.828907e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 165926 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34476 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79210 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43679 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185191 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51016 members 
Mstep: Class 20 contains 11847 members 
Mstep: Class 22 contains 133688 members 
Mstep: Class 23 contains 15030 members 
Entering Unmasked Estep 
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Iteration 318Q: 19 clusters Score -9.828919e+07 nChanged 266
Entering ConstructFrom: 
Score: -98289192.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (47097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Entering Unmasked Estep 
Score: -6092660.000000 Penalty: 2668.471191
	Iteration 0F: 2 clusters Score -6092660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -6060690.500000 Penalty: 5336.942383
	Iteration 0F: 3 clusters Score -6060690 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -6073100.500000 Penalty: 5336.942383
	Iteration 1F: 3 clusters Score -6073100 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -6073769.500000 Penalty: 5336.942383
	Iteration 2Q: 3 clusters Score -6073770 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -6074423.000000 Penalty: 5336.942383
	Iteration 3Q: 3 clusters Score -6074423 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -6075226.500000 Penalty: 5336.942383
	Iteration 4Q: 3 clusters Score -6075226 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -6076245.500000 Penalty: 5336.942383
	Iteration 5Q: 3 clusters Score -6076246 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -6077663.500000 Penalty: 5336.942383
	Iteration 6F: 3 clusters Score -6077664 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -6079660.500000 Penalty: 5336.942383
	Iteration 7F: 3 clusters Score -6079660 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -6082228.000000 Penalty: 5336.942383
	Iteration 8F: 3 clusters Score -6082228 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6084708.000000 Penalty: 5336.942383
	Iteration 9F: 3 clusters Score -6084708 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -6086122.000000 Penalty: 5336.942383
	Iteration 10Q: 3 clusters Score -6086122 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -6086715.500000 Penalty: 5336.942383
	Iteration 11Q: 3 clusters Score -6086716 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -6087036.000000 Penalty: 5336.942383
	Iteration 12Q: 3 clusters Score -6087036 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -6087208.000000 Penalty: 5336.942383
	Iteration 13Q: 3 clusters Score -6087208 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -6087398.000000 Penalty: 5336.942383
	Iteration 14Q: 3 clusters Score -6087398 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -6087570.000000 Penalty: 5336.942383
	Iteration 15Q: 3 clusters Score -6087570 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -6087735.500000 Penalty: 5336.942383
	Iteration 16Q: 3 clusters Score -6087736 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -6087876.000000 Penalty: 5336.942383
	Iteration 17Q: 3 clusters Score -6087876 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -6088016.000000 Penalty: 5336.942383
	Iteration 18Q: 3 clusters Score -6088016 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -6088122.000000 Penalty: 5336.942383
	Iteration 19Q: 3 clusters Score -6088122 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -6088238.500000 Penalty: 5336.942383
	Iteration 20F: 3 clusters Score -6088238 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -6088336.000000 Penalty: 5336.942383
	Iteration 21Q: 3 clusters Score -6088336 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -6088488.500000 Penalty: 5336.942383
	Iteration 22Q: 3 clusters Score -6088488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -6088616.500000 Penalty: 5336.942383
	Iteration 23Q: 3 clusters Score -6088616 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -6088738.500000 Penalty: 5336.942383
	Iteration 24Q: 3 clusters Score -6088738 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6088820.500000 Penalty: 5336.942383
	Iteration 25Q: 3 clusters Score -6088820 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -6088910.000000 Penalty: 5336.942383
	Iteration 26Q: 3 clusters Score -6088910 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -6088967.500000 Penalty: 5336.942383
	Iteration 27Q: 3 clusters Score -6088968 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -6089091.500000 Penalty: 5336.942383
	Iteration 28Q: 3 clusters Score -6089092 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -6089144.500000 Penalty: 5336.942383
	Iteration 29Q: 3 clusters Score -6089144 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -6089239.500000 Penalty: 5336.942383
	Iteration 30Q: 3 clusters Score -6089240 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6089314.500000 Penalty: 5336.942383
	Iteration 31Q: 3 clusters Score -6089314 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -6089408.500000 Penalty: 5336.942383
	Iteration 32Q: 3 clusters Score -6089408 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6089459.000000 Penalty: 5336.942383
	Iteration 33Q: 3 clusters Score -6089459 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -6089531.500000 Penalty: 5336.942383
	Iteration 34Q: 3 clusters Score -6089532 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -6089592.000000 Penalty: 5336.942383
	Iteration 35Q: 3 clusters Score -6089592 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -6089649.000000 Penalty: 5336.942383
	Iteration 36Q: 3 clusters Score -6089649 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6089680.500000 Penalty: 5336.942383
	Iteration 37Q: 3 clusters Score -6089680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6089757.500000 Penalty: 5336.942383
	Iteration 38Q: 3 clusters Score -6089758 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -6089788.000000 Penalty: 5336.942383
	Iteration 39Q: 3 clusters Score -6089788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -6089806.500000 Penalty: 5336.942383
	Iteration 40F: 3 clusters Score -6089806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -6089842.500000 Penalty: 5336.942383
	Iteration 41Q: 3 clusters Score -6089842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -6089878.000000 Penalty: 5336.942383
	Iteration 42Q: 3 clusters Score -6089878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -6089918.500000 Penalty: 5336.942383
	Iteration 43Q: 3 clusters Score -6089918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6089951.500000 Penalty: 5336.942383
	Iteration 44Q: 3 clusters Score -6089952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -6090001.500000 Penalty: 5336.942383
	Iteration 45Q: 3 clusters Score -6090002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -6090030.000000 Penalty: 5336.942383
	Iteration 46Q: 3 clusters Score -6090030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6090061.500000 Penalty: 5336.942383
	Iteration 47Q: 3 clusters Score -6090062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -6090082.000000 Penalty: 5336.942383
	Iteration 48Q: 3 clusters Score -6090082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6090100.500000 Penalty: 5336.942383
	Iteration 49Q: 3 clusters Score -6090100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6090138.000000 Penalty: 5336.942383
	Iteration 50Q: 3 clusters Score -6090138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6090153.500000 Penalty: 5336.942383
	Iteration 51Q: 3 clusters Score -6090154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -6090165.000000 Penalty: 5336.942383
	Iteration 52Q: 3 clusters Score -6090165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6090180.500000 Penalty: 5336.942383
	Iteration 53Q: 3 clusters Score -6090180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6090199.000000 Penalty: 5336.942383
	Iteration 54Q: 3 clusters Score -6090199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6090192.500000 Penalty: 5336.942383
	Iteration 55Q: 3 clusters Score -6090192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -6090212.000000 Penalty: 5336.942383
	Iteration 56Q: 3 clusters Score -6090212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -6090217.500000 Penalty: 5336.942383
	Iteration 57Q: 3 clusters Score -6090218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6090222.000000 Penalty: 5336.942383
	Iteration 58Q: 3 clusters Score -6090222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6090224.000000 Penalty: 5336.942383
	Iteration 59Q: 3 clusters Score -6090224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -6090230.500000 Penalty: 5336.942383
	Iteration 60F: 3 clusters Score -6090230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -6090240.000000 Penalty: 5336.942383
	Iteration 61Q: 3 clusters Score -6090240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6090241.500000 Penalty: 5336.942383
	Iteration 62Q: 3 clusters Score -6090242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6090253.000000 Penalty: 5336.942383
	Iteration 63Q: 3 clusters Score -6090253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6090257.000000 Penalty: 5336.942383
	Iteration 64Q: 3 clusters Score -6090257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -6090263.000000 Penalty: 5336.942383
	Iteration 65Q: 3 clusters Score -6090263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -6090268.000000 Penalty: 5336.942383
	Iteration 66Q: 3 clusters Score -6090268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6090282.500000 Penalty: 5336.942383
	Iteration 67Q: 3 clusters Score -6090282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -6090294.000000 Penalty: 5336.942383
	Iteration 68Q: 3 clusters Score -6090294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -6090292.000000 Penalty: 5336.942383
	Iteration 69Q: 3 clusters Score -6090292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -6090298.000000 Penalty: 5336.942383
	Iteration 70Q: 3 clusters Score -6090298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -6090303.500000 Penalty: 5336.942383
	Iteration 71Q: 3 clusters Score -6090304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -6090325.000000 Penalty: 5336.942383
	Iteration 72Q: 3 clusters Score -6090325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6090342.000000 Penalty: 5336.942383
	Iteration 73Q: 3 clusters Score -6090342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6090337.500000 Penalty: 5336.942383
	Iteration 74Q: 3 clusters Score -6090338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -6090353.500000 Penalty: 5336.942383
	Iteration 75Q: 3 clusters Score -6090354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -6090362.000000 Penalty: 5336.942383
	Iteration 76Q: 3 clusters Score -6090362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6090370.000000 Penalty: 5336.942383
	Iteration 77Q: 3 clusters Score -6090370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6090378.000000 Penalty: 5336.942383
	Iteration 78Q: 3 clusters Score -6090378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6090379.000000 Penalty: 5336.942383
	Iteration 79Q: 3 clusters Score -6090379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6090378.500000 Penalty: 5336.942383
	Iteration 80F: 3 clusters Score -6090378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6090385.000000 Penalty: 5336.942383
	Iteration 81Q: 3 clusters Score -6090385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -6090385.500000 Penalty: 5336.942383
	Iteration 82Q: 3 clusters Score -6090386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6090387.000000 Penalty: 5336.942383
	Iteration 83Q: 3 clusters Score -6090387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6090385.000000 Penalty: 5336.942383
	Iteration 84Q: 3 clusters Score -6090385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -6090388.000000 Penalty: 5336.942383
	Iteration 85Q: 3 clusters Score -6090388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6090385.500000 Penalty: 5336.942383
	Iteration 86Q: 3 clusters Score -6090386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6090386.000000 Penalty: 5336.942383
	Iteration 87Q: 3 clusters Score -6090386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6090385.000000 Penalty: 5336.942383
	Iteration 88Q: 3 clusters Score -6090385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6090385.000000 Penalty: 5336.942383
	Iteration 89F: 3 clusters Score -6090385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (165965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Entering Unmasked Estep 
Score: -21261838.000000 Penalty: 2980.843994
	Iteration 0F: 2 clusters Score -2.126184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -21152320.000000 Penalty: 5961.687988
	Iteration 0F: 3 clusters Score -2.115232e+07 nChanged 79649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -21199348.000000 Penalty: 5961.687988
	Iteration 1F: 3 clusters Score -2.119935e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -21201108.000000 Penalty: 5961.687988
	Iteration 2Q: 3 clusters Score -2.120111e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -21204158.000000 Penalty: 5961.687988
	Iteration 3Q: 3 clusters Score -2.120416e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -21209574.000000 Penalty: 5961.687988
	Iteration 4F: 3 clusters Score -2.120957e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117225 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -21218458.000000 Penalty: 5961.687988
	Iteration 5F: 3 clusters Score -2.121846e+07 nChanged 13392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -21230382.000000 Penalty: 5961.687988
	Iteration 6F: 3 clusters Score -2.123038e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141193 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -21242098.000000 Penalty: 5961.687988
	Iteration 7F: 3 clusters Score -2.12421e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148631 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -21249934.000000 Penalty: 5961.687988
	Iteration 8Q: 3 clusters Score -2.124993e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -21253888.000000 Penalty: 5961.687988
	Iteration 9Q: 3 clusters Score -2.125389e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -21255930.000000 Penalty: 5961.687988
	Iteration 10Q: 3 clusters Score -2.125593e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -21256982.000000 Penalty: 5961.687988
	Iteration 11Q: 3 clusters Score -2.125698e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -21257800.000000 Penalty: 5961.687988
	Iteration 12Q: 3 clusters Score -2.12578e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -21258346.000000 Penalty: 5961.687988
	Iteration 13Q: 3 clusters Score -2.125835e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21258600.000000 Penalty: 5961.687988
	Iteration 14Q: 3 clusters Score -2.12586e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -21258828.000000 Penalty: 5961.687988
	Iteration 15Q: 3 clusters Score -2.125883e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21258896.000000 Penalty: 5961.687988
	Iteration 16Q: 3 clusters Score -2.12589e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21259054.000000 Penalty: 5961.687988
	Iteration 17Q: 3 clusters Score -2.125905e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163192 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -21259138.000000 Penalty: 5961.687988
	Iteration 18Q: 3 clusters Score -2.125914e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21259168.000000 Penalty: 5961.687988
	Iteration 19Q: 3 clusters Score -2.125917e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163661 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -21259254.000000 Penalty: 5961.687988
	Iteration 20F: 3 clusters Score -2.125925e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -21259272.000000 Penalty: 5961.687988
	Iteration 21Q: 3 clusters Score -2.125927e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21259268.000000 Penalty: 5961.687988
	Iteration 22Q: 3 clusters Score -2.125927e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21259304.000000 Penalty: 5961.687988
	Iteration 23Q: 3 clusters Score -2.12593e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -21259346.000000 Penalty: 5961.687988
	Iteration 24Q: 3 clusters Score -2.125935e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -21259354.000000 Penalty: 5961.687988
	Iteration 25Q: 3 clusters Score -2.125935e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21259354.000000 Penalty: 5961.687988
	Iteration 26Q: 3 clusters Score -2.125935e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -21259356.000000 Penalty: 5961.687988
	Iteration 27Q: 3 clusters Score -2.125936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21259374.000000 Penalty: 5961.687988
	Iteration 28Q: 3 clusters Score -2.125937e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -21259376.000000 Penalty: 5961.687988
	Iteration 29Q: 3 clusters Score -2.125938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164534 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21259396.000000 Penalty: 5961.687988
	Iteration 30Q: 3 clusters Score -2.12594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164562 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21259392.000000 Penalty: 5961.687988
	Iteration 31Q: 3 clusters Score -2.125939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164583 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -21259396.000000 Penalty: 5961.687988
	Iteration 32Q: 3 clusters Score -2.12594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -21259432.000000 Penalty: 5961.687988
	Iteration 33Q: 3 clusters Score -2.125943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164612 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21259428.000000 Penalty: 5961.687988
	Iteration 34Q: 3 clusters Score -2.125943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21259424.000000 Penalty: 5961.687988
	Iteration 35Q: 3 clusters Score -2.125942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -21259410.000000 Penalty: 5961.687988
	Iteration 36Q: 3 clusters Score -2.125941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21259408.000000 Penalty: 5961.687988
	Iteration 37Q: 3 clusters Score -2.125941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164644 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21259430.000000 Penalty: 5961.687988
	Iteration 38Q: 3 clusters Score -2.125943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21259438.000000 Penalty: 5961.687988
	Iteration 39Q: 3 clusters Score -2.125944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -21259432.000000 Penalty: 5961.687988
	Iteration 40F: 3 clusters Score -2.125943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164677 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21259444.000000 Penalty: 5961.687988
	Iteration 41Q: 3 clusters Score -2.125944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21259448.000000 Penalty: 5961.687988
	Iteration 42Q: 3 clusters Score -2.125945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164695 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21259432.000000 Penalty: 5961.687988
	Iteration 43Q: 3 clusters Score -2.125943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164702 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21259440.000000 Penalty: 5961.687988
	Iteration 44Q: 3 clusters Score -2.125944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21259454.000000 Penalty: 5961.687988
	Iteration 45Q: 3 clusters Score -2.125945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21259460.000000 Penalty: 5961.687988
	Iteration 46Q: 3 clusters Score -2.125946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164730 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -21259458.000000 Penalty: 5961.687988
	Iteration 47Q: 3 clusters Score -2.125946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164741 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21259452.000000 Penalty: 5961.687988
	Iteration 48Q: 3 clusters Score -2.125945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21259472.000000 Penalty: 5961.687988
	Iteration 49Q: 3 clusters Score -2.125947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164756 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21259466.000000 Penalty: 5961.687988
	Iteration 50Q: 3 clusters Score -2.125947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21259474.000000 Penalty: 5961.687988
	Iteration 51Q: 3 clusters Score -2.125947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164760 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21259468.000000 Penalty: 5961.687988
	Iteration 52Q: 3 clusters Score -2.125947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164763 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21259458.000000 Penalty: 5961.687988
	Iteration 53Q: 3 clusters Score -2.125946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164769 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21259476.000000 Penalty: 5961.687988
	Iteration 54Q: 3 clusters Score -2.125948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164773 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21259480.000000 Penalty: 5961.687988
	Iteration 55Q: 3 clusters Score -2.125948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21259464.000000 Penalty: 5961.687988
	Iteration 56Q: 3 clusters Score -2.125946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21259486.000000 Penalty: 5961.687988
	Iteration 57Q: 3 clusters Score -2.125949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164786 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -21259488.000000 Penalty: 5961.687988
	Iteration 58Q: 3 clusters Score -2.125949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21259492.000000 Penalty: 5961.687988
	Iteration 59Q: 3 clusters Score -2.125949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21259486.000000 Penalty: 5961.687988
	Iteration 60F: 3 clusters Score -2.125949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21259480.000000 Penalty: 5961.687988
	Iteration 61Q: 3 clusters Score -2.125948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21259482.000000 Penalty: 5961.687988
	Iteration 62Q: 3 clusters Score -2.125948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21259488.000000 Penalty: 5961.687988
	Iteration 63Q: 3 clusters Score -2.125949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164809 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21259496.000000 Penalty: 5961.687988
	Iteration 64Q: 3 clusters Score -2.12595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164809 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21259496.000000 Penalty: 5961.687988
	Iteration 65F: 3 clusters Score -2.12595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -74238.570312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -74238.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72643.773438 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -72643.77 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72802.546875 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -72802.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72857.101562 Penalty: 3193.917725
	Iteration 2Q: 3 clusters Score -72857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72883.765625 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -72883.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72897.851562 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -72897.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72899.289062 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -72899.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72899.289062 Penalty: 3193.917725
	Iteration 6F: 3 clusters Score -72899.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45872.550781 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45872.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46184.988281 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46184.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46370.246094 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46370.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46611.289062 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46611.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46763.765625 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46763.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46870.679688 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46870.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46918.363281 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46918.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46941.226562 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46941.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46947.441406 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -46947.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46952.855469 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -46952.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46960.218750 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -46960.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46966.703125 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -46966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46977.917969 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -46977.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46988.171875 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -46988.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46998.089844 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -46998.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46998.089844 Penalty: 3058.047119
	Iteration 15F: 3 clusters Score -46998.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Entering Unmasked Estep 
Score: -4470034.000000 Penalty: 2591.259521
	Iteration 0F: 2 clusters Score -4470034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4446474.500000 Penalty: 5182.519043
	Iteration 0F: 3 clusters Score -4446474 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4454974.000000 Penalty: 5182.519043
	Iteration 1F: 3 clusters Score -4454974 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4455416.000000 Penalty: 5182.519043
	Iteration 2Q: 3 clusters Score -4455416 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4455814.500000 Penalty: 5182.519043
	Iteration 3Q: 3 clusters Score -4455814 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4456200.500000 Penalty: 5182.519043
	Iteration 4Q: 3 clusters Score -4456200 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4456537.500000 Penalty: 5182.519043
	Iteration 5Q: 3 clusters Score -4456538 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4456907.500000 Penalty: 5182.519043
	Iteration 6Q: 3 clusters Score -4456908 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4457361.000000 Penalty: 5182.519043
	Iteration 7Q: 3 clusters Score -4457361 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4457910.000000 Penalty: 5182.519043
	Iteration 8Q: 3 clusters Score -4457910 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4458633.000000 Penalty: 5182.519043
	Iteration 9Q: 3 clusters Score -4458633 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4459512.000000 Penalty: 5182.519043
	Iteration 10Q: 3 clusters Score -4459512 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4460551.500000 Penalty: 5182.519043
	Iteration 11Q: 3 clusters Score -4460552 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4461566.500000 Penalty: 5182.519043
	Iteration 12Q: 3 clusters Score -4461566 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4462482.000000 Penalty: 5182.519043
	Iteration 13Q: 3 clusters Score -4462482 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -4463091.000000 Penalty: 5182.519043
	Iteration 14Q: 3 clusters Score -4463091 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4463496.000000 Penalty: 5182.519043
	Iteration 15Q: 3 clusters Score -4463496 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4463751.500000 Penalty: 5182.519043
	Iteration 16Q: 3 clusters Score -4463752 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4463926.500000 Penalty: 5182.519043
	Iteration 17Q: 3 clusters Score -4463926 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4464093.500000 Penalty: 5182.519043
	Iteration 18Q: 3 clusters Score -4464094 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4464287.500000 Penalty: 5182.519043
	Iteration 19Q: 3 clusters Score -4464288 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4464485.500000 Penalty: 5182.519043
	Iteration 20F: 3 clusters Score -4464486 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4464717.000000 Penalty: 5182.519043
	Iteration 21Q: 3 clusters Score -4464717 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4464959.000000 Penalty: 5182.519043
	Iteration 22Q: 3 clusters Score -4464959 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4465213.500000 Penalty: 5182.519043
	Iteration 23Q: 3 clusters Score -4465214 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4465482.500000 Penalty: 5182.519043
	Iteration 24Q: 3 clusters Score -4465482 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4465756.500000 Penalty: 5182.519043
	Iteration 25Q: 3 clusters Score -4465756 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4466041.500000 Penalty: 5182.519043
	Iteration 26Q: 3 clusters Score -4466042 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4466395.000000 Penalty: 5182.519043
	Iteration 27Q: 3 clusters Score -4466395 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4466755.000000 Penalty: 5182.519043
	Iteration 28Q: 3 clusters Score -4466755 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4467019.500000 Penalty: 5182.519043
	Iteration 29Q: 3 clusters Score -4467020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4467196.500000 Penalty: 5182.519043
	Iteration 30Q: 3 clusters Score -4467196 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4467293.000000 Penalty: 5182.519043
	Iteration 31Q: 3 clusters Score -4467293 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4467397.000000 Penalty: 5182.519043
	Iteration 32Q: 3 clusters Score -4467397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4467477.000000 Penalty: 5182.519043
	Iteration 33Q: 3 clusters Score -4467477 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4467531.500000 Penalty: 5182.519043
	Iteration 34Q: 3 clusters Score -4467532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4467574.000000 Penalty: 5182.519043
	Iteration 35Q: 3 clusters Score -4467574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4467606.000000 Penalty: 5182.519043
	Iteration 36Q: 3 clusters Score -4467606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4467646.000000 Penalty: 5182.519043
	Iteration 37Q: 3 clusters Score -4467646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4467676.500000 Penalty: 5182.519043
	Iteration 38Q: 3 clusters Score -4467676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4467711.500000 Penalty: 5182.519043
	Iteration 39Q: 3 clusters Score -4467712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4467737.500000 Penalty: 5182.519043
	Iteration 40F: 3 clusters Score -4467738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4467761.000000 Penalty: 5182.519043
	Iteration 41Q: 3 clusters Score -4467761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4467781.000000 Penalty: 5182.519043
	Iteration 42Q: 3 clusters Score -4467781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4467803.000000 Penalty: 5182.519043
	Iteration 43Q: 3 clusters Score -4467803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4467824.500000 Penalty: 5182.519043
	Iteration 44Q: 3 clusters Score -4467824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4467837.500000 Penalty: 5182.519043
	Iteration 45Q: 3 clusters Score -4467838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4467854.500000 Penalty: 5182.519043
	Iteration 46Q: 3 clusters Score -4467854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4467868.500000 Penalty: 5182.519043
	Iteration 47Q: 3 clusters Score -4467868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4467878.500000 Penalty: 5182.519043
	Iteration 48Q: 3 clusters Score -4467878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4467894.000000 Penalty: 5182.519043
	Iteration 49Q: 3 clusters Score -4467894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4467894.500000 Penalty: 5182.519043
	Iteration 50Q: 3 clusters Score -4467894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4467893.000000 Penalty: 5182.519043
	Iteration 51Q: 3 clusters Score -4467893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4467898.000000 Penalty: 5182.519043
	Iteration 52Q: 3 clusters Score -4467898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4467896.500000 Penalty: 5182.519043
	Iteration 53Q: 3 clusters Score -4467896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4467897.000000 Penalty: 5182.519043
	Iteration 54Q: 3 clusters Score -4467897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4467900.500000 Penalty: 5182.519043
	Iteration 55Q: 3 clusters Score -4467900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4467903.000000 Penalty: 5182.519043
	Iteration 56Q: 3 clusters Score -4467903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4467907.000000 Penalty: 5182.519043
	Iteration 57Q: 3 clusters Score -4467907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4467915.000000 Penalty: 5182.519043
	Iteration 58Q: 3 clusters Score -4467915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4467918.000000 Penalty: 5182.519043
	Iteration 59Q: 3 clusters Score -4467918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4467915.500000 Penalty: 5182.519043
	Iteration 60F: 3 clusters Score -4467916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4467923.000000 Penalty: 5182.519043
	Iteration 61Q: 3 clusters Score -4467923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4467918.500000 Penalty: 5182.519043
	Iteration 62Q: 3 clusters Score -4467918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4467927.500000 Penalty: 5182.519043
	Iteration 63Q: 3 clusters Score -4467928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4467927.000000 Penalty: 5182.519043
	Iteration 64Q: 3 clusters Score -4467927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4467926.500000 Penalty: 5182.519043
	Iteration 65Q: 3 clusters Score -4467926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4467923.000000 Penalty: 5182.519043
	Iteration 66Q: 3 clusters Score -4467923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4467929.500000 Penalty: 5182.519043
	Iteration 67Q: 3 clusters Score -4467930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4467928.500000 Penalty: 5182.519043
	Iteration 68Q: 3 clusters Score -4467928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4467930.500000 Penalty: 5182.519043
	Iteration 69Q: 3 clusters Score -4467930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4467929.500000 Penalty: 5182.519043
	Iteration 70Q: 3 clusters Score -4467930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4467934.500000 Penalty: 5182.519043
	Iteration 71Q: 3 clusters Score -4467934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4467934.500000 Penalty: 5182.519043
	Iteration 72Q: 3 clusters Score -4467934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4467931.500000 Penalty: 5182.519043
	Iteration 73Q: 3 clusters Score -4467932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4467932.500000 Penalty: 5182.519043
	Iteration 74Q: 3 clusters Score -4467932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4467935.000000 Penalty: 5182.519043
	Iteration 75Q: 3 clusters Score -4467935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4467935.000000 Penalty: 5182.519043
	Iteration 76Q: 3 clusters Score -4467935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4467936.500000 Penalty: 5182.519043
	Iteration 77Q: 3 clusters Score -4467936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4467938.500000 Penalty: 5182.519043
	Iteration 78Q: 3 clusters Score -4467938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4467940.000000 Penalty: 5182.519043
	Iteration 79Q: 3 clusters Score -4467940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4467943.000000 Penalty: 5182.519043
	Iteration 80F: 3 clusters Score -4467943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102572.789062 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102572.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103029.195312 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103029.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103222.132812 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103222.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103406.671875 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103406.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103579.695312 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -103579.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103652.023438 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -103771.671875 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -103771.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103876.156250 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -103876.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103975.414062 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -103975.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104013.875000 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -104013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -104033.617188 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -104033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104047.648438 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -104047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104066.968750 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -104067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104079.304688 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -104079.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104097.992188 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -104098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104120.789062 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -104120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104157.226562 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -104157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104201.554688 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -104201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104230.093750 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -104230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -104246.085938 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -104246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104261.187500 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -104261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104277.546875 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -104277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104298.132812 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -104298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104306.234375 Penalty: 3404.964355
	Iteration 23Q: 3 clusters Score -104306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104309.906250 Penalty: 3404.964355
	Iteration 24Q: 3 clusters Score -104309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104309.906250 Penalty: 3404.964355
	Iteration 25F: 3 clusters Score -104309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Entering Unmasked Estep 
Score: -9912682.000000 Penalty: 2797.370361
	Iteration 0F: 2 clusters Score -9912682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -9859777.000000 Penalty: 5594.740723
	Iteration 0F: 3 clusters Score -9859777 nChanged 37166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -9880580.000000 Penalty: 5594.740723
	Iteration 1F: 3 clusters Score -9880580 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -9881275.000000 Penalty: 5594.740723
	Iteration 2Q: 3 clusters Score -9881275 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -9881886.000000 Penalty: 5594.740723
	Iteration 3Q: 3 clusters Score -9881886 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -9882779.000000 Penalty: 5594.740723
	Iteration 4Q: 3 clusters Score -9882779 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -9884013.000000 Penalty: 5594.740723
	Iteration 5Q: 3 clusters Score -9884013 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -9885915.000000 Penalty: 5594.740723
	Iteration 6Q: 3 clusters Score -9885915 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -9888714.000000 Penalty: 5594.740723
	Iteration 7F: 3 clusters Score -9888714 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -9892085.000000 Penalty: 5594.740723
	Iteration 8F: 3 clusters Score -9892085 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -9895456.000000 Penalty: 5594.740723
	Iteration 9F: 3 clusters Score -9895456 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -9897645.000000 Penalty: 5594.740723
	Iteration 10Q: 3 clusters Score -9897645 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -9898860.000000 Penalty: 5594.740723
	Iteration 11Q: 3 clusters Score -9898860 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -9899653.000000 Penalty: 5594.740723
	Iteration 12Q: 3 clusters Score -9899653 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -9900419.000000 Penalty: 5594.740723
	Iteration 13Q: 3 clusters Score -9900419 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -9901299.000000 Penalty: 5594.740723
	Iteration 14Q: 3 clusters Score -9901299 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -9902296.000000 Penalty: 5594.740723
	Iteration 15Q: 3 clusters Score -9902296 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -9903536.000000 Penalty: 5594.740723
	Iteration 16Q: 3 clusters Score -9903536 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -9904806.000000 Penalty: 5594.740723
	Iteration 17Q: 3 clusters Score -9904806 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -9906096.000000 Penalty: 5594.740723
	Iteration 18Q: 3 clusters Score -9906096 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -9907276.000000 Penalty: 5594.740723
	Iteration 19Q: 3 clusters Score -9907276 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9908271.000000 Penalty: 5594.740723
	Iteration 20F: 3 clusters Score -9908271 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9908920.000000 Penalty: 5594.740723
	Iteration 21Q: 3 clusters Score -9908920 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9909422.000000 Penalty: 5594.740723
	Iteration 22Q: 3 clusters Score -9909422 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9909741.000000 Penalty: 5594.740723
	Iteration 23Q: 3 clusters Score -9909741 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9909948.000000 Penalty: 5594.740723
	Iteration 24Q: 3 clusters Score -9909948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9910110.000000 Penalty: 5594.740723
	Iteration 25Q: 3 clusters Score -9910110 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9910208.000000 Penalty: 5594.740723
	Iteration 26Q: 3 clusters Score -9910208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9910262.000000 Penalty: 5594.740723
	Iteration 27Q: 3 clusters Score -9910262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9910310.000000 Penalty: 5594.740723
	Iteration 28Q: 3 clusters Score -9910310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9910348.000000 Penalty: 5594.740723
	Iteration 29Q: 3 clusters Score -9910348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9910387.000000 Penalty: 5594.740723
	Iteration 30Q: 3 clusters Score -9910387 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9910419.000000 Penalty: 5594.740723
	Iteration 31Q: 3 clusters Score -9910419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9910476.000000 Penalty: 5594.740723
	Iteration 32Q: 3 clusters Score -9910476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9910500.000000 Penalty: 5594.740723
	Iteration 33Q: 3 clusters Score -9910500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9910500.000000 Penalty: 5594.740723
	Iteration 34Q: 3 clusters Score -9910500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9910516.000000 Penalty: 5594.740723
	Iteration 35Q: 3 clusters Score -9910516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9910532.000000 Penalty: 5594.740723
	Iteration 36Q: 3 clusters Score -9910532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9910556.000000 Penalty: 5594.740723
	Iteration 37Q: 3 clusters Score -9910556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9910578.000000 Penalty: 5594.740723
	Iteration 38Q: 3 clusters Score -9910578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9910588.000000 Penalty: 5594.740723
	Iteration 39Q: 3 clusters Score -9910588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9910603.000000 Penalty: 5594.740723
	Iteration 40F: 3 clusters Score -9910603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9910605.000000 Penalty: 5594.740723
	Iteration 41Q: 3 clusters Score -9910605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9910627.000000 Penalty: 5594.740723
	Iteration 42Q: 3 clusters Score -9910627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9910621.000000 Penalty: 5594.740723
	Iteration 43Q: 3 clusters Score -9910621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9910627.000000 Penalty: 5594.740723
	Iteration 44Q: 3 clusters Score -9910627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9910645.000000 Penalty: 5594.740723
	Iteration 45Q: 3 clusters Score -9910645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9910665.000000 Penalty: 5594.740723
	Iteration 46Q: 3 clusters Score -9910665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77911 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9910673.000000 Penalty: 5594.740723
	Iteration 47Q: 3 clusters Score -9910673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9910665.000000 Penalty: 5594.740723
	Iteration 48Q: 3 clusters Score -9910665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9910679.000000 Penalty: 5594.740723
	Iteration 49Q: 3 clusters Score -9910679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9910685.000000 Penalty: 5594.740723
	Iteration 50Q: 3 clusters Score -9910685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9910692.000000 Penalty: 5594.740723
	Iteration 51Q: 3 clusters Score -9910692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9910692.000000 Penalty: 5594.740723
	Iteration 52Q: 3 clusters Score -9910692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9910711.000000 Penalty: 5594.740723
	Iteration 53Q: 3 clusters Score -9910711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9910716.000000 Penalty: 5594.740723
	Iteration 54Q: 3 clusters Score -9910716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9910720.000000 Penalty: 5594.740723
	Iteration 55Q: 3 clusters Score -9910720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9910725.000000 Penalty: 5594.740723
	Iteration 56Q: 3 clusters Score -9910725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9910734.000000 Penalty: 5594.740723
	Iteration 57Q: 3 clusters Score -9910734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9910725.000000 Penalty: 5594.740723
	Iteration 58Q: 3 clusters Score -9910725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9910734.000000 Penalty: 5594.740723
	Iteration 59Q: 3 clusters Score -9910734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9910751.000000 Penalty: 5594.740723
	Iteration 60F: 3 clusters Score -9910751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -9910756.000000 Penalty: 5594.740723
	Iteration 61Q: 3 clusters Score -9910756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9910752.000000 Penalty: 5594.740723
	Iteration 62Q: 3 clusters Score -9910752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9910761.000000 Penalty: 5594.740723
	Iteration 63Q: 3 clusters Score -9910761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9910752.000000 Penalty: 5594.740723
	Iteration 64Q: 3 clusters Score -9910752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9910756.000000 Penalty: 5594.740723
	Iteration 65Q: 3 clusters Score -9910756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9910750.000000 Penalty: 5594.740723
	Iteration 66Q: 3 clusters Score -9910750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9910772.000000 Penalty: 5594.740723
	Iteration 67Q: 3 clusters Score -9910772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9910770.000000 Penalty: 5594.740723
	Iteration 68Q: 3 clusters Score -9910770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9910780.000000 Penalty: 5594.740723
	Iteration 69Q: 3 clusters Score -9910780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9910784.000000 Penalty: 5594.740723
	Iteration 70Q: 3 clusters Score -9910784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9910789.000000 Penalty: 5594.740723
	Iteration 71Q: 3 clusters Score -9910789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9910799.000000 Penalty: 5594.740723
	Iteration 72Q: 3 clusters Score -9910799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9910819.000000 Penalty: 5594.740723
	Iteration 73Q: 3 clusters Score -9910819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9910845.000000 Penalty: 5594.740723
	Iteration 74Q: 3 clusters Score -9910845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9910858.000000 Penalty: 5594.740723
	Iteration 75Q: 3 clusters Score -9910858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9910860.000000 Penalty: 5594.740723
	Iteration 76Q: 3 clusters Score -9910860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9910883.000000 Penalty: 5594.740723
	Iteration 77Q: 3 clusters Score -9910883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9910883.000000 Penalty: 5594.740723
	Iteration 78Q: 3 clusters Score -9910883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9910904.000000 Penalty: 5594.740723
	Iteration 79Q: 3 clusters Score -9910904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9910912.000000 Penalty: 5594.740723
	Iteration 80F: 3 clusters Score -9910912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9910901.000000 Penalty: 5594.740723
	Iteration 81Q: 3 clusters Score -9910901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9910910.000000 Penalty: 5594.740723
	Iteration 82Q: 3 clusters Score -9910910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9910911.000000 Penalty: 5594.740723
	Iteration 83Q: 3 clusters Score -9910911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9910905.000000 Penalty: 5594.740723
	Iteration 84Q: 3 clusters Score -9910905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9910906.000000 Penalty: 5594.740723
	Iteration 85Q: 3 clusters Score -9910906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9910924.000000 Penalty: 5594.740723
	Iteration 86Q: 3 clusters Score -9910924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9910908.000000 Penalty: 5594.740723
	Iteration 87Q: 3 clusters Score -9910908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9910903.000000 Penalty: 5594.740723
	Iteration 88Q: 3 clusters Score -9910903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9910912.000000 Penalty: 5594.740723
	Iteration 89Q: 3 clusters Score -9910912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9910906.000000 Penalty: 5594.740723
	Iteration 90Q: 3 clusters Score -9910906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9910906.000000 Penalty: 5594.740723
	Iteration 91F: 3 clusters Score -9910906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -422777.937500 Penalty: 2015.376465
	Iteration 0F: 2 clusters Score -422777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -419286.843750 Penalty: 4030.752930
	Iteration 0F: 3 clusters Score -419286.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -420025.343750 Penalty: 4030.752930
	Iteration 1F: 3 clusters Score -420025.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -420179.718750 Penalty: 4030.752930
	Iteration 2F: 3 clusters Score -420179.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -420266.437500 Penalty: 4030.752930
	Iteration 3Q: 3 clusters Score -420266.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -420313.937500 Penalty: 4030.752930
	Iteration 4Q: 3 clusters Score -420313.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -420347.781250 Penalty: 4030.752930
	Iteration 5Q: 3 clusters Score -420347.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -420375.093750 Penalty: 4030.752930
	Iteration 6Q: 3 clusters Score -420375.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -420400.843750 Penalty: 4030.752930
	Iteration 7Q: 3 clusters Score -420400.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -420418.781250 Penalty: 4030.752930
	Iteration 8Q: 3 clusters Score -420418.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -420438.656250 Penalty: 4030.752930
	Iteration 9Q: 3 clusters Score -420438.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -420452.218750 Penalty: 4030.752930
	Iteration 10Q: 3 clusters Score -420452.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -420465.062500 Penalty: 4030.752930
	Iteration 11Q: 3 clusters Score -420465.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -420477.625000 Penalty: 4030.752930
	Iteration 12Q: 3 clusters Score -420477.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -420492.531250 Penalty: 4030.752930
	Iteration 13Q: 3 clusters Score -420492.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -420504.218750 Penalty: 4030.752930
	Iteration 14Q: 3 clusters Score -420504.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -420515.937500 Penalty: 4030.752930
	Iteration 15Q: 3 clusters Score -420515.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -420525.750000 Penalty: 4030.752930
	Iteration 16Q: 3 clusters Score -420525.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -420533.906250 Penalty: 4030.752930
	Iteration 17Q: 3 clusters Score -420533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -420540.593750 Penalty: 4030.752930
	Iteration 18Q: 3 clusters Score -420540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -420543.718750 Penalty: 4030.752930
	Iteration 19Q: 3 clusters Score -420543.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -420547.437500 Penalty: 4030.752930
	Iteration 20F: 3 clusters Score -420547.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -420552.062500 Penalty: 4030.752930
	Iteration 21Q: 3 clusters Score -420552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -420555.093750 Penalty: 4030.752930
	Iteration 22Q: 3 clusters Score -420555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -420557.218750 Penalty: 4030.752930
	Iteration 23Q: 3 clusters Score -420557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420559.625000 Penalty: 4030.752930
	Iteration 24Q: 3 clusters Score -420559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -420563.531250 Penalty: 4030.752930
	Iteration 25Q: 3 clusters Score -420563.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -420569.687500 Penalty: 4030.752930
	Iteration 26Q: 3 clusters Score -420569.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -420576.312500 Penalty: 4030.752930
	Iteration 27Q: 3 clusters Score -420576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -420583.031250 Penalty: 4030.752930
	Iteration 28Q: 3 clusters Score -420583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -420589.343750 Penalty: 4030.752930
	Iteration 29Q: 3 clusters Score -420589.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -420594.718750 Penalty: 4030.752930
	Iteration 30Q: 3 clusters Score -420594.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -420600.781250 Penalty: 4030.752930
	Iteration 31Q: 3 clusters Score -420600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -420611.625000 Penalty: 4030.752930
	Iteration 32Q: 3 clusters Score -420611.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420623.843750 Penalty: 4030.752930
	Iteration 33Q: 3 clusters Score -420623.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -420639.343750 Penalty: 4030.752930
	Iteration 34Q: 3 clusters Score -420639.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -420658.062500 Penalty: 4030.752930
	Iteration 35Q: 3 clusters Score -420658.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420678.656250 Penalty: 4030.752930
	Iteration 36Q: 3 clusters Score -420678.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -420703.218750 Penalty: 4030.752930
	Iteration 37Q: 3 clusters Score -420703.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -420738.906250 Penalty: 4030.752930
	Iteration 38Q: 3 clusters Score -420738.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -420804.843750 Penalty: 4030.752930
	Iteration 39Q: 3 clusters Score -420804.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -420900.312500 Penalty: 4030.752930
	Iteration 40F: 3 clusters Score -420900.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -420978.000000 Penalty: 4030.752930
	Iteration 41Q: 3 clusters Score -420978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -421053.468750 Penalty: 4030.752930
	Iteration 42Q: 3 clusters Score -421053.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -421108.625000 Penalty: 4030.752930
	Iteration 43Q: 3 clusters Score -421108.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -421151.781250 Penalty: 4030.752930
	Iteration 44Q: 3 clusters Score -421151.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -421186.906250 Penalty: 4030.752930
	Iteration 45Q: 3 clusters Score -421186.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -421211.812500 Penalty: 4030.752930
	Iteration 46Q: 3 clusters Score -421211.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -421230.531250 Penalty: 4030.752930
	Iteration 47Q: 3 clusters Score -421230.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -421250.343750 Penalty: 4030.752930
	Iteration 48Q: 3 clusters Score -421250.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -421263.187500 Penalty: 4030.752930
	Iteration 49Q: 3 clusters Score -421263.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -421275.062500 Penalty: 4030.752930
	Iteration 50Q: 3 clusters Score -421275.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -421283.406250 Penalty: 4030.752930
	Iteration 51Q: 3 clusters Score -421283.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -421293.062500 Penalty: 4030.752930
	Iteration 52Q: 3 clusters Score -421293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -421299.000000 Penalty: 4030.752930
	Iteration 53Q: 3 clusters Score -421299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -421308.562500 Penalty: 4030.752930
	Iteration 54Q: 3 clusters Score -421308.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -421316.687500 Penalty: 4030.752930
	Iteration 55Q: 3 clusters Score -421316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -421320.625000 Penalty: 4030.752930
	Iteration 56Q: 3 clusters Score -421320.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -421324.562500 Penalty: 4030.752930
	Iteration 57Q: 3 clusters Score -421324.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -421333.906250 Penalty: 4030.752930
	Iteration 58Q: 3 clusters Score -421333.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -421340.125000 Penalty: 4030.752930
	Iteration 59Q: 3 clusters Score -421340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421345.093750 Penalty: 4030.752930
	Iteration 60F: 3 clusters Score -421345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -421346.656250 Penalty: 4030.752930
	Iteration 61Q: 3 clusters Score -421346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -421350.281250 Penalty: 4030.752930
	Iteration 62Q: 3 clusters Score -421350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -421350.656250 Penalty: 4030.752930
	Iteration 63Q: 3 clusters Score -421350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -421351.343750 Penalty: 4030.752930
	Iteration 64Q: 3 clusters Score -421351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -421352.625000 Penalty: 4030.752930
	Iteration 65Q: 3 clusters Score -421352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -421353.281250 Penalty: 4030.752930
	Iteration 66Q: 3 clusters Score -421353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -421353.437500 Penalty: 4030.752930
	Iteration 67Q: 3 clusters Score -421353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -421353.437500 Penalty: 4030.752930
	Iteration 68F: 3 clusters Score -421353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Entering Unmasked Estep 
Score: -932132.062500 Penalty: 2215.646973
	Iteration 0F: 2 clusters Score -932132.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -925968.500000 Penalty: 4431.293945
	Iteration 0F: 3 clusters Score -925968.5 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -927707.062500 Penalty: 4431.293945
	Iteration 1F: 3 clusters Score -927707.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -928140.250000 Penalty: 4431.293945
	Iteration 2F: 3 clusters Score -928140.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -928608.437500 Penalty: 4431.293945
	Iteration 3F: 3 clusters Score -928608.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -929022.625000 Penalty: 4431.293945
	Iteration 4F: 3 clusters Score -929022.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -929409.375000 Penalty: 4431.293945
	Iteration 5F: 3 clusters Score -929409.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -929769.000000 Penalty: 4431.293945
	Iteration 6F: 3 clusters Score -929769 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -930076.875000 Penalty: 4431.293945
	Iteration 7F: 3 clusters Score -930076.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -930285.312500 Penalty: 4431.293945
	Iteration 8Q: 3 clusters Score -930285.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -930453.812500 Penalty: 4431.293945
	Iteration 9Q: 3 clusters Score -930453.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -930568.250000 Penalty: 4431.293945
	Iteration 10Q: 3 clusters Score -930568.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -930667.125000 Penalty: 4431.293945
	Iteration 11Q: 3 clusters Score -930667.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -930738.437500 Penalty: 4431.293945
	Iteration 12Q: 3 clusters Score -930738.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -930785.875000 Penalty: 4431.293945
	Iteration 13Q: 3 clusters Score -930785.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -930833.687500 Penalty: 4431.293945
	Iteration 14Q: 3 clusters Score -930833.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -930857.875000 Penalty: 4431.293945
	Iteration 15Q: 3 clusters Score -930857.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -930880.312500 Penalty: 4431.293945
	Iteration 16Q: 3 clusters Score -930880.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -930903.500000 Penalty: 4431.293945
	Iteration 17Q: 3 clusters Score -930903.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -930913.062500 Penalty: 4431.293945
	Iteration 18Q: 3 clusters Score -930913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -930923.062500 Penalty: 4431.293945
	Iteration 19Q: 3 clusters Score -930923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -930928.812500 Penalty: 4431.293945
	Iteration 20F: 3 clusters Score -930928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -930932.500000 Penalty: 4431.293945
	Iteration 21Q: 3 clusters Score -930932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -930935.437500 Penalty: 4431.293945
	Iteration 22Q: 3 clusters Score -930935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -930936.000000 Penalty: 4431.293945
	Iteration 23Q: 3 clusters Score -930936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -930936.125000 Penalty: 4431.293945
	Iteration 24Q: 3 clusters Score -930936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -930936.125000 Penalty: 4431.293945
	Iteration 25F: 3 clusters Score -930936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -41563.550781 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -41563.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40266.835938 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -40266.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40419.222656 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -40419.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40472.640625 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -40472.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40498.101562 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -40498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40519.031250 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -40519.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40563.601562 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -40563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40576.031250 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -40576.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40606.742188 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -40606.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40622.703125 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -40622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40630.648438 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -40630.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40635.109375 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -40635.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40642.398438 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -40642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40644.187500 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -40644.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40644.187500 Penalty: 2970.524658
	Iteration 13F: 3 clusters Score -40644.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Entering Unmasked Estep 
Score: -5664217.000000 Penalty: 2649.820557
	Iteration 0F: 2 clusters Score -5664217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5634457.000000 Penalty: 5299.641113
	Iteration 0F: 3 clusters Score -5634457 nChanged 20193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5645605.000000 Penalty: 5299.641113
	Iteration 1F: 3 clusters Score -5645605 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -5646133.000000 Penalty: 5299.641113
	Iteration 2Q: 3 clusters Score -5646133 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5646794.000000 Penalty: 5299.641113
	Iteration 3Q: 3 clusters Score -5646794 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -5647673.500000 Penalty: 5299.641113
	Iteration 4Q: 3 clusters Score -5647674 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5648941.000000 Penalty: 5299.641113
	Iteration 5F: 3 clusters Score -5648941 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -5650924.500000 Penalty: 5299.641113
	Iteration 6F: 3 clusters Score -5650924 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -5653849.000000 Penalty: 5299.641113
	Iteration 7F: 3 clusters Score -5653849 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5657185.000000 Penalty: 5299.641113
	Iteration 8F: 3 clusters Score -5657185 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5659713.000000 Penalty: 5299.641113
	Iteration 9F: 3 clusters Score -5659713 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -5660986.000000 Penalty: 5299.641113
	Iteration 10Q: 3 clusters Score -5660986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -5661471.500000 Penalty: 5299.641113
	Iteration 11Q: 3 clusters Score -5661472 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -5661675.500000 Penalty: 5299.641113
	Iteration 12Q: 3 clusters Score -5661676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -5661768.500000 Penalty: 5299.641113
	Iteration 13Q: 3 clusters Score -5661768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5661830.500000 Penalty: 5299.641113
	Iteration 14Q: 3 clusters Score -5661830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -5661874.500000 Penalty: 5299.641113
	Iteration 15Q: 3 clusters Score -5661874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5661878.000000 Penalty: 5299.641113
	Iteration 16Q: 3 clusters Score -5661878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -5661888.000000 Penalty: 5299.641113
	Iteration 17Q: 3 clusters Score -5661888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5661896.000000 Penalty: 5299.641113
	Iteration 18Q: 3 clusters Score -5661896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -5661911.500000 Penalty: 5299.641113
	Iteration 19Q: 3 clusters Score -5661912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5661921.000000 Penalty: 5299.641113
	Iteration 20F: 3 clusters Score -5661921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5661917.000000 Penalty: 5299.641113
	Iteration 21Q: 3 clusters Score -5661917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5661917.000000 Penalty: 5299.641113
	Iteration 22F: 3 clusters Score -5661917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66581.695312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66581.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66869.992188 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66869.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67053.984375 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67053.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67223.851562 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67223.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67352.468750 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67352.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67514.742188 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67514.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67611.062500 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67611.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67658.406250 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67658.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67709.257812 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67709.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67736.437500 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -67736.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67760.554688 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -67760.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67774.445312 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -67774.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67793.710938 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -67793.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67798.640625 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -67798.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67804.242188 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -67804.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67809.468750 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -67809.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67809.468750 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -67809.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (185246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185246 members 
Entering Unmasked Estep 
Score: -23721934.000000 Penalty: 3008.101074
	Iteration 0F: 2 clusters Score -2.372193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -23600642.000000 Penalty: 6016.202148
	Iteration 0F: 3 clusters Score -2.360064e+07 nChanged 88779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -23652314.000000 Penalty: 6016.202148
	Iteration 1F: 3 clusters Score -2.365231e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 104442 members 
Entering Unmasked Estep 
Score: -23653770.000000 Penalty: 6016.202148
	Iteration 2Q: 3 clusters Score -2.365377e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -23656662.000000 Penalty: 6016.202148
	Iteration 3Q: 3 clusters Score -2.365666e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 122524 members 
Entering Unmasked Estep 
Score: -23662714.000000 Penalty: 6016.202148
	Iteration 4F: 3 clusters Score -2.366271e+07 nChanged 15518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -23674344.000000 Penalty: 6016.202148
	Iteration 5F: 3 clusters Score -2.367434e+07 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -23692548.000000 Penalty: 6016.202148
	Iteration 6F: 3 clusters Score -2.369255e+07 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -23709108.000000 Penalty: 6016.202148
	Iteration 7F: 3 clusters Score -2.370911e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 182372 members 
Entering Unmasked Estep 
Score: -23716566.000000 Penalty: 6016.202148
	Iteration 8Q: 3 clusters Score -2.371657e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 184670 members 
Entering Unmasked Estep 
Score: -23718644.000000 Penalty: 6016.202148
	Iteration 9Q: 3 clusters Score -2.371864e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185032 members 
Entering Unmasked Estep 
Score: -23719068.000000 Penalty: 6016.202148
	Iteration 10Q: 3 clusters Score -2.371907e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185080 members 
Entering Unmasked Estep 
Score: -23719196.000000 Penalty: 6016.202148
	Iteration 11Q: 3 clusters Score -2.37192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185091 members 
Entering Unmasked Estep 
Score: -23719226.000000 Penalty: 6016.202148
	Iteration 12Q: 3 clusters Score -2.371923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185095 members 
Entering Unmasked Estep 
Score: -23719248.000000 Penalty: 6016.202148
	Iteration 13Q: 3 clusters Score -2.371925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 185097 members 
Entering Unmasked Estep 
Score: -23719246.000000 Penalty: 6016.202148
	Iteration 14Q: 3 clusters Score -2.371925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185100 members 
Entering Unmasked Estep 
Score: -23719256.000000 Penalty: 6016.202148
	Iteration 15Q: 3 clusters Score -2.371926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -23719268.000000 Penalty: 6016.202148
	Iteration 16Q: 3 clusters Score -2.371927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185108 members 
Entering Unmasked Estep 
Score: -23719266.000000 Penalty: 6016.202148
	Iteration 17Q: 3 clusters Score -2.371927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185108 members 
Entering Unmasked Estep 
Score: -23719272.000000 Penalty: 6016.202148
	Iteration 18Q: 3 clusters Score -2.371927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185108 members 
Entering Unmasked Estep 
Score: -23719272.000000 Penalty: 6016.202148
	Iteration 19F: 3 clusters Score -2.371927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75181.421875 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75181.42 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75659.242188 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75659.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75922.210938 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75922.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76150.960938 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -76150.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76305.625000 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -76305.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76449.546875 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -76449.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76661.742188 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76661.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76843.960938 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76843.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76880.867188 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76880.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76897.023438 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -76897.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76908.898438 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -76908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76917.250000 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76917.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76919.718750 Penalty: 3250.750977
	Iteration 12F: 3 clusters Score -76919.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76963.445312 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76963.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77119.679688 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -77119.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77197.992188 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -77197.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77201.070312 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -77201.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77202.156250 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -77202.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77202.156250 Penalty: 3250.750977
	Iteration 18F: 3 clusters Score -77202.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 165965 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34497 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79199 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43685 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185246 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 18 contains 51021 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 22 contains 133573 members 
Mstep: Class 23 contains 15032 members 
Entering Unmasked Estep 
Score: -98287768.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98289192.000000 to -98287768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (51021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Entering Unmasked Estep 
Score: -6583298.000000 Penalty: 2688.318115
	Iteration 0F: 2 clusters Score -6583298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -6548999.000000 Penalty: 5376.636230
	Iteration 0F: 3 clusters Score -6548999 nChanged 23556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6561792.500000 Penalty: 5376.636230
	Iteration 1F: 3 clusters Score -6561792 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -6562235.000000 Penalty: 5376.636230
	Iteration 2Q: 3 clusters Score -6562235 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -6562703.000000 Penalty: 5376.636230
	Iteration 3Q: 3 clusters Score -6562703 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6563172.500000 Penalty: 5376.636230
	Iteration 4Q: 3 clusters Score -6563172 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -6563730.000000 Penalty: 5376.636230
	Iteration 5Q: 3 clusters Score -6563730 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6564323.000000 Penalty: 5376.636230
	Iteration 6Q: 3 clusters Score -6564323 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6565091.000000 Penalty: 5376.636230
	Iteration 7Q: 3 clusters Score -6565091 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -6566148.500000 Penalty: 5376.636230
	Iteration 8Q: 3 clusters Score -6566148 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -6567836.000000 Penalty: 5376.636230
	Iteration 9F: 3 clusters Score -6567836 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6570167.500000 Penalty: 5376.636230
	Iteration 10F: 3 clusters Score -6570168 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6572982.000000 Penalty: 5376.636230
	Iteration 11F: 3 clusters Score -6572982 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6575736.000000 Penalty: 5376.636230
	Iteration 12F: 3 clusters Score -6575736 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -6577573.500000 Penalty: 5376.636230
	Iteration 13Q: 3 clusters Score -6577574 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -6578352.000000 Penalty: 5376.636230
	Iteration 14Q: 3 clusters Score -6578352 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -6578752.000000 Penalty: 5376.636230
	Iteration 15Q: 3 clusters Score -6578752 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6579004.500000 Penalty: 5376.636230
	Iteration 16Q: 3 clusters Score -6579004 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -6579175.500000 Penalty: 5376.636230
	Iteration 17Q: 3 clusters Score -6579176 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6579268.500000 Penalty: 5376.636230
	Iteration 18Q: 3 clusters Score -6579268 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -6579403.500000 Penalty: 5376.636230
	Iteration 19Q: 3 clusters Score -6579404 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -6579523.000000 Penalty: 5376.636230
	Iteration 20F: 3 clusters Score -6579523 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -6579634.000000 Penalty: 5376.636230
	Iteration 21Q: 3 clusters Score -6579634 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6579787.500000 Penalty: 5376.636230
	Iteration 22Q: 3 clusters Score -6579788 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6579916.000000 Penalty: 5376.636230
	Iteration 23Q: 3 clusters Score -6579916 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -6580124.000000 Penalty: 5376.636230
	Iteration 24Q: 3 clusters Score -6580124 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -6580365.000000 Penalty: 5376.636230
	Iteration 25Q: 3 clusters Score -6580365 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -6580655.500000 Penalty: 5376.636230
	Iteration 26Q: 3 clusters Score -6580656 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -6580904.000000 Penalty: 5376.636230
	Iteration 27Q: 3 clusters Score -6580904 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -6581141.500000 Penalty: 5376.636230
	Iteration 28Q: 3 clusters Score -6581142 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -6581278.500000 Penalty: 5376.636230
	Iteration 29Q: 3 clusters Score -6581278 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6581398.500000 Penalty: 5376.636230
	Iteration 30Q: 3 clusters Score -6581398 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -6581456.500000 Penalty: 5376.636230
	Iteration 31Q: 3 clusters Score -6581456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6581491.500000 Penalty: 5376.636230
	Iteration 32Q: 3 clusters Score -6581492 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -6581533.000000 Penalty: 5376.636230
	Iteration 33Q: 3 clusters Score -6581533 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -6581591.500000 Penalty: 5376.636230
	Iteration 34Q: 3 clusters Score -6581592 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6581616.000000 Penalty: 5376.636230
	Iteration 35Q: 3 clusters Score -6581616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -6581657.500000 Penalty: 5376.636230
	Iteration 36Q: 3 clusters Score -6581658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6581680.500000 Penalty: 5376.636230
	Iteration 37Q: 3 clusters Score -6581680 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -6581722.000000 Penalty: 5376.636230
	Iteration 38Q: 3 clusters Score -6581722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -6581741.500000 Penalty: 5376.636230
	Iteration 39Q: 3 clusters Score -6581742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -6581802.500000 Penalty: 5376.636230
	Iteration 40F: 3 clusters Score -6581802 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -6581834.000000 Penalty: 5376.636230
	Iteration 41Q: 3 clusters Score -6581834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -6581836.000000 Penalty: 5376.636230
	Iteration 42Q: 3 clusters Score -6581836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -6581825.000000 Penalty: 5376.636230
	Iteration 43Q: 3 clusters Score -6581825 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6581842.000000 Penalty: 5376.636230
	Iteration 44Q: 3 clusters Score -6581842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6581838.500000 Penalty: 5376.636230
	Iteration 45Q: 3 clusters Score -6581838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -6581859.500000 Penalty: 5376.636230
	Iteration 46Q: 3 clusters Score -6581860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -6581860.500000 Penalty: 5376.636230
	Iteration 47Q: 3 clusters Score -6581860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -6581856.500000 Penalty: 5376.636230
	Iteration 48Q: 3 clusters Score -6581856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -6581866.500000 Penalty: 5376.636230
	Iteration 49Q: 3 clusters Score -6581866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -6581861.000000 Penalty: 5376.636230
	Iteration 50Q: 3 clusters Score -6581861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6581870.500000 Penalty: 5376.636230
	Iteration 51Q: 3 clusters Score -6581870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -6581864.000000 Penalty: 5376.636230
	Iteration 52Q: 3 clusters Score -6581864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6581877.000000 Penalty: 5376.636230
	Iteration 53Q: 3 clusters Score -6581877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -6581871.000000 Penalty: 5376.636230
	Iteration 54Q: 3 clusters Score -6581871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -6581868.500000 Penalty: 5376.636230
	Iteration 55Q: 3 clusters Score -6581868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -6581869.500000 Penalty: 5376.636230
	Iteration 56Q: 3 clusters Score -6581870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6581865.000000 Penalty: 5376.636230
	Iteration 57Q: 3 clusters Score -6581865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -6581875.500000 Penalty: 5376.636230
	Iteration 58Q: 3 clusters Score -6581876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -6581879.000000 Penalty: 5376.636230
	Iteration 59Q: 3 clusters Score -6581879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -6581878.500000 Penalty: 5376.636230
	Iteration 60F: 3 clusters Score -6581878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6581880.000000 Penalty: 5376.636230
	Iteration 61Q: 3 clusters Score -6581880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6581879.500000 Penalty: 5376.636230
	Iteration 62Q: 3 clusters Score -6581880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -6581870.000000 Penalty: 5376.636230
	Iteration 63Q: 3 clusters Score -6581870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -6581871.000000 Penalty: 5376.636230
	Iteration 64Q: 3 clusters Score -6581871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6581881.000000 Penalty: 5376.636230
	Iteration 65Q: 3 clusters Score -6581881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -6581874.000000 Penalty: 5376.636230
	Iteration 66Q: 3 clusters Score -6581874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -6581883.500000 Penalty: 5376.636230
	Iteration 67Q: 3 clusters Score -6581884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6581876.500000 Penalty: 5376.636230
	Iteration 68Q: 3 clusters Score -6581876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -6581881.500000 Penalty: 5376.636230
	Iteration 69Q: 3 clusters Score -6581882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -6581889.000000 Penalty: 5376.636230
	Iteration 70Q: 3 clusters Score -6581889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -6581887.500000 Penalty: 5376.636230
	Iteration 71Q: 3 clusters Score -6581888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -6581870.000000 Penalty: 5376.636230
	Iteration 72Q: 3 clusters Score -6581870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -6581871.500000 Penalty: 5376.636230
	Iteration 73Q: 3 clusters Score -6581872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -6581875.500000 Penalty: 5376.636230
	Iteration 74Q: 3 clusters Score -6581876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -6581879.000000 Penalty: 5376.636230
	Iteration 75Q: 3 clusters Score -6581879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -6581876.500000 Penalty: 5376.636230
	Iteration 76Q: 3 clusters Score -6581876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -6581875.500000 Penalty: 5376.636230
	Iteration 77Q: 3 clusters Score -6581876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6581873.500000 Penalty: 5376.636230
	Iteration 78Q: 3 clusters Score -6581874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -6581872.000000 Penalty: 5376.636230
	Iteration 79Q: 3 clusters Score -6581872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -6581872.000000 Penalty: 5376.636230
	Iteration 80F: 3 clusters Score -6581872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Entering Unmasked Estep 
Score: -1434423.125000 Penalty: 2326.093262
	Iteration 0F: 2 clusters Score -1434423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1425607.125000 Penalty: 4652.186523
	Iteration 0F: 3 clusters Score -1425607 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1428180.250000 Penalty: 4652.186523
	Iteration 1F: 3 clusters Score -1428180 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1428446.125000 Penalty: 4652.186523
	Iteration 2F: 3 clusters Score -1428446 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1428618.125000 Penalty: 4652.186523
	Iteration 3Q: 3 clusters Score -1428618 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1428755.625000 Penalty: 4652.186523
	Iteration 4Q: 3 clusters Score -1428756 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1428881.250000 Penalty: 4652.186523
	Iteration 5Q: 3 clusters Score -1428881 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1428998.875000 Penalty: 4652.186523
	Iteration 6Q: 3 clusters Score -1428999 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1429113.625000 Penalty: 4652.186523
	Iteration 7Q: 3 clusters Score -1429114 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1429250.250000 Penalty: 4652.186523
	Iteration 8Q: 3 clusters Score -1429250 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1429420.625000 Penalty: 4652.186523
	Iteration 9Q: 3 clusters Score -1429421 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1429651.875000 Penalty: 4652.186523
	Iteration 10Q: 3 clusters Score -1429652 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1429956.000000 Penalty: 4652.186523
	Iteration 11Q: 3 clusters Score -1429956 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1430277.875000 Penalty: 4652.186523
	Iteration 12Q: 3 clusters Score -1430278 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1430624.125000 Penalty: 4652.186523
	Iteration 13Q: 3 clusters Score -1430624 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1430969.375000 Penalty: 4652.186523
	Iteration 14Q: 3 clusters Score -1430969 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1431289.500000 Penalty: 4652.186523
	Iteration 15Q: 3 clusters Score -1431290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1431555.500000 Penalty: 4652.186523
	Iteration 16Q: 3 clusters Score -1431556 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1431797.250000 Penalty: 4652.186523
	Iteration 17Q: 3 clusters Score -1431797 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1431995.500000 Penalty: 4652.186523
	Iteration 18Q: 3 clusters Score -1431996 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1432141.750000 Penalty: 4652.186523
	Iteration 19Q: 3 clusters Score -1432142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1432249.000000 Penalty: 4652.186523
	Iteration 20F: 3 clusters Score -1432249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1432324.250000 Penalty: 4652.186523
	Iteration 21Q: 3 clusters Score -1432324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1432364.250000 Penalty: 4652.186523
	Iteration 22Q: 3 clusters Score -1432364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1432395.375000 Penalty: 4652.186523
	Iteration 23Q: 3 clusters Score -1432395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1432413.750000 Penalty: 4652.186523
	Iteration 24Q: 3 clusters Score -1432414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1432427.875000 Penalty: 4652.186523
	Iteration 25Q: 3 clusters Score -1432428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1432437.875000 Penalty: 4652.186523
	Iteration 26Q: 3 clusters Score -1432438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1432441.750000 Penalty: 4652.186523
	Iteration 27Q: 3 clusters Score -1432442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1432449.500000 Penalty: 4652.186523
	Iteration 28Q: 3 clusters Score -1432450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1432449.625000 Penalty: 4652.186523
	Iteration 29Q: 3 clusters Score -1432450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1432452.250000 Penalty: 4652.186523
	Iteration 30Q: 3 clusters Score -1432452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1432454.875000 Penalty: 4652.186523
	Iteration 31Q: 3 clusters Score -1432455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1432459.750000 Penalty: 4652.186523
	Iteration 32Q: 3 clusters Score -1432460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1432460.000000 Penalty: 4652.186523
	Iteration 33Q: 3 clusters Score -1432460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1432461.750000 Penalty: 4652.186523
	Iteration 34Q: 3 clusters Score -1432462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1432463.125000 Penalty: 4652.186523
	Iteration 35Q: 3 clusters Score -1432463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1432463.125000 Penalty: 4652.186523
	Iteration 36F: 3 clusters Score -1432463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (133573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133573 members 
Entering Unmasked Estep 
Score: -17090622.000000 Penalty: 2926.996094
	Iteration 0F: 2 clusters Score -1.709062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -17001346.000000 Penalty: 5853.992188
	Iteration 0F: 3 clusters Score -1.700135e+07 nChanged 63818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -17039414.000000 Penalty: 5853.992188
	Iteration 1F: 3 clusters Score -1.703941e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -17041268.000000 Penalty: 5853.992188
	Iteration 2Q: 3 clusters Score -1.704127e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -17043600.000000 Penalty: 5853.992188
	Iteration 3Q: 3 clusters Score -1.70436e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -17046932.000000 Penalty: 5853.992188
	Iteration 4F: 3 clusters Score -1.704693e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -17051852.000000 Penalty: 5853.992188
	Iteration 5F: 3 clusters Score -1.705185e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -17058878.000000 Penalty: 5853.992188
	Iteration 6F: 3 clusters Score -1.705888e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -17066620.000000 Penalty: 5853.992188
	Iteration 7F: 3 clusters Score -1.706662e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -17072240.000000 Penalty: 5853.992188
	Iteration 8F: 3 clusters Score -1.707224e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -17074392.000000 Penalty: 5853.992188
	Iteration 9Q: 3 clusters Score -1.707439e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -17075212.000000 Penalty: 5853.992188
	Iteration 10Q: 3 clusters Score -1.707521e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -17075752.000000 Penalty: 5853.992188
	Iteration 11Q: 3 clusters Score -1.707575e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -17076218.000000 Penalty: 5853.992188
	Iteration 12Q: 3 clusters Score -1.707622e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -17076626.000000 Penalty: 5853.992188
	Iteration 13Q: 3 clusters Score -1.707663e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -17077014.000000 Penalty: 5853.992188
	Iteration 14Q: 3 clusters Score -1.707701e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -17077510.000000 Penalty: 5853.992188
	Iteration 15Q: 3 clusters Score -1.707751e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -17077930.000000 Penalty: 5853.992188
	Iteration 16Q: 3 clusters Score -1.707793e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -17078240.000000 Penalty: 5853.992188
	Iteration 17Q: 3 clusters Score -1.707824e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -17078522.000000 Penalty: 5853.992188
	Iteration 18Q: 3 clusters Score -1.707852e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -17078942.000000 Penalty: 5853.992188
	Iteration 19Q: 3 clusters Score -1.707894e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -17079366.000000 Penalty: 5853.992188
	Iteration 20F: 3 clusters Score -1.707937e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -17079696.000000 Penalty: 5853.992188
	Iteration 21Q: 3 clusters Score -1.70797e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -17080102.000000 Penalty: 5853.992188
	Iteration 22Q: 3 clusters Score -1.70801e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -17080668.000000 Penalty: 5853.992188
	Iteration 23Q: 3 clusters Score -1.708067e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -17081162.000000 Penalty: 5853.992188
	Iteration 24Q: 3 clusters Score -1.708116e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -17081562.000000 Penalty: 5853.992188
	Iteration 25Q: 3 clusters Score -1.708156e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -17081984.000000 Penalty: 5853.992188
	Iteration 26Q: 3 clusters Score -1.708198e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -17082512.000000 Penalty: 5853.992188
	Iteration 27Q: 3 clusters Score -1.708251e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -17082918.000000 Penalty: 5853.992188
	Iteration 28Q: 3 clusters Score -1.708292e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 111995 members 
Entering Unmasked Estep 
Score: -17083404.000000 Penalty: 5853.992188
	Iteration 29Q: 3 clusters Score -1.70834e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -17083792.000000 Penalty: 5853.992188
	Iteration 30Q: 3 clusters Score -1.708379e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 114959 members 
Entering Unmasked Estep 
Score: -17084284.000000 Penalty: 5853.992188
	Iteration 31Q: 3 clusters Score -1.708428e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -17084788.000000 Penalty: 5853.992188
	Iteration 32Q: 3 clusters Score -1.708479e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 117710 members 
Entering Unmasked Estep 
Score: -17085094.000000 Penalty: 5853.992188
	Iteration 33Q: 3 clusters Score -1.708509e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -17085578.000000 Penalty: 5853.992188
	Iteration 34Q: 3 clusters Score -1.708558e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -17085972.000000 Penalty: 5853.992188
	Iteration 35Q: 3 clusters Score -1.708597e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -17086272.000000 Penalty: 5853.992188
	Iteration 36Q: 3 clusters Score -1.708627e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
Score: -17086548.000000 Penalty: 5853.992188
	Iteration 37Q: 3 clusters Score -1.708655e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 123023 members 
Entering Unmasked Estep 
Score: -17086788.000000 Penalty: 5853.992188
	Iteration 38Q: 3 clusters Score -1.708679e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -17086950.000000 Penalty: 5853.992188
	Iteration 39Q: 3 clusters Score -1.708695e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 124594 members 
Entering Unmasked Estep 
Score: -17087268.000000 Penalty: 5853.992188
	Iteration 40F: 3 clusters Score -1.708727e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -17087486.000000 Penalty: 5853.992188
	Iteration 41Q: 3 clusters Score -1.708749e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 125909 members 
Entering Unmasked Estep 
Score: -17087644.000000 Penalty: 5853.992188
	Iteration 42Q: 3 clusters Score -1.708764e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -17087764.000000 Penalty: 5853.992188
	Iteration 43Q: 3 clusters Score -1.708776e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -17087884.000000 Penalty: 5853.992188
	Iteration 44Q: 3 clusters Score -1.708788e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 127341 members 
Entering Unmasked Estep 
Score: -17088058.000000 Penalty: 5853.992188
	Iteration 45Q: 3 clusters Score -1.708806e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 127719 members 
Entering Unmasked Estep 
Score: -17088152.000000 Penalty: 5853.992188
	Iteration 46Q: 3 clusters Score -1.708815e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 128083 members 
Entering Unmasked Estep 
Score: -17088312.000000 Penalty: 5853.992188
	Iteration 47Q: 3 clusters Score -1.708831e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -17088304.000000 Penalty: 5853.992188
	Iteration 48Q: 3 clusters Score -1.70883e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -17088422.000000 Penalty: 5853.992188
	Iteration 49Q: 3 clusters Score -1.708842e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 128984 members 
Entering Unmasked Estep 
Score: -17088458.000000 Penalty: 5853.992188
	Iteration 50Q: 3 clusters Score -1.708846e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -17088484.000000 Penalty: 5853.992188
	Iteration 51Q: 3 clusters Score -1.708848e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -17088542.000000 Penalty: 5853.992188
	Iteration 52Q: 3 clusters Score -1.708854e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 129626 members 
Entering Unmasked Estep 
Score: -17088582.000000 Penalty: 5853.992188
	Iteration 53Q: 3 clusters Score -1.708858e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 129771 members 
Entering Unmasked Estep 
Score: -17088602.000000 Penalty: 5853.992188
	Iteration 54Q: 3 clusters Score -1.70886e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -17088660.000000 Penalty: 5853.992188
	Iteration 55Q: 3 clusters Score -1.708866e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 130014 members 
Entering Unmasked Estep 
Score: -17088680.000000 Penalty: 5853.992188
	Iteration 56Q: 3 clusters Score -1.708868e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 130099 members 
Entering Unmasked Estep 
Score: -17088726.000000 Penalty: 5853.992188
	Iteration 57Q: 3 clusters Score -1.708873e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 130165 members 
Entering Unmasked Estep 
Score: -17088722.000000 Penalty: 5853.992188
	Iteration 58Q: 3 clusters Score -1.708872e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 130222 members 
Entering Unmasked Estep 
Score: -17088726.000000 Penalty: 5853.992188
	Iteration 59Q: 3 clusters Score -1.708873e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -17088704.000000 Penalty: 5853.992188
	Iteration 60F: 3 clusters Score -1.70887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -17088736.000000 Penalty: 5853.992188
	Iteration 61Q: 3 clusters Score -1.708874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -17088724.000000 Penalty: 5853.992188
	Iteration 62Q: 3 clusters Score -1.708872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 130433 members 
Entering Unmasked Estep 
Score: -17088726.000000 Penalty: 5853.992188
	Iteration 63Q: 3 clusters Score -1.708873e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 130473 members 
Entering Unmasked Estep 
Score: -17088720.000000 Penalty: 5853.992188
	Iteration 64Q: 3 clusters Score -1.708872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 130508 members 
Entering Unmasked Estep 
Score: -17088730.000000 Penalty: 5853.992188
	Iteration 65Q: 3 clusters Score -1.708873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 130534 members 
Entering Unmasked Estep 
Score: -17088746.000000 Penalty: 5853.992188
	Iteration 66Q: 3 clusters Score -1.708875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 130558 members 
Entering Unmasked Estep 
Score: -17088758.000000 Penalty: 5853.992188
	Iteration 67Q: 3 clusters Score -1.708876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 130574 members 
Entering Unmasked Estep 
Score: -17088744.000000 Penalty: 5853.992188
	Iteration 68Q: 3 clusters Score -1.708874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 130599 members 
Entering Unmasked Estep 
Score: -17088752.000000 Penalty: 5853.992188
	Iteration 69Q: 3 clusters Score -1.708875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -17088748.000000 Penalty: 5853.992188
	Iteration 70Q: 3 clusters Score -1.708875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 130647 members 
Entering Unmasked Estep 
Score: -17088730.000000 Penalty: 5853.992188
	Iteration 71Q: 3 clusters Score -1.708873e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -17088762.000000 Penalty: 5853.992188
	Iteration 72Q: 3 clusters Score -1.708876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 130700 members 
Entering Unmasked Estep 
Score: -17088762.000000 Penalty: 5853.992188
	Iteration 73Q: 3 clusters Score -1.708876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -17088756.000000 Penalty: 5853.992188
	Iteration 74Q: 3 clusters Score -1.708876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -17088776.000000 Penalty: 5853.992188
	Iteration 75Q: 3 clusters Score -1.708878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -17088760.000000 Penalty: 5853.992188
	Iteration 76Q: 3 clusters Score -1.708876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -17088782.000000 Penalty: 5853.992188
	Iteration 77Q: 3 clusters Score -1.708878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 130771 members 
Entering Unmasked Estep 
Score: -17088790.000000 Penalty: 5853.992188
	Iteration 78Q: 3 clusters Score -1.708879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -17088784.000000 Penalty: 5853.992188
	Iteration 79Q: 3 clusters Score -1.708878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 130792 members 
Entering Unmasked Estep 
Score: -17088792.000000 Penalty: 5853.992188
	Iteration 80F: 3 clusters Score -1.708879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 130799 members 
Entering Unmasked Estep 
Score: -17088802.000000 Penalty: 5853.992188
	Iteration 81Q: 3 clusters Score -1.70888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 130808 members 
Entering Unmasked Estep 
Score: -17088796.000000 Penalty: 5853.992188
	Iteration 82Q: 3 clusters Score -1.70888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 130816 members 
Entering Unmasked Estep 
Score: -17088808.000000 Penalty: 5853.992188
	Iteration 83Q: 3 clusters Score -1.708881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -17088802.000000 Penalty: 5853.992188
	Iteration 84Q: 3 clusters Score -1.70888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -17088818.000000 Penalty: 5853.992188
	Iteration 85Q: 3 clusters Score -1.708882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -17088820.000000 Penalty: 5853.992188
	Iteration 86Q: 3 clusters Score -1.708882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -17088814.000000 Penalty: 5853.992188
	Iteration 87Q: 3 clusters Score -1.708881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -17088798.000000 Penalty: 5853.992188
	Iteration 88Q: 3 clusters Score -1.70888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 130873 members 
Entering Unmasked Estep 
Score: -17088800.000000 Penalty: 5853.992188
	Iteration 89Q: 3 clusters Score -1.70888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 130880 members 
Entering Unmasked Estep 
Score: -17088800.000000 Penalty: 5853.992188
	Iteration 90Q: 3 clusters Score -1.70888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 130888 members 
Entering Unmasked Estep 
Score: -17088802.000000 Penalty: 5853.992188
	Iteration 91Q: 3 clusters Score -1.70888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -17088822.000000 Penalty: 5853.992188
	Iteration 92Q: 3 clusters Score -1.708882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 130903 members 
Entering Unmasked Estep 
Score: -17088812.000000 Penalty: 5853.992188
	Iteration 93Q: 3 clusters Score -1.708881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -17088814.000000 Penalty: 5853.992188
	Iteration 94Q: 3 clusters Score -1.708881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 130910 members 
Entering Unmasked Estep 
Score: -17088806.000000 Penalty: 5853.992188
	Iteration 95Q: 3 clusters Score -1.708881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 130912 members 
Entering Unmasked Estep 
Score: -17088806.000000 Penalty: 5853.992188
	Iteration 96Q: 3 clusters Score -1.708881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 130911 members 
Entering Unmasked Estep 
Score: -17088804.000000 Penalty: 5853.992188
	Iteration 97Q: 3 clusters Score -1.70888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 130912 members 
Entering Unmasked Estep 
Score: -17088810.000000 Penalty: 5853.992188
	Iteration 98Q: 3 clusters Score -1.708881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 130913 members 
Entering Unmasked Estep 
Score: -17088806.000000 Penalty: 5853.992188
	Iteration 99Q: 3 clusters Score -1.708881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 130915 members 
Entering Unmasked Estep 
Score: -17088812.000000 Penalty: 5853.992188
	Iteration 100F: 3 clusters Score -1.708881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Entering Unmasked Estep 
Score: -1956446.625000 Penalty: 2385.248047
	Iteration 0F: 2 clusters Score -1956447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1945587.125000 Penalty: 4770.496094
	Iteration 0F: 3 clusters Score -1945587 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1949026.250000 Penalty: 4770.496094
	Iteration 1F: 3 clusters Score -1949026 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1949324.000000 Penalty: 4770.496094
	Iteration 2F: 3 clusters Score -1949324 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1949552.375000 Penalty: 4770.496094
	Iteration 3Q: 3 clusters Score -1949552 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1949734.375000 Penalty: 4770.496094
	Iteration 4Q: 3 clusters Score -1949734 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1949857.000000 Penalty: 4770.496094
	Iteration 5Q: 3 clusters Score -1949857 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1949973.000000 Penalty: 4770.496094
	Iteration 6Q: 3 clusters Score -1949973 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1950069.750000 Penalty: 4770.496094
	Iteration 7Q: 3 clusters Score -1950070 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1950186.875000 Penalty: 4770.496094
	Iteration 8Q: 3 clusters Score -1950187 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1950310.750000 Penalty: 4770.496094
	Iteration 9Q: 3 clusters Score -1950311 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1950488.750000 Penalty: 4770.496094
	Iteration 10Q: 3 clusters Score -1950489 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1950726.125000 Penalty: 4770.496094
	Iteration 11Q: 3 clusters Score -1950726 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1951026.750000 Penalty: 4770.496094
	Iteration 12Q: 3 clusters Score -1951027 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1951433.125000 Penalty: 4770.496094
	Iteration 13Q: 3 clusters Score -1951433 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1951935.500000 Penalty: 4770.496094
	Iteration 14Q: 3 clusters Score -1951936 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1952479.500000 Penalty: 4770.496094
	Iteration 15Q: 3 clusters Score -1952480 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1953010.375000 Penalty: 4770.496094
	Iteration 16Q: 3 clusters Score -1953010 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1953431.625000 Penalty: 4770.496094
	Iteration 17Q: 3 clusters Score -1953432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1953745.500000 Penalty: 4770.496094
	Iteration 18Q: 3 clusters Score -1953746 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1953947.375000 Penalty: 4770.496094
	Iteration 19Q: 3 clusters Score -1953947 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1954086.125000 Penalty: 4770.496094
	Iteration 20F: 3 clusters Score -1954086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1954184.625000 Penalty: 4770.496094
	Iteration 21Q: 3 clusters Score -1954185 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1954252.625000 Penalty: 4770.496094
	Iteration 22Q: 3 clusters Score -1954253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1954307.750000 Penalty: 4770.496094
	Iteration 23Q: 3 clusters Score -1954308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1954343.000000 Penalty: 4770.496094
	Iteration 24Q: 3 clusters Score -1954343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1954361.500000 Penalty: 4770.496094
	Iteration 25Q: 3 clusters Score -1954362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1954366.625000 Penalty: 4770.496094
	Iteration 26Q: 3 clusters Score -1954367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1954370.500000 Penalty: 4770.496094
	Iteration 27Q: 3 clusters Score -1954370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1954376.750000 Penalty: 4770.496094
	Iteration 28Q: 3 clusters Score -1954377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1954379.125000 Penalty: 4770.496094
	Iteration 29Q: 3 clusters Score -1954379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1954383.750000 Penalty: 4770.496094
	Iteration 30Q: 3 clusters Score -1954384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1954385.625000 Penalty: 4770.496094
	Iteration 31Q: 3 clusters Score -1954386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1954388.875000 Penalty: 4770.496094
	Iteration 32Q: 3 clusters Score -1954389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1954388.250000 Penalty: 4770.496094
	Iteration 33Q: 3 clusters Score -1954388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1954391.250000 Penalty: 4770.496094
	Iteration 34Q: 3 clusters Score -1954391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1954392.250000 Penalty: 4770.496094
	Iteration 35Q: 3 clusters Score -1954392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1954392.250000 Penalty: 4770.496094
	Iteration 36F: 3 clusters Score -1954392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 165965 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34497 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79199 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43685 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185246 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51021 members 
Mstep: Class 20 contains 11842 members 
Mstep: Class 22 contains 133573 members 
Mstep: Class 23 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289128.000000 Penalty: 60574.269531
Iteration 319Q: 19 clusters Score -9.828913e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 166012 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34512 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79186 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43691 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185316 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51032 members 
Mstep: Class 20 contains 11840 members 
Mstep: Class 22 contains 133433 members 
Mstep: Class 23 contains 15033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289128.000000 Penalty: 60574.269531
Iteration 320F: 19 clusters Score -9.828913e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 166044 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34528 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79177 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43705 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185397 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51034 members 
Mstep: Class 20 contains 11838 members 
Mstep: Class 22 contains 133294 members 
Mstep: Class 23 contains 15031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 19 clusters Score -9.828911e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 166081 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34546 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79160 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43719 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185478 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51044 members 
Mstep: Class 20 contains 11833 members 
Mstep: Class 22 contains 133153 members 
Mstep: Class 23 contains 15034 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 19 clusters Score -9.828918e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 166095 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34567 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79149 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43737 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185553 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51058 members 
Mstep: Class 20 contains 11829 members 
Mstep: Class 22 contains 133019 members 
Mstep: Class 23 contains 15035 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 19 clusters Score -9.82892e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 166105 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34579 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79137 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43766 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185636 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51064 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 22 contains 132877 members 
Mstep: Class 23 contains 15042 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 19 clusters Score -9.828894e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 166134 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34596 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79122 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43787 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185708 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51077 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 132731 members 
Mstep: Class 23 contains 15046 members 
Entering Unmasked Estep 
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Iteration 325Q: 19 clusters Score -9.82891e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 166174 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34608 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79112 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43805 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185795 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51076 members 
Mstep: Class 20 contains 11818 members 
Mstep: Class 22 contains 132581 members 
Mstep: Class 23 contains 15045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288968.000000 Penalty: 60574.269531
Iteration 326Q: 19 clusters Score -9.828897e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 166218 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34622 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79106 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43821 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185855 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51072 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 22 contains 132445 members 
Mstep: Class 23 contains 15047 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 19 clusters Score -9.828893e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 166267 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34640 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79107 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43839 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185899 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51073 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 22 contains 132286 members 
Mstep: Class 23 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288896.000000 Penalty: 60574.269531
Iteration 328Q: 19 clusters Score -9.82889e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 166323 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34653 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79109 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43850 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 185952 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51083 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 22 contains 132115 members 
Mstep: Class 23 contains 15063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 19 clusters Score -9.828896e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 166373 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34671 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79104 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43858 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186004 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51089 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 131962 members 
Mstep: Class 23 contains 15076 members 
Entering Unmasked Estep 
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Iteration 330Q: 19 clusters Score -9.82889e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 166410 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34684 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79090 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43869 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186075 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51107 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 22 contains 131813 members 
Mstep: Class 23 contains 15083 members 
Entering Unmasked Estep 
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Iteration 331Q: 19 clusters Score -9.828883e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 166450 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34709 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79072 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43882 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186142 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51121 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 22 contains 131647 members 
Mstep: Class 23 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 19 clusters Score -9.828901e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 166508 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34729 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79068 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43886 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186185 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51133 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 22 contains 131500 members 
Mstep: Class 23 contains 15103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288912.000000 Penalty: 60574.269531
Iteration 333Q: 19 clusters Score -9.828891e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 166562 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34745 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79058 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43886 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186232 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51132 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 22 contains 131373 members 
Mstep: Class 23 contains 15114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288944.000000 Penalty: 60574.269531
Iteration 334Q: 19 clusters Score -9.828894e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 166583 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34746 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79052 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43897 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186287 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51151 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 22 contains 131250 members 
Mstep: Class 23 contains 15119 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 335Q: 19 clusters Score -9.828894e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 166608 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34763 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79043 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43908 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186345 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51161 members 
Mstep: Class 20 contains 11820 members 
Mstep: Class 22 contains 131123 members 
Mstep: Class 23 contains 15118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98289096.000000 Penalty: 60574.269531
Iteration 336Q: 19 clusters Score -9.82891e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 166648 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34780 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79029 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43920 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186401 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51180 members 
Mstep: Class 20 contains 11818 members 
Mstep: Class 22 contains 130977 members 
Mstep: Class 23 contains 15122 members 
Entering Unmasked Estep 
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Iteration 337Q: 19 clusters Score -9.828905e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 166690 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34792 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79021 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43939 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186466 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51190 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 130817 members 
Mstep: Class 23 contains 15125 members 
Entering Unmasked Estep 
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Iteration 338Q: 19 clusters Score -9.82891e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 166727 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34801 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79016 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43954 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186514 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51202 members 
Mstep: Class 20 contains 11823 members 
Mstep: Class 22 contains 130684 members 
Mstep: Class 23 contains 15131 members 
Entering Unmasked Estep 
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Iteration 339Q: 19 clusters Score -9.828906e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 166745 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34809 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79013 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43969 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186551 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51220 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 22 contains 130567 members 
Mstep: Class 23 contains 15137 members 
Entering Unmasked Estep 
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Iteration 340F: 19 clusters Score -9.828881e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 166775 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34815 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 79010 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 43984 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186610 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51227 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 22 contains 130444 members 
Mstep: Class 23 contains 15139 members 
Entering Unmasked Estep 
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Iteration 341Q: 19 clusters Score -9.828877e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 166798 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34827 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78999 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44001 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186690 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51234 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 22 contains 130299 members 
Mstep: Class 23 contains 15142 members 
Entering Unmasked Estep 
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Iteration 342Q: 19 clusters Score -9.828869e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 166841 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34846 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78988 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44013 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186763 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51238 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 22 contains 130151 members 
Mstep: Class 23 contains 15141 members 
Entering Unmasked Estep 
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Iteration 343Q: 19 clusters Score -9.828878e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 166882 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34861 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78977 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44028 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186842 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51236 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 22 contains 130001 members 
Mstep: Class 23 contains 15144 members 
Entering Unmasked Estep 
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Iteration 344Q: 19 clusters Score -9.828877e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 166957 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34883 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78967 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44039 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186903 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51243 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 22 contains 129819 members 
Mstep: Class 23 contains 15148 members 
Entering Unmasked Estep 
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Iteration 345Q: 19 clusters Score -9.828885e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 167025 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34905 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78958 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44048 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 186966 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51245 members 
Mstep: Class 20 contains 11826 members 
Mstep: Class 22 contains 129649 members 
Mstep: Class 23 contains 15155 members 
Entering Unmasked Estep 
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Iteration 346Q: 19 clusters Score -9.828886e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 167083 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34934 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78943 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44058 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187025 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51247 members 
Mstep: Class 20 contains 11828 members 
Mstep: Class 22 contains 129471 members 
Mstep: Class 23 contains 15164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288880.000000 Penalty: 60574.269531
Iteration 347Q: 19 clusters Score -9.828888e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 167156 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34956 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78922 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44066 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187095 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51249 members 
Mstep: Class 20 contains 11829 members 
Mstep: Class 22 contains 129295 members 
Mstep: Class 23 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288736.000000 Penalty: 60574.269531
Iteration 348Q: 19 clusters Score -9.828874e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 167198 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 34985 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78908 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44080 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187172 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51249 members 
Mstep: Class 20 contains 11832 members 
Mstep: Class 22 contains 129124 members 
Mstep: Class 23 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288728.000000 Penalty: 60574.269531
Iteration 349Q: 19 clusters Score -9.828873e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 167229 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35023 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78892 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44088 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187254 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51263 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 22 contains 128948 members 
Mstep: Class 23 contains 15173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288800.000000 Penalty: 60574.269531
Iteration 350Q: 19 clusters Score -9.82888e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 167266 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35055 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78878 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 44092 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187354 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51284 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 22 contains 128751 members 
Mstep: Class 23 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288752.000000 Penalty: 60574.269531
Iteration 351Q: 19 clusters Score -9.828875e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 167310 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35085 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78865 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 398 members 
Mstep: Class 11 contains 44092 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187432 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51309 members 
Mstep: Class 20 contains 11837 members 
Mstep: Class 22 contains 128559 members 
Mstep: Class 23 contains 15167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288760.000000 Penalty: 60574.269531
Iteration 352Q: 19 clusters Score -9.828876e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 167343 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35105 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78843 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44102 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187525 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51335 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 22 contains 128363 members 
Mstep: Class 23 contains 15166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288720.000000 Penalty: 60574.269531
Iteration 353Q: 19 clusters Score -9.828872e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 167370 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35128 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78835 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7594 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44112 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187626 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51358 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 22 contains 128158 members 
Mstep: Class 23 contains 15166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288640.000000 Penalty: 60574.269531
Iteration 354Q: 19 clusters Score -9.828864e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 167424 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35158 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78829 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7595 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44113 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187711 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51382 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 22 contains 127947 members 
Mstep: Class 23 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288768.000000 Penalty: 60574.269531
Iteration 355Q: 19 clusters Score -9.828877e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 167470 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35173 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78817 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44124 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187809 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51399 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 22 contains 127751 members 
Mstep: Class 23 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288776.000000 Penalty: 60574.269531
Iteration 356Q: 19 clusters Score -9.828878e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 167533 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35185 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78803 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44126 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 187916 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51409 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 22 contains 127556 members 
Mstep: Class 23 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288776.000000 Penalty: 60574.269531
Iteration 357Q: 19 clusters Score -9.828878e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 167594 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35192 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78792 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44138 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188019 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51424 members 
Mstep: Class 20 contains 11832 members 
Mstep: Class 22 contains 127351 members 
Mstep: Class 23 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288880.000000 Penalty: 60574.269531
Iteration 358Q: 19 clusters Score -9.828888e+07 nChanged 407
Entering ConstructFrom: 
Score: -98288880.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (47659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Entering Unmasked Estep 
Score: -6165161.500000 Penalty: 2671.413086
	Iteration 0F: 2 clusters Score -6165162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -6132996.500000 Penalty: 5342.826172
	Iteration 0F: 3 clusters Score -6132996 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6145203.000000 Penalty: 5342.826172
	Iteration 1F: 3 clusters Score -6145203 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -6145790.000000 Penalty: 5342.826172
	Iteration 2Q: 3 clusters Score -6145790 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -6146394.000000 Penalty: 5342.826172
	Iteration 3Q: 3 clusters Score -6146394 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -6147126.500000 Penalty: 5342.826172
	Iteration 4Q: 3 clusters Score -6147126 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6148026.000000 Penalty: 5342.826172
	Iteration 5Q: 3 clusters Score -6148026 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -6149268.500000 Penalty: 5342.826172
	Iteration 6Q: 3 clusters Score -6149268 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6150692.000000 Penalty: 5342.826172
	Iteration 7F: 3 clusters Score -6150692 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6152545.500000 Penalty: 5342.826172
	Iteration 8F: 3 clusters Score -6152546 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -6154370.000000 Penalty: 5342.826172
	Iteration 9F: 3 clusters Score -6154370 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -6155876.000000 Penalty: 5342.826172
	Iteration 10F: 3 clusters Score -6155876 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6156746.500000 Penalty: 5342.826172
	Iteration 11Q: 3 clusters Score -6156746 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -6157263.500000 Penalty: 5342.826172
	Iteration 12Q: 3 clusters Score -6157264 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -6157587.500000 Penalty: 5342.826172
	Iteration 13Q: 3 clusters Score -6157588 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6157882.000000 Penalty: 5342.826172
	Iteration 14Q: 3 clusters Score -6157882 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6158320.500000 Penalty: 5342.826172
	Iteration 15Q: 3 clusters Score -6158320 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -6158846.000000 Penalty: 5342.826172
	Iteration 16Q: 3 clusters Score -6158846 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -6159422.500000 Penalty: 5342.826172
	Iteration 17Q: 3 clusters Score -6159422 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -6159837.000000 Penalty: 5342.826172
	Iteration 18Q: 3 clusters Score -6159837 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -6160158.000000 Penalty: 5342.826172
	Iteration 19Q: 3 clusters Score -6160158 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -6160385.000000 Penalty: 5342.826172
	Iteration 20F: 3 clusters Score -6160385 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -6160469.500000 Penalty: 5342.826172
	Iteration 21Q: 3 clusters Score -6160470 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -6160563.500000 Penalty: 5342.826172
	Iteration 22Q: 3 clusters Score -6160564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -6160636.500000 Penalty: 5342.826172
	Iteration 23Q: 3 clusters Score -6160636 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -6160673.000000 Penalty: 5342.826172
	Iteration 24Q: 3 clusters Score -6160673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -6160680.500000 Penalty: 5342.826172
	Iteration 25Q: 3 clusters Score -6160680 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -6160717.000000 Penalty: 5342.826172
	Iteration 26Q: 3 clusters Score -6160717 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6160751.000000 Penalty: 5342.826172
	Iteration 27Q: 3 clusters Score -6160751 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -6160769.500000 Penalty: 5342.826172
	Iteration 28Q: 3 clusters Score -6160770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -6160773.500000 Penalty: 5342.826172
	Iteration 29Q: 3 clusters Score -6160774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -6160802.500000 Penalty: 5342.826172
	Iteration 30Q: 3 clusters Score -6160802 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6160828.500000 Penalty: 5342.826172
	Iteration 31Q: 3 clusters Score -6160828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -6160819.000000 Penalty: 5342.826172
	Iteration 32Q: 3 clusters Score -6160819 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -6160839.000000 Penalty: 5342.826172
	Iteration 33Q: 3 clusters Score -6160839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -6160855.500000 Penalty: 5342.826172
	Iteration 34Q: 3 clusters Score -6160856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -6160862.500000 Penalty: 5342.826172
	Iteration 35Q: 3 clusters Score -6160862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -6160851.000000 Penalty: 5342.826172
	Iteration 36Q: 3 clusters Score -6160851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -6160845.500000 Penalty: 5342.826172
	Iteration 37Q: 3 clusters Score -6160846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -6160858.500000 Penalty: 5342.826172
	Iteration 38Q: 3 clusters Score -6160858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -6160868.000000 Penalty: 5342.826172
	Iteration 39Q: 3 clusters Score -6160868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -6160865.000000 Penalty: 5342.826172
	Iteration 40F: 3 clusters Score -6160865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6160879.000000 Penalty: 5342.826172
	Iteration 41Q: 3 clusters Score -6160879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -6160873.000000 Penalty: 5342.826172
	Iteration 42Q: 3 clusters Score -6160873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -6160886.000000 Penalty: 5342.826172
	Iteration 43Q: 3 clusters Score -6160886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -6160867.000000 Penalty: 5342.826172
	Iteration 44Q: 3 clusters Score -6160867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -6160880.500000 Penalty: 5342.826172
	Iteration 45Q: 3 clusters Score -6160880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -6160866.500000 Penalty: 5342.826172
	Iteration 46Q: 3 clusters Score -6160866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6160874.500000 Penalty: 5342.826172
	Iteration 47Q: 3 clusters Score -6160874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -6160874.000000 Penalty: 5342.826172
	Iteration 48Q: 3 clusters Score -6160874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -6160881.000000 Penalty: 5342.826172
	Iteration 49Q: 3 clusters Score -6160881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6160876.500000 Penalty: 5342.826172
	Iteration 50Q: 3 clusters Score -6160876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -6160889.000000 Penalty: 5342.826172
	Iteration 51Q: 3 clusters Score -6160889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -6160889.500000 Penalty: 5342.826172
	Iteration 52Q: 3 clusters Score -6160890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -6160892.500000 Penalty: 5342.826172
	Iteration 53Q: 3 clusters Score -6160892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -6160885.000000 Penalty: 5342.826172
	Iteration 54Q: 3 clusters Score -6160885 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -6160903.000000 Penalty: 5342.826172
	Iteration 55Q: 3 clusters Score -6160903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -6160906.500000 Penalty: 5342.826172
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6160894 nChanged 60
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Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6160892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6160904 nChanged 58
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Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6160910 nChanged 76
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Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6160919 nChanged 82
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Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 9853 members 
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Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 9756 members 
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Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 9673 members 
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Mstep: Class 1 contains 38081 members 
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Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 9460 members 
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Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 9330 members 
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Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 9177 members 
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Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38790 members 
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Mstep: Class 1 contains 38930 members 
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Mstep: Class 1 contains 39061 members 
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Mstep: Class 1 contains 39191 members 
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Mstep: Class 1 contains 39328 members 
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Mstep: Class 1 contains 39478 members 
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Mstep: Class 1 contains 39622 members 
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Mstep: Class 1 contains 39777 members 
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Mstep: Class 1 contains 39930 members 
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Mstep: Class 1 contains 40078 members 
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Mstep: Class 1 contains 40240 members 
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Mstep: Class 1 contains 40583 members 
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Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 6889 members 
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Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 6463 members 
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Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 6254 members 
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Mstep: Class 1 contains 41586 members 
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Mstep: Class 1 contains 41768 members 
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Mstep: Class 1 contains 41941 members 
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Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 5557 members 
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Mstep: Class 1 contains 42261 members 
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Mstep: Class 1 contains 42421 members 
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Mstep: Class 1 contains 42582 members 
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Mstep: Class 1 contains 42745 members 
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Mstep: Class 1 contains 42885 members 
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Mstep: Class 1 contains 43044 members 
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Mstep: Class 1 contains 43197 members 
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Mstep: Class 1 contains 43331 members 
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Mstep: Class 1 contains 43456 members 
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	Iteration 120F: 3 clusters Score -6162390 nChanged 99
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	Iteration 121Q: 3 clusters Score -6162432 nChanged 79
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Mstep: Class 1 contains 45440 members 
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Mstep: Class 2 contains 1917 members 
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	Iteration 140F: 3 clusters Score -6162700 nChanged 26
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	Iteration 145Q: 3 clusters Score -6162741 nChanged 14
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	Iteration 148Q: 3 clusters Score -6162740 nChanged 10
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	Iteration 149Q: 3 clusters Score -6162750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6162758.500000 Penalty: 5342.826172
	Iteration 150Q: 3 clusters Score -6162758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6162756.500000 Penalty: 5342.826172
	Iteration 151Q: 3 clusters Score -6162756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6162776.500000 Penalty: 5342.826172
	Iteration 152Q: 3 clusters Score -6162776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6162777.000000 Penalty: 5342.826172
	Iteration 153Q: 3 clusters Score -6162777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6162777.500000 Penalty: 5342.826172
	Iteration 154Q: 3 clusters Score -6162778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6162776.000000 Penalty: 5342.826172
	Iteration 155Q: 3 clusters Score -6162776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6162783.000000 Penalty: 5342.826172
	Iteration 156Q: 3 clusters Score -6162783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6162783.000000 Penalty: 5342.826172
	Iteration 157Q: 3 clusters Score -6162783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6162780.000000 Penalty: 5342.826172
	Iteration 158Q: 3 clusters Score -6162780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6162792.000000 Penalty: 5342.826172
	Iteration 159Q: 3 clusters Score -6162792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6162792.500000 Penalty: 5342.826172
	Iteration 160F: 3 clusters Score -6162792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6162793.500000 Penalty: 5342.826172
	Iteration 161Q: 3 clusters Score -6162794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6162789.500000 Penalty: 5342.826172
	Iteration 162Q: 3 clusters Score -6162790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6162797.000000 Penalty: 5342.826172
	Iteration 163Q: 3 clusters Score -6162797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6162801.000000 Penalty: 5342.826172
	Iteration 164Q: 3 clusters Score -6162801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6162803.500000 Penalty: 5342.826172
	Iteration 165Q: 3 clusters Score -6162804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6162815.500000 Penalty: 5342.826172
	Iteration 166Q: 3 clusters Score -6162816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6162818.500000 Penalty: 5342.826172
	Iteration 167Q: 3 clusters Score -6162818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6162822.500000 Penalty: 5342.826172
	Iteration 168Q: 3 clusters Score -6162822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6162824.000000 Penalty: 5342.826172
	Iteration 169Q: 3 clusters Score -6162824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6162819.500000 Penalty: 5342.826172
	Iteration 170Q: 3 clusters Score -6162820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6162836.500000 Penalty: 5342.826172
	Iteration 171Q: 3 clusters Score -6162836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6162855.000000 Penalty: 5342.826172
	Iteration 172Q: 3 clusters Score -6162855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6162847.500000 Penalty: 5342.826172
	Iteration 173Q: 3 clusters Score -6162848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6162851.000000 Penalty: 5342.826172
	Iteration 174Q: 3 clusters Score -6162851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6162854.500000 Penalty: 5342.826172
	Iteration 175Q: 3 clusters Score -6162854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6162856.500000 Penalty: 5342.826172
	Iteration 176Q: 3 clusters Score -6162856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6162860.500000 Penalty: 5342.826172
	Iteration 177Q: 3 clusters Score -6162860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6162868.000000 Penalty: 5342.826172
	Iteration 178Q: 3 clusters Score -6162868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6162865.500000 Penalty: 5342.826172
	Iteration 179Q: 3 clusters Score -6162866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6162872.500000 Penalty: 5342.826172
	Iteration 180F: 3 clusters Score -6162872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6162872.000000 Penalty: 5342.826172
	Iteration 181Q: 3 clusters Score -6162872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6162875.000000 Penalty: 5342.826172
	Iteration 182Q: 3 clusters Score -6162875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6162876.500000 Penalty: 5342.826172
	Iteration 183Q: 3 clusters Score -6162876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6162880.500000 Penalty: 5342.826172
	Iteration 184Q: 3 clusters Score -6162880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6162886.500000 Penalty: 5342.826172
	Iteration 185Q: 3 clusters Score -6162886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6162885.500000 Penalty: 5342.826172
	Iteration 186Q: 3 clusters Score -6162886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6162886.500000 Penalty: 5342.826172
	Iteration 187Q: 3 clusters Score -6162886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6162898.500000 Penalty: 5342.826172
	Iteration 188Q: 3 clusters Score -6162898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6162893.000000 Penalty: 5342.826172
	Iteration 189Q: 3 clusters Score -6162893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6162894.000000 Penalty: 5342.826172
	Iteration 190Q: 3 clusters Score -6162894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6162904.000000 Penalty: 5342.826172
	Iteration 191Q: 3 clusters Score -6162904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6162898.500000 Penalty: 5342.826172
	Iteration 192Q: 3 clusters Score -6162898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6162906.500000 Penalty: 5342.826172
	Iteration 193Q: 3 clusters Score -6162906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6162906.000000 Penalty: 5342.826172
	Iteration 194Q: 3 clusters Score -6162906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6162906.500000 Penalty: 5342.826172
	Iteration 195Q: 3 clusters Score -6162906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6162914.500000 Penalty: 5342.826172
	Iteration 196Q: 3 clusters Score -6162914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6162914.500000 Penalty: 5342.826172
	Iteration 197F: 3 clusters Score -6162914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167628 members 
Entering Unmasked Estep 
Score: -21472318.000000 Penalty: 2983.316650
	Iteration 0F: 2 clusters Score -2.147232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -21362162.000000 Penalty: 5966.633301
	Iteration 0F: 3 clusters Score -2.136216e+07 nChanged 80273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -21408846.000000 Penalty: 5966.633301
	Iteration 1F: 3 clusters Score -2.140885e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 73566 members 
Entering Unmasked Estep 
Score: -21410518.000000 Penalty: 5966.633301
	Iteration 2Q: 3 clusters Score -2.141052e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -21413356.000000 Penalty: 5966.633301
	Iteration 3Q: 3 clusters Score -2.141336e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -21418204.000000 Penalty: 5966.633301
	Iteration 4F: 3 clusters Score -2.14182e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -21427144.000000 Penalty: 5966.633301
	Iteration 5F: 3 clusters Score -2.142714e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135176 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -21440292.000000 Penalty: 5966.633301
	Iteration 6F: 3 clusters Score -2.144029e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149376 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -21454162.000000 Penalty: 5966.633301
	Iteration 7F: 3 clusters Score -2.145416e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -21463444.000000 Penalty: 5966.633301
	Iteration 8F: 3 clusters Score -2.146344e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164546 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -21467324.000000 Penalty: 5966.633301
	Iteration 9Q: 3 clusters Score -2.146732e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21468766.000000 Penalty: 5966.633301
	Iteration 10Q: 3 clusters Score -2.146877e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21469240.000000 Penalty: 5966.633301
	Iteration 11Q: 3 clusters Score -2.146924e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21469460.000000 Penalty: 5966.633301
	Iteration 12Q: 3 clusters Score -2.146946e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21469566.000000 Penalty: 5966.633301
	Iteration 13Q: 3 clusters Score -2.146957e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167293 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21469606.000000 Penalty: 5966.633301
	Iteration 14Q: 3 clusters Score -2.146961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21469626.000000 Penalty: 5966.633301
	Iteration 15Q: 3 clusters Score -2.146963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21469666.000000 Penalty: 5966.633301
	Iteration 16Q: 3 clusters Score -2.146967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21469660.000000 Penalty: 5966.633301
	Iteration 17Q: 3 clusters Score -2.146966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21469662.000000 Penalty: 5966.633301
	Iteration 18Q: 3 clusters Score -2.146966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21469666.000000 Penalty: 5966.633301
	Iteration 19Q: 3 clusters Score -2.146967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21469666.000000 Penalty: 5966.633301
	Iteration 20F: 3 clusters Score -2.146967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21469680.000000 Penalty: 5966.633301
	Iteration 21Q: 3 clusters Score -2.146968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167317 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21469678.000000 Penalty: 5966.633301
	Iteration 22Q: 3 clusters Score -2.146968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167318 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21469692.000000 Penalty: 5966.633301
	Iteration 23Q: 3 clusters Score -2.146969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21469694.000000 Penalty: 5966.633301
	Iteration 24Q: 3 clusters Score -2.146969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21469694.000000 Penalty: 5966.633301
	Iteration 25F: 3 clusters Score -2.146969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -74238.570312 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -74238.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72596.781250 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -72596.78 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72790.718750 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -72790.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72852.054688 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -72852.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72906.585938 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -72906.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72929.125000 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -72929.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72937.492188 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -72937.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72946.039062 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -72946.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72950.976562 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -72950.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -72961.414062 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -72961.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72975.085938 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -72975.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72984.070312 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -72984.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72989.812500 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -72989.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72992.226562 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -72992.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72995.304688 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -72995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72999.453125 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -72999.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73003.640625 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -73003.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73008.671875 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -73008.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73009.937500 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -73009.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73012.460938 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -73012.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73019.125000 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -73019.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73019.125000 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -73019.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 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 254 members 
Entering Unmasked Estep 
Score: -45923.941406 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45923.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46242.167969 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46242.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46467.691406 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46467.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46645.160156 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46645.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46797.722656 Penalty: 3058.047119
	Iteration 4F: 3 clusters Score -46797.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46919.195312 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46983.546875 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46983.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47053.082031 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -47053.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47090.046875 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47090.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47117.675781 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47117.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47154.058594 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47154.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47195.218750 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -47195.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47204.859375 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -47204.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47206.722656 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -47206.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47206.722656 Penalty: 3058.047119
	Iteration 14F: 3 clusters Score -47206.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Entering Unmasked Estep 
Score: -4561202.000000 Penalty: 2596.305176
	Iteration 0F: 2 clusters Score -4561202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4537268.000000 Penalty: 5192.610352
	Iteration 0F: 3 clusters Score -4537268 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4545967.000000 Penalty: 5192.610352
	Iteration 1F: 3 clusters Score -4545967 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4546435.500000 Penalty: 5192.610352
	Iteration 2Q: 3 clusters Score -4546436 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4546808.500000 Penalty: 5192.610352
	Iteration 3Q: 3 clusters Score -4546808 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4547126.000000 Penalty: 5192.610352
	Iteration 4Q: 3 clusters Score -4547126 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4547440.000000 Penalty: 5192.610352
	Iteration 5Q: 3 clusters Score -4547440 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4547777.000000 Penalty: 5192.610352
	Iteration 6Q: 3 clusters Score -4547777 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4548213.000000 Penalty: 5192.610352
	Iteration 7Q: 3 clusters Score -4548213 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4548748.500000 Penalty: 5192.610352
	Iteration 8Q: 3 clusters Score -4548748 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4549530.000000 Penalty: 5192.610352
	Iteration 9Q: 3 clusters Score -4549530 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -4550612.000000 Penalty: 5192.610352
	Iteration 10Q: 3 clusters Score -4550612 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4551964.000000 Penalty: 5192.610352
	Iteration 11F: 3 clusters Score -4551964 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4553409.500000 Penalty: 5192.610352
	Iteration 12F: 3 clusters Score -4553410 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4554745.000000 Penalty: 5192.610352
	Iteration 13Q: 3 clusters Score -4554745 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4555938.500000 Penalty: 5192.610352
	Iteration 14Q: 3 clusters Score -4555938 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4556773.000000 Penalty: 5192.610352
	Iteration 15Q: 3 clusters Score -4556773 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4557358.500000 Penalty: 5192.610352
	Iteration 16Q: 3 clusters Score -4557358 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4557752.500000 Penalty: 5192.610352
	Iteration 17Q: 3 clusters Score -4557752 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -4558025.500000 Penalty: 5192.610352
	Iteration 18Q: 3 clusters Score -4558026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4558185.000000 Penalty: 5192.610352
	Iteration 19Q: 3 clusters Score -4558185 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4558331.000000 Penalty: 5192.610352
	Iteration 20F: 3 clusters Score -4558331 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4558403.500000 Penalty: 5192.610352
	Iteration 21Q: 3 clusters Score -4558404 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4558472.500000 Penalty: 5192.610352
	Iteration 22Q: 3 clusters Score -4558472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4558517.500000 Penalty: 5192.610352
	Iteration 23Q: 3 clusters Score -4558518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4558535.500000 Penalty: 5192.610352
	Iteration 24Q: 3 clusters Score -4558536 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4558566.000000 Penalty: 5192.610352
	Iteration 25Q: 3 clusters Score -4558566 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4558584.500000 Penalty: 5192.610352
	Iteration 26Q: 3 clusters Score -4558584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4558615.000000 Penalty: 5192.610352
	Iteration 27Q: 3 clusters Score -4558615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4558632.000000 Penalty: 5192.610352
	Iteration 28Q: 3 clusters Score -4558632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4558644.500000 Penalty: 5192.610352
	Iteration 29Q: 3 clusters Score -4558644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4558660.500000 Penalty: 5192.610352
	Iteration 30Q: 3 clusters Score -4558660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4558663.500000 Penalty: 5192.610352
	Iteration 31Q: 3 clusters Score -4558664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4558685.500000 Penalty: 5192.610352
	Iteration 32Q: 3 clusters Score -4558686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4558697.000000 Penalty: 5192.610352
	Iteration 33Q: 3 clusters Score -4558697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4558714.000000 Penalty: 5192.610352
	Iteration 34Q: 3 clusters Score -4558714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4558734.500000 Penalty: 5192.610352
	Iteration 35Q: 3 clusters Score -4558734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4558747.000000 Penalty: 5192.610352
	Iteration 36Q: 3 clusters Score -4558747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4558756.500000 Penalty: 5192.610352
	Iteration 37Q: 3 clusters Score -4558756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4558751.500000 Penalty: 5192.610352
	Iteration 38Q: 3 clusters Score -4558752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4558762.000000 Penalty: 5192.610352
	Iteration 39Q: 3 clusters Score -4558762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4558773.500000 Penalty: 5192.610352
	Iteration 40F: 3 clusters Score -4558774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4558787.500000 Penalty: 5192.610352
	Iteration 41Q: 3 clusters Score -4558788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4558789.000000 Penalty: 5192.610352
	Iteration 42Q: 3 clusters Score -4558789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -4558794.000000 Penalty: 5192.610352
	Iteration 43Q: 3 clusters Score -4558794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4558803.000000 Penalty: 5192.610352
	Iteration 44Q: 3 clusters Score -4558803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4558813.500000 Penalty: 5192.610352
	Iteration 45Q: 3 clusters Score -4558814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4558826.500000 Penalty: 5192.610352
	Iteration 46Q: 3 clusters Score -4558826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4558836.000000 Penalty: 5192.610352
	Iteration 47Q: 3 clusters Score -4558836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4558833.500000 Penalty: 5192.610352
	Iteration 48Q: 3 clusters Score -4558834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4558836.000000 Penalty: 5192.610352
	Iteration 49Q: 3 clusters Score -4558836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4558846.000000 Penalty: 5192.610352
	Iteration 50Q: 3 clusters Score -4558846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4558853.500000 Penalty: 5192.610352
	Iteration 51Q: 3 clusters Score -4558854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4558854.000000 Penalty: 5192.610352
	Iteration 52Q: 3 clusters Score -4558854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4558861.000000 Penalty: 5192.610352
	Iteration 53Q: 3 clusters Score -4558861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4558863.500000 Penalty: 5192.610352
	Iteration 54Q: 3 clusters Score -4558864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4558865.000000 Penalty: 5192.610352
	Iteration 55Q: 3 clusters Score -4558865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4558868.000000 Penalty: 5192.610352
	Iteration 56Q: 3 clusters Score -4558868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4558873.500000 Penalty: 5192.610352
	Iteration 57Q: 3 clusters Score -4558874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4558874.000000 Penalty: 5192.610352
	Iteration 58Q: 3 clusters Score -4558874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4558873.000000 Penalty: 5192.610352
	Iteration 59Q: 3 clusters Score -4558873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4558881.500000 Penalty: 5192.610352
	Iteration 60F: 3 clusters Score -4558882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4558882.500000 Penalty: 5192.610352
	Iteration 61Q: 3 clusters Score -4558882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4558886.000000 Penalty: 5192.610352
	Iteration 62Q: 3 clusters Score -4558886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4558895.000000 Penalty: 5192.610352
	Iteration 63Q: 3 clusters Score -4558895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4558893.000000 Penalty: 5192.610352
	Iteration 64Q: 3 clusters Score -4558893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4558903.500000 Penalty: 5192.610352
	Iteration 65Q: 3 clusters Score -4558904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4558897.500000 Penalty: 5192.610352
	Iteration 66Q: 3 clusters Score -4558898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4558905.000000 Penalty: 5192.610352
	Iteration 67Q: 3 clusters Score -4558905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4558908.000000 Penalty: 5192.610352
	Iteration 68Q: 3 clusters Score -4558908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4558910.500000 Penalty: 5192.610352
	Iteration 69Q: 3 clusters Score -4558910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4558919.000000 Penalty: 5192.610352
	Iteration 70Q: 3 clusters Score -4558919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4558920.500000 Penalty: 5192.610352
	Iteration 71Q: 3 clusters Score -4558920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4558927.000000 Penalty: 5192.610352
	Iteration 72Q: 3 clusters Score -4558927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4558927.000000 Penalty: 5192.610352
	Iteration 73Q: 3 clusters Score -4558927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4558930.000000 Penalty: 5192.610352
	Iteration 74Q: 3 clusters Score -4558930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4558930.000000 Penalty: 5192.610352
	Iteration 75Q: 3 clusters Score -4558930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4558928.000000 Penalty: 5192.610352
	Iteration 76Q: 3 clusters Score -4558928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4558926.500000 Penalty: 5192.610352
	Iteration 77Q: 3 clusters Score -4558926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4558925.500000 Penalty: 5192.610352
	Iteration 78Q: 3 clusters Score -4558926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4558928.000000 Penalty: 5192.610352
	Iteration 79Q: 3 clusters Score -4558928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4558928.000000 Penalty: 5192.610352
	Iteration 80F: 3 clusters Score -4558928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4558935.500000 Penalty: 5192.610352
	Iteration 81Q: 3 clusters Score -4558936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4558936.500000 Penalty: 5192.610352
	Iteration 82Q: 3 clusters Score -4558936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4558942.000000 Penalty: 5192.610352
	Iteration 83Q: 3 clusters Score -4558942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4558937.500000 Penalty: 5192.610352
	Iteration 84Q: 3 clusters Score -4558938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4558945.500000 Penalty: 5192.610352
	Iteration 85Q: 3 clusters Score -4558946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4558941.500000 Penalty: 5192.610352
	Iteration 86Q: 3 clusters Score -4558942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4558945.000000 Penalty: 5192.610352
	Iteration 87Q: 3 clusters Score -4558945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4558942.000000 Penalty: 5192.610352
	Iteration 88Q: 3 clusters Score -4558942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4558947.000000 Penalty: 5192.610352
	Iteration 89Q: 3 clusters Score -4558947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4558947.000000 Penalty: 5192.610352
	Iteration 90F: 3 clusters Score -4558947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102505.593750 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102505.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103024.445312 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103024.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103456.515625 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103456.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103719.000000 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103719 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103909.515625 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -103909.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -103990.570312 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -103990.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104030.617188 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -104030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104052.460938 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -104052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104071.585938 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -104071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104089.148438 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -104089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104094.351562 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -104094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104094.351562 Penalty: 3404.964355
	Iteration 11F: 3 clusters Score -104094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Entering Unmasked Estep 
Score: -9860673.000000 Penalty: 2796.061035
	Iteration 0F: 2 clusters Score -9860673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -9808064.000000 Penalty: 5592.122070
	Iteration 0F: 3 clusters Score -9808064 nChanged 36954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -9828890.000000 Penalty: 5592.122070
	Iteration 1F: 3 clusters Score -9828890 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -9829485.000000 Penalty: 5592.122070
	Iteration 2Q: 3 clusters Score -9829485 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -9830255.000000 Penalty: 5592.122070
	Iteration 3Q: 3 clusters Score -9830255 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -9831176.000000 Penalty: 5592.122070
	Iteration 4Q: 3 clusters Score -9831176 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -9832355.000000 Penalty: 5592.122070
	Iteration 5Q: 3 clusters Score -9832355 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -9833992.000000 Penalty: 5592.122070
	Iteration 6Q: 3 clusters Score -9833992 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -9835975.000000 Penalty: 5592.122070
	Iteration 7F: 3 clusters Score -9835975 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -9838484.000000 Penalty: 5592.122070
	Iteration 8F: 3 clusters Score -9838484 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -9840807.000000 Penalty: 5592.122070
	Iteration 9F: 3 clusters Score -9840807 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -9842707.000000 Penalty: 5592.122070
	Iteration 10F: 3 clusters Score -9842707 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9844077.000000 Penalty: 5592.122070
	Iteration 11Q: 3 clusters Score -9844077 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -9845069.000000 Penalty: 5592.122070
	Iteration 12Q: 3 clusters Score -9845069 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -9845839.000000 Penalty: 5592.122070
	Iteration 13Q: 3 clusters Score -9845839 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -9846644.000000 Penalty: 5592.122070
	Iteration 14Q: 3 clusters Score -9846644 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -9847563.000000 Penalty: 5592.122070
	Iteration 15Q: 3 clusters Score -9847563 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -9848558.000000 Penalty: 5592.122070
	Iteration 16Q: 3 clusters Score -9848558 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -9849526.000000 Penalty: 5592.122070
	Iteration 17Q: 3 clusters Score -9849526 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -9850509.000000 Penalty: 5592.122070
	Iteration 18Q: 3 clusters Score -9850509 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -9851517.000000 Penalty: 5592.122070
	Iteration 19Q: 3 clusters Score -9851517 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -9852590.000000 Penalty: 5592.122070
	Iteration 20F: 3 clusters Score -9852590 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -9853550.000000 Penalty: 5592.122070
	Iteration 21Q: 3 clusters Score -9853550 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -9854455.000000 Penalty: 5592.122070
	Iteration 22Q: 3 clusters Score -9854455 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -9855200.000000 Penalty: 5592.122070
	Iteration 23Q: 3 clusters Score -9855200 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -9855818.000000 Penalty: 5592.122070
	Iteration 24Q: 3 clusters Score -9855818 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -9856251.000000 Penalty: 5592.122070
	Iteration 25Q: 3 clusters Score -9856251 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -9856685.000000 Penalty: 5592.122070
	Iteration 26Q: 3 clusters Score -9856685 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -9857045.000000 Penalty: 5592.122070
	Iteration 27Q: 3 clusters Score -9857045 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -9857376.000000 Penalty: 5592.122070
	Iteration 28Q: 3 clusters Score -9857376 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -9857654.000000 Penalty: 5592.122070
	Iteration 29Q: 3 clusters Score -9857654 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -9857841.000000 Penalty: 5592.122070
	Iteration 30Q: 3 clusters Score -9857841 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -9857991.000000 Penalty: 5592.122070
	Iteration 31Q: 3 clusters Score -9857991 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -9858171.000000 Penalty: 5592.122070
	Iteration 32Q: 3 clusters Score -9858171 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -9858296.000000 Penalty: 5592.122070
	Iteration 33Q: 3 clusters Score -9858296 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -9858386.000000 Penalty: 5592.122070
	Iteration 34Q: 3 clusters Score -9858386 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -9858467.000000 Penalty: 5592.122070
	Iteration 35Q: 3 clusters Score -9858467 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -9858536.000000 Penalty: 5592.122070
	Iteration 36Q: 3 clusters Score -9858536 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -9858628.000000 Penalty: 5592.122070
	Iteration 37Q: 3 clusters Score -9858628 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -9858626.000000 Penalty: 5592.122070
	Iteration 38Q: 3 clusters Score -9858626 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -9858678.000000 Penalty: 5592.122070
	Iteration 39Q: 3 clusters Score -9858678 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -9858716.000000 Penalty: 5592.122070
	Iteration 40F: 3 clusters Score -9858716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9858758.000000 Penalty: 5592.122070
	Iteration 41Q: 3 clusters Score -9858758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -9858805.000000 Penalty: 5592.122070
	Iteration 42Q: 3 clusters Score -9858805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -9858804.000000 Penalty: 5592.122070
	Iteration 43Q: 3 clusters Score -9858804 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -9858847.000000 Penalty: 5592.122070
	Iteration 44Q: 3 clusters Score -9858847 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -9858892.000000 Penalty: 5592.122070
	Iteration 45Q: 3 clusters Score -9858892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -9858893.000000 Penalty: 5592.122070
	Iteration 46Q: 3 clusters Score -9858893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -9858909.000000 Penalty: 5592.122070
	Iteration 47Q: 3 clusters Score -9858909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -9858926.000000 Penalty: 5592.122070
	Iteration 48Q: 3 clusters Score -9858926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -9858940.000000 Penalty: 5592.122070
	Iteration 49Q: 3 clusters Score -9858940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -9858958.000000 Penalty: 5592.122070
	Iteration 50Q: 3 clusters Score -9858958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -9858981.000000 Penalty: 5592.122070
	Iteration 51Q: 3 clusters Score -9858981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -9858998.000000 Penalty: 5592.122070
	Iteration 52Q: 3 clusters Score -9858998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -9859006.000000 Penalty: 5592.122070
	Iteration 53Q: 3 clusters Score -9859006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -9858993.000000 Penalty: 5592.122070
	Iteration 54Q: 3 clusters Score -9858993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -9859006.000000 Penalty: 5592.122070
	Iteration 55Q: 3 clusters Score -9859006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -9859024.000000 Penalty: 5592.122070
	Iteration 56Q: 3 clusters Score -9859024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -9859025.000000 Penalty: 5592.122070
	Iteration 57Q: 3 clusters Score -9859025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9859005.000000 Penalty: 5592.122070
	Iteration 58Q: 3 clusters Score -9859005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -9859009.000000 Penalty: 5592.122070
	Iteration 59Q: 3 clusters Score -9859009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -9859005.000000 Penalty: 5592.122070
	Iteration 60F: 3 clusters Score -9859005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -9859008.000000 Penalty: 5592.122070
	Iteration 61Q: 3 clusters Score -9859008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -9859008.000000 Penalty: 5592.122070
	Iteration 62Q: 3 clusters Score -9859008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -9859010.000000 Penalty: 5592.122070
	Iteration 63Q: 3 clusters Score -9859010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -9859015.000000 Penalty: 5592.122070
	Iteration 64Q: 3 clusters Score -9859015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -9859012.000000 Penalty: 5592.122070
	Iteration 65Q: 3 clusters Score -9859012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 74285 members 
Entering Unmasked Estep 
Score: -9859013.000000 Penalty: 5592.122070
	Iteration 66Q: 3 clusters Score -9859013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -9859017.000000 Penalty: 5592.122070
	Iteration 67Q: 3 clusters Score -9859017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -9859006.000000 Penalty: 5592.122070
	Iteration 68Q: 3 clusters Score -9859006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -9858989.000000 Penalty: 5592.122070
	Iteration 69Q: 3 clusters Score -9858989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -9858994.000000 Penalty: 5592.122070
	Iteration 70Q: 3 clusters Score -9858994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -9859003.000000 Penalty: 5592.122070
	Iteration 71Q: 3 clusters Score -9859003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -9859014.000000 Penalty: 5592.122070
	Iteration 72Q: 3 clusters Score -9859014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -9859011.000000 Penalty: 5592.122070
	Iteration 73Q: 3 clusters Score -9859011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -9859024.000000 Penalty: 5592.122070
	Iteration 74Q: 3 clusters Score -9859024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -9859027.000000 Penalty: 5592.122070
	Iteration 75Q: 3 clusters Score -9859027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -9859031.000000 Penalty: 5592.122070
	Iteration 76Q: 3 clusters Score -9859031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -9859045.000000 Penalty: 5592.122070
	Iteration 77Q: 3 clusters Score -9859045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -9859041.000000 Penalty: 5592.122070
	Iteration 78Q: 3 clusters Score -9859041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -9859050.000000 Penalty: 5592.122070
	Iteration 79Q: 3 clusters Score -9859050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -9859058.000000 Penalty: 5592.122070
	Iteration 80F: 3 clusters Score -9859058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -9859049.000000 Penalty: 5592.122070
	Iteration 81Q: 3 clusters Score -9859049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -9859052.000000 Penalty: 5592.122070
	Iteration 82Q: 3 clusters Score -9859052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -9859056.000000 Penalty: 5592.122070
	Iteration 83Q: 3 clusters Score -9859056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -9859054.000000 Penalty: 5592.122070
	Iteration 84Q: 3 clusters Score -9859054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -9859040.000000 Penalty: 5592.122070
	Iteration 85Q: 3 clusters Score -9859040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -9859050.000000 Penalty: 5592.122070
	Iteration 86Q: 3 clusters Score -9859050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9859054.000000 Penalty: 5592.122070
	Iteration 87Q: 3 clusters Score -9859054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9859054.000000 Penalty: 5592.122070
	Iteration 88F: 3 clusters Score -9859054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -422777.937500 Penalty: 2015.376465
	Iteration 0F: 2 clusters Score -422777.9 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 1670 members 
Entering Unmasked Estep 
Score: -419247.906250 Penalty: 4030.752930
	Iteration 0F: 3 clusters Score -419247.9 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -419936.343750 Penalty: 4030.752930
	Iteration 1F: 3 clusters Score -419936.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -420105.906250 Penalty: 4030.752930
	Iteration 2F: 3 clusters Score -420105.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420207.343750 Penalty: 4030.752930
	Iteration 3Q: 3 clusters Score -420207.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -420275.312500 Penalty: 4030.752930
	Iteration 4Q: 3 clusters Score -420275.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -420330.062500 Penalty: 4030.752930
	Iteration 5Q: 3 clusters Score -420330.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -420376.843750 Penalty: 4030.752930
	Iteration 6Q: 3 clusters Score -420376.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -420424.375000 Penalty: 4030.752930
	Iteration 7Q: 3 clusters Score -420424.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -420463.906250 Penalty: 4030.752930
	Iteration 8Q: 3 clusters Score -420463.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -420495.031250 Penalty: 4030.752930
	Iteration 9Q: 3 clusters Score -420495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -420517.437500 Penalty: 4030.752930
	Iteration 10Q: 3 clusters Score -420517.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -420527.562500 Penalty: 4030.752930
	Iteration 11Q: 3 clusters Score -420527.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -420537.125000 Penalty: 4030.752930
	Iteration 12Q: 3 clusters Score -420537.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -420546.031250 Penalty: 4030.752930
	Iteration 13Q: 3 clusters Score -420546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -420554.343750 Penalty: 4030.752930
	Iteration 14Q: 3 clusters Score -420554.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -420562.250000 Penalty: 4030.752930
	Iteration 15Q: 3 clusters Score -420562.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -420571.937500 Penalty: 4030.752930
	Iteration 16Q: 3 clusters Score -420571.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -420579.718750 Penalty: 4030.752930
	Iteration 17Q: 3 clusters Score -420579.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -420585.875000 Penalty: 4030.752930
	Iteration 18Q: 3 clusters Score -420585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -420594.718750 Penalty: 4030.752930
	Iteration 19Q: 3 clusters Score -420594.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -420600.718750 Penalty: 4030.752930
	Iteration 20F: 3 clusters Score -420600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -420605.687500 Penalty: 4030.752930
	Iteration 21Q: 3 clusters Score -420605.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -420608.968750 Penalty: 4030.752930
	Iteration 22Q: 3 clusters Score -420609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -420611.906250 Penalty: 4030.752930
	Iteration 23Q: 3 clusters Score -420611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -420614.312500 Penalty: 4030.752930
	Iteration 24Q: 3 clusters Score -420614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -420616.968750 Penalty: 4030.752930
	Iteration 25Q: 3 clusters Score -420617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -420617.750000 Penalty: 4030.752930
	Iteration 26Q: 3 clusters Score -420617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -420621.031250 Penalty: 4030.752930
	Iteration 27Q: 3 clusters Score -420621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -420623.281250 Penalty: 4030.752930
	Iteration 28Q: 3 clusters Score -420623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -420628.000000 Penalty: 4030.752930
	Iteration 29Q: 3 clusters Score -420628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -420630.125000 Penalty: 4030.752930
	Iteration 30Q: 3 clusters Score -420630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -420630.875000 Penalty: 4030.752930
	Iteration 31Q: 3 clusters Score -420630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -420632.156250 Penalty: 4030.752930
	Iteration 32Q: 3 clusters Score -420632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -420631.750000 Penalty: 4030.752930
	Iteration 33Q: 3 clusters Score -420631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -420631.750000 Penalty: 4030.752930
	Iteration 34F: 3 clusters Score -420631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -934409.250000 Penalty: 2216.267334
	Iteration 0F: 2 clusters Score -934409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -928191.062500 Penalty: 4432.534668
	Iteration 0F: 3 clusters Score -928191.1 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -929859.187500 Penalty: 4432.534668
	Iteration 1F: 3 clusters Score -929859.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -930081.125000 Penalty: 4432.534668
	Iteration 2F: 3 clusters Score -930081.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -930289.000000 Penalty: 4432.534668
	Iteration 3Q: 3 clusters Score -930289 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -930512.937500 Penalty: 4432.534668
	Iteration 4Q: 3 clusters Score -930512.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -930771.375000 Penalty: 4432.534668
	Iteration 5Q: 3 clusters Score -930771.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -931043.187500 Penalty: 4432.534668
	Iteration 6Q: 3 clusters Score -931043.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -931289.375000 Penalty: 4432.534668
	Iteration 7F: 3 clusters Score -931289.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -931552.687500 Penalty: 4432.534668
	Iteration 8F: 3 clusters Score -931552.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -931808.750000 Penalty: 4432.534668
	Iteration 9F: 3 clusters Score -931808.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -932050.437500 Penalty: 4432.534668
	Iteration 10Q: 3 clusters Score -932050.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -932286.375000 Penalty: 4432.534668
	Iteration 11Q: 3 clusters Score -932286.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -932488.812500 Penalty: 4432.534668
	Iteration 12Q: 3 clusters Score -932488.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -932640.937500 Penalty: 4432.534668
	Iteration 13Q: 3 clusters Score -932640.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -932758.250000 Penalty: 4432.534668
	Iteration 14Q: 3 clusters Score -932758.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -932861.750000 Penalty: 4432.534668
	Iteration 15Q: 3 clusters Score -932861.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -932938.125000 Penalty: 4432.534668
	Iteration 16Q: 3 clusters Score -932938.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -932991.062500 Penalty: 4432.534668
	Iteration 17Q: 3 clusters Score -932991.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -933033.312500 Penalty: 4432.534668
	Iteration 18Q: 3 clusters Score -933033.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -933069.500000 Penalty: 4432.534668
	Iteration 19Q: 3 clusters Score -933069.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -933110.125000 Penalty: 4432.534668
	Iteration 20F: 3 clusters Score -933110.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -933143.312500 Penalty: 4432.534668
	Iteration 21Q: 3 clusters Score -933143.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -933162.312500 Penalty: 4432.534668
	Iteration 22Q: 3 clusters Score -933162.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -933176.812500 Penalty: 4432.534668
	Iteration 23Q: 3 clusters Score -933176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -933186.062500 Penalty: 4432.534668
	Iteration 24Q: 3 clusters Score -933186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -933190.750000 Penalty: 4432.534668
	Iteration 25Q: 3 clusters Score -933190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -933191.437500 Penalty: 4432.534668
	Iteration 26Q: 3 clusters Score -933191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -933196.250000 Penalty: 4432.534668
	Iteration 27Q: 3 clusters Score -933196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -933197.250000 Penalty: 4432.534668
	Iteration 28Q: 3 clusters Score -933197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -933198.687500 Penalty: 4432.534668
	Iteration 29Q: 3 clusters Score -933198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -933201.812500 Penalty: 4432.534668
	Iteration 30Q: 3 clusters Score -933201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -933203.250000 Penalty: 4432.534668
	Iteration 31Q: 3 clusters Score -933203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -933203.875000 Penalty: 4432.534668
	Iteration 32Q: 3 clusters Score -933203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -933206.625000 Penalty: 4432.534668
	Iteration 33Q: 3 clusters Score -933206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -933205.187500 Penalty: 4432.534668
	Iteration 34Q: 3 clusters Score -933205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -933207.187500 Penalty: 4432.534668
	Iteration 35Q: 3 clusters Score -933207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -933209.000000 Penalty: 4432.534668
	Iteration 36Q: 3 clusters Score -933209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -933210.312500 Penalty: 4432.534668
	Iteration 37Q: 3 clusters Score -933210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -933211.437500 Penalty: 4432.534668
	Iteration 38Q: 3 clusters Score -933211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -933214.437500 Penalty: 4432.534668
	Iteration 39Q: 3 clusters Score -933214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -933215.125000 Penalty: 4432.534668
	Iteration 40F: 3 clusters Score -933215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -41342.824219 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -41342.82 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 193 members 
Entering Unmasked Estep 
Score: -39978.542969 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -39978.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40181.769531 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -40181.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40262.398438 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -40262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40288.070312 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -40288.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40304.195312 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -40304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40310.339844 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -40310.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40325.226562 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -40325.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40334.312500 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -40334.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40357.503906 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -40357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40378.019531 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -40378.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40383.515625 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -40383.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40409.957031 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -40409.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40409.957031 Penalty: 2968.032471
	Iteration 12F: 3 clusters Score -40409.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Entering Unmasked Estep 
Score: -5723203.000000 Penalty: 2652.418457
	Iteration 0F: 2 clusters Score -5723203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5693441.000000 Penalty: 5304.836914
	Iteration 0F: 3 clusters Score -5693441 nChanged 20333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5704518.500000 Penalty: 5304.836914
	Iteration 1F: 3 clusters Score -5704518 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5705006.000000 Penalty: 5304.836914
	Iteration 2Q: 3 clusters Score -5705006 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5705577.500000 Penalty: 5304.836914
	Iteration 3Q: 3 clusters Score -5705578 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5706199.500000 Penalty: 5304.836914
	Iteration 4Q: 3 clusters Score -5706200 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5707137.000000 Penalty: 5304.836914
	Iteration 5Q: 3 clusters Score -5707137 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -5708373.500000 Penalty: 5304.836914
	Iteration 6F: 3 clusters Score -5708374 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5710283.500000 Penalty: 5304.836914
	Iteration 7F: 3 clusters Score -5710284 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5712755.000000 Penalty: 5304.836914
	Iteration 8F: 3 clusters Score -5712755 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -5715312.000000 Penalty: 5304.836914
	Iteration 9F: 3 clusters Score -5715312 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5717426.000000 Penalty: 5304.836914
	Iteration 10Q: 3 clusters Score -5717426 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5718778.000000 Penalty: 5304.836914
	Iteration 11Q: 3 clusters Score -5718778 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5719472.000000 Penalty: 5304.836914
	Iteration 12Q: 3 clusters Score -5719472 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5719906.000000 Penalty: 5304.836914
	Iteration 13Q: 3 clusters Score -5719906 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5720155.000000 Penalty: 5304.836914
	Iteration 14Q: 3 clusters Score -5720155 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5720319.500000 Penalty: 5304.836914
	Iteration 15Q: 3 clusters Score -5720320 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5720447.000000 Penalty: 5304.836914
	Iteration 16Q: 3 clusters Score -5720447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5720541.000000 Penalty: 5304.836914
	Iteration 17Q: 3 clusters Score -5720541 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5720598.500000 Penalty: 5304.836914
	Iteration 18Q: 3 clusters Score -5720598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5720651.500000 Penalty: 5304.836914
	Iteration 19Q: 3 clusters Score -5720652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5720699.500000 Penalty: 5304.836914
	Iteration 20F: 3 clusters Score -5720700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5720717.500000 Penalty: 5304.836914
	Iteration 21Q: 3 clusters Score -5720718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5720744.500000 Penalty: 5304.836914
	Iteration 22Q: 3 clusters Score -5720744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5720766.500000 Penalty: 5304.836914
	Iteration 23Q: 3 clusters Score -5720766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5720807.000000 Penalty: 5304.836914
	Iteration 24Q: 3 clusters Score -5720807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5720818.500000 Penalty: 5304.836914
	Iteration 25Q: 3 clusters Score -5720818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5720828.500000 Penalty: 5304.836914
	Iteration 26Q: 3 clusters Score -5720828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5720837.000000 Penalty: 5304.836914
	Iteration 27Q: 3 clusters Score -5720837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5720842.000000 Penalty: 5304.836914
	Iteration 28Q: 3 clusters Score -5720842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5720857.500000 Penalty: 5304.836914
	Iteration 29Q: 3 clusters Score -5720858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5720863.500000 Penalty: 5304.836914
	Iteration 30Q: 3 clusters Score -5720864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5720878.000000 Penalty: 5304.836914
	Iteration 31Q: 3 clusters Score -5720878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5720886.000000 Penalty: 5304.836914
	Iteration 32Q: 3 clusters Score -5720886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5720888.000000 Penalty: 5304.836914
	Iteration 33Q: 3 clusters Score -5720888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5720897.500000 Penalty: 5304.836914
	Iteration 34Q: 3 clusters Score -5720898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5720898.500000 Penalty: 5304.836914
	Iteration 35Q: 3 clusters Score -5720898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5720902.000000 Penalty: 5304.836914
	Iteration 36Q: 3 clusters Score -5720902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5720899.000000 Penalty: 5304.836914
	Iteration 37Q: 3 clusters Score -5720899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5720904.000000 Penalty: 5304.836914
	Iteration 38Q: 3 clusters Score -5720904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5720910.500000 Penalty: 5304.836914
	Iteration 39Q: 3 clusters Score -5720910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5720911.500000 Penalty: 5304.836914
	Iteration 40F: 3 clusters Score -5720912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5720915.500000 Penalty: 5304.836914
	Iteration 41Q: 3 clusters Score -5720916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5720914.000000 Penalty: 5304.836914
	Iteration 42Q: 3 clusters Score -5720914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5720917.500000 Penalty: 5304.836914
	Iteration 43Q: 3 clusters Score -5720918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5720918.500000 Penalty: 5304.836914
	Iteration 44Q: 3 clusters Score -5720918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5720920.500000 Penalty: 5304.836914
	Iteration 45Q: 3 clusters Score -5720920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5720920.500000 Penalty: 5304.836914
	Iteration 46F: 3 clusters Score -5720920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66608.945312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66608.95 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67005.070312 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67005.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67325.414062 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67325.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67563.992188 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67563.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67875.421875 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -67875.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68248.359375 Penalty: 3191.535156
	Iteration 5F: 3 clusters Score -68248.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68438.203125 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68438.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68588.406250 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -68588.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68751.609375 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68751.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68882.734375 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68882.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68924.804688 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69038.062500 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -69038.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69063.609375 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -69063.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69068.546875 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -69068.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69185.171875 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -69185.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69185.171875 Penalty: 3191.535156
	Iteration 15F: 3 clusters Score -69185.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 167628 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35206 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78782 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44145 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 188126 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 296 members 
Mstep: Class 18 contains 51441 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 22 contains 127148 members 
Mstep: Class 23 contains 15170 members 
Entering Unmasked Estep 
Score: -98288000.000000 Penalty: 63939.507812
Splitting cluster 12 changes total score from -98288880.000000 to -98288000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (188126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188126 members 
Entering Unmasked Estep 
Score: -24088238.000000 Penalty: 3011.927002
	Iteration 0F: 2 clusters Score -2.408824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -23965424.000000 Penalty: 6023.854004
	Iteration 0F: 3 clusters Score -2.396542e+07 nChanged 90412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -24018036.000000 Penalty: 6023.854004
	Iteration 1F: 3 clusters Score -2.401804e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -24018848.000000 Penalty: 6023.854004
	Iteration 2Q: 3 clusters Score -2.401885e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -24019590.000000 Penalty: 6023.854004
	Iteration 3Q: 3 clusters Score -2.401959e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -24020586.000000 Penalty: 6023.854004
	Iteration 4Q: 3 clusters Score -2.402059e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99941 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -24022044.000000 Penalty: 6023.854004
	Iteration 5Q: 3 clusters Score -2.402204e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 84920 members 
Entering Unmasked Estep 
Score: -24024810.000000 Penalty: 6023.854004
	Iteration 6Q: 3 clusters Score -2.402481e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -24029632.000000 Penalty: 6023.854004
	Iteration 7Q: 3 clusters Score -2.402963e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113365 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -24037554.000000 Penalty: 6023.854004
	Iteration 8F: 3 clusters Score -2.403755e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -24047682.000000 Penalty: 6023.854004
	Iteration 9F: 3 clusters Score -2.404768e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -24057404.000000 Penalty: 6023.854004
	Iteration 10F: 3 clusters Score -2.40574e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -24063366.000000 Penalty: 6023.854004
	Iteration 11F: 3 clusters Score -2.406337e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126634 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -24066014.000000 Penalty: 6023.854004
	Iteration 12Q: 3 clusters Score -2.406601e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -24066836.000000 Penalty: 6023.854004
	Iteration 13Q: 3 clusters Score -2.406684e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -24067442.000000 Penalty: 6023.854004
	Iteration 14Q: 3 clusters Score -2.406744e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -24067854.000000 Penalty: 6023.854004
	Iteration 15Q: 3 clusters Score -2.406785e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131249 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -24068140.000000 Penalty: 6023.854004
	Iteration 16Q: 3 clusters Score -2.406814e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132335 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -24068474.000000 Penalty: 6023.854004
	Iteration 17Q: 3 clusters Score -2.406847e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133399 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -24068656.000000 Penalty: 6023.854004
	Iteration 18Q: 3 clusters Score -2.406866e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -24068872.000000 Penalty: 6023.854004
	Iteration 19Q: 3 clusters Score -2.406887e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -24069134.000000 Penalty: 6023.854004
	Iteration 20F: 3 clusters Score -2.406913e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136953 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -24069334.000000 Penalty: 6023.854004
	Iteration 21Q: 3 clusters Score -2.406933e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138258 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -24069686.000000 Penalty: 6023.854004
	Iteration 22Q: 3 clusters Score -2.406969e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139687 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -24070048.000000 Penalty: 6023.854004
	Iteration 23Q: 3 clusters Score -2.407005e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -24070370.000000 Penalty: 6023.854004
	Iteration 24Q: 3 clusters Score -2.407037e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -24070702.000000 Penalty: 6023.854004
	Iteration 25Q: 3 clusters Score -2.40707e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -24071232.000000 Penalty: 6023.854004
	Iteration 26Q: 3 clusters Score -2.407123e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146454 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -24071698.000000 Penalty: 6023.854004
	Iteration 27Q: 3 clusters Score -2.40717e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -24072286.000000 Penalty: 6023.854004
	Iteration 28Q: 3 clusters Score -2.407229e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -24072904.000000 Penalty: 6023.854004
	Iteration 29Q: 3 clusters Score -2.40729e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -24073372.000000 Penalty: 6023.854004
	Iteration 30Q: 3 clusters Score -2.407337e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -24074022.000000 Penalty: 6023.854004
	Iteration 31Q: 3 clusters Score -2.407402e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157660 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -24074778.000000 Penalty: 6023.854004
	Iteration 32Q: 3 clusters Score -2.407478e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160293 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -24075590.000000 Penalty: 6023.854004
	Iteration 33Q: 3 clusters Score -2.407559e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -24076546.000000 Penalty: 6023.854004
	Iteration 34Q: 3 clusters Score -2.407655e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165775 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -24077476.000000 Penalty: 6023.854004
	Iteration 35Q: 3 clusters Score -2.407748e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -24078578.000000 Penalty: 6023.854004
	Iteration 36Q: 3 clusters Score -2.407858e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170949 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -24079552.000000 Penalty: 6023.854004
	Iteration 37Q: 3 clusters Score -2.407955e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -24080444.000000 Penalty: 6023.854004
	Iteration 38Q: 3 clusters Score -2.408044e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -24081284.000000 Penalty: 6023.854004
	Iteration 39Q: 3 clusters Score -2.408128e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177385 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -24082054.000000 Penalty: 6023.854004
	Iteration 40F: 3 clusters Score -2.408205e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179054 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -24082744.000000 Penalty: 6023.854004
	Iteration 41Q: 3 clusters Score -2.408274e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180416 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -24083210.000000 Penalty: 6023.854004
	Iteration 42Q: 3 clusters Score -2.408321e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181580 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -24083692.000000 Penalty: 6023.854004
	Iteration 43Q: 3 clusters Score -2.408369e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182573 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -24083972.000000 Penalty: 6023.854004
	Iteration 44Q: 3 clusters Score -2.408397e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -24084330.000000 Penalty: 6023.854004
	Iteration 45Q: 3 clusters Score -2.408433e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184053 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -24084644.000000 Penalty: 6023.854004
	Iteration 46Q: 3 clusters Score -2.408464e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184560 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -24084848.000000 Penalty: 6023.854004
	Iteration 47Q: 3 clusters Score -2.408485e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184958 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -24085002.000000 Penalty: 6023.854004
	Iteration 48Q: 3 clusters Score -2.4085e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -24085124.000000 Penalty: 6023.854004
	Iteration 49Q: 3 clusters Score -2.408512e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -24085252.000000 Penalty: 6023.854004
	Iteration 50Q: 3 clusters Score -2.408525e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185695 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -24085290.000000 Penalty: 6023.854004
	Iteration 51Q: 3 clusters Score -2.408529e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185851 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -24085424.000000 Penalty: 6023.854004
	Iteration 52Q: 3 clusters Score -2.408542e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185973 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -24085486.000000 Penalty: 6023.854004
	Iteration 53Q: 3 clusters Score -2.408549e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186075 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -24085474.000000 Penalty: 6023.854004
	Iteration 54Q: 3 clusters Score -2.408547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186143 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -24085504.000000 Penalty: 6023.854004
	Iteration 55Q: 3 clusters Score -2.40855e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186216 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -24085548.000000 Penalty: 6023.854004
	Iteration 56Q: 3 clusters Score -2.408555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186277 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -24085536.000000 Penalty: 6023.854004
	Iteration 57Q: 3 clusters Score -2.408554e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186330 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -24085556.000000 Penalty: 6023.854004
	Iteration 58Q: 3 clusters Score -2.408556e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186379 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -24085576.000000 Penalty: 6023.854004
	Iteration 59Q: 3 clusters Score -2.408558e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186422 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -24085580.000000 Penalty: 6023.854004
	Iteration 60F: 3 clusters Score -2.408558e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186465 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -24085598.000000 Penalty: 6023.854004
	Iteration 61Q: 3 clusters Score -2.40856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186497 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -24085622.000000 Penalty: 6023.854004
	Iteration 62Q: 3 clusters Score -2.408562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186517 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24085644.000000 Penalty: 6023.854004
	Iteration 63Q: 3 clusters Score -2.408564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186528 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -24085628.000000 Penalty: 6023.854004
	Iteration 64Q: 3 clusters Score -2.408563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186537 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24085650.000000 Penalty: 6023.854004
	Iteration 65Q: 3 clusters Score -2.408565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -24085660.000000 Penalty: 6023.854004
	Iteration 66Q: 3 clusters Score -2.408566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186555 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -24085672.000000 Penalty: 6023.854004
	Iteration 67Q: 3 clusters Score -2.408567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186570 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24085646.000000 Penalty: 6023.854004
	Iteration 68Q: 3 clusters Score -2.408565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186580 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -24085660.000000 Penalty: 6023.854004
	Iteration 69Q: 3 clusters Score -2.408566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -24085668.000000 Penalty: 6023.854004
	Iteration 70Q: 3 clusters Score -2.408567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186601 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24085676.000000 Penalty: 6023.854004
	Iteration 71Q: 3 clusters Score -2.408568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186608 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -24085662.000000 Penalty: 6023.854004
	Iteration 72Q: 3 clusters Score -2.408566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -24085674.000000 Penalty: 6023.854004
	Iteration 73Q: 3 clusters Score -2.408567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24085688.000000 Penalty: 6023.854004
	Iteration 74Q: 3 clusters Score -2.408569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186645 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24085716.000000 Penalty: 6023.854004
	Iteration 75Q: 3 clusters Score -2.408572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186657 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -24085710.000000 Penalty: 6023.854004
	Iteration 76Q: 3 clusters Score -2.408571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -24085706.000000 Penalty: 6023.854004
	Iteration 77Q: 3 clusters Score -2.408571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186685 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -24085720.000000 Penalty: 6023.854004
	Iteration 78Q: 3 clusters Score -2.408572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186698 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -24085704.000000 Penalty: 6023.854004
	Iteration 79Q: 3 clusters Score -2.40857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -24085698.000000 Penalty: 6023.854004
	Iteration 80F: 3 clusters Score -2.40857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186723 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -24085732.000000 Penalty: 6023.854004
	Iteration 81Q: 3 clusters Score -2.408573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186740 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -24085722.000000 Penalty: 6023.854004
	Iteration 82Q: 3 clusters Score -2.408572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186754 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -24085714.000000 Penalty: 6023.854004
	Iteration 83Q: 3 clusters Score -2.408571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186768 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -24085716.000000 Penalty: 6023.854004
	Iteration 84Q: 3 clusters Score -2.408572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -24085728.000000 Penalty: 6023.854004
	Iteration 85Q: 3 clusters Score -2.408573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -24085734.000000 Penalty: 6023.854004
	Iteration 86Q: 3 clusters Score -2.408573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186798 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -24085732.000000 Penalty: 6023.854004
	Iteration 87Q: 3 clusters Score -2.408573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186801 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24085740.000000 Penalty: 6023.854004
	Iteration 88Q: 3 clusters Score -2.408574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186805 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -24085754.000000 Penalty: 6023.854004
	Iteration 89Q: 3 clusters Score -2.408575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186808 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24085756.000000 Penalty: 6023.854004
	Iteration 90Q: 3 clusters Score -2.408576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186808 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24085754.000000 Penalty: 6023.854004
	Iteration 91Q: 3 clusters Score -2.408575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -24085750.000000 Penalty: 6023.854004
	Iteration 92Q: 3 clusters Score -2.408575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186810 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -24085750.000000 Penalty: 6023.854004
	Iteration 93Q: 3 clusters Score -2.408575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186810 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -24085750.000000 Penalty: 6023.854004
	Iteration 94F: 3 clusters Score -2.408575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75186.382812 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75186.38 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75493.914062 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75493.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75737.062500 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75737.06 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75984.203125 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -75984.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76104.757812 Penalty: 3250.750977
	Iteration 4F: 3 clusters Score -76104.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76192.664062 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -76192.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76264.109375 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76264.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76314.960938 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76314.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76345.437500 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76345.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76358.664062 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -76358.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76386.257812 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -76386.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -76389.335938 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76389.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -76407.210938 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76407.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -76418.656250 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76418.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76423.523438 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -76423.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -76434.734375 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -76434.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76448.156250 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -76448.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76458.343750 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -76458.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76463.078125 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -76463.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76465.250000 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -76465.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76468.015625 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -76468.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Entering Unmasked Estep 
Score: -6636928.000000 Penalty: 2690.351318
	Iteration 0F: 2 clusters Score -6636928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6602113.500000 Penalty: 5380.702637
	Iteration 0F: 3 clusters Score -6602114 nChanged 23784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6615675.500000 Penalty: 5380.702637
	Iteration 1F: 3 clusters Score -6615676 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6616337.500000 Penalty: 5380.702637
	Iteration 2Q: 3 clusters Score -6616338 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -6617056.500000 Penalty: 5380.702637
	Iteration 3Q: 3 clusters Score -6617056 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -6617938.500000 Penalty: 5380.702637
	Iteration 4Q: 3 clusters Score -6617938 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -6619072.500000 Penalty: 5380.702637
	Iteration 5Q: 3 clusters Score -6619072 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -6620586.500000 Penalty: 5380.702637
	Iteration 6F: 3 clusters Score -6620586 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -6622403.500000 Penalty: 5380.702637
	Iteration 7F: 3 clusters Score -6622404 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -6624303.500000 Penalty: 5380.702637
	Iteration 8F: 3 clusters Score -6624304 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -6626244.500000 Penalty: 5380.702637
	Iteration 9F: 3 clusters Score -6626244 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -6627884.500000 Penalty: 5380.702637
	Iteration 10Q: 3 clusters Score -6627884 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -6629139.500000 Penalty: 5380.702637
	Iteration 11Q: 3 clusters Score -6629140 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -6629980.500000 Penalty: 5380.702637
	Iteration 12Q: 3 clusters Score -6629980 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -6630639.500000 Penalty: 5380.702637
	Iteration 13Q: 3 clusters Score -6630640 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -6630993.500000 Penalty: 5380.702637
	Iteration 14Q: 3 clusters Score -6630994 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -6631161.000000 Penalty: 5380.702637
	Iteration 15Q: 3 clusters Score -6631161 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -6631268.000000 Penalty: 5380.702637
	Iteration 16Q: 3 clusters Score -6631268 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6631344.000000 Penalty: 5380.702637
	Iteration 17Q: 3 clusters Score -6631344 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -6631396.500000 Penalty: 5380.702637
	Iteration 18Q: 3 clusters Score -6631396 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -6631444.500000 Penalty: 5380.702637
	Iteration 19Q: 3 clusters Score -6631444 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -6631467.500000 Penalty: 5380.702637
	Iteration 20F: 3 clusters Score -6631468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -6631525.500000 Penalty: 5380.702637
	Iteration 21Q: 3 clusters Score -6631526 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -6631560.500000 Penalty: 5380.702637
	Iteration 22Q: 3 clusters Score -6631560 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -6631570.500000 Penalty: 5380.702637
	Iteration 23Q: 3 clusters Score -6631570 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -6631591.000000 Penalty: 5380.702637
	Iteration 24Q: 3 clusters Score -6631591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -6631596.000000 Penalty: 5380.702637
	Iteration 25Q: 3 clusters Score -6631596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -6631614.000000 Penalty: 5380.702637
	Iteration 26Q: 3 clusters Score -6631614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6631633.000000 Penalty: 5380.702637
	Iteration 27Q: 3 clusters Score -6631633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -6631634.000000 Penalty: 5380.702637
	Iteration 28Q: 3 clusters Score -6631634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -6631657.000000 Penalty: 5380.702637
	Iteration 29Q: 3 clusters Score -6631657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -6631666.000000 Penalty: 5380.702637
	Iteration 30Q: 3 clusters Score -6631666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -6631683.000000 Penalty: 5380.702637
	Iteration 31Q: 3 clusters Score -6631683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -6631690.000000 Penalty: 5380.702637
	Iteration 32Q: 3 clusters Score -6631690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -6631694.500000 Penalty: 5380.702637
	Iteration 33Q: 3 clusters Score -6631694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -6631694.500000 Penalty: 5380.702637
	Iteration 34Q: 3 clusters Score -6631694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -6631692.500000 Penalty: 5380.702637
	Iteration 35Q: 3 clusters Score -6631692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -6631697.000000 Penalty: 5380.702637
	Iteration 36Q: 3 clusters Score -6631697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -6631712.000000 Penalty: 5380.702637
	Iteration 37Q: 3 clusters Score -6631712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -6631725.000000 Penalty: 5380.702637
	Iteration 38Q: 3 clusters Score -6631725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -6631749.500000 Penalty: 5380.702637
	Iteration 39Q: 3 clusters Score -6631750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -6631740.500000 Penalty: 5380.702637
	Iteration 40F: 3 clusters Score -6631740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -6631751.000000 Penalty: 5380.702637
	Iteration 41Q: 3 clusters Score -6631751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -6631751.000000 Penalty: 5380.702637
	Iteration 42Q: 3 clusters Score -6631751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -6631759.500000 Penalty: 5380.702637
	Iteration 43Q: 3 clusters Score -6631760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -6631782.000000 Penalty: 5380.702637
	Iteration 44Q: 3 clusters Score -6631782 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -6631798.000000 Penalty: 5380.702637
	Iteration 45Q: 3 clusters Score -6631798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -6631791.500000 Penalty: 5380.702637
	Iteration 46Q: 3 clusters Score -6631792 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6631806.000000 Penalty: 5380.702637
	Iteration 47Q: 3 clusters Score -6631806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -6631802.000000 Penalty: 5380.702637
	Iteration 48Q: 3 clusters Score -6631802 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -6631822.500000 Penalty: 5380.702637
	Iteration 49Q: 3 clusters Score -6631822 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -6631828.000000 Penalty: 5380.702637
	Iteration 50Q: 3 clusters Score -6631828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6631857.000000 Penalty: 5380.702637
	Iteration 51Q: 3 clusters Score -6631857 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -6631875.500000 Penalty: 5380.702637
	Iteration 52Q: 3 clusters Score -6631876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -6631925.000000 Penalty: 5380.702637
	Iteration 53Q: 3 clusters Score -6631925 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -6631966.000000 Penalty: 5380.702637
	Iteration 54Q: 3 clusters Score -6631966 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -6632044.500000 Penalty: 5380.702637
	Iteration 55Q: 3 clusters Score -6632044 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -6632114.500000 Penalty: 5380.702637
	Iteration 56Q: 3 clusters Score -6632114 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -6632197.000000 Penalty: 5380.702637
	Iteration 57Q: 3 clusters Score -6632197 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -6632293.000000 Penalty: 5380.702637
	Iteration 58Q: 3 clusters Score -6632293 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -6632368.000000 Penalty: 5380.702637
	Iteration 59Q: 3 clusters Score -6632368 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6632463.000000 Penalty: 5380.702637
	Iteration 60F: 3 clusters Score -6632463 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -6632579.000000 Penalty: 5380.702637
	Iteration 61Q: 3 clusters Score -6632579 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -6632705.500000 Penalty: 5380.702637
	Iteration 62Q: 3 clusters Score -6632706 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -6632809.500000 Penalty: 5380.702637
	Iteration 63Q: 3 clusters Score -6632810 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6632906.500000 Penalty: 5380.702637
	Iteration 64Q: 3 clusters Score -6632906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -6633019.000000 Penalty: 5380.702637
	Iteration 65Q: 3 clusters Score -6633019 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -6633200.500000 Penalty: 5380.702637
	Iteration 66Q: 3 clusters Score -6633200 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6633337.000000 Penalty: 5380.702637
	Iteration 67Q: 3 clusters Score -6633337 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -6633471.500000 Penalty: 5380.702637
	Iteration 68Q: 3 clusters Score -6633472 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -6633644.000000 Penalty: 5380.702637
	Iteration 69Q: 3 clusters Score -6633644 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6633792.500000 Penalty: 5380.702637
	Iteration 70Q: 3 clusters Score -6633792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6633883.000000 Penalty: 5380.702637
	Iteration 71Q: 3 clusters Score -6633883 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6634003.000000 Penalty: 5380.702637
	Iteration 72Q: 3 clusters Score -6634003 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -6634091.500000 Penalty: 5380.702637
	Iteration 73Q: 3 clusters Score -6634092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6634158.000000 Penalty: 5380.702637
	Iteration 74Q: 3 clusters Score -6634158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -6634209.000000 Penalty: 5380.702637
	Iteration 75Q: 3 clusters Score -6634209 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -6634305.000000 Penalty: 5380.702637
	Iteration 76Q: 3 clusters Score -6634305 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6634361.500000 Penalty: 5380.702637
	Iteration 77Q: 3 clusters Score -6634362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6634405.500000 Penalty: 5380.702637
	Iteration 78Q: 3 clusters Score -6634406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -6634441.500000 Penalty: 5380.702637
	Iteration 79Q: 3 clusters Score -6634442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6634463.000000 Penalty: 5380.702637
	Iteration 80F: 3 clusters Score -6634463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -6634482.500000 Penalty: 5380.702637
	Iteration 81Q: 3 clusters Score -6634482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -6634494.500000 Penalty: 5380.702637
	Iteration 82Q: 3 clusters Score -6634494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6634538.000000 Penalty: 5380.702637
	Iteration 83Q: 3 clusters Score -6634538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -6634541.000000 Penalty: 5380.702637
	Iteration 84Q: 3 clusters Score -6634541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6634540.500000 Penalty: 5380.702637
	Iteration 85Q: 3 clusters Score -6634540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -6634552.000000 Penalty: 5380.702637
	Iteration 86Q: 3 clusters Score -6634552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6634556.000000 Penalty: 5380.702637
	Iteration 87Q: 3 clusters Score -6634556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6634553.500000 Penalty: 5380.702637
	Iteration 88Q: 3 clusters Score -6634554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6634562.500000 Penalty: 5380.702637
	Iteration 89Q: 3 clusters Score -6634562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6634571.500000 Penalty: 5380.702637
	Iteration 90Q: 3 clusters Score -6634572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6634572.000000 Penalty: 5380.702637
	Iteration 91Q: 3 clusters Score -6634572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -6634573.000000 Penalty: 5380.702637
	Iteration 92Q: 3 clusters Score -6634573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6634575.500000 Penalty: 5380.702637
	Iteration 93Q: 3 clusters Score -6634576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -6634566.500000 Penalty: 5380.702637
	Iteration 94Q: 3 clusters Score -6634566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6634569.500000 Penalty: 5380.702637
	Iteration 95Q: 3 clusters Score -6634570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6634572.000000 Penalty: 5380.702637
	Iteration 96Q: 3 clusters Score -6634572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6634574.500000 Penalty: 5380.702637
	Iteration 97Q: 3 clusters Score -6634574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6634582.500000 Penalty: 5380.702637
	Iteration 98Q: 3 clusters Score -6634582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6634582.000000 Penalty: 5380.702637
	Iteration 99Q: 3 clusters Score -6634582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6634590.000000 Penalty: 5380.702637
	Iteration 100F: 3 clusters Score -6634590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6634589.000000 Penalty: 5380.702637
	Iteration 101Q: 3 clusters Score -6634589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6634589.000000 Penalty: 5380.702637
	Iteration 102F: 3 clusters Score -6634589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Entering Unmasked Estep 
Score: -1433478.250000 Penalty: 2325.946533
	Iteration 0F: 2 clusters Score -1433478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1424654.750000 Penalty: 4651.893066
	Iteration 0F: 3 clusters Score -1424655 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1427239.000000 Penalty: 4651.893066
	Iteration 1F: 3 clusters Score -1427239 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1427532.375000 Penalty: 4651.893066
	Iteration 2F: 3 clusters Score -1427532 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1427753.000000 Penalty: 4651.893066
	Iteration 3Q: 3 clusters Score -1427753 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1427933.750000 Penalty: 4651.893066
	Iteration 4Q: 3 clusters Score -1427934 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1428101.750000 Penalty: 4651.893066
	Iteration 5Q: 3 clusters Score -1428102 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1428245.375000 Penalty: 4651.893066
	Iteration 6Q: 3 clusters Score -1428245 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1428377.000000 Penalty: 4651.893066
	Iteration 7Q: 3 clusters Score -1428377 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1428527.625000 Penalty: 4651.893066
	Iteration 8Q: 3 clusters Score -1428528 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1428708.500000 Penalty: 4651.893066
	Iteration 9Q: 3 clusters Score -1428708 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1428937.000000 Penalty: 4651.893066
	Iteration 10Q: 3 clusters Score -1428937 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1429238.125000 Penalty: 4651.893066
	Iteration 11Q: 3 clusters Score -1429238 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1429623.000000 Penalty: 4651.893066
	Iteration 12Q: 3 clusters Score -1429623 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1430050.375000 Penalty: 4651.893066
	Iteration 13Q: 3 clusters Score -1430050 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1430482.000000 Penalty: 4651.893066
	Iteration 14Q: 3 clusters Score -1430482 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1430830.750000 Penalty: 4651.893066
	Iteration 15Q: 3 clusters Score -1430831 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1431068.000000 Penalty: 4651.893066
	Iteration 16Q: 3 clusters Score -1431068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1431219.250000 Penalty: 4651.893066
	Iteration 17Q: 3 clusters Score -1431219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1431323.250000 Penalty: 4651.893066
	Iteration 18Q: 3 clusters Score -1431323 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1431387.375000 Penalty: 4651.893066
	Iteration 19Q: 3 clusters Score -1431387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1431422.250000 Penalty: 4651.893066
	Iteration 20F: 3 clusters Score -1431422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1431446.125000 Penalty: 4651.893066
	Iteration 21Q: 3 clusters Score -1431446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1431463.250000 Penalty: 4651.893066
	Iteration 22Q: 3 clusters Score -1431463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1431469.375000 Penalty: 4651.893066
	Iteration 23Q: 3 clusters Score -1431469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1431475.875000 Penalty: 4651.893066
	Iteration 24Q: 3 clusters Score -1431476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1431482.000000 Penalty: 4651.893066
	Iteration 25Q: 3 clusters Score -1431482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1431491.500000 Penalty: 4651.893066
	Iteration 26Q: 3 clusters Score -1431492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1431496.625000 Penalty: 4651.893066
	Iteration 27Q: 3 clusters Score -1431497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1431500.625000 Penalty: 4651.893066
	Iteration 28Q: 3 clusters Score -1431501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1431500.625000 Penalty: 4651.893066
	Iteration 29F: 3 clusters Score -1431501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Entering Unmasked Estep 
Score: -16271250.000000 Penalty: 2914.770508
	Iteration 0F: 2 clusters Score -1.627125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -16186288.000000 Penalty: 5829.541016
	Iteration 0F: 3 clusters Score -1.618629e+07 nChanged 60571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -16221123.000000 Penalty: 5829.541016
	Iteration 1F: 3 clusters Score -1.622112e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -16222233.000000 Penalty: 5829.541016
	Iteration 2Q: 3 clusters Score -1.622223e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -16223619.000000 Penalty: 5829.541016
	Iteration 3Q: 3 clusters Score -1.622362e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -16225406.000000 Penalty: 5829.541016
	Iteration 4Q: 3 clusters Score -1.622541e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -16227835.000000 Penalty: 5829.541016
	Iteration 5Q: 3 clusters Score -1.622784e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -16231227.000000 Penalty: 5829.541016
	Iteration 6Q: 3 clusters Score -1.623123e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -16235958.000000 Penalty: 5829.541016
	Iteration 7F: 3 clusters Score -1.623596e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -16241782.000000 Penalty: 5829.541016
	Iteration 8F: 3 clusters Score -1.624178e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -16246702.000000 Penalty: 5829.541016
	Iteration 9F: 3 clusters Score -1.62467e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -16249321.000000 Penalty: 5829.541016
	Iteration 10Q: 3 clusters Score -1.624932e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -16250415.000000 Penalty: 5829.541016
	Iteration 11Q: 3 clusters Score -1.625042e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -16250654.000000 Penalty: 5829.541016
	Iteration 12Q: 3 clusters Score -1.625065e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -16250834.000000 Penalty: 5829.541016
	Iteration 13Q: 3 clusters Score -1.625083e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -16250977.000000 Penalty: 5829.541016
	Iteration 14Q: 3 clusters Score -1.625098e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -16251182.000000 Penalty: 5829.541016
	Iteration 15Q: 3 clusters Score -1.625118e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -16251185.000000 Penalty: 5829.541016
	Iteration 16Q: 3 clusters Score -1.625118e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -16251300.000000 Penalty: 5829.541016
	Iteration 17Q: 3 clusters Score -1.62513e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -16251409.000000 Penalty: 5829.541016
	Iteration 18Q: 3 clusters Score -1.625141e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -16251475.000000 Penalty: 5829.541016
	Iteration 19Q: 3 clusters Score -1.625148e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -16251612.000000 Penalty: 5829.541016
	Iteration 20F: 3 clusters Score -1.625161e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -16251757.000000 Penalty: 5829.541016
	Iteration 21Q: 3 clusters Score -1.625176e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -16251893.000000 Penalty: 5829.541016
	Iteration 22Q: 3 clusters Score -1.625189e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -16252089.000000 Penalty: 5829.541016
	Iteration 23Q: 3 clusters Score -1.625209e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -16252363.000000 Penalty: 5829.541016
	Iteration 24Q: 3 clusters Score -1.625236e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -16252628.000000 Penalty: 5829.541016
	Iteration 25Q: 3 clusters Score -1.625263e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -16252975.000000 Penalty: 5829.541016
	Iteration 26Q: 3 clusters Score -1.625298e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -16253452.000000 Penalty: 5829.541016
	Iteration 27Q: 3 clusters Score -1.625345e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -16254059.000000 Penalty: 5829.541016
	Iteration 28Q: 3 clusters Score -1.625406e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -16254709.000000 Penalty: 5829.541016
	Iteration 29Q: 3 clusters Score -1.625471e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -16255466.000000 Penalty: 5829.541016
	Iteration 30Q: 3 clusters Score -1.625547e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -16256374.000000 Penalty: 5829.541016
	Iteration 31Q: 3 clusters Score -1.625637e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -16257231.000000 Penalty: 5829.541016
	Iteration 32Q: 3 clusters Score -1.625723e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -16257973.000000 Penalty: 5829.541016
	Iteration 33Q: 3 clusters Score -1.625797e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -16258679.000000 Penalty: 5829.541016
	Iteration 34Q: 3 clusters Score -1.625868e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -16259458.000000 Penalty: 5829.541016
	Iteration 35Q: 3 clusters Score -1.625946e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -16260187.000000 Penalty: 5829.541016
	Iteration 36Q: 3 clusters Score -1.626019e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -16260881.000000 Penalty: 5829.541016
	Iteration 37Q: 3 clusters Score -1.626088e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -16261356.000000 Penalty: 5829.541016
	Iteration 38Q: 3 clusters Score -1.626136e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -16261972.000000 Penalty: 5829.541016
	Iteration 39Q: 3 clusters Score -1.626197e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -16262637.000000 Penalty: 5829.541016
	Iteration 40F: 3 clusters Score -1.626264e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -16263239.000000 Penalty: 5829.541016
	Iteration 41Q: 3 clusters Score -1.626324e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -16263743.000000 Penalty: 5829.541016
	Iteration 42Q: 3 clusters Score -1.626374e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 106199 members 
Entering Unmasked Estep 
Score: -16264157.000000 Penalty: 5829.541016
	Iteration 43Q: 3 clusters Score -1.626416e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -16264607.000000 Penalty: 5829.541016
	Iteration 44Q: 3 clusters Score -1.626461e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 109077 members 
Entering Unmasked Estep 
Score: -16264969.000000 Penalty: 5829.541016
	Iteration 45Q: 3 clusters Score -1.626497e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -16265309.000000 Penalty: 5829.541016
	Iteration 46Q: 3 clusters Score -1.626531e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 111585 members 
Entering Unmasked Estep 
Score: -16265707.000000 Penalty: 5829.541016
	Iteration 47Q: 3 clusters Score -1.626571e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -16266069.000000 Penalty: 5829.541016
	Iteration 48Q: 3 clusters Score -1.626607e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -16266477.000000 Penalty: 5829.541016
	Iteration 49Q: 3 clusters Score -1.626648e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -16266757.000000 Penalty: 5829.541016
	Iteration 50Q: 3 clusters Score -1.626676e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -16267004.000000 Penalty: 5829.541016
	Iteration 51Q: 3 clusters Score -1.6267e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -16267288.000000 Penalty: 5829.541016
	Iteration 52Q: 3 clusters Score -1.626729e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -16267539.000000 Penalty: 5829.541016
	Iteration 53Q: 3 clusters Score -1.626754e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -16267794.000000 Penalty: 5829.541016
	Iteration 54Q: 3 clusters Score -1.626779e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -16268001.000000 Penalty: 5829.541016
	Iteration 55Q: 3 clusters Score -1.6268e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -16268221.000000 Penalty: 5829.541016
	Iteration 56Q: 3 clusters Score -1.626822e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 120022 members 
Entering Unmasked Estep 
Score: -16268385.000000 Penalty: 5829.541016
	Iteration 57Q: 3 clusters Score -1.626838e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -16268559.000000 Penalty: 5829.541016
	Iteration 58Q: 3 clusters Score -1.626856e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -16268635.000000 Penalty: 5829.541016
	Iteration 59Q: 3 clusters Score -1.626864e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -16268720.000000 Penalty: 5829.541016
	Iteration 60F: 3 clusters Score -1.626872e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -16268787.000000 Penalty: 5829.541016
	Iteration 61Q: 3 clusters Score -1.626879e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -16268900.000000 Penalty: 5829.541016
	Iteration 62Q: 3 clusters Score -1.62689e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 122268 members 
Entering Unmasked Estep 
Score: -16269006.000000 Penalty: 5829.541016
	Iteration 63Q: 3 clusters Score -1.626901e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 122555 members 
Entering Unmasked Estep 
Score: -16269065.000000 Penalty: 5829.541016
	Iteration 64Q: 3 clusters Score -1.626906e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -16269065.000000 Penalty: 5829.541016
	Iteration 65Q: 3 clusters Score -1.626906e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -16269175.000000 Penalty: 5829.541016
	Iteration 66Q: 3 clusters Score -1.626918e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -16269227.000000 Penalty: 5829.541016
	Iteration 67Q: 3 clusters Score -1.626923e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -16269228.000000 Penalty: 5829.541016
	Iteration 68Q: 3 clusters Score -1.626923e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -16269272.000000 Penalty: 5829.541016
	Iteration 69Q: 3 clusters Score -1.626927e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 123596 members 
Entering Unmasked Estep 
Score: -16269296.000000 Penalty: 5829.541016
	Iteration 70Q: 3 clusters Score -1.62693e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 123699 members 
Entering Unmasked Estep 
Score: -16269343.000000 Penalty: 5829.541016
	Iteration 71Q: 3 clusters Score -1.626934e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -16269379.000000 Penalty: 5829.541016
	Iteration 72Q: 3 clusters Score -1.626938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 123885 members 
Entering Unmasked Estep 
Score: -16269409.000000 Penalty: 5829.541016
	Iteration 73Q: 3 clusters Score -1.626941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -16269386.000000 Penalty: 5829.541016
	Iteration 74Q: 3 clusters Score -1.626939e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -16269413.000000 Penalty: 5829.541016
	Iteration 75Q: 3 clusters Score -1.626941e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 124072 members 
Entering Unmasked Estep 
Score: -16269402.000000 Penalty: 5829.541016
	Iteration 76Q: 3 clusters Score -1.62694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 124108 members 
Entering Unmasked Estep 
Score: -16269404.000000 Penalty: 5829.541016
	Iteration 77Q: 3 clusters Score -1.62694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 124142 members 
Entering Unmasked Estep 
Score: -16269397.000000 Penalty: 5829.541016
	Iteration 78Q: 3 clusters Score -1.62694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -16269421.000000 Penalty: 5829.541016
	Iteration 79Q: 3 clusters Score -1.626942e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -16269418.000000 Penalty: 5829.541016
	Iteration 80F: 3 clusters Score -1.626942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 124232 members 
Entering Unmasked Estep 
Score: -16269419.000000 Penalty: 5829.541016
	Iteration 81Q: 3 clusters Score -1.626942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -16269431.000000 Penalty: 5829.541016
	Iteration 82Q: 3 clusters Score -1.626943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -16269442.000000 Penalty: 5829.541016
	Iteration 83Q: 3 clusters Score -1.626944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -16269429.000000 Penalty: 5829.541016
	Iteration 84Q: 3 clusters Score -1.626943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -16269466.000000 Penalty: 5829.541016
	Iteration 85Q: 3 clusters Score -1.626947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -16269416.000000 Penalty: 5829.541016
	Iteration 86Q: 3 clusters Score -1.626942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -16269419.000000 Penalty: 5829.541016
	Iteration 87Q: 3 clusters Score -1.626942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 124359 members 
Entering Unmasked Estep 
Score: -16269425.000000 Penalty: 5829.541016
	Iteration 88Q: 3 clusters Score -1.626942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -16269421.000000 Penalty: 5829.541016
	Iteration 89Q: 3 clusters Score -1.626942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 124387 members 
Entering Unmasked Estep 
Score: -16269425.000000 Penalty: 5829.541016
	Iteration 90Q: 3 clusters Score -1.626942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -16269425.000000 Penalty: 5829.541016
	Iteration 91Q: 3 clusters Score -1.626942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 124402 members 
Entering Unmasked Estep 
Score: -16269432.000000 Penalty: 5829.541016
	Iteration 92Q: 3 clusters Score -1.626943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 124414 members 
Entering Unmasked Estep 
Score: -16269427.000000 Penalty: 5829.541016
	Iteration 93Q: 3 clusters Score -1.626943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -16269439.000000 Penalty: 5829.541016
	Iteration 94Q: 3 clusters Score -1.626944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -16269428.000000 Penalty: 5829.541016
	Iteration 95Q: 3 clusters Score -1.626943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 124436 members 
Entering Unmasked Estep 
Score: -16269429.000000 Penalty: 5829.541016
	Iteration 96Q: 3 clusters Score -1.626943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -16269448.000000 Penalty: 5829.541016
	Iteration 97Q: 3 clusters Score -1.626945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -16269435.000000 Penalty: 5829.541016
	Iteration 98Q: 3 clusters Score -1.626944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -16269430.000000 Penalty: 5829.541016
	Iteration 99Q: 3 clusters Score -1.626943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -16269430.000000 Penalty: 5829.541016
	Iteration 100F: 3 clusters Score -1.626943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Entering Unmasked Estep 
Score: -1974063.875000 Penalty: 2387.514648
	Iteration 0F: 2 clusters Score -1974064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1963104.250000 Penalty: 4775.029297
	Iteration 0F: 3 clusters Score -1963104 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1966600.500000 Penalty: 4775.029297
	Iteration 1F: 3 clusters Score -1966600 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1966949.750000 Penalty: 4775.029297
	Iteration 2F: 3 clusters Score -1966950 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1967269.875000 Penalty: 4775.029297
	Iteration 3Q: 3 clusters Score -1967270 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1967564.875000 Penalty: 4775.029297
	Iteration 4Q: 3 clusters Score -1967565 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1967854.250000 Penalty: 4775.029297
	Iteration 5Q: 3 clusters Score -1967854 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1968167.375000 Penalty: 4775.029297
	Iteration 6Q: 3 clusters Score -1968167 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1968521.250000 Penalty: 4775.029297
	Iteration 7Q: 3 clusters Score -1968521 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1968982.875000 Penalty: 4775.029297
	Iteration 8Q: 3 clusters Score -1968983 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1969534.250000 Penalty: 4775.029297
	Iteration 9F: 3 clusters Score -1969534 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1970172.000000 Penalty: 4775.029297
	Iteration 10F: 3 clusters Score -1970172 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1970773.000000 Penalty: 4775.029297
	Iteration 11Q: 3 clusters Score -1970773 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1971253.750000 Penalty: 4775.029297
	Iteration 12Q: 3 clusters Score -1971254 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1971587.500000 Penalty: 4775.029297
	Iteration 13Q: 3 clusters Score -1971588 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1971757.000000 Penalty: 4775.029297
	Iteration 14Q: 3 clusters Score -1971757 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1971859.625000 Penalty: 4775.029297
	Iteration 15Q: 3 clusters Score -1971860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1971913.750000 Penalty: 4775.029297
	Iteration 16Q: 3 clusters Score -1971914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1971945.125000 Penalty: 4775.029297
	Iteration 17Q: 3 clusters Score -1971945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1971973.750000 Penalty: 4775.029297
	Iteration 18Q: 3 clusters Score -1971974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1972000.500000 Penalty: 4775.029297
	Iteration 19Q: 3 clusters Score -1972000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1972020.875000 Penalty: 4775.029297
	Iteration 20F: 3 clusters Score -1972021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1972034.750000 Penalty: 4775.029297
	Iteration 21Q: 3 clusters Score -1972035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1972042.625000 Penalty: 4775.029297
	Iteration 22Q: 3 clusters Score -1972043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1972051.375000 Penalty: 4775.029297
	Iteration 23Q: 3 clusters Score -1972051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1972059.625000 Penalty: 4775.029297
	Iteration 24Q: 3 clusters Score -1972060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1972071.875000 Penalty: 4775.029297
	Iteration 25Q: 3 clusters Score -1972072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1972076.375000 Penalty: 4775.029297
	Iteration 26Q: 3 clusters Score -1972076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1972081.625000 Penalty: 4775.029297
	Iteration 27Q: 3 clusters Score -1972082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1972083.875000 Penalty: 4775.029297
	Iteration 28Q: 3 clusters Score -1972084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1972089.000000 Penalty: 4775.029297
	Iteration 29Q: 3 clusters Score -1972089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1972091.875000 Penalty: 4775.029297
	Iteration 30Q: 3 clusters Score -1972092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1972091.375000 Penalty: 4775.029297
	Iteration 31Q: 3 clusters Score -1972091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1972090.625000 Penalty: 4775.029297
	Iteration 32Q: 3 clusters Score -1972091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1972089.125000 Penalty: 4775.029297
	Iteration 33Q: 3 clusters Score -1972089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1972091.750000 Penalty: 4775.029297
	Iteration 34Q: 3 clusters Score -1972092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1972092.625000 Penalty: 4775.029297
	Iteration 35Q: 3 clusters Score -1972093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1972096.125000 Penalty: 4775.029297
	Iteration 36Q: 3 clusters Score -1972096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1972096.750000 Penalty: 4775.029297
	Iteration 37Q: 3 clusters Score -1972097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1972101.875000 Penalty: 4775.029297
	Iteration 38Q: 3 clusters Score -1972102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1972104.625000 Penalty: 4775.029297
	Iteration 39Q: 3 clusters Score -1972105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1972105.250000 Penalty: 4775.029297
	Iteration 40F: 3 clusters Score -1972105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1972107.250000 Penalty: 4775.029297
	Iteration 41Q: 3 clusters Score -1972107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1972106.375000 Penalty: 4775.029297
	Iteration 42Q: 3 clusters Score -1972106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1972110.125000 Penalty: 4775.029297
	Iteration 43Q: 3 clusters Score -1972110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1972111.125000 Penalty: 4775.029297
	Iteration 44Q: 3 clusters Score -1972111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1972119.250000 Penalty: 4775.029297
	Iteration 45Q: 3 clusters Score -1972119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1972119.875000 Penalty: 4775.029297
	Iteration 46Q: 3 clusters Score -1972120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1972119.750000 Penalty: 4775.029297
	Iteration 47Q: 3 clusters Score -1972120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1972121.750000 Penalty: 4775.029297
	Iteration 48Q: 3 clusters Score -1972122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1972125.500000 Penalty: 4775.029297
	Iteration 49Q: 3 clusters Score -1972126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1972128.750000 Penalty: 4775.029297
	Iteration 50Q: 3 clusters Score -1972129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1972131.000000 Penalty: 4775.029297
	Iteration 51Q: 3 clusters Score -1972131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1972131.250000 Penalty: 4775.029297
	Iteration 52Q: 3 clusters Score -1972131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1972131.625000 Penalty: 4775.029297
	Iteration 53Q: 3 clusters Score -1972132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1972130.625000 Penalty: 4775.029297
	Iteration 54Q: 3 clusters Score -1972131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1972132.375000 Penalty: 4775.029297
	Iteration 55Q: 3 clusters Score -1972132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1972134.250000 Penalty: 4775.029297
	Iteration 56Q: 3 clusters Score -1972134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1972134.000000 Penalty: 4775.029297
	Iteration 57Q: 3 clusters Score -1972134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1972137.375000 Penalty: 4775.029297
	Iteration 58Q: 3 clusters Score -1972137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1972136.000000 Penalty: 4775.029297
	Iteration 59Q: 3 clusters Score -1972136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1972134.625000 Penalty: 4775.029297
	Iteration 60F: 3 clusters Score -1972135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 167628 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35206 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78782 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44145 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188126 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51441 members 
Mstep: Class 20 contains 11835 members 
Mstep: Class 22 contains 127148 members 
Mstep: Class 23 contains 15170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288776.000000 Penalty: 60574.269531
Iteration 359Q: 19 clusters Score -9.828878e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 167695 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35222 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78772 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44152 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188215 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51449 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 22 contains 126944 members 
Mstep: Class 23 contains 15171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288840.000000 Penalty: 60574.269531
Iteration 360F: 19 clusters Score -9.828884e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 167770 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35239 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78760 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44158 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188304 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51481 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 22 contains 126727 members 
Mstep: Class 23 contains 15175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288784.000000 Penalty: 60574.269531
Iteration 361Q: 19 clusters Score -9.828878e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 167867 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35253 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78755 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44166 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188393 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51499 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 22 contains 126480 members 
Mstep: Class 23 contains 15180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288864.000000 Penalty: 60574.269531
Iteration 362Q: 19 clusters Score -9.828886e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 167950 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35269 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78749 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44177 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188454 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51525 members 
Mstep: Class 20 contains 11831 members 
Mstep: Class 22 contains 126227 members 
Mstep: Class 23 contains 15194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288856.000000 Penalty: 60574.269531
Iteration 363Q: 19 clusters Score -9.828886e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 168051 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35283 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78739 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44183 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188537 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51553 members 
Mstep: Class 20 contains 11833 members 
Mstep: Class 22 contains 125958 members 
Mstep: Class 23 contains 15210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288808.000000 Penalty: 60574.269531
Iteration 364Q: 19 clusters Score -9.828881e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 168159 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35315 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78724 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44195 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188621 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51598 members 
Mstep: Class 20 contains 11833 members 
Mstep: Class 22 contains 125653 members 
Mstep: Class 23 contains 15222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288760.000000 Penalty: 60574.269531
Iteration 365Q: 19 clusters Score -9.828876e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 168271 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35340 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78709 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44202 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188744 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51638 members 
Mstep: Class 20 contains 11830 members 
Mstep: Class 22 contains 125318 members 
Mstep: Class 23 contains 15239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288816.000000 Penalty: 60574.269531
Iteration 366Q: 19 clusters Score -9.828882e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 168359 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35374 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78703 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44211 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 188878 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51685 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 22 contains 124977 members 
Mstep: Class 23 contains 15251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288824.000000 Penalty: 60574.269531
Iteration 367Q: 19 clusters Score -9.828882e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 168454 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35396 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78684 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44226 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189013 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51710 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 124653 members 
Mstep: Class 23 contains 15269 members 
Entering Unmasked Estep 
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Iteration 368Q: 19 clusters Score -9.828877e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 168546 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35420 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78664 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44252 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189153 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51745 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 124301 members 
Mstep: Class 23 contains 15289 members 
Entering Unmasked Estep 
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Iteration 369Q: 19 clusters Score -9.828865e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 168641 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35444 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78637 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189303 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51775 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 22 contains 123957 members 
Mstep: Class 23 contains 15306 members 
Entering Unmasked Estep 
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Iteration 370Q: 19 clusters Score -9.828879e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 168731 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35466 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78623 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44297 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189446 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51820 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 22 contains 123597 members 
Mstep: Class 23 contains 15323 members 
Entering Unmasked Estep 
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Iteration 371Q: 19 clusters Score -9.828886e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 168807 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35495 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78592 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44310 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189609 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51868 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 22 contains 123256 members 
Mstep: Class 23 contains 15331 members 
Entering Unmasked Estep 
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Iteration 372Q: 19 clusters Score -9.828851e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 168904 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35516 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78573 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44325 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189766 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51922 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 122880 members 
Mstep: Class 23 contains 15345 members 
Entering Unmasked Estep 
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Iteration 373Q: 19 clusters Score -9.82885e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 168984 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35545 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78551 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44341 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 189913 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 51974 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 22 contains 122535 members 
Mstep: Class 23 contains 15356 members 
Entering Unmasked Estep 
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Iteration 374Q: 19 clusters Score -9.828826e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 169074 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35573 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78526 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44363 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190079 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52017 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 22 contains 122179 members 
Mstep: Class 23 contains 15361 members 
Entering Unmasked Estep 
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Iteration 375Q: 19 clusters Score -9.828832e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 169162 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35596 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78512 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44385 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190205 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52066 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 22 contains 121843 members 
Mstep: Class 23 contains 15370 members 
Entering Unmasked Estep 
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Iteration 376Q: 19 clusters Score -9.828832e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 169210 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35623 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78502 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44409 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190330 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52113 members 
Mstep: Class 20 contains 11822 members 
Mstep: Class 22 contains 121534 members 
Mstep: Class 23 contains 15374 members 
Entering Unmasked Estep 
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Iteration 377Q: 19 clusters Score -9.828828e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 169280 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35657 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78499 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44426 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190447 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52161 members 
Mstep: Class 20 contains 11816 members 
Mstep: Class 22 contains 121198 members 
Mstep: Class 23 contains 15385 members 
Entering Unmasked Estep 
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Iteration 378Q: 19 clusters Score -9.828814e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 169357 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35685 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78488 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44434 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190578 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52214 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 22 contains 120860 members 
Mstep: Class 23 contains 15389 members 
Entering Unmasked Estep 
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Iteration 379Q: 19 clusters Score -9.828818e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 169446 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35717 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78476 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44439 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190703 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52254 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 22 contains 120518 members 
Mstep: Class 23 contains 15389 members 
Entering Unmasked Estep 
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Iteration 380F: 19 clusters Score -9.82882e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 169489 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35759 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78462 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44446 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190840 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52298 members 
Mstep: Class 20 contains 11811 members 
Mstep: Class 22 contains 120195 members 
Mstep: Class 23 contains 15393 members 
Entering Unmasked Estep 
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Iteration 381Q: 19 clusters Score -9.828822e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 169526 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35802 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78449 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44458 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 190971 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52336 members 
Mstep: Class 20 contains 11808 members 
Mstep: Class 22 contains 119874 members 
Mstep: Class 23 contains 15404 members 
Entering Unmasked Estep 
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Iteration 382Q: 19 clusters Score -9.828811e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 169588 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35832 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78442 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44475 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191092 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52390 members 
Mstep: Class 20 contains 11803 members 
Mstep: Class 22 contains 119499 members 
Mstep: Class 23 contains 15422 members 
Entering Unmasked Estep 
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Iteration 383Q: 19 clusters Score -9.828805e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 169645 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35880 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78428 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44493 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191231 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52444 members 
Mstep: Class 20 contains 11803 members 
Mstep: Class 22 contains 119110 members 
Mstep: Class 23 contains 15432 members 
Entering Unmasked Estep 
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Iteration 384Q: 19 clusters Score -9.828803e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 169728 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35917 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78410 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44510 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191389 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52488 members 
Mstep: Class 20 contains 11795 members 
Mstep: Class 22 contains 118740 members 
Mstep: Class 23 contains 15435 members 
Entering Unmasked Estep 
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Iteration 385Q: 19 clusters Score -9.828786e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 169829 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35944 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78390 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44529 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191518 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52542 members 
Mstep: Class 20 contains 11796 members 
Mstep: Class 22 contains 118366 members 
Mstep: Class 23 contains 15441 members 
Entering Unmasked Estep 
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Iteration 386Q: 19 clusters Score -9.828786e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 169919 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 35972 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78377 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44549 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191647 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52603 members 
Mstep: Class 20 contains 11793 members 
Mstep: Class 22 contains 117992 members 
Mstep: Class 23 contains 15443 members 
Entering Unmasked Estep 
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Iteration 387Q: 19 clusters Score -9.828785e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 170038 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36014 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78367 members 
Mstep: Class 8 contains 3386 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44556 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191774 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52665 members 
Mstep: Class 20 contains 11789 members 
Mstep: Class 22 contains 117586 members 
Mstep: Class 23 contains 15448 members 
Entering Unmasked Estep 
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Iteration 388Q: 19 clusters Score -9.828763e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 170100 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36058 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78359 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44572 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 191911 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52732 members 
Mstep: Class 20 contains 11796 members 
Mstep: Class 22 contains 117180 members 
Mstep: Class 23 contains 15455 members 
Entering Unmasked Estep 
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Iteration 389Q: 19 clusters Score -9.828759e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 170182 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36111 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78348 members 
Mstep: Class 8 contains 3385 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44602 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192042 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52790 members 
Mstep: Class 20 contains 11796 members 
Mstep: Class 22 contains 116753 members 
Mstep: Class 23 contains 15467 members 
Entering Unmasked Estep 
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Iteration 390Q: 19 clusters Score -9.828762e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 170278 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36154 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78325 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 397 members 
Mstep: Class 11 contains 44633 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192155 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52853 members 
Mstep: Class 20 contains 11798 members 
Mstep: Class 22 contains 116343 members 
Mstep: Class 23 contains 15482 members 
Entering Unmasked Estep 
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Iteration 391Q: 19 clusters Score -9.828771e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 170369 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78305 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44670 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192264 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52909 members 
Mstep: Class 20 contains 11797 members 
Mstep: Class 22 contains 115944 members 
Mstep: Class 23 contains 15502 members 
Entering Unmasked Estep 
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Iteration 392Q: 19 clusters Score -9.828764e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 170446 members 
Mstep: Class 3 contains 626 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36259 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78287 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44701 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192382 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 52976 members 
Mstep: Class 20 contains 11797 members 
Mstep: Class 22 contains 115529 members 
Mstep: Class 23 contains 15517 members 
Entering Unmasked Estep 
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Iteration 393Q: 19 clusters Score -9.828741e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 170545 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36315 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78270 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44725 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192512 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53019 members 
Mstep: Class 20 contains 11800 members 
Mstep: Class 22 contains 115102 members 
Mstep: Class 23 contains 15533 members 
Entering Unmasked Estep 
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Iteration 394Q: 19 clusters Score -9.828756e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 170635 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36377 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78259 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44744 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192664 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53062 members 
Mstep: Class 20 contains 11803 members 
Mstep: Class 22 contains 114670 members 
Mstep: Class 23 contains 15547 members 
Entering Unmasked Estep 
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Iteration 395Q: 19 clusters Score -9.828761e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 170747 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36431 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78251 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44764 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192801 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53123 members 
Mstep: Class 20 contains 11802 members 
Mstep: Class 22 contains 114220 members 
Mstep: Class 23 contains 15563 members 
Entering Unmasked Estep 
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Iteration 396Q: 19 clusters Score -9.82877e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 170830 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36489 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78240 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44798 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 192940 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53172 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 22 contains 113783 members 
Mstep: Class 23 contains 15572 members 
Entering Unmasked Estep 
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Iteration 397Q: 19 clusters Score -9.828791e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 170921 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36527 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78207 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44826 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193100 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53218 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 22 contains 113384 members 
Mstep: Class 23 contains 15580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287800.000000 Penalty: 60574.269531
Iteration 398Q: 19 clusters Score -9.82878e+07 nChanged 794
Entering ConstructFrom: 
Score: -98287800.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (49633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Entering Unmasked Estep 
Score: -6418000.000000 Penalty: 2681.478027
	Iteration 0F: 2 clusters Score -6418000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -6384659.500000 Penalty: 5362.956055
	Iteration 0F: 3 clusters Score -6384660 nChanged 22808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6397178.500000 Penalty: 5362.956055
	Iteration 1F: 3 clusters Score -6397178 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -6397713.500000 Penalty: 5362.956055
	Iteration 2Q: 3 clusters Score -6397714 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -6398213.000000 Penalty: 5362.956055
	Iteration 3Q: 3 clusters Score -6398213 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -6398816.500000 Penalty: 5362.956055
	Iteration 4Q: 3 clusters Score -6398816 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -6399587.000000 Penalty: 5362.956055
	Iteration 5Q: 3 clusters Score -6399587 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6400553.500000 Penalty: 5362.956055
	Iteration 6Q: 3 clusters Score -6400554 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -6401859.000000 Penalty: 5362.956055
	Iteration 7Q: 3 clusters Score -6401859 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6403518.500000 Penalty: 5362.956055
	Iteration 8F: 3 clusters Score -6403518 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -6405486.500000 Penalty: 5362.956055
	Iteration 9F: 3 clusters Score -6405486 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -6407477.500000 Penalty: 5362.956055
	Iteration 10F: 3 clusters Score -6407478 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -6408942.500000 Penalty: 5362.956055
	Iteration 11F: 3 clusters Score -6408942 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -6409760.000000 Penalty: 5362.956055
	Iteration 12Q: 3 clusters Score -6409760 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -6410313.000000 Penalty: 5362.956055
	Iteration 13Q: 3 clusters Score -6410313 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -6410798.500000 Penalty: 5362.956055
	Iteration 14Q: 3 clusters Score -6410798 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6411294.000000 Penalty: 5362.956055
	Iteration 15Q: 3 clusters Score -6411294 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -6411852.000000 Penalty: 5362.956055
	Iteration 16Q: 3 clusters Score -6411852 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -6412401.500000 Penalty: 5362.956055
	Iteration 17Q: 3 clusters Score -6412402 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6412824.000000 Penalty: 5362.956055
	Iteration 18Q: 3 clusters Score -6412824 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -6413130.500000 Penalty: 5362.956055
	Iteration 19Q: 3 clusters Score -6413130 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -6413334.500000 Penalty: 5362.956055
	Iteration 20F: 3 clusters Score -6413334 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -6413486.500000 Penalty: 5362.956055
	Iteration 21Q: 3 clusters Score -6413486 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6413629.000000 Penalty: 5362.956055
	Iteration 22Q: 3 clusters Score -6413629 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -6413756.000000 Penalty: 5362.956055
	Iteration 23Q: 3 clusters Score -6413756 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -6413853.000000 Penalty: 5362.956055
	Iteration 24Q: 3 clusters Score -6413853 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -6413941.000000 Penalty: 5362.956055
	Iteration 25Q: 3 clusters Score -6413941 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -6414029.500000 Penalty: 5362.956055
	Iteration 26Q: 3 clusters Score -6414030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -6414154.500000 Penalty: 5362.956055
	Iteration 27Q: 3 clusters Score -6414154 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -6414242.000000 Penalty: 5362.956055
	Iteration 28Q: 3 clusters Score -6414242 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -6414298.000000 Penalty: 5362.956055
	Iteration 29Q: 3 clusters Score -6414298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -6414329.500000 Penalty: 5362.956055
	Iteration 30Q: 3 clusters Score -6414330 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -6414395.500000 Penalty: 5362.956055
	Iteration 31Q: 3 clusters Score -6414396 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -6414450.000000 Penalty: 5362.956055
	Iteration 32Q: 3 clusters Score -6414450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6414482.500000 Penalty: 5362.956055
	Iteration 33Q: 3 clusters Score -6414482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -6414521.000000 Penalty: 5362.956055
	Iteration 34Q: 3 clusters Score -6414521 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -6414562.500000 Penalty: 5362.956055
	Iteration 35Q: 3 clusters Score -6414562 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6414588.000000 Penalty: 5362.956055
	Iteration 36Q: 3 clusters Score -6414588 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -6414631.000000 Penalty: 5362.956055
	Iteration 37Q: 3 clusters Score -6414631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -6414665.500000 Penalty: 5362.956055
	Iteration 38Q: 3 clusters Score -6414666 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6414694.500000 Penalty: 5362.956055
	Iteration 39Q: 3 clusters Score -6414694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -6414735.000000 Penalty: 5362.956055
	Iteration 40F: 3 clusters Score -6414735 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -6414773.000000 Penalty: 5362.956055
	Iteration 41Q: 3 clusters Score -6414773 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6414808.500000 Penalty: 5362.956055
	Iteration 42Q: 3 clusters Score -6414808 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -6414877.500000 Penalty: 5362.956055
	Iteration 43Q: 3 clusters Score -6414878 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -6414917.500000 Penalty: 5362.956055
	Iteration 44Q: 3 clusters Score -6414918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6414936.000000 Penalty: 5362.956055
	Iteration 45Q: 3 clusters Score -6414936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -6414991.000000 Penalty: 5362.956055
	Iteration 46Q: 3 clusters Score -6414991 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6415021.000000 Penalty: 5362.956055
	Iteration 47Q: 3 clusters Score -6415021 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -6415071.000000 Penalty: 5362.956055
	Iteration 48Q: 3 clusters Score -6415071 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6415111.000000 Penalty: 5362.956055
	Iteration 49Q: 3 clusters Score -6415111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -6415156.000000 Penalty: 5362.956055
	Iteration 50Q: 3 clusters Score -6415156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6415205.000000 Penalty: 5362.956055
	Iteration 51Q: 3 clusters Score -6415205 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6415246.500000 Penalty: 5362.956055
	Iteration 52Q: 3 clusters Score -6415246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -6415276.000000 Penalty: 5362.956055
	Iteration 53Q: 3 clusters Score -6415276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6415306.500000 Penalty: 5362.956055
	Iteration 54Q: 3 clusters Score -6415306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6415345.000000 Penalty: 5362.956055
	Iteration 55Q: 3 clusters Score -6415345 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -6415365.500000 Penalty: 5362.956055
	Iteration 56Q: 3 clusters Score -6415366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -6415388.500000 Penalty: 5362.956055
	Iteration 57Q: 3 clusters Score -6415388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6415428.500000 Penalty: 5362.956055
	Iteration 58Q: 3 clusters Score -6415428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -6415457.000000 Penalty: 5362.956055
	Iteration 59Q: 3 clusters Score -6415457 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -6415472.000000 Penalty: 5362.956055
	Iteration 60F: 3 clusters Score -6415472 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -6415506.500000 Penalty: 5362.956055
	Iteration 61Q: 3 clusters Score -6415506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6415516.000000 Penalty: 5362.956055
	Iteration 62Q: 3 clusters Score -6415516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6415529.000000 Penalty: 5362.956055
	Iteration 63Q: 3 clusters Score -6415529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -6415539.500000 Penalty: 5362.956055
	Iteration 64Q: 3 clusters Score -6415540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -6415557.500000 Penalty: 5362.956055
	Iteration 65Q: 3 clusters Score -6415558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6415567.500000 Penalty: 5362.956055
	Iteration 66Q: 3 clusters Score -6415568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -6415589.000000 Penalty: 5362.956055
	Iteration 67Q: 3 clusters Score -6415589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -6415599.000000 Penalty: 5362.956055
	Iteration 68Q: 3 clusters Score -6415599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -6415615.000000 Penalty: 5362.956055
	Iteration 69Q: 3 clusters Score -6415615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6415615.000000 Penalty: 5362.956055
	Iteration 70Q: 3 clusters Score -6415615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -6415628.500000 Penalty: 5362.956055
	Iteration 71Q: 3 clusters Score -6415628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6415645.000000 Penalty: 5362.956055
	Iteration 72Q: 3 clusters Score -6415645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6415648.000000 Penalty: 5362.956055
	Iteration 73Q: 3 clusters Score -6415648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6415657.000000 Penalty: 5362.956055
	Iteration 74Q: 3 clusters Score -6415657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6415656.500000 Penalty: 5362.956055
	Iteration 75Q: 3 clusters Score -6415656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -6415660.500000 Penalty: 5362.956055
	Iteration 76Q: 3 clusters Score -6415660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -6415678.000000 Penalty: 5362.956055
	Iteration 77Q: 3 clusters Score -6415678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -6415683.500000 Penalty: 5362.956055
	Iteration 78Q: 3 clusters Score -6415684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -6415689.000000 Penalty: 5362.956055
	Iteration 79Q: 3 clusters Score -6415689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -6415709.000000 Penalty: 5362.956055
	Iteration 80F: 3 clusters Score -6415709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -6415708.000000 Penalty: 5362.956055
	Iteration 81Q: 3 clusters Score -6415708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -6415703.000000 Penalty: 5362.956055
	Iteration 82Q: 3 clusters Score -6415703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -6415702.000000 Penalty: 5362.956055
	Iteration 83Q: 3 clusters Score -6415702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6415703.500000 Penalty: 5362.956055
	Iteration 84Q: 3 clusters Score -6415704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6415709.500000 Penalty: 5362.956055
	Iteration 85Q: 3 clusters Score -6415710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -6415720.000000 Penalty: 5362.956055
	Iteration 86Q: 3 clusters Score -6415720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -6415729.500000 Penalty: 5362.956055
	Iteration 87Q: 3 clusters Score -6415730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6415724.500000 Penalty: 5362.956055
	Iteration 88Q: 3 clusters Score -6415724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6415724.000000 Penalty: 5362.956055
	Iteration 89Q: 3 clusters Score -6415724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6415729.000000 Penalty: 5362.956055
	Iteration 90Q: 3 clusters Score -6415729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -6415728.000000 Penalty: 5362.956055
	Iteration 91Q: 3 clusters Score -6415728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -6415731.500000 Penalty: 5362.956055
	Iteration 92Q: 3 clusters Score -6415732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6415732.500000 Penalty: 5362.956055
	Iteration 93Q: 3 clusters Score -6415732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -6415739.000000 Penalty: 5362.956055
	Iteration 94Q: 3 clusters Score -6415739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -6415739.000000 Penalty: 5362.956055
	Iteration 95F: 3 clusters Score -6415739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (171005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Entering Unmasked Estep 
Score: -21898986.000000 Penalty: 2988.263184
	Iteration 0F: 2 clusters Score -2.189899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -21787340.000000 Penalty: 5976.526367
	Iteration 0F: 3 clusters Score -2.178734e+07 nChanged 82207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -21834556.000000 Penalty: 5976.526367
	Iteration 1F: 3 clusters Score -2.183456e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -21835162.000000 Penalty: 5976.526367
	Iteration 2Q: 3 clusters Score -2.183516e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -21835886.000000 Penalty: 5976.526367
	Iteration 3Q: 3 clusters Score -2.183589e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -21836854.000000 Penalty: 5976.526367
	Iteration 4Q: 3 clusters Score -2.183685e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -21838088.000000 Penalty: 5976.526367
	Iteration 5Q: 3 clusters Score -2.183809e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -21840044.000000 Penalty: 5976.526367
	Iteration 6Q: 3 clusters Score -2.184004e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -21843222.000000 Penalty: 5976.526367
	Iteration 7Q: 3 clusters Score -2.184322e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -21848220.000000 Penalty: 5976.526367
	Iteration 8F: 3 clusters Score -2.184822e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -21856398.000000 Penalty: 5976.526367
	Iteration 9F: 3 clusters Score -2.18564e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -21866352.000000 Penalty: 5976.526367
	Iteration 10F: 3 clusters Score -2.186635e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -21873994.000000 Penalty: 5976.526367
	Iteration 11F: 3 clusters Score -2.187399e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -21877182.000000 Penalty: 5976.526367
	Iteration 12Q: 3 clusters Score -2.187718e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -21878578.000000 Penalty: 5976.526367
	Iteration 13Q: 3 clusters Score -2.187858e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106711 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -21879520.000000 Penalty: 5976.526367
	Iteration 14Q: 3 clusters Score -2.187952e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -21880312.000000 Penalty: 5976.526367
	Iteration 15Q: 3 clusters Score -2.188031e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -21881164.000000 Penalty: 5976.526367
	Iteration 16Q: 3 clusters Score -2.188116e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -21881930.000000 Penalty: 5976.526367
	Iteration 17Q: 3 clusters Score -2.188193e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -21882732.000000 Penalty: 5976.526367
	Iteration 18Q: 3 clusters Score -2.188273e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -21883356.000000 Penalty: 5976.526367
	Iteration 19Q: 3 clusters Score -2.188336e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -21884098.000000 Penalty: 5976.526367
	Iteration 20F: 3 clusters Score -2.18841e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -21884688.000000 Penalty: 5976.526367
	Iteration 21Q: 3 clusters Score -2.188469e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122115 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -21885130.000000 Penalty: 5976.526367
	Iteration 22Q: 3 clusters Score -2.188513e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124102 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -21885714.000000 Penalty: 5976.526367
	Iteration 23Q: 3 clusters Score -2.188571e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126152 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -21886282.000000 Penalty: 5976.526367
	Iteration 24Q: 3 clusters Score -2.188628e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128153 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -21886760.000000 Penalty: 5976.526367
	Iteration 25Q: 3 clusters Score -2.188676e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130061 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -21887162.000000 Penalty: 5976.526367
	Iteration 26Q: 3 clusters Score -2.188716e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -21887632.000000 Penalty: 5976.526367
	Iteration 27Q: 3 clusters Score -2.188763e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133890 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -21888136.000000 Penalty: 5976.526367
	Iteration 28Q: 3 clusters Score -2.188814e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135893 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -21888476.000000 Penalty: 5976.526367
	Iteration 29Q: 3 clusters Score -2.188848e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -21889078.000000 Penalty: 5976.526367
	Iteration 30Q: 3 clusters Score -2.188908e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139929 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -21889608.000000 Penalty: 5976.526367
	Iteration 31Q: 3 clusters Score -2.188961e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -21890204.000000 Penalty: 5976.526367
	Iteration 32Q: 3 clusters Score -2.18902e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143833 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -21890682.000000 Penalty: 5976.526367
	Iteration 33Q: 3 clusters Score -2.189068e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145748 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -21891294.000000 Penalty: 5976.526367
	Iteration 34Q: 3 clusters Score -2.189129e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -21891852.000000 Penalty: 5976.526367
	Iteration 35Q: 3 clusters Score -2.189185e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -21892314.000000 Penalty: 5976.526367
	Iteration 36Q: 3 clusters Score -2.189231e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -21892776.000000 Penalty: 5976.526367
	Iteration 37Q: 3 clusters Score -2.189278e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -21893230.000000 Penalty: 5976.526367
	Iteration 38Q: 3 clusters Score -2.189323e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -21893800.000000 Penalty: 5976.526367
	Iteration 39Q: 3 clusters Score -2.18938e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -21894198.000000 Penalty: 5976.526367
	Iteration 40F: 3 clusters Score -2.18942e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -21894660.000000 Penalty: 5976.526367
	Iteration 41Q: 3 clusters Score -2.189466e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159383 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -21894934.000000 Penalty: 5976.526367
	Iteration 42Q: 3 clusters Score -2.189493e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160703 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -21895168.000000 Penalty: 5976.526367
	Iteration 43Q: 3 clusters Score -2.189517e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161930 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -21895496.000000 Penalty: 5976.526367
	Iteration 44Q: 3 clusters Score -2.18955e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -21895760.000000 Penalty: 5976.526367
	Iteration 45Q: 3 clusters Score -2.189576e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -21895926.000000 Penalty: 5976.526367
	Iteration 46Q: 3 clusters Score -2.189593e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164828 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -21896090.000000 Penalty: 5976.526367
	Iteration 47Q: 3 clusters Score -2.189609e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -21896210.000000 Penalty: 5976.526367
	Iteration 48Q: 3 clusters Score -2.189621e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166174 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -21896374.000000 Penalty: 5976.526367
	Iteration 49Q: 3 clusters Score -2.189637e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21896426.000000 Penalty: 5976.526367
	Iteration 50Q: 3 clusters Score -2.189643e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167138 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -21896442.000000 Penalty: 5976.526367
	Iteration 51Q: 3 clusters Score -2.189644e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167519 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21896462.000000 Penalty: 5976.526367
	Iteration 52Q: 3 clusters Score -2.189646e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167817 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -21896520.000000 Penalty: 5976.526367
	Iteration 53Q: 3 clusters Score -2.189652e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -21896610.000000 Penalty: 5976.526367
	Iteration 54Q: 3 clusters Score -2.189661e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -21896668.000000 Penalty: 5976.526367
	Iteration 55Q: 3 clusters Score -2.189667e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21896718.000000 Penalty: 5976.526367
	Iteration 56Q: 3 clusters Score -2.189672e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21896768.000000 Penalty: 5976.526367
	Iteration 57Q: 3 clusters Score -2.189677e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21896744.000000 Penalty: 5976.526367
	Iteration 58Q: 3 clusters Score -2.189674e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21896782.000000 Penalty: 5976.526367
	Iteration 59Q: 3 clusters Score -2.189678e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169033 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -21896806.000000 Penalty: 5976.526367
	Iteration 60F: 3 clusters Score -2.189681e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21896778.000000 Penalty: 5976.526367
	Iteration 61Q: 3 clusters Score -2.189678e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -21896788.000000 Penalty: 5976.526367
	Iteration 62Q: 3 clusters Score -2.189679e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169243 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21896790.000000 Penalty: 5976.526367
	Iteration 63Q: 3 clusters Score -2.189679e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -21896786.000000 Penalty: 5976.526367
	Iteration 64Q: 3 clusters Score -2.189679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21896802.000000 Penalty: 5976.526367
	Iteration 65Q: 3 clusters Score -2.18968e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21896816.000000 Penalty: 5976.526367
	Iteration 66Q: 3 clusters Score -2.189682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21896812.000000 Penalty: 5976.526367
	Iteration 67Q: 3 clusters Score -2.189681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21896814.000000 Penalty: 5976.526367
	Iteration 68Q: 3 clusters Score -2.189681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21896826.000000 Penalty: 5976.526367
	Iteration 69Q: 3 clusters Score -2.189683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21896812.000000 Penalty: 5976.526367
	Iteration 70Q: 3 clusters Score -2.189681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -21896804.000000 Penalty: 5976.526367
	Iteration 71Q: 3 clusters Score -2.18968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -21896832.000000 Penalty: 5976.526367
	Iteration 72Q: 3 clusters Score -2.189683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21896832.000000 Penalty: 5976.526367
	Iteration 73Q: 3 clusters Score -2.189683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 74Q: 3 clusters Score -2.189682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169549 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 75Q: 3 clusters Score -2.189682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21896828.000000 Penalty: 5976.526367
	Iteration 76Q: 3 clusters Score -2.189683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21896826.000000 Penalty: 5976.526367
	Iteration 77Q: 3 clusters Score -2.189683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21896818.000000 Penalty: 5976.526367
	Iteration 78Q: 3 clusters Score -2.189682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 79Q: 3 clusters Score -2.189682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169563 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -21896832.000000 Penalty: 5976.526367
	Iteration 80F: 3 clusters Score -2.189683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21896818.000000 Penalty: 5976.526367
	Iteration 81Q: 3 clusters Score -2.189682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21896808.000000 Penalty: 5976.526367
	Iteration 82Q: 3 clusters Score -2.189681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -21896844.000000 Penalty: 5976.526367
	Iteration 83Q: 3 clusters Score -2.189684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21896822.000000 Penalty: 5976.526367
	Iteration 84Q: 3 clusters Score -2.189682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -21896818.000000 Penalty: 5976.526367
	Iteration 85Q: 3 clusters Score -2.189682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 86Q: 3 clusters Score -2.189682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21896822.000000 Penalty: 5976.526367
	Iteration 87Q: 3 clusters Score -2.189682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 88Q: 3 clusters Score -2.189682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169606 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21896812.000000 Penalty: 5976.526367
	Iteration 89Q: 3 clusters Score -2.189681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21896826.000000 Penalty: 5976.526367
	Iteration 90Q: 3 clusters Score -2.189683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -21896820.000000 Penalty: 5976.526367
	Iteration 91Q: 3 clusters Score -2.189682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 92Q: 3 clusters Score -2.189682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169643 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21896824.000000 Penalty: 5976.526367
	Iteration 93Q: 3 clusters Score -2.189682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21896842.000000 Penalty: 5976.526367
	Iteration 94Q: 3 clusters Score -2.189684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169658 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21896860.000000 Penalty: 5976.526367
	Iteration 95Q: 3 clusters Score -2.189686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169664 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -21896858.000000 Penalty: 5976.526367
	Iteration 96Q: 3 clusters Score -2.189686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21896852.000000 Penalty: 5976.526367
	Iteration 97Q: 3 clusters Score -2.189685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21896848.000000 Penalty: 5976.526367
	Iteration 98Q: 3 clusters Score -2.189685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169672 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21896850.000000 Penalty: 5976.526367
	Iteration 99Q: 3 clusters Score -2.189685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169672 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21896850.000000 Penalty: 5976.526367
	Iteration 100F: 3 clusters Score -2.189685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -74112.351562 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -74112.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72456.156250 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -72456.16 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72702.781250 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -72702.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72771.242188 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -72771.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72806.476562 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -72806.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72838.898438 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -72838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72861.570312 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -72861.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72885.609375 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -72885.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72906.414062 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -72906.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72909.968750 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -72909.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72910.695312 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -72910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72910.695312 Penalty: 3193.125000
	Iteration 10F: 3 clusters Score -72910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45866.863281 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45866.86 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46200.406250 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46200.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46313.765625 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46313.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46349.835938 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -46349.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46384.328125 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46384.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46403.945312 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -46403.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46419.097656 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -46419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46459.355469 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -46459.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46516.457031 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -46516.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46557.644531 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -46557.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46594.656250 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -46594.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46615.730469 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -46615.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46628.121094 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -46628.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46639.289062 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -46639.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46661.371094 Penalty: 3058.047119
	Iteration 14Q: 3 clusters Score -46661.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46676.535156 Penalty: 3058.047119
	Iteration 15Q: 3 clusters Score -46676.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46689.191406 Penalty: 3058.047119
	Iteration 16Q: 3 clusters Score -46689.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46699.847656 Penalty: 3058.047119
	Iteration 17Q: 3 clusters Score -46699.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46713.632812 Penalty: 3058.047119
	Iteration 18Q: 3 clusters Score -46713.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46714.503906 Penalty: 3058.047119
	Iteration 19Q: 3 clusters Score -46714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46715.808594 Penalty: 3058.047119
	Iteration 20F: 3 clusters Score -46715.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46737.910156 Penalty: 3058.047119
	Iteration 21Q: 3 clusters Score -46737.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46766.531250 Penalty: 3058.047119
	Iteration 22Q: 3 clusters Score -46766.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46777.265625 Penalty: 3058.047119
	Iteration 23Q: 3 clusters Score -46777.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46777.265625 Penalty: 3058.047119
	Iteration 24F: 3 clusters Score -46777.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Entering Unmasked Estep 
Score: -4736793.000000 Penalty: 2605.759033
	Iteration 0F: 2 clusters Score -4736793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4711868.500000 Penalty: 5211.518066
	Iteration 0F: 3 clusters Score -4711868 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4720969.500000 Penalty: 5211.518066
	Iteration 1F: 3 clusters Score -4720970 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4721453.500000 Penalty: 5211.518066
	Iteration 2Q: 3 clusters Score -4721454 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4721856.500000 Penalty: 5211.518066
	Iteration 3Q: 3 clusters Score -4721856 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4722266.000000 Penalty: 5211.518066
	Iteration 4Q: 3 clusters Score -4722266 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4722684.000000 Penalty: 5211.518066
	Iteration 5Q: 3 clusters Score -4722684 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4723204.500000 Penalty: 5211.518066
	Iteration 6Q: 3 clusters Score -4723204 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4723891.000000 Penalty: 5211.518066
	Iteration 7Q: 3 clusters Score -4723891 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4724948.500000 Penalty: 5211.518066
	Iteration 8F: 3 clusters Score -4724948 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4726501.500000 Penalty: 5211.518066
	Iteration 9F: 3 clusters Score -4726502 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -4728409.000000 Penalty: 5211.518066
	Iteration 10F: 3 clusters Score -4728409 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4730345.500000 Penalty: 5211.518066
	Iteration 11F: 3 clusters Score -4730346 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4731962.000000 Penalty: 5211.518066
	Iteration 12Q: 3 clusters Score -4731962 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4732936.500000 Penalty: 5211.518066
	Iteration 13Q: 3 clusters Score -4732936 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4733532.500000 Penalty: 5211.518066
	Iteration 14Q: 3 clusters Score -4733532 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4733898.000000 Penalty: 5211.518066
	Iteration 15Q: 3 clusters Score -4733898 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4734116.500000 Penalty: 5211.518066
	Iteration 16Q: 3 clusters Score -4734116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4734260.500000 Penalty: 5211.518066
	Iteration 17Q: 3 clusters Score -4734260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4734361.500000 Penalty: 5211.518066
	Iteration 18Q: 3 clusters Score -4734362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4734432.500000 Penalty: 5211.518066
	Iteration 19Q: 3 clusters Score -4734432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4734482.000000 Penalty: 5211.518066
	Iteration 20F: 3 clusters Score -4734482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4734521.000000 Penalty: 5211.518066
	Iteration 21Q: 3 clusters Score -4734521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4734539.500000 Penalty: 5211.518066
	Iteration 22Q: 3 clusters Score -4734540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4734564.500000 Penalty: 5211.518066
	Iteration 23Q: 3 clusters Score -4734564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4734585.500000 Penalty: 5211.518066
	Iteration 24Q: 3 clusters Score -4734586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4734597.500000 Penalty: 5211.518066
	Iteration 25Q: 3 clusters Score -4734598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4734600.000000 Penalty: 5211.518066
	Iteration 26Q: 3 clusters Score -4734600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4734607.000000 Penalty: 5211.518066
	Iteration 27Q: 3 clusters Score -4734607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4734614.000000 Penalty: 5211.518066
	Iteration 28Q: 3 clusters Score -4734614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4734609.000000 Penalty: 5211.518066
	Iteration 29Q: 3 clusters Score -4734609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4734610.000000 Penalty: 5211.518066
	Iteration 30Q: 3 clusters Score -4734610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4734614.500000 Penalty: 5211.518066
	Iteration 31Q: 3 clusters Score -4734614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4734617.000000 Penalty: 5211.518066
	Iteration 32Q: 3 clusters Score -4734617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4734629.000000 Penalty: 5211.518066
	Iteration 33Q: 3 clusters Score -4734629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4734624.500000 Penalty: 5211.518066
	Iteration 34Q: 3 clusters Score -4734624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4734629.000000 Penalty: 5211.518066
	Iteration 35Q: 3 clusters Score -4734629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4734632.000000 Penalty: 5211.518066
	Iteration 36Q: 3 clusters Score -4734632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4734631.000000 Penalty: 5211.518066
	Iteration 37Q: 3 clusters Score -4734631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4734631.000000 Penalty: 5211.518066
	Iteration 38F: 3 clusters Score -4734631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102534.273438 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102534.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103197.789062 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103197.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -103536.070312 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103536.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103833.742188 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103833.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104049.484375 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -104049.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104171.804688 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -104171.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104249.804688 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -104249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104282.734375 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -104282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104297.687500 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -104297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104310.531250 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -104310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104321.382812 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -104321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104342.375000 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -104342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104366.093750 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -104366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104373.484375 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -104373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104377.437500 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -104377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -104378.468750 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -104378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104381.148438 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -104381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104384.406250 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -104384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -104385.640625 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -104385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104386.937500 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -104386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104387.992188 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -104388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Entering Unmasked Estep 
Score: -9785144.000000 Penalty: 2794.155518
	Iteration 0F: 2 clusters Score -9785144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -9732929.000000 Penalty: 5588.311035
	Iteration 0F: 3 clusters Score -9732929 nChanged 36587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -9753536.000000 Penalty: 5588.311035
	Iteration 1F: 3 clusters Score -9753536 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -9754464.000000 Penalty: 5588.311035
	Iteration 2Q: 3 clusters Score -9754464 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -9755932.000000 Penalty: 5588.311035
	Iteration 3Q: 3 clusters Score -9755932 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -9758264.000000 Penalty: 5588.311035
	Iteration 4F: 3 clusters Score -9758264 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -9762141.000000 Penalty: 5588.311035
	Iteration 5F: 3 clusters Score -9762141 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -9767922.000000 Penalty: 5588.311035
	Iteration 6F: 3 clusters Score -9767922 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -9774379.000000 Penalty: 5588.311035
	Iteration 7F: 3 clusters Score -9774379 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9779214.000000 Penalty: 5588.311035
	Iteration 8F: 3 clusters Score -9779214 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9781541.000000 Penalty: 5588.311035
	Iteration 9Q: 3 clusters Score -9781541 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9782281.000000 Penalty: 5588.311035
	Iteration 10Q: 3 clusters Score -9782281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9782470.000000 Penalty: 5588.311035
	Iteration 11Q: 3 clusters Score -9782470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9782548.000000 Penalty: 5588.311035
	Iteration 12Q: 3 clusters Score -9782548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9782597.000000 Penalty: 5588.311035
	Iteration 13Q: 3 clusters Score -9782597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9782614.000000 Penalty: 5588.311035
	Iteration 14Q: 3 clusters Score -9782614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9782637.000000 Penalty: 5588.311035
	Iteration 15Q: 3 clusters Score -9782637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9782645.000000 Penalty: 5588.311035
	Iteration 16Q: 3 clusters Score -9782645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9782650.000000 Penalty: 5588.311035
	Iteration 17Q: 3 clusters Score -9782650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9782663.000000 Penalty: 5588.311035
	Iteration 18Q: 3 clusters Score -9782663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9782666.000000 Penalty: 5588.311035
	Iteration 19Q: 3 clusters Score -9782666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9782674.000000 Penalty: 5588.311035
	Iteration 20F: 3 clusters Score -9782674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9782681.000000 Penalty: 5588.311035
	Iteration 21Q: 3 clusters Score -9782681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9782688.000000 Penalty: 5588.311035
	Iteration 22Q: 3 clusters Score -9782688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9782700.000000 Penalty: 5588.311035
	Iteration 23Q: 3 clusters Score -9782700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9782700.000000 Penalty: 5588.311035
	Iteration 24F: 3 clusters Score -9782700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -422664.500000 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -422664.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -419163.093750 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -419163.1 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419887.156250 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -419887.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -420040.968750 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -420041 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -420135.593750 Penalty: 4030.606445
	Iteration 3Q: 3 clusters Score -420135.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -420186.687500 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -420186.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -420219.218750 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -420219.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -420246.437500 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -420246.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -420273.937500 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -420273.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420290.281250 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -420290.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -420303.062500 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -420303.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -420316.218750 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -420316.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -420329.968750 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -420330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -420334.031250 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -420334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -420336.531250 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -420336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -420337.812500 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -420337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -420339.062500 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -420339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -420340.593750 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -420340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -420341.500000 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -420341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -420343.062500 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -420343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -420344.406250 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -420344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -420344.406250 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -420344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -935885.062500 Penalty: 2216.658203
	Iteration 0F: 2 clusters Score -935885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -929706.187500 Penalty: 4433.316406
	Iteration 0F: 3 clusters Score -929706.2 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -931420.062500 Penalty: 4433.316406
	Iteration 1F: 3 clusters Score -931420.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -931703.875000 Penalty: 4433.316406
	Iteration 2F: 3 clusters Score -931703.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -931947.875000 Penalty: 4433.316406
	Iteration 3Q: 3 clusters Score -931947.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -932204.062500 Penalty: 4433.316406
	Iteration 4Q: 3 clusters Score -932204.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -932466.312500 Penalty: 4433.316406
	Iteration 5Q: 3 clusters Score -932466.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -932730.937500 Penalty: 4433.316406
	Iteration 6Q: 3 clusters Score -932730.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -932967.312500 Penalty: 4433.316406
	Iteration 7Q: 3 clusters Score -932967.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -933169.500000 Penalty: 4433.316406
	Iteration 8Q: 3 clusters Score -933169.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -933377.312500 Penalty: 4433.316406
	Iteration 9Q: 3 clusters Score -933377.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -933554.250000 Penalty: 4433.316406
	Iteration 10Q: 3 clusters Score -933554.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -933719.125000 Penalty: 4433.316406
	Iteration 11Q: 3 clusters Score -933719.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -933845.375000 Penalty: 4433.316406
	Iteration 12Q: 3 clusters Score -933845.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -933967.250000 Penalty: 4433.316406
	Iteration 13Q: 3 clusters Score -933967.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -934073.375000 Penalty: 4433.316406
	Iteration 14Q: 3 clusters Score -934073.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -934169.812500 Penalty: 4433.316406
	Iteration 15Q: 3 clusters Score -934169.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -934244.437500 Penalty: 4433.316406
	Iteration 16Q: 3 clusters Score -934244.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -934291.312500 Penalty: 4433.316406
	Iteration 17Q: 3 clusters Score -934291.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -934324.250000 Penalty: 4433.316406
	Iteration 18Q: 3 clusters Score -934324.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -934348.875000 Penalty: 4433.316406
	Iteration 19Q: 3 clusters Score -934348.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -934372.062500 Penalty: 4433.316406
	Iteration 20F: 3 clusters Score -934372.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -934390.000000 Penalty: 4433.316406
	Iteration 21Q: 3 clusters Score -934390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -934404.250000 Penalty: 4433.316406
	Iteration 22Q: 3 clusters Score -934404.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -934422.250000 Penalty: 4433.316406
	Iteration 23Q: 3 clusters Score -934422.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -934436.375000 Penalty: 4433.316406
	Iteration 24Q: 3 clusters Score -934436.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -934449.812500 Penalty: 4433.316406
	Iteration 25Q: 3 clusters Score -934449.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -934460.187500 Penalty: 4433.316406
	Iteration 26Q: 3 clusters Score -934460.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -934476.000000 Penalty: 4433.316406
	Iteration 27Q: 3 clusters Score -934476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -934494.312500 Penalty: 4433.316406
	Iteration 28Q: 3 clusters Score -934494.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -934519.937500 Penalty: 4433.316406
	Iteration 29Q: 3 clusters Score -934519.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -934552.062500 Penalty: 4433.316406
	Iteration 30Q: 3 clusters Score -934552.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -934583.062500 Penalty: 4433.316406
	Iteration 31Q: 3 clusters Score -934583.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -934599.750000 Penalty: 4433.316406
	Iteration 32Q: 3 clusters Score -934599.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -934622.250000 Penalty: 4433.316406
	Iteration 33Q: 3 clusters Score -934622.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -934637.937500 Penalty: 4433.316406
	Iteration 34Q: 3 clusters Score -934637.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -934650.562500 Penalty: 4433.316406
	Iteration 35Q: 3 clusters Score -934650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -934658.812500 Penalty: 4433.316406
	Iteration 36Q: 3 clusters Score -934658.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -934663.062500 Penalty: 4433.316406
	Iteration 37Q: 3 clusters Score -934663.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -934670.750000 Penalty: 4433.316406
	Iteration 38Q: 3 clusters Score -934670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -934671.812500 Penalty: 4433.316406
	Iteration 39Q: 3 clusters Score -934671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -934677.000000 Penalty: 4433.316406
	Iteration 40F: 3 clusters Score -934677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -934677.062500 Penalty: 4433.316406
	Iteration 41Q: 3 clusters Score -934677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -934679.750000 Penalty: 4433.316406
	Iteration 42Q: 3 clusters Score -934679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -934681.250000 Penalty: 4433.316406
	Iteration 43Q: 3 clusters Score -934681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -934682.312500 Penalty: 4433.316406
	Iteration 44Q: 3 clusters Score -934682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -934682.812500 Penalty: 4433.316406
	Iteration 45Q: 3 clusters Score -934682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -934682.375000 Penalty: 4433.316406
	Iteration 46Q: 3 clusters Score -934682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -934683.500000 Penalty: 4433.316406
	Iteration 47Q: 3 clusters Score -934683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -934684.812500 Penalty: 4433.316406
	Iteration 48Q: 3 clusters Score -934684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -934684.000000 Penalty: 4433.316406
	Iteration 49Q: 3 clusters Score -934684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -934684.000000 Penalty: 4433.316406
	Iteration 50Q: 3 clusters Score -934684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -934684.000000 Penalty: 4433.316406
	Iteration 51F: 3 clusters Score -934684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -41230.621094 Penalty: 1483.390747
	Iteration 0F: 2 clusters Score -41230.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39886.886719 Penalty: 2966.781494
	Iteration 0F: 3 clusters Score -39886.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40094.675781 Penalty: 2966.781494
	Iteration 1F: 3 clusters Score -40094.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40158.039062 Penalty: 2966.781494
	Iteration 2Q: 3 clusters Score -40158.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40184.054688 Penalty: 2966.781494
	Iteration 3Q: 3 clusters Score -40184.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40190.511719 Penalty: 2966.781494
	Iteration 4Q: 3 clusters Score -40190.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40199.542969 Penalty: 2966.781494
	Iteration 5Q: 3 clusters Score -40199.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40208.847656 Penalty: 2966.781494
	Iteration 6Q: 3 clusters Score -40208.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40216.488281 Penalty: 2966.781494
	Iteration 7Q: 3 clusters Score -40216.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40218.777344 Penalty: 2966.781494
	Iteration 8Q: 3 clusters Score -40218.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40218.777344 Penalty: 2966.781494
	Iteration 9F: 3 clusters Score -40218.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Entering Unmasked Estep 
Score: -5815214.500000 Penalty: 2656.419434
	Iteration 0F: 2 clusters Score -5815214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5784862.500000 Penalty: 5312.838867
	Iteration 0F: 3 clusters Score -5784862 nChanged 20696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -5796154.000000 Penalty: 5312.838867
	Iteration 1F: 3 clusters Score -5796154 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5796669.500000 Penalty: 5312.838867
	Iteration 2Q: 3 clusters Score -5796670 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5797133.000000 Penalty: 5312.838867
	Iteration 3Q: 3 clusters Score -5797133 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5797639.000000 Penalty: 5312.838867
	Iteration 4Q: 3 clusters Score -5797639 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -5798164.500000 Penalty: 5312.838867
	Iteration 5Q: 3 clusters Score -5798164 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5798769.000000 Penalty: 5312.838867
	Iteration 6Q: 3 clusters Score -5798769 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -5799651.500000 Penalty: 5312.838867
	Iteration 7Q: 3 clusters Score -5799652 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -5800704.000000 Penalty: 5312.838867
	Iteration 8Q: 3 clusters Score -5800704 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5802194.000000 Penalty: 5312.838867
	Iteration 9F: 3 clusters Score -5802194 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5804017.000000 Penalty: 5312.838867
	Iteration 10F: 3 clusters Score -5804017 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5805882.000000 Penalty: 5312.838867
	Iteration 11F: 3 clusters Score -5805882 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -5807230.500000 Penalty: 5312.838867
	Iteration 12Q: 3 clusters Score -5807230 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -5807994.000000 Penalty: 5312.838867
	Iteration 13Q: 3 clusters Score -5807994 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5808431.000000 Penalty: 5312.838867
	Iteration 14Q: 3 clusters Score -5808431 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -5808690.500000 Penalty: 5312.838867
	Iteration 15Q: 3 clusters Score -5808690 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5808946.500000 Penalty: 5312.838867
	Iteration 16Q: 3 clusters Score -5808946 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -5809167.500000 Penalty: 5312.838867
	Iteration 17Q: 3 clusters Score -5809168 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -5809368.000000 Penalty: 5312.838867
	Iteration 18Q: 3 clusters Score -5809368 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -5809556.000000 Penalty: 5312.838867
	Iteration 19Q: 3 clusters Score -5809556 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -5809754.000000 Penalty: 5312.838867
	Iteration 20F: 3 clusters Score -5809754 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5809940.000000 Penalty: 5312.838867
	Iteration 21Q: 3 clusters Score -5809940 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5810135.500000 Penalty: 5312.838867
	Iteration 22Q: 3 clusters Score -5810136 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5810325.000000 Penalty: 5312.838867
	Iteration 23Q: 3 clusters Score -5810325 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -5810542.500000 Penalty: 5312.838867
	Iteration 24Q: 3 clusters Score -5810542 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5810711.000000 Penalty: 5312.838867
	Iteration 25Q: 3 clusters Score -5810711 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5810903.500000 Penalty: 5312.838867
	Iteration 26Q: 3 clusters Score -5810904 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -5811071.500000 Penalty: 5312.838867
	Iteration 27Q: 3 clusters Score -5811072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5811226.000000 Penalty: 5312.838867
	Iteration 28Q: 3 clusters Score -5811226 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5811370.000000 Penalty: 5312.838867
	Iteration 29Q: 3 clusters Score -5811370 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -5811511.500000 Penalty: 5312.838867
	Iteration 30Q: 3 clusters Score -5811512 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5811617.000000 Penalty: 5312.838867
	Iteration 31Q: 3 clusters Score -5811617 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5811717.000000 Penalty: 5312.838867
	Iteration 32Q: 3 clusters Score -5811717 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5811802.000000 Penalty: 5312.838867
	Iteration 33Q: 3 clusters Score -5811802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5811881.500000 Penalty: 5312.838867
	Iteration 34Q: 3 clusters Score -5811882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5811959.000000 Penalty: 5312.838867
	Iteration 35Q: 3 clusters Score -5811959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5812044.000000 Penalty: 5312.838867
	Iteration 36Q: 3 clusters Score -5812044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5812086.000000 Penalty: 5312.838867
	Iteration 37Q: 3 clusters Score -5812086 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5812171.500000 Penalty: 5312.838867
	Iteration 38Q: 3 clusters Score -5812172 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5812220.000000 Penalty: 5312.838867
	Iteration 39Q: 3 clusters Score -5812220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -5812271.500000 Penalty: 5312.838867
	Iteration 40F: 3 clusters Score -5812272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5812331.500000 Penalty: 5312.838867
	Iteration 41Q: 3 clusters Score -5812332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -5812380.500000 Penalty: 5312.838867
	Iteration 42Q: 3 clusters Score -5812380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5812439.000000 Penalty: 5312.838867
	Iteration 43Q: 3 clusters Score -5812439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5812471.500000 Penalty: 5312.838867
	Iteration 44Q: 3 clusters Score -5812472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -5812518.000000 Penalty: 5312.838867
	Iteration 45Q: 3 clusters Score -5812518 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5812564.000000 Penalty: 5312.838867
	Iteration 46Q: 3 clusters Score -5812564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -5812604.000000 Penalty: 5312.838867
	Iteration 47Q: 3 clusters Score -5812604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5812628.500000 Penalty: 5312.838867
	Iteration 48Q: 3 clusters Score -5812628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -5812662.000000 Penalty: 5312.838867
	Iteration 49Q: 3 clusters Score -5812662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5812679.000000 Penalty: 5312.838867
	Iteration 50Q: 3 clusters Score -5812679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5812707.000000 Penalty: 5312.838867
	Iteration 51Q: 3 clusters Score -5812707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5812734.500000 Penalty: 5312.838867
	Iteration 52Q: 3 clusters Score -5812734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5812734.000000 Penalty: 5312.838867
	Iteration 53Q: 3 clusters Score -5812734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5812760.000000 Penalty: 5312.838867
	Iteration 54Q: 3 clusters Score -5812760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5812768.000000 Penalty: 5312.838867
	Iteration 55Q: 3 clusters Score -5812768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5812778.000000 Penalty: 5312.838867
	Iteration 56Q: 3 clusters Score -5812778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5812776.500000 Penalty: 5312.838867
	Iteration 57Q: 3 clusters Score -5812776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5812797.000000 Penalty: 5312.838867
	Iteration 58Q: 3 clusters Score -5812797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5812793.500000 Penalty: 5312.838867
	Iteration 59Q: 3 clusters Score -5812794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5812825.000000 Penalty: 5312.838867
	Iteration 60F: 3 clusters Score -5812825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5812833.500000 Penalty: 5312.838867
	Iteration 61Q: 3 clusters Score -5812834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5812833.500000 Penalty: 5312.838867
	Iteration 62Q: 3 clusters Score -5812834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -5812844.000000 Penalty: 5312.838867
	Iteration 63Q: 3 clusters Score -5812844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5812849.500000 Penalty: 5312.838867
	Iteration 64Q: 3 clusters Score -5812850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5812856.500000 Penalty: 5312.838867
	Iteration 65Q: 3 clusters Score -5812856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5812856.000000 Penalty: 5312.838867
	Iteration 66Q: 3 clusters Score -5812856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5812855.500000 Penalty: 5312.838867
	Iteration 67Q: 3 clusters Score -5812856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5812867.500000 Penalty: 5312.838867
	Iteration 68Q: 3 clusters Score -5812868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5812873.000000 Penalty: 5312.838867
	Iteration 69Q: 3 clusters Score -5812873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -5812888.000000 Penalty: 5312.838867
	Iteration 70Q: 3 clusters Score -5812888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5812893.000000 Penalty: 5312.838867
	Iteration 71Q: 3 clusters Score -5812893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5812901.000000 Penalty: 5312.838867
	Iteration 72Q: 3 clusters Score -5812901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -5812900.000000 Penalty: 5312.838867
	Iteration 73Q: 3 clusters Score -5812900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5812903.000000 Penalty: 5312.838867
	Iteration 74Q: 3 clusters Score -5812903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5812908.000000 Penalty: 5312.838867
	Iteration 75Q: 3 clusters Score -5812908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5812911.500000 Penalty: 5312.838867
	Iteration 76Q: 3 clusters Score -5812912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5812922.500000 Penalty: 5312.838867
	Iteration 77Q: 3 clusters Score -5812922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5812928.500000 Penalty: 5312.838867
	Iteration 78Q: 3 clusters Score -5812928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -5812936.500000 Penalty: 5312.838867
	Iteration 79Q: 3 clusters Score -5812936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5812937.000000 Penalty: 5312.838867
	Iteration 80F: 3 clusters Score -5812937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5812940.500000 Penalty: 5312.838867
	Iteration 81Q: 3 clusters Score -5812940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -5812941.500000 Penalty: 5312.838867
	Iteration 82Q: 3 clusters Score -5812942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5812940.000000 Penalty: 5312.838867
	Iteration 83Q: 3 clusters Score -5812940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5812939.000000 Penalty: 5312.838867
	Iteration 84Q: 3 clusters Score -5812939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5812939.000000 Penalty: 5312.838867
	Iteration 85Q: 3 clusters Score -5812939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5812939.000000 Penalty: 5312.838867
	Iteration 86F: 3 clusters Score -5812939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66567.687500 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66567.69 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66935.960938 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66935.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67119.976562 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67119.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67258.750000 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67258.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67347.460938 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67347.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67429.250000 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67429.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67491.390625 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67491.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67534.179688 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67534.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67579.687500 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67579.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67625.078125 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -67625.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67684.851562 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -67684.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67757.273438 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -67757.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67854.429688 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -67854.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67981.726562 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -67981.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68028.375000 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -68028.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68069.289062 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -68069.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68109.914062 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -68109.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68133.484375 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -68133.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68155.875000 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -68155.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68175.328125 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -68175.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68197.718750 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -68197.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68244.335938 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -68244.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68296.664062 Penalty: 3191.535156
	Iteration 22Q: 3 clusters Score -68296.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68347.234375 Penalty: 3191.535156
	Iteration 23Q: 3 clusters Score -68347.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68430.429688 Penalty: 3191.535156
	Iteration 24Q: 3 clusters Score -68430.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68518.007812 Penalty: 3191.535156
	Iteration 25Q: 3 clusters Score -68518.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68623.664062 Penalty: 3191.535156
	Iteration 26Q: 3 clusters Score -68623.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68637.320312 Penalty: 3191.535156
	Iteration 27Q: 3 clusters Score -68637.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68675.132812 Penalty: 3191.535156
	Iteration 28Q: 3 clusters Score -68675.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68800.828125 Penalty: 3191.535156
	Iteration 29Q: 3 clusters Score -68800.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68982.796875 Penalty: 3191.535156
	Iteration 30Q: 3 clusters Score -68982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69057.109375 Penalty: 3191.535156
	Iteration 31Q: 3 clusters Score -69057.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69183.867188 Penalty: 3191.535156
	Iteration 32Q: 3 clusters Score -69183.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69187.664062 Penalty: 3191.535156
	Iteration 33Q: 3 clusters Score -69187.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69189.492188 Penalty: 3191.535156
	Iteration 34Q: 3 clusters Score -69189.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69189.492188 Penalty: 3191.535156
	Iteration 35F: 3 clusters Score -69189.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 171005 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36574 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78179 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44863 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 193273 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 331 members 
Mstep: Class 18 contains 53256 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 22 contains 112956 members 
Mstep: Class 23 contains 15587 members 
Entering Unmasked Estep 
Score: -98287064.000000 Penalty: 63939.507812
Splitting cluster 12 changes total score from -98287800.000000 to -98287064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (193273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193273 members 
Entering Unmasked Estep 
Score: -24743354.000000 Penalty: 3018.621094
	Iteration 0F: 2 clusters Score -2.474335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -24618390.000000 Penalty: 6037.242188
	Iteration 0F: 3 clusters Score -2.461839e+07 nChanged 92863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -24672648.000000 Penalty: 6037.242188
	Iteration 1F: 3 clusters Score -2.467265e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -24673462.000000 Penalty: 6037.242188
	Iteration 2Q: 3 clusters Score -2.467346e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -24674310.000000 Penalty: 6037.242188
	Iteration 3Q: 3 clusters Score -2.467431e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -24675490.000000 Penalty: 6037.242188
	Iteration 4Q: 3 clusters Score -2.467549e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105538 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -24677124.000000 Penalty: 6037.242188
	Iteration 5Q: 3 clusters Score -2.467712e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -24680106.000000 Penalty: 6037.242188
	Iteration 6Q: 3 clusters Score -2.468011e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -24685798.000000 Penalty: 6037.242188
	Iteration 7F: 3 clusters Score -2.46858e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124838 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -24695102.000000 Penalty: 6037.242188
	Iteration 8F: 3 clusters Score -2.46951e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134073 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -24708372.000000 Penalty: 6037.242188
	Iteration 9F: 3 clusters Score -2.470837e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -24721046.000000 Penalty: 6037.242188
	Iteration 10F: 3 clusters Score -2.472105e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146463 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -24728246.000000 Penalty: 6037.242188
	Iteration 11F: 3 clusters Score -2.472825e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -24732116.000000 Penalty: 6037.242188
	Iteration 12Q: 3 clusters Score -2.473212e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -24734890.000000 Penalty: 6037.242188
	Iteration 13Q: 3 clusters Score -2.473489e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -24737612.000000 Penalty: 6037.242188
	Iteration 14Q: 3 clusters Score -2.473761e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157218 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -24739862.000000 Penalty: 6037.242188
	Iteration 15Q: 3 clusters Score -2.473986e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158891 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -24741382.000000 Penalty: 6037.242188
	Iteration 16Q: 3 clusters Score -2.474138e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -24742376.000000 Penalty: 6037.242188
	Iteration 17Q: 3 clusters Score -2.474238e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -24743136.000000 Penalty: 6037.242188
	Iteration 18Q: 3 clusters Score -2.474314e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162341 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -24743584.000000 Penalty: 6037.242188
	Iteration 19Q: 3 clusters Score -2.474358e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -24743826.000000 Penalty: 6037.242188
	Iteration 20F: 3 clusters Score -2.474383e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164118 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -24744036.000000 Penalty: 6037.242188
	Iteration 21Q: 3 clusters Score -2.474404e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -24744140.000000 Penalty: 6037.242188
	Iteration 22Q: 3 clusters Score -2.474414e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -24744142.000000 Penalty: 6037.242188
	Iteration 23Q: 3 clusters Score -2.474414e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166519 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -24744316.000000 Penalty: 6037.242188
	Iteration 24Q: 3 clusters Score -2.474432e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -24744368.000000 Penalty: 6037.242188
	Iteration 25Q: 3 clusters Score -2.474437e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -24744422.000000 Penalty: 6037.242188
	Iteration 26Q: 3 clusters Score -2.474442e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -24744414.000000 Penalty: 6037.242188
	Iteration 27Q: 3 clusters Score -2.474441e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -24744578.000000 Penalty: 6037.242188
	Iteration 28Q: 3 clusters Score -2.474458e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -24744544.000000 Penalty: 6037.242188
	Iteration 29Q: 3 clusters Score -2.474454e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -24744612.000000 Penalty: 6037.242188
	Iteration 30Q: 3 clusters Score -2.474461e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -24744636.000000 Penalty: 6037.242188
	Iteration 31Q: 3 clusters Score -2.474464e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171833 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -24744576.000000 Penalty: 6037.242188
	Iteration 32Q: 3 clusters Score -2.474458e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172382 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -24744464.000000 Penalty: 6037.242188
	Iteration 33Q: 3 clusters Score -2.474446e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -24744550.000000 Penalty: 6037.242188
	Iteration 34Q: 3 clusters Score -2.474455e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -24744586.000000 Penalty: 6037.242188
	Iteration 35Q: 3 clusters Score -2.474459e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173929 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -24744478.000000 Penalty: 6037.242188
	Iteration 36Q: 3 clusters Score -2.474448e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174409 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -24744446.000000 Penalty: 6037.242188
	Iteration 37Q: 3 clusters Score -2.474445e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -24744500.000000 Penalty: 6037.242188
	Iteration 38Q: 3 clusters Score -2.47445e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175302 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -24744436.000000 Penalty: 6037.242188
	Iteration 39Q: 3 clusters Score -2.474444e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -24744458.000000 Penalty: 6037.242188
	Iteration 40F: 3 clusters Score -2.474446e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -24744484.000000 Penalty: 6037.242188
	Iteration 41Q: 3 clusters Score -2.474448e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -24744540.000000 Penalty: 6037.242188
	Iteration 42Q: 3 clusters Score -2.474454e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -24744502.000000 Penalty: 6037.242188
	Iteration 43Q: 3 clusters Score -2.47445e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177094 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -24744450.000000 Penalty: 6037.242188
	Iteration 44Q: 3 clusters Score -2.474445e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -24744480.000000 Penalty: 6037.242188
	Iteration 45Q: 3 clusters Score -2.474448e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177705 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -24744428.000000 Penalty: 6037.242188
	Iteration 46Q: 3 clusters Score -2.474443e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177999 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -24744428.000000 Penalty: 6037.242188
	Iteration 47Q: 3 clusters Score -2.474443e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -24744404.000000 Penalty: 6037.242188
	Iteration 48Q: 3 clusters Score -2.47444e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178564 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -24744386.000000 Penalty: 6037.242188
	Iteration 49Q: 3 clusters Score -2.474439e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -24744352.000000 Penalty: 6037.242188
	Iteration 50Q: 3 clusters Score -2.474435e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179152 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -24744324.000000 Penalty: 6037.242188
	Iteration 51Q: 3 clusters Score -2.474432e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179431 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -24744288.000000 Penalty: 6037.242188
	Iteration 52Q: 3 clusters Score -2.474429e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -24744280.000000 Penalty: 6037.242188
	Iteration 53Q: 3 clusters Score -2.474428e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -24744264.000000 Penalty: 6037.242188
	Iteration 54Q: 3 clusters Score -2.474426e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180314 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -24744222.000000 Penalty: 6037.242188
	Iteration 55Q: 3 clusters Score -2.474422e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180599 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -24744202.000000 Penalty: 6037.242188
	Iteration 56Q: 3 clusters Score -2.47442e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -24744170.000000 Penalty: 6037.242188
	Iteration 57Q: 3 clusters Score -2.474417e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -24744090.000000 Penalty: 6037.242188
	Iteration 58Q: 3 clusters Score -2.474409e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181366 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -24744026.000000 Penalty: 6037.242188
	Iteration 59Q: 3 clusters Score -2.474403e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181608 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -24743938.000000 Penalty: 6037.242188
	Iteration 60F: 3 clusters Score -2.474394e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181847 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -24743880.000000 Penalty: 6037.242188
	Iteration 61Q: 3 clusters Score -2.474388e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182103 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -24743836.000000 Penalty: 6037.242188
	Iteration 62Q: 3 clusters Score -2.474384e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182337 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -24743834.000000 Penalty: 6037.242188
	Iteration 63Q: 3 clusters Score -2.474383e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182574 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -24743810.000000 Penalty: 6037.242188
	Iteration 64Q: 3 clusters Score -2.474381e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182793 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -24743734.000000 Penalty: 6037.242188
	Iteration 65Q: 3 clusters Score -2.474373e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183008 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -24743770.000000 Penalty: 6037.242188
	Iteration 66Q: 3 clusters Score -2.474377e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183202 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -24743752.000000 Penalty: 6037.242188
	Iteration 67Q: 3 clusters Score -2.474375e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -24743704.000000 Penalty: 6037.242188
	Iteration 68Q: 3 clusters Score -2.47437e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -24743636.000000 Penalty: 6037.242188
	Iteration 69Q: 3 clusters Score -2.474364e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183713 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -24743662.000000 Penalty: 6037.242188
	Iteration 70Q: 3 clusters Score -2.474366e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183883 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -24743610.000000 Penalty: 6037.242188
	Iteration 71Q: 3 clusters Score -2.474361e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184033 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -24743610.000000 Penalty: 6037.242188
	Iteration 72Q: 3 clusters Score -2.474361e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -24743538.000000 Penalty: 6037.242188
	Iteration 73Q: 3 clusters Score -2.474354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184285 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -24743478.000000 Penalty: 6037.242188
	Iteration 74Q: 3 clusters Score -2.474348e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184389 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -24743488.000000 Penalty: 6037.242188
	Iteration 75Q: 3 clusters Score -2.474349e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -24743464.000000 Penalty: 6037.242188
	Iteration 76Q: 3 clusters Score -2.474346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184578 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -24743450.000000 Penalty: 6037.242188
	Iteration 77Q: 3 clusters Score -2.474345e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184662 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -24743446.000000 Penalty: 6037.242188
	Iteration 78Q: 3 clusters Score -2.474345e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184752 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -24743404.000000 Penalty: 6037.242188
	Iteration 79Q: 3 clusters Score -2.47434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -24743398.000000 Penalty: 6037.242188
	Iteration 80F: 3 clusters Score -2.47434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184911 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -24743408.000000 Penalty: 6037.242188
	Iteration 81Q: 3 clusters Score -2.474341e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184973 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -24743392.000000 Penalty: 6037.242188
	Iteration 82Q: 3 clusters Score -2.474339e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -24743356.000000 Penalty: 6037.242188
	Iteration 83Q: 3 clusters Score -2.474336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185064 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -24743356.000000 Penalty: 6037.242188
	Iteration 84Q: 3 clusters Score -2.474336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185113 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -24743340.000000 Penalty: 6037.242188
	Iteration 85Q: 3 clusters Score -2.474334e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185171 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -24743372.000000 Penalty: 6037.242188
	Iteration 86Q: 3 clusters Score -2.474337e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185240 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -24743348.000000 Penalty: 6037.242188
	Iteration 87Q: 3 clusters Score -2.474335e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -24743350.000000 Penalty: 6037.242188
	Iteration 88Q: 3 clusters Score -2.474335e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185376 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -24743322.000000 Penalty: 6037.242188
	Iteration 89Q: 3 clusters Score -2.474332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185445 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -24743288.000000 Penalty: 6037.242188
	Iteration 90Q: 3 clusters Score -2.474329e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185519 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -24743288.000000 Penalty: 6037.242188
	Iteration 91Q: 3 clusters Score -2.474329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185577 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -24743324.000000 Penalty: 6037.242188
	Iteration 92Q: 3 clusters Score -2.474332e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185638 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -24743306.000000 Penalty: 6037.242188
	Iteration 93Q: 3 clusters Score -2.474331e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185717 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -24743320.000000 Penalty: 6037.242188
	Iteration 94Q: 3 clusters Score -2.474332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185786 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -24743282.000000 Penalty: 6037.242188
	Iteration 95Q: 3 clusters Score -2.474328e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185851 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -24743266.000000 Penalty: 6037.242188
	Iteration 96Q: 3 clusters Score -2.474327e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185905 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -24743252.000000 Penalty: 6037.242188
	Iteration 97Q: 3 clusters Score -2.474325e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185960 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -24743246.000000 Penalty: 6037.242188
	Iteration 98Q: 3 clusters Score -2.474325e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186009 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -24743228.000000 Penalty: 6037.242188
	Iteration 99Q: 3 clusters Score -2.474323e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186058 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -24743204.000000 Penalty: 6037.242188
	Iteration 100F: 3 clusters Score -2.47432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186106 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -24743200.000000 Penalty: 6037.242188
	Iteration 101Q: 3 clusters Score -2.47432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -24743164.000000 Penalty: 6037.242188
	Iteration 102Q: 3 clusters Score -2.474316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186193 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -24743156.000000 Penalty: 6037.242188
	Iteration 103Q: 3 clusters Score -2.474316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186234 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -24743138.000000 Penalty: 6037.242188
	Iteration 104Q: 3 clusters Score -2.474314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186275 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -24743142.000000 Penalty: 6037.242188
	Iteration 105Q: 3 clusters Score -2.474314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186315 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -24743098.000000 Penalty: 6037.242188
	Iteration 106Q: 3 clusters Score -2.47431e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186359 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -24743124.000000 Penalty: 6037.242188
	Iteration 107Q: 3 clusters Score -2.474312e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -24743082.000000 Penalty: 6037.242188
	Iteration 108Q: 3 clusters Score -2.474308e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186437 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -24743048.000000 Penalty: 6037.242188
	Iteration 109Q: 3 clusters Score -2.474305e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186469 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -24743040.000000 Penalty: 6037.242188
	Iteration 110Q: 3 clusters Score -2.474304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186503 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -24743026.000000 Penalty: 6037.242188
	Iteration 111Q: 3 clusters Score -2.474303e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -24743032.000000 Penalty: 6037.242188
	Iteration 112Q: 3 clusters Score -2.474303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186565 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -24743054.000000 Penalty: 6037.242188
	Iteration 113Q: 3 clusters Score -2.474305e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186595 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -24743060.000000 Penalty: 6037.242188
	Iteration 114Q: 3 clusters Score -2.474306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186630 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -24743042.000000 Penalty: 6037.242188
	Iteration 115Q: 3 clusters Score -2.474304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186659 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -24743044.000000 Penalty: 6037.242188
	Iteration 116Q: 3 clusters Score -2.474304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186681 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -24743036.000000 Penalty: 6037.242188
	Iteration 117Q: 3 clusters Score -2.474304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186702 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -24743042.000000 Penalty: 6037.242188
	Iteration 118Q: 3 clusters Score -2.474304e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -24743050.000000 Penalty: 6037.242188
	Iteration 119Q: 3 clusters Score -2.474305e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186755 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -24743030.000000 Penalty: 6037.242188
	Iteration 120F: 3 clusters Score -2.474303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -24743014.000000 Penalty: 6037.242188
	Iteration 121Q: 3 clusters Score -2.474301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186804 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -24743026.000000 Penalty: 6037.242188
	Iteration 122Q: 3 clusters Score -2.474303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186825 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -24743032.000000 Penalty: 6037.242188
	Iteration 123Q: 3 clusters Score -2.474303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186838 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -24743030.000000 Penalty: 6037.242188
	Iteration 124Q: 3 clusters Score -2.474303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186846 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -24743054.000000 Penalty: 6037.242188
	Iteration 125Q: 3 clusters Score -2.474305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -24743072.000000 Penalty: 6037.242188
	Iteration 126Q: 3 clusters Score -2.474307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186856 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -24743074.000000 Penalty: 6037.242188
	Iteration 127Q: 3 clusters Score -2.474307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186857 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -24743070.000000 Penalty: 6037.242188
	Iteration 128Q: 3 clusters Score -2.474307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186860 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -24743072.000000 Penalty: 6037.242188
	Iteration 129Q: 3 clusters Score -2.474307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186865 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -24743058.000000 Penalty: 6037.242188
	Iteration 130Q: 3 clusters Score -2.474306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186870 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -24743068.000000 Penalty: 6037.242188
	Iteration 131Q: 3 clusters Score -2.474307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -24743068.000000 Penalty: 6037.242188
	Iteration 132Q: 3 clusters Score -2.474307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -24743072.000000 Penalty: 6037.242188
	Iteration 133Q: 3 clusters Score -2.474307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -24743082.000000 Penalty: 6037.242188
	Iteration 134Q: 3 clusters Score -2.474308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186897 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -24743062.000000 Penalty: 6037.242188
	Iteration 135Q: 3 clusters Score -2.474306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186905 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -24743076.000000 Penalty: 6037.242188
	Iteration 136Q: 3 clusters Score -2.474308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186913 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -24743046.000000 Penalty: 6037.242188
	Iteration 137Q: 3 clusters Score -2.474305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -24743068.000000 Penalty: 6037.242188
	Iteration 138Q: 3 clusters Score -2.474307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186937 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -24743050.000000 Penalty: 6037.242188
	Iteration 139Q: 3 clusters Score -2.474305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186957 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -24743046.000000 Penalty: 6037.242188
	Iteration 140F: 3 clusters Score -2.474305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186973 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -24743050.000000 Penalty: 6037.242188
	Iteration 141Q: 3 clusters Score -2.474305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186986 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -24743056.000000 Penalty: 6037.242188
	Iteration 142Q: 3 clusters Score -2.474306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186995 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -24743042.000000 Penalty: 6037.242188
	Iteration 143Q: 3 clusters Score -2.474304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187003 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -24743050.000000 Penalty: 6037.242188
	Iteration 144Q: 3 clusters Score -2.474305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187011 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -24743008.000000 Penalty: 6037.242188
	Iteration 145Q: 3 clusters Score -2.474301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187023 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -24743000.000000 Penalty: 6037.242188
	Iteration 146Q: 3 clusters Score -2.4743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -24743002.000000 Penalty: 6037.242188
	Iteration 147Q: 3 clusters Score -2.4743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187038 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -24743020.000000 Penalty: 6037.242188
	Iteration 148Q: 3 clusters Score -2.474302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -24743014.000000 Penalty: 6037.242188
	Iteration 149Q: 3 clusters Score -2.474301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187056 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -24742990.000000 Penalty: 6037.242188
	Iteration 150Q: 3 clusters Score -2.474299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187070 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -24742990.000000 Penalty: 6037.242188
	Iteration 151Q: 3 clusters Score -2.474299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187083 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -24742990.000000 Penalty: 6037.242188
	Iteration 152Q: 3 clusters Score -2.474299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187097 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -24743000.000000 Penalty: 6037.242188
	Iteration 153Q: 3 clusters Score -2.4743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187110 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -24743012.000000 Penalty: 6037.242188
	Iteration 154Q: 3 clusters Score -2.474301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187116 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -24742992.000000 Penalty: 6037.242188
	Iteration 155Q: 3 clusters Score -2.474299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -24742996.000000 Penalty: 6037.242188
	Iteration 156Q: 3 clusters Score -2.4743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187128 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -24742970.000000 Penalty: 6037.242188
	Iteration 157Q: 3 clusters Score -2.474297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -24742974.000000 Penalty: 6037.242188
	Iteration 158Q: 3 clusters Score -2.474297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187146 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -24742988.000000 Penalty: 6037.242188
	Iteration 159Q: 3 clusters Score -2.474299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187155 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -24742968.000000 Penalty: 6037.242188
	Iteration 160F: 3 clusters Score -2.474297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187163 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -24742956.000000 Penalty: 6037.242188
	Iteration 161Q: 3 clusters Score -2.474296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -24742956.000000 Penalty: 6037.242188
	Iteration 162Q: 3 clusters Score -2.474296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187188 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -24742948.000000 Penalty: 6037.242188
	Iteration 163Q: 3 clusters Score -2.474295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -24742948.000000 Penalty: 6037.242188
	Iteration 164Q: 3 clusters Score -2.474295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187215 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -24742948.000000 Penalty: 6037.242188
	Iteration 165Q: 3 clusters Score -2.474295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187234 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -24742944.000000 Penalty: 6037.242188
	Iteration 166Q: 3 clusters Score -2.474294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187252 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -24742950.000000 Penalty: 6037.242188
	Iteration 167Q: 3 clusters Score -2.474295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -24742940.000000 Penalty: 6037.242188
	Iteration 168Q: 3 clusters Score -2.474294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187293 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -24742946.000000 Penalty: 6037.242188
	Iteration 169Q: 3 clusters Score -2.474295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187306 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -24742930.000000 Penalty: 6037.242188
	Iteration 170Q: 3 clusters Score -2.474293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187327 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -24742926.000000 Penalty: 6037.242188
	Iteration 171Q: 3 clusters Score -2.474293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187347 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -24742938.000000 Penalty: 6037.242188
	Iteration 172Q: 3 clusters Score -2.474294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187371 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -24742930.000000 Penalty: 6037.242188
	Iteration 173Q: 3 clusters Score -2.474293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187387 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -24742896.000000 Penalty: 6037.242188
	Iteration 174Q: 3 clusters Score -2.47429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187396 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -24742882.000000 Penalty: 6037.242188
	Iteration 175Q: 3 clusters Score -2.474288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -24742902.000000 Penalty: 6037.242188
	Iteration 176Q: 3 clusters Score -2.47429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187422 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -24742916.000000 Penalty: 6037.242188
	Iteration 177Q: 3 clusters Score -2.474292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187439 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -24742898.000000 Penalty: 6037.242188
	Iteration 178Q: 3 clusters Score -2.47429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187456 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -24742890.000000 Penalty: 6037.242188
	Iteration 179Q: 3 clusters Score -2.474289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -24742874.000000 Penalty: 6037.242188
	Iteration 180F: 3 clusters Score -2.474287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187497 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -24742892.000000 Penalty: 6037.242188
	Iteration 181Q: 3 clusters Score -2.474289e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -24742886.000000 Penalty: 6037.242188
	Iteration 182Q: 3 clusters Score -2.474289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187565 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -24742886.000000 Penalty: 6037.242188
	Iteration 183Q: 3 clusters Score -2.474289e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187593 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -24742896.000000 Penalty: 6037.242188
	Iteration 184Q: 3 clusters Score -2.47429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187616 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -24742920.000000 Penalty: 6037.242188
	Iteration 185Q: 3 clusters Score -2.474292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -24742916.000000 Penalty: 6037.242188
	Iteration 186Q: 3 clusters Score -2.474292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187663 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -24742918.000000 Penalty: 6037.242188
	Iteration 187Q: 3 clusters Score -2.474292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -24742922.000000 Penalty: 6037.242188
	Iteration 188Q: 3 clusters Score -2.474292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187701 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -24742918.000000 Penalty: 6037.242188
	Iteration 189Q: 3 clusters Score -2.474292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -24742900.000000 Penalty: 6037.242188
	Iteration 190Q: 3 clusters Score -2.47429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187727 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -24742864.000000 Penalty: 6037.242188
	Iteration 191Q: 3 clusters Score -2.474286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187741 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -24742888.000000 Penalty: 6037.242188
	Iteration 192Q: 3 clusters Score -2.474289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -24742880.000000 Penalty: 6037.242188
	Iteration 193Q: 3 clusters Score -2.474288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -24742878.000000 Penalty: 6037.242188
	Iteration 194Q: 3 clusters Score -2.474288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -24742876.000000 Penalty: 6037.242188
	Iteration 195Q: 3 clusters Score -2.474288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187791 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -24742862.000000 Penalty: 6037.242188
	Iteration 196Q: 3 clusters Score -2.474286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187801 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -24742840.000000 Penalty: 6037.242188
	Iteration 197Q: 3 clusters Score -2.474284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187816 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -24742846.000000 Penalty: 6037.242188
	Iteration 198Q: 3 clusters Score -2.474285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -24742844.000000 Penalty: 6037.242188
	Iteration 199Q: 3 clusters Score -2.474284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187852 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -24742838.000000 Penalty: 6037.242188
	Iteration 200F: 3 clusters Score -2.474284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187875 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -24742834.000000 Penalty: 6037.242188
	Iteration 201Q: 3 clusters Score -2.474283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -24742828.000000 Penalty: 6037.242188
	Iteration 202Q: 3 clusters Score -2.474283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187927 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -24742858.000000 Penalty: 6037.242188
	Iteration 203Q: 3 clusters Score -2.474286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -24742838.000000 Penalty: 6037.242188
	Iteration 204Q: 3 clusters Score -2.474284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187955 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -24742830.000000 Penalty: 6037.242188
	Iteration 205Q: 3 clusters Score -2.474283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187968 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -24742830.000000 Penalty: 6037.242188
	Iteration 206Q: 3 clusters Score -2.474283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187984 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -24742846.000000 Penalty: 6037.242188
	Iteration 207Q: 3 clusters Score -2.474285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188001 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -24742858.000000 Penalty: 6037.242188
	Iteration 208Q: 3 clusters Score -2.474286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188013 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -24742826.000000 Penalty: 6037.242188
	Iteration 209Q: 3 clusters Score -2.474283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188033 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -24742818.000000 Penalty: 6037.242188
	Iteration 210Q: 3 clusters Score -2.474282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -24742828.000000 Penalty: 6037.242188
	Iteration 211Q: 3 clusters Score -2.474283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188061 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -24742824.000000 Penalty: 6037.242188
	Iteration 212Q: 3 clusters Score -2.474282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188072 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -24742838.000000 Penalty: 6037.242188
	Iteration 213Q: 3 clusters Score -2.474284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188080 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -24742824.000000 Penalty: 6037.242188
	Iteration 214Q: 3 clusters Score -2.474282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188088 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -24742820.000000 Penalty: 6037.242188
	Iteration 215Q: 3 clusters Score -2.474282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188101 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -24742828.000000 Penalty: 6037.242188
	Iteration 216Q: 3 clusters Score -2.474283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188116 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -24742856.000000 Penalty: 6037.242188
	Iteration 217Q: 3 clusters Score -2.474286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188135 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -24742854.000000 Penalty: 6037.242188
	Iteration 218Q: 3 clusters Score -2.474285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -24742818.000000 Penalty: 6037.242188
	Iteration 219Q: 3 clusters Score -2.474282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188176 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -24742794.000000 Penalty: 6037.242188
	Iteration 220F: 3 clusters Score -2.474279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188194 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -24742780.000000 Penalty: 6037.242188
	Iteration 221Q: 3 clusters Score -2.474278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188211 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -24742732.000000 Penalty: 6037.242188
	Iteration 222Q: 3 clusters Score -2.474273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188224 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -24742740.000000 Penalty: 6037.242188
	Iteration 223Q: 3 clusters Score -2.474274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188227 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -24742760.000000 Penalty: 6037.242188
	Iteration 224Q: 3 clusters Score -2.474276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188233 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -24742748.000000 Penalty: 6037.242188
	Iteration 225Q: 3 clusters Score -2.474275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188242 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -24742764.000000 Penalty: 6037.242188
	Iteration 226Q: 3 clusters Score -2.474276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188251 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -24742748.000000 Penalty: 6037.242188
	Iteration 227Q: 3 clusters Score -2.474275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -24742748.000000 Penalty: 6037.242188
	Iteration 228Q: 3 clusters Score -2.474275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188269 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -24742742.000000 Penalty: 6037.242188
	Iteration 229Q: 3 clusters Score -2.474274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188278 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -24742748.000000 Penalty: 6037.242188
	Iteration 230Q: 3 clusters Score -2.474275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -24742738.000000 Penalty: 6037.242188
	Iteration 231Q: 3 clusters Score -2.474274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188297 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -24742740.000000 Penalty: 6037.242188
	Iteration 232Q: 3 clusters Score -2.474274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -24742722.000000 Penalty: 6037.242188
	Iteration 233Q: 3 clusters Score -2.474272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188320 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -24742728.000000 Penalty: 6037.242188
	Iteration 234Q: 3 clusters Score -2.474273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188330 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -24742744.000000 Penalty: 6037.242188
	Iteration 235Q: 3 clusters Score -2.474274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188337 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -24742738.000000 Penalty: 6037.242188
	Iteration 236Q: 3 clusters Score -2.474274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188340 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -24742742.000000 Penalty: 6037.242188
	Iteration 237Q: 3 clusters Score -2.474274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188346 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -24742722.000000 Penalty: 6037.242188
	Iteration 238Q: 3 clusters Score -2.474272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188349 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -24742718.000000 Penalty: 6037.242188
	Iteration 239Q: 3 clusters Score -2.474272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -24742710.000000 Penalty: 6037.242188
	Iteration 240F: 3 clusters Score -2.474271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188358 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -24742688.000000 Penalty: 6037.242188
	Iteration 241Q: 3 clusters Score -2.474269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -24742706.000000 Penalty: 6037.242188
	Iteration 242Q: 3 clusters Score -2.474271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188363 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -24742694.000000 Penalty: 6037.242188
	Iteration 243Q: 3 clusters Score -2.474269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188365 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -24742678.000000 Penalty: 6037.242188
	Iteration 244Q: 3 clusters Score -2.474268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188365 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -24742678.000000 Penalty: 6037.242188
	Iteration 245F: 3 clusters Score -2.474268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75146.585938 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75146.59 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75470.140625 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75470.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75599.906250 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75599.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75703.617188 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -75703.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75783.507812 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -75783.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75833.312500 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -75833.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75884.664062 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -75884.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75906.320312 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -75906.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75943.335938 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -75943.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75973.617188 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -75973.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75994.328125 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -75994.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76018.078125 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76018.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76044.664062 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76044.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76070.093750 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76070.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76087.070312 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -76087.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76107.312500 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -76107.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76136.187500 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -76136.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76164.921875 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -76164.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76204.609375 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -76204.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76254.257812 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -76254.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76309.117188 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -76309.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76383.242188 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -76383.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76500.070312 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -76500.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76612.414062 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -76612.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76662.039062 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -76662.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76689.640625 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -76689.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76720.937500 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -76720.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76743.742188 Penalty: 3250.750977
	Iteration 27Q: 3 clusters Score -76743.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76786.078125 Penalty: 3250.750977
	Iteration 28Q: 3 clusters Score -76786.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76862.132812 Penalty: 3250.750977
	Iteration 29Q: 3 clusters Score -76862.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76998.414062 Penalty: 3250.750977
	Iteration 30Q: 3 clusters Score -76998.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77078.968750 Penalty: 3250.750977
	Iteration 31Q: 3 clusters Score -77078.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77084.578125 Penalty: 3250.750977
	Iteration 32Q: 3 clusters Score -77084.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77092.960938 Penalty: 3250.750977
	Iteration 33F: 3 clusters Score -77092.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77114.273438 Penalty: 3250.750977
	Iteration 34Q: 3 clusters Score -77114.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77119.234375 Penalty: 3250.750977
	Iteration 35Q: 3 clusters Score -77119.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77130.390625 Penalty: 3250.750977
	Iteration 36Q: 3 clusters Score -77130.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77132.492188 Penalty: 3250.750977
	Iteration 37Q: 3 clusters Score -77132.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77132.492188 Penalty: 3250.750977
	Iteration 38F: 3 clusters Score -77132.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 171005 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36574 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78179 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44863 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193273 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 18 contains 53256 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 22 contains 112956 members 
Mstep: Class 23 contains 15587 members 
Entering Unmasked Estep 
Score: -98286456.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98287800.000000 to -98286456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (53256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Entering Unmasked Estep 
Score: -6869202.000000 Penalty: 2698.950684
	Iteration 0F: 2 clusters Score -6869202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -6833157.500000 Penalty: 5397.901367
	Iteration 0F: 3 clusters Score -6833158 nChanged 24796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -6847113.000000 Penalty: 5397.901367
	Iteration 1F: 3 clusters Score -6847113 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -6847739.500000 Penalty: 5397.901367
	Iteration 2Q: 3 clusters Score -6847740 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -6848340.000000 Penalty: 5397.901367
	Iteration 3Q: 3 clusters Score -6848340 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6849004.500000 Penalty: 5397.901367
	Iteration 4Q: 3 clusters Score -6849004 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -6849800.500000 Penalty: 5397.901367
	Iteration 5Q: 3 clusters Score -6849800 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -6850942.500000 Penalty: 5397.901367
	Iteration 6Q: 3 clusters Score -6850942 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -6852624.000000 Penalty: 5397.901367
	Iteration 7F: 3 clusters Score -6852624 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -6854853.500000 Penalty: 5397.901367
	Iteration 8F: 3 clusters Score -6854854 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -6857511.500000 Penalty: 5397.901367
	Iteration 9F: 3 clusters Score -6857512 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -6860005.500000 Penalty: 5397.901367
	Iteration 10F: 3 clusters Score -6860006 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6861930.000000 Penalty: 5397.901367
	Iteration 11Q: 3 clusters Score -6861930 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6863291.000000 Penalty: 5397.901367
	Iteration 12Q: 3 clusters Score -6863291 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -6864118.500000 Penalty: 5397.901367
	Iteration 13Q: 3 clusters Score -6864118 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6864681.500000 Penalty: 5397.901367
	Iteration 14Q: 3 clusters Score -6864682 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -6865035.500000 Penalty: 5397.901367
	Iteration 15Q: 3 clusters Score -6865036 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -6865319.000000 Penalty: 5397.901367
	Iteration 16Q: 3 clusters Score -6865319 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -6865607.500000 Penalty: 5397.901367
	Iteration 17Q: 3 clusters Score -6865608 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6865870.500000 Penalty: 5397.901367
	Iteration 18Q: 3 clusters Score -6865870 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -6866102.500000 Penalty: 5397.901367
	Iteration 19Q: 3 clusters Score -6866102 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -6866339.500000 Penalty: 5397.901367
	Iteration 20F: 3 clusters Score -6866340 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -6866543.000000 Penalty: 5397.901367
	Iteration 21Q: 3 clusters Score -6866543 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6866731.500000 Penalty: 5397.901367
	Iteration 22Q: 3 clusters Score -6866732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -6866861.500000 Penalty: 5397.901367
	Iteration 23Q: 3 clusters Score -6866862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6866946.500000 Penalty: 5397.901367
	Iteration 24Q: 3 clusters Score -6866946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6867043.500000 Penalty: 5397.901367
	Iteration 25Q: 3 clusters Score -6867044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -6867104.500000 Penalty: 5397.901367
	Iteration 26Q: 3 clusters Score -6867104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6867130.500000 Penalty: 5397.901367
	Iteration 27Q: 3 clusters Score -6867130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6867155.000000 Penalty: 5397.901367
	Iteration 28Q: 3 clusters Score -6867155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6867174.500000 Penalty: 5397.901367
	Iteration 29Q: 3 clusters Score -6867174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -6867193.500000 Penalty: 5397.901367
	Iteration 30Q: 3 clusters Score -6867194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -6867207.000000 Penalty: 5397.901367
	Iteration 31Q: 3 clusters Score -6867207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -6867204.000000 Penalty: 5397.901367
	Iteration 32Q: 3 clusters Score -6867204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -6867207.500000 Penalty: 5397.901367
	Iteration 33Q: 3 clusters Score -6867208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -6867217.000000 Penalty: 5397.901367
	Iteration 34Q: 3 clusters Score -6867217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -6867211.500000 Penalty: 5397.901367
	Iteration 35Q: 3 clusters Score -6867212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -6867215.500000 Penalty: 5397.901367
	Iteration 36Q: 3 clusters Score -6867216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6867215.000000 Penalty: 5397.901367
	Iteration 37Q: 3 clusters Score -6867215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6867216.000000 Penalty: 5397.901367
	Iteration 38Q: 3 clusters Score -6867216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6867219.000000 Penalty: 5397.901367
	Iteration 39Q: 3 clusters Score -6867219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -6867223.000000 Penalty: 5397.901367
	Iteration 40F: 3 clusters Score -6867223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -6867224.000000 Penalty: 5397.901367
	Iteration 41Q: 3 clusters Score -6867224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6867221.500000 Penalty: 5397.901367
	Iteration 42Q: 3 clusters Score -6867222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6867223.000000 Penalty: 5397.901367
	Iteration 43Q: 3 clusters Score -6867223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -6867225.500000 Penalty: 5397.901367
	Iteration 44Q: 3 clusters Score -6867226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6867234.500000 Penalty: 5397.901367
	Iteration 45Q: 3 clusters Score -6867234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6867240.000000 Penalty: 5397.901367
	Iteration 46Q: 3 clusters Score -6867240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -6867245.000000 Penalty: 5397.901367
	Iteration 47Q: 3 clusters Score -6867245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -6867243.000000 Penalty: 5397.901367
	Iteration 48Q: 3 clusters Score -6867243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -6867246.500000 Penalty: 5397.901367
	Iteration 49Q: 3 clusters Score -6867246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -6867246.000000 Penalty: 5397.901367
	Iteration 50Q: 3 clusters Score -6867246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -6867246.000000 Penalty: 5397.901367
	Iteration 51Q: 3 clusters Score -6867246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6867247.000000 Penalty: 5397.901367
	Iteration 52Q: 3 clusters Score -6867247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -6867242.000000 Penalty: 5397.901367
	Iteration 53Q: 3 clusters Score -6867242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -6867243.500000 Penalty: 5397.901367
	Iteration 54Q: 3 clusters Score -6867244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -6867243.500000 Penalty: 5397.901367
	Iteration 55F: 3 clusters Score -6867244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Entering Unmasked Estep 
Score: -1429716.375000 Penalty: 2325.317139
	Iteration 0F: 2 clusters Score -1429716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1420890.625000 Penalty: 4650.634277
	Iteration 0F: 3 clusters Score -1420891 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1423520.000000 Penalty: 4650.634277
	Iteration 1F: 3 clusters Score -1423520 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1423827.625000 Penalty: 4650.634277
	Iteration 2F: 3 clusters Score -1423828 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1424037.625000 Penalty: 4650.634277
	Iteration 3Q: 3 clusters Score -1424038 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1424216.375000 Penalty: 4650.634277
	Iteration 4Q: 3 clusters Score -1424216 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1424377.875000 Penalty: 4650.634277
	Iteration 5Q: 3 clusters Score -1424378 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1424519.125000 Penalty: 4650.634277
	Iteration 6Q: 3 clusters Score -1424519 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1424655.500000 Penalty: 4650.634277
	Iteration 7Q: 3 clusters Score -1424656 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1424803.375000 Penalty: 4650.634277
	Iteration 8Q: 3 clusters Score -1424803 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1424950.750000 Penalty: 4650.634277
	Iteration 9Q: 3 clusters Score -1424951 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1425105.625000 Penalty: 4650.634277
	Iteration 10Q: 3 clusters Score -1425106 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1425254.875000 Penalty: 4650.634277
	Iteration 11Q: 3 clusters Score -1425255 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1425407.250000 Penalty: 4650.634277
	Iteration 12Q: 3 clusters Score -1425407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1425571.500000 Penalty: 4650.634277
	Iteration 13Q: 3 clusters Score -1425572 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1425746.125000 Penalty: 4650.634277
	Iteration 14Q: 3 clusters Score -1425746 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1425879.250000 Penalty: 4650.634277
	Iteration 15Q: 3 clusters Score -1425879 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1426034.625000 Penalty: 4650.634277
	Iteration 16Q: 3 clusters Score -1426035 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1426183.125000 Penalty: 4650.634277
	Iteration 17Q: 3 clusters Score -1426183 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1426347.750000 Penalty: 4650.634277
	Iteration 18Q: 3 clusters Score -1426348 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1426512.625000 Penalty: 4650.634277
	Iteration 19Q: 3 clusters Score -1426513 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1426675.625000 Penalty: 4650.634277
	Iteration 20F: 3 clusters Score -1426676 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1426823.875000 Penalty: 4650.634277
	Iteration 21Q: 3 clusters Score -1426824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1426970.125000 Penalty: 4650.634277
	Iteration 22Q: 3 clusters Score -1426970 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1427111.000000 Penalty: 4650.634277
	Iteration 23Q: 3 clusters Score -1427111 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1427245.000000 Penalty: 4650.634277
	Iteration 24Q: 3 clusters Score -1427245 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1427356.875000 Penalty: 4650.634277
	Iteration 25Q: 3 clusters Score -1427357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1427442.375000 Penalty: 4650.634277
	Iteration 26Q: 3 clusters Score -1427442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1427505.000000 Penalty: 4650.634277
	Iteration 27Q: 3 clusters Score -1427505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1427548.375000 Penalty: 4650.634277
	Iteration 28Q: 3 clusters Score -1427548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1427580.625000 Penalty: 4650.634277
	Iteration 29Q: 3 clusters Score -1427581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1427606.500000 Penalty: 4650.634277
	Iteration 30Q: 3 clusters Score -1427606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1427624.750000 Penalty: 4650.634277
	Iteration 31Q: 3 clusters Score -1427625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1427632.750000 Penalty: 4650.634277
	Iteration 32Q: 3 clusters Score -1427633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1427642.500000 Penalty: 4650.634277
	Iteration 33Q: 3 clusters Score -1427642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1427646.750000 Penalty: 4650.634277
	Iteration 34Q: 3 clusters Score -1427647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1427651.500000 Penalty: 4650.634277
	Iteration 35Q: 3 clusters Score -1427652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1427657.750000 Penalty: 4650.634277
	Iteration 36Q: 3 clusters Score -1427658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1427666.375000 Penalty: 4650.634277
	Iteration 37Q: 3 clusters Score -1427666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1427674.875000 Penalty: 4650.634277
	Iteration 38Q: 3 clusters Score -1427675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1427679.375000 Penalty: 4650.634277
	Iteration 39Q: 3 clusters Score -1427679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1427682.500000 Penalty: 4650.634277
	Iteration 40F: 3 clusters Score -1427682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1427684.625000 Penalty: 4650.634277
	Iteration 41Q: 3 clusters Score -1427685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1427687.125000 Penalty: 4650.634277
	Iteration 42Q: 3 clusters Score -1427687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1427691.250000 Penalty: 4650.634277
	Iteration 43Q: 3 clusters Score -1427691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1427696.000000 Penalty: 4650.634277
	Iteration 44Q: 3 clusters Score -1427696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1427700.125000 Penalty: 4650.634277
	Iteration 45Q: 3 clusters Score -1427700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1427698.500000 Penalty: 4650.634277
	Iteration 46Q: 3 clusters Score -1427698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1427699.250000 Penalty: 4650.634277
	Iteration 47Q: 3 clusters Score -1427699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1427700.625000 Penalty: 4650.634277
	Iteration 48Q: 3 clusters Score -1427701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1427702.500000 Penalty: 4650.634277
	Iteration 49Q: 3 clusters Score -1427702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1427702.500000 Penalty: 4650.634277
	Iteration 50Q: 3 clusters Score -1427702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1427704.125000 Penalty: 4650.634277
	Iteration 51Q: 3 clusters Score -1427704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1427703.750000 Penalty: 4650.634277
	Iteration 52Q: 3 clusters Score -1427704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1427703.750000 Penalty: 4650.634277
	Iteration 53F: 3 clusters Score -1427704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (112956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Entering Unmasked Estep 
Score: -14462830.000000 Penalty: 2885.418701
	Iteration 0F: 2 clusters Score -1.446283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -14387380.000000 Penalty: 5770.837402
	Iteration 0F: 3 clusters Score -1.438738e+07 nChanged 53751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -14418008.000000 Penalty: 5770.837402
	Iteration 1F: 3 clusters Score -1.441801e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -14418681.000000 Penalty: 5770.837402
	Iteration 2Q: 3 clusters Score -1.441868e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -14419485.000000 Penalty: 5770.837402
	Iteration 3Q: 3 clusters Score -1.441948e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -14420703.000000 Penalty: 5770.837402
	Iteration 4Q: 3 clusters Score -1.44207e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -14422662.000000 Penalty: 5770.837402
	Iteration 5Q: 3 clusters Score -1.442266e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -14425627.000000 Penalty: 5770.837402
	Iteration 6F: 3 clusters Score -1.442563e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -14430472.000000 Penalty: 5770.837402
	Iteration 7F: 3 clusters Score -1.443047e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -14437081.000000 Penalty: 5770.837402
	Iteration 8F: 3 clusters Score -1.443708e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -14444400.000000 Penalty: 5770.837402
	Iteration 9F: 3 clusters Score -1.44444e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -14450035.000000 Penalty: 5770.837402
	Iteration 10F: 3 clusters Score -1.445004e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -14453389.000000 Penalty: 5770.837402
	Iteration 11Q: 3 clusters Score -1.445339e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -14455145.000000 Penalty: 5770.837402
	Iteration 12Q: 3 clusters Score -1.445514e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -14456346.000000 Penalty: 5770.837402
	Iteration 13Q: 3 clusters Score -1.445635e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100889 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -14457245.000000 Penalty: 5770.837402
	Iteration 14Q: 3 clusters Score -1.445724e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -14457966.000000 Penalty: 5770.837402
	Iteration 15Q: 3 clusters Score -1.445797e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -14458473.000000 Penalty: 5770.837402
	Iteration 16Q: 3 clusters Score -1.445847e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -14458803.000000 Penalty: 5770.837402
	Iteration 17Q: 3 clusters Score -1.44588e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -14459089.000000 Penalty: 5770.837402
	Iteration 18Q: 3 clusters Score -1.445909e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105371 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -14459362.000000 Penalty: 5770.837402
	Iteration 19Q: 3 clusters Score -1.445936e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105946 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -14459548.000000 Penalty: 5770.837402
	Iteration 20F: 3 clusters Score -1.445955e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106477 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -14459743.000000 Penalty: 5770.837402
	Iteration 21Q: 3 clusters Score -1.445974e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -14459939.000000 Penalty: 5770.837402
	Iteration 22Q: 3 clusters Score -1.445994e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -14460138.000000 Penalty: 5770.837402
	Iteration 23Q: 3 clusters Score -1.446014e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -14460230.000000 Penalty: 5770.837402
	Iteration 24Q: 3 clusters Score -1.446023e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -14460290.000000 Penalty: 5770.837402
	Iteration 25Q: 3 clusters Score -1.446029e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -14460389.000000 Penalty: 5770.837402
	Iteration 26Q: 3 clusters Score -1.446039e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108645 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -14460461.000000 Penalty: 5770.837402
	Iteration 27Q: 3 clusters Score -1.446046e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -14460504.000000 Penalty: 5770.837402
	Iteration 28Q: 3 clusters Score -1.44605e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -14460559.000000 Penalty: 5770.837402
	Iteration 29Q: 3 clusters Score -1.446056e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -14460651.000000 Penalty: 5770.837402
	Iteration 30Q: 3 clusters Score -1.446065e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109329 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14460665.000000 Penalty: 5770.837402
	Iteration 31Q: 3 clusters Score -1.446066e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -14460717.000000 Penalty: 5770.837402
	Iteration 32Q: 3 clusters Score -1.446072e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -14460756.000000 Penalty: 5770.837402
	Iteration 33Q: 3 clusters Score -1.446076e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -14460769.000000 Penalty: 5770.837402
	Iteration 34Q: 3 clusters Score -1.446077e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14460744.000000 Penalty: 5770.837402
	Iteration 35Q: 3 clusters Score -1.446074e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -14460770.000000 Penalty: 5770.837402
	Iteration 36Q: 3 clusters Score -1.446077e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -14460813.000000 Penalty: 5770.837402
	Iteration 37Q: 3 clusters Score -1.446081e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -14460839.000000 Penalty: 5770.837402
	Iteration 38Q: 3 clusters Score -1.446084e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -14460844.000000 Penalty: 5770.837402
	Iteration 39Q: 3 clusters Score -1.446084e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -14460842.000000 Penalty: 5770.837402
	Iteration 40F: 3 clusters Score -1.446084e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -14460852.000000 Penalty: 5770.837402
	Iteration 41Q: 3 clusters Score -1.446085e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110212 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -14460851.000000 Penalty: 5770.837402
	Iteration 42Q: 3 clusters Score -1.446085e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -14460860.000000 Penalty: 5770.837402
	Iteration 43Q: 3 clusters Score -1.446086e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -14460881.000000 Penalty: 5770.837402
	Iteration 44Q: 3 clusters Score -1.446088e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -14460917.000000 Penalty: 5770.837402
	Iteration 45Q: 3 clusters Score -1.446092e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14460905.000000 Penalty: 5770.837402
	Iteration 46Q: 3 clusters Score -1.44609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -14460909.000000 Penalty: 5770.837402
	Iteration 47Q: 3 clusters Score -1.446091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110487 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14460916.000000 Penalty: 5770.837402
	Iteration 48Q: 3 clusters Score -1.446092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14460928.000000 Penalty: 5770.837402
	Iteration 49Q: 3 clusters Score -1.446093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110542 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -14460908.000000 Penalty: 5770.837402
	Iteration 50Q: 3 clusters Score -1.446091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14460926.000000 Penalty: 5770.837402
	Iteration 51Q: 3 clusters Score -1.446093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -14460925.000000 Penalty: 5770.837402
	Iteration 52Q: 3 clusters Score -1.446092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110587 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -14460942.000000 Penalty: 5770.837402
	Iteration 53Q: 3 clusters Score -1.446094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -14460928.000000 Penalty: 5770.837402
	Iteration 54Q: 3 clusters Score -1.446093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14460927.000000 Penalty: 5770.837402
	Iteration 55Q: 3 clusters Score -1.446093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -14460921.000000 Penalty: 5770.837402
	Iteration 56Q: 3 clusters Score -1.446092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -14460917.000000 Penalty: 5770.837402
	Iteration 57Q: 3 clusters Score -1.446092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -14460923.000000 Penalty: 5770.837402
	Iteration 58Q: 3 clusters Score -1.446092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -14460917.000000 Penalty: 5770.837402
	Iteration 59Q: 3 clusters Score -1.446092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110675 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -14460917.000000 Penalty: 5770.837402
	Iteration 60F: 3 clusters Score -1.446092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -14460933.000000 Penalty: 5770.837402
	Iteration 61Q: 3 clusters Score -1.446093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14460943.000000 Penalty: 5770.837402
	Iteration 62Q: 3 clusters Score -1.446094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -14460944.000000 Penalty: 5770.837402
	Iteration 63Q: 3 clusters Score -1.446094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -14460943.000000 Penalty: 5770.837402
	Iteration 64Q: 3 clusters Score -1.446094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110719 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -14460933.000000 Penalty: 5770.837402
	Iteration 65Q: 3 clusters Score -1.446093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -14460937.000000 Penalty: 5770.837402
	Iteration 66Q: 3 clusters Score -1.446094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -14460949.000000 Penalty: 5770.837402
	Iteration 67Q: 3 clusters Score -1.446095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110727 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -14460943.000000 Penalty: 5770.837402
	Iteration 68Q: 3 clusters Score -1.446094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -14460944.000000 Penalty: 5770.837402
	Iteration 69Q: 3 clusters Score -1.446094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -14460937.000000 Penalty: 5770.837402
	Iteration 70Q: 3 clusters Score -1.446094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110730 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -14460937.000000 Penalty: 5770.837402
	Iteration 71F: 3 clusters Score -1.446094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -2027626.875000 Penalty: 2394.239746
	Iteration 0F: 2 clusters Score -2027627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2016321.875000 Penalty: 4788.479492
	Iteration 0F: 3 clusters Score -2016322 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2019911.500000 Penalty: 4788.479492
	Iteration 1F: 3 clusters Score -2019912 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2020365.625000 Penalty: 4788.479492
	Iteration 2F: 3 clusters Score -2020366 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2020806.750000 Penalty: 4788.479492
	Iteration 3F: 3 clusters Score -2020807 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2021282.000000 Penalty: 4788.479492
	Iteration 4F: 3 clusters Score -2021282 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2021827.750000 Penalty: 4788.479492
	Iteration 5F: 3 clusters Score -2021828 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2022424.500000 Penalty: 4788.479492
	Iteration 6F: 3 clusters Score -2022424 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2023121.125000 Penalty: 4788.479492
	Iteration 7F: 3 clusters Score -2023121 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2023906.750000 Penalty: 4788.479492
	Iteration 8F: 3 clusters Score -2023907 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2024527.250000 Penalty: 4788.479492
	Iteration 9Q: 3 clusters Score -2024527 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2024942.125000 Penalty: 4788.479492
	Iteration 10Q: 3 clusters Score -2024942 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2025192.500000 Penalty: 4788.479492
	Iteration 11Q: 3 clusters Score -2025192 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2025357.250000 Penalty: 4788.479492
	Iteration 12Q: 3 clusters Score -2025357 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2025448.125000 Penalty: 4788.479492
	Iteration 13Q: 3 clusters Score -2025448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2025497.750000 Penalty: 4788.479492
	Iteration 14Q: 3 clusters Score -2025498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2025525.500000 Penalty: 4788.479492
	Iteration 15Q: 3 clusters Score -2025526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2025541.750000 Penalty: 4788.479492
	Iteration 16Q: 3 clusters Score -2025542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2025562.750000 Penalty: 4788.479492
	Iteration 17Q: 3 clusters Score -2025563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2025573.500000 Penalty: 4788.479492
	Iteration 18Q: 3 clusters Score -2025574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2025582.875000 Penalty: 4788.479492
	Iteration 19Q: 3 clusters Score -2025583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2025596.750000 Penalty: 4788.479492
	Iteration 20F: 3 clusters Score -2025597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2025597.125000 Penalty: 4788.479492
	Iteration 21Q: 3 clusters Score -2025597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2025599.125000 Penalty: 4788.479492
	Iteration 22Q: 3 clusters Score -2025599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2025601.750000 Penalty: 4788.479492
	Iteration 23Q: 3 clusters Score -2025602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2025603.375000 Penalty: 4788.479492
	Iteration 24Q: 3 clusters Score -2025603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2025611.625000 Penalty: 4788.479492
	Iteration 25Q: 3 clusters Score -2025612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2025610.625000 Penalty: 4788.479492
	Iteration 26Q: 3 clusters Score -2025611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2025615.750000 Penalty: 4788.479492
	Iteration 27Q: 3 clusters Score -2025616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2025613.375000 Penalty: 4788.479492
	Iteration 28Q: 3 clusters Score -2025613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2025615.250000 Penalty: 4788.479492
	Iteration 29Q: 3 clusters Score -2025615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2025614.375000 Penalty: 4788.479492
	Iteration 30Q: 3 clusters Score -2025614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2025614.500000 Penalty: 4788.479492
	Iteration 31Q: 3 clusters Score -2025614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2025614.500000 Penalty: 4788.479492
	Iteration 32F: 3 clusters Score -2025614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 171005 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36574 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78179 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44863 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193273 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53256 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 22 contains 112956 members 
Mstep: Class 23 contains 15587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287864.000000 Penalty: 60574.269531
Iteration 399Q: 19 clusters Score -9.828786e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 171106 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36625 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78161 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44886 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193438 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53288 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 22 contains 112507 members 
Mstep: Class 23 contains 15597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287824.000000 Penalty: 60574.269531
Iteration 400F: 19 clusters Score -9.828782e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 171239 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36668 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78133 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44898 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193566 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53332 members 
Mstep: Class 20 contains 11808 members 
Mstep: Class 22 contains 112091 members 
Mstep: Class 23 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287744.000000 Penalty: 60574.269531
Iteration 401Q: 19 clusters Score -9.828774e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 171361 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36712 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78125 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7623 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44918 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193633 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53379 members 
Mstep: Class 20 contains 11796 members 
Mstep: Class 22 contains 111717 members 
Mstep: Class 23 contains 15615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287880.000000 Penalty: 60574.269531
Iteration 402Q: 19 clusters Score -9.828788e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 171473 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36755 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78106 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44938 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193735 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53433 members 
Mstep: Class 20 contains 11789 members 
Mstep: Class 22 contains 111328 members 
Mstep: Class 23 contains 15619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287792.000000 Penalty: 60574.269531
Iteration 403Q: 19 clusters Score -9.828779e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 171593 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36801 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78099 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7623 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44960 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193837 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53466 members 
Mstep: Class 20 contains 11781 members 
Mstep: Class 22 contains 110939 members 
Mstep: Class 23 contains 15625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287864.000000 Penalty: 60574.269531
Iteration 404Q: 19 clusters Score -9.828786e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 171689 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36845 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78080 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 44981 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 193967 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53504 members 
Mstep: Class 20 contains 11779 members 
Mstep: Class 22 contains 110538 members 
Mstep: Class 23 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287976.000000 Penalty: 60574.269531
Iteration 405Q: 19 clusters Score -9.828798e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 171790 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36900 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78061 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45006 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194094 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53556 members 
Mstep: Class 20 contains 11778 members 
Mstep: Class 22 contains 110087 members 
Mstep: Class 23 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98288120.000000 Penalty: 60574.269531
Iteration 406Q: 19 clusters Score -9.828812e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 171911 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36959 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78049 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45024 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194188 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53607 members 
Mstep: Class 20 contains 11777 members 
Mstep: Class 22 contains 109655 members 
Mstep: Class 23 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287952.000000 Penalty: 60574.269531
Iteration 407Q: 19 clusters Score -9.828795e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 172013 members 
Mstep: Class 3 contains 625 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 36997 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78034 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7627 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45045 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194284 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53673 members 
Mstep: Class 20 contains 11772 members 
Mstep: Class 22 contains 109234 members 
Mstep: Class 23 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287880.000000 Penalty: 60574.269531
Iteration 408Q: 19 clusters Score -9.828788e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 172124 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37048 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 78018 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45070 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194353 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53731 members 
Mstep: Class 20 contains 11766 members 
Mstep: Class 22 contains 108825 members 
Mstep: Class 23 contains 15664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287888.000000 Penalty: 60574.269531
Iteration 409Q: 19 clusters Score -9.828789e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 172219 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37098 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77999 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45095 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194439 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53802 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 22 contains 108413 members 
Mstep: Class 23 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287832.000000 Penalty: 60574.269531
Iteration 410Q: 19 clusters Score -9.828783e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 172262 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37147 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77978 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45110 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194581 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53876 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 22 contains 108016 members 
Mstep: Class 23 contains 15683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287776.000000 Penalty: 60574.269531
Iteration 411Q: 19 clusters Score -9.828778e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 172337 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37192 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77958 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45133 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194700 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53944 members 
Mstep: Class 20 contains 11767 members 
Mstep: Class 22 contains 107601 members 
Mstep: Class 23 contains 15697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287632.000000 Penalty: 60574.269531
Iteration 412Q: 19 clusters Score -9.828763e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 172426 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37234 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77940 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7632 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45161 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194824 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 53999 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 22 contains 107194 members 
Mstep: Class 23 contains 15710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287616.000000 Penalty: 60574.269531
Iteration 413Q: 19 clusters Score -9.828762e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 172529 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37265 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77910 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45182 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 194950 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54047 members 
Mstep: Class 20 contains 11766 members 
Mstep: Class 22 contains 106818 members 
Mstep: Class 23 contains 15715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287496.000000 Penalty: 60574.269531
Iteration 414Q: 19 clusters Score -9.82875e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 172581 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37301 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77884 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45212 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195077 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54090 members 
Mstep: Class 20 contains 11767 members 
Mstep: Class 22 contains 106463 members 
Mstep: Class 23 contains 15726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287488.000000 Penalty: 60574.269531
Iteration 415Q: 19 clusters Score -9.828749e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 172665 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37338 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77847 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45243 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195191 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54128 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 22 contains 106080 members 
Mstep: Class 23 contains 15744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287432.000000 Penalty: 60574.269531
Iteration 416Q: 19 clusters Score -9.828743e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 172759 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37369 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77809 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45272 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195311 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54181 members 
Mstep: Class 20 contains 11776 members 
Mstep: Class 22 contains 105683 members 
Mstep: Class 23 contains 15758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287416.000000 Penalty: 60574.269531
Iteration 417Q: 19 clusters Score -9.828742e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 172847 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37393 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77761 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 45293 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195438 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54234 members 
Mstep: Class 20 contains 11771 members 
Mstep: Class 22 contains 105311 members 
Mstep: Class 23 contains 15778 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 418Q: 19 clusters Score -9.828751e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 172962 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37422 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77713 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45314 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195535 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54285 members 
Mstep: Class 20 contains 11765 members 
Mstep: Class 22 contains 104962 members 
Mstep: Class 23 contains 15796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 419Q: 19 clusters Score -9.828754e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 173084 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37452 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77662 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45341 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195620 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54339 members 
Mstep: Class 20 contains 11759 members 
Mstep: Class 22 contains 104600 members 
Mstep: Class 23 contains 15810 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 420F: 19 clusters Score -9.828726e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 173187 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37498 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77627 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45373 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195676 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54388 members 
Mstep: Class 20 contains 11760 members 
Mstep: Class 22 contains 104253 members 
Mstep: Class 23 contains 15823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287112.000000 Penalty: 60574.269531
Iteration 421Q: 19 clusters Score -9.828711e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 173273 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37554 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77581 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45401 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195734 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54443 members 
Mstep: Class 20 contains 11756 members 
Mstep: Class 22 contains 103912 members 
Mstep: Class 23 contains 15829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287160.000000 Penalty: 60574.269531
Iteration 422Q: 19 clusters Score -9.828716e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 173386 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37601 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77526 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45422 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195804 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54497 members 
Mstep: Class 20 contains 11750 members 
Mstep: Class 22 contains 103554 members 
Mstep: Class 23 contains 15832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287400.000000 Penalty: 60574.269531
Iteration 423Q: 19 clusters Score -9.82874e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 173511 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37647 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77479 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45460 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195845 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54554 members 
Mstep: Class 20 contains 11750 members 
Mstep: Class 22 contains 103176 members 
Mstep: Class 23 contains 15838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287176.000000 Penalty: 60574.269531
Iteration 424Q: 19 clusters Score -9.828718e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 173636 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37703 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77453 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45486 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195884 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54593 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 22 contains 102787 members 
Mstep: Class 23 contains 15852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287160.000000 Penalty: 60574.269531
Iteration 425Q: 19 clusters Score -9.828716e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 173754 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37768 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77428 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45500 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195931 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54645 members 
Mstep: Class 20 contains 11747 members 
Mstep: Class 22 contains 102394 members 
Mstep: Class 23 contains 15863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286968.000000 Penalty: 60574.269531
Iteration 426Q: 19 clusters Score -9.828697e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 173906 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37808 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77403 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45520 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 195973 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54692 members 
Mstep: Class 20 contains 11747 members 
Mstep: Class 22 contains 102021 members 
Mstep: Class 23 contains 15869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287112.000000 Penalty: 60574.269531
Iteration 427Q: 19 clusters Score -9.828711e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 174067 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37824 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77374 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45544 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196015 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54745 members 
Mstep: Class 20 contains 11743 members 
Mstep: Class 22 contains 101637 members 
Mstep: Class 23 contains 15879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287064.000000 Penalty: 60574.269531
Iteration 428Q: 19 clusters Score -9.828706e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 174208 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37853 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77353 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45565 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196018 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54808 members 
Mstep: Class 20 contains 11743 members 
Mstep: Class 22 contains 101275 members 
Mstep: Class 23 contains 15887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287072.000000 Penalty: 60574.269531
Iteration 429Q: 19 clusters Score -9.828707e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 174326 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37887 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77310 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45598 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196084 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54856 members 
Mstep: Class 20 contains 11739 members 
Mstep: Class 22 contains 100922 members 
Mstep: Class 23 contains 15893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286968.000000 Penalty: 60574.269531
Iteration 430Q: 19 clusters Score -9.828697e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 174425 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37923 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77257 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45629 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196166 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54915 members 
Mstep: Class 20 contains 11733 members 
Mstep: Class 22 contains 100561 members 
Mstep: Class 23 contains 15904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287048.000000 Penalty: 60574.269531
Iteration 431Q: 19 clusters Score -9.828705e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 174527 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 37961 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77216 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45668 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196228 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 54987 members 
Mstep: Class 20 contains 11734 members 
Mstep: Class 22 contains 100170 members 
Mstep: Class 23 contains 15923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287080.000000 Penalty: 60574.269531
Iteration 432Q: 19 clusters Score -9.828708e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 174671 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38000 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77157 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45699 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196270 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55056 members 
Mstep: Class 20 contains 11737 members 
Mstep: Class 22 contains 99772 members 
Mstep: Class 23 contains 15940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98287088.000000 Penalty: 60574.269531
Iteration 433Q: 19 clusters Score -9.828709e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 174830 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38044 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77113 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45726 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196309 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55136 members 
Mstep: Class 20 contains 11732 members 
Mstep: Class 22 contains 99346 members 
Mstep: Class 23 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286976.000000 Penalty: 60574.269531
Iteration 434Q: 19 clusters Score -9.828698e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 174996 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38091 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77061 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45761 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196381 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55182 members 
Mstep: Class 20 contains 11730 members 
Mstep: Class 22 contains 98935 members 
Mstep: Class 23 contains 15982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286888.000000 Penalty: 60574.269531
Iteration 435Q: 19 clusters Score -9.828689e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 175141 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38144 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 77004 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196464 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55220 members 
Mstep: Class 20 contains 11727 members 
Mstep: Class 22 contains 98553 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286808.000000 Penalty: 60574.269531
Iteration 436Q: 19 clusters Score -9.828681e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 175290 members 
Mstep: Class 3 contains 623 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38195 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76951 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45825 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196544 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55271 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 22 contains 98138 members 
Mstep: Class 23 contains 15984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 437Q: 19 clusters Score -9.82865e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 175443 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38258 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76901 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45873 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196611 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55325 members 
Mstep: Class 20 contains 11723 members 
Mstep: Class 22 contains 97706 members 
Mstep: Class 23 contains 15989 members 
Entering Unmasked Estep 
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Iteration 438Q: 19 clusters Score -9.828629e+07 nChanged 956
Entering ConstructFrom: 
Score: -98286288.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (53389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Entering Unmasked Estep 
Score: -6899606.000000 Penalty: 2699.569336
	Iteration 0F: 2 clusters Score -6899606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6863762.000000 Penalty: 5399.138672
	Iteration 0F: 3 clusters Score -6863762 nChanged 24674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -6877705.500000 Penalty: 5399.138672
	Iteration 1F: 3 clusters Score -6877706 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -6878778.000000 Penalty: 5399.138672
	Iteration 2Q: 3 clusters Score -6878778 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6880423.500000 Penalty: 5399.138672
	Iteration 3F: 3 clusters Score -6880424 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -6883199.000000 Penalty: 5399.138672
	Iteration 4F: 3 clusters Score -6883199 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -6887298.500000 Penalty: 5399.138672
	Iteration 5F: 3 clusters Score -6887298 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6891853.000000 Penalty: 5399.138672
	Iteration 6F: 3 clusters Score -6891853 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -6895088.500000 Penalty: 5399.138672
	Iteration 7F: 3 clusters Score -6895088 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -6896454.000000 Penalty: 5399.138672
	Iteration 8Q: 3 clusters Score -6896454 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -6896902.000000 Penalty: 5399.138672
	Iteration 9Q: 3 clusters Score -6896902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -6897048.500000 Penalty: 5399.138672
	Iteration 10Q: 3 clusters Score -6897048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6897131.000000 Penalty: 5399.138672
	Iteration 11Q: 3 clusters Score -6897131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -6897171.000000 Penalty: 5399.138672
	Iteration 12Q: 3 clusters Score -6897171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -6897182.500000 Penalty: 5399.138672
	Iteration 13Q: 3 clusters Score -6897182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -6897212.000000 Penalty: 5399.138672
	Iteration 14Q: 3 clusters Score -6897212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -6897220.000000 Penalty: 5399.138672
	Iteration 15Q: 3 clusters Score -6897220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -6897223.000000 Penalty: 5399.138672
	Iteration 16Q: 3 clusters Score -6897223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -6897223.000000 Penalty: 5399.138672
	Iteration 17F: 3 clusters Score -6897223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (175607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Entering Unmasked Estep 
Score: -22479808.000000 Penalty: 2994.849121
	Iteration 0F: 2 clusters Score -2.247981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -22366178.000000 Penalty: 5989.698242
	Iteration 0F: 3 clusters Score -2.236618e+07 nChanged 84312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -22416040.000000 Penalty: 5989.698242
	Iteration 1F: 3 clusters Score -2.241604e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 96663 members 
Entering Unmasked Estep 
Score: -22417792.000000 Penalty: 5989.698242
	Iteration 2Q: 3 clusters Score -2.241779e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -22420440.000000 Penalty: 5989.698242
	Iteration 3Q: 3 clusters Score -2.242044e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -22425284.000000 Penalty: 5989.698242
	Iteration 4F: 3 clusters Score -2.242528e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -22433226.000000 Penalty: 5989.698242
	Iteration 5F: 3 clusters Score -2.243323e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 131629 members 
Entering Unmasked Estep 
Score: -22444744.000000 Penalty: 5989.698242
	Iteration 6F: 3 clusters Score -2.244474e+07 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 143373 members 
Entering Unmasked Estep 
Score: -22457106.000000 Penalty: 5989.698242
	Iteration 7F: 3 clusters Score -2.245711e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -22466084.000000 Penalty: 5989.698242
	Iteration 8F: 3 clusters Score -2.246608e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -22471066.000000 Penalty: 5989.698242
	Iteration 9Q: 3 clusters Score -2.247107e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -22473464.000000 Penalty: 5989.698242
	Iteration 10Q: 3 clusters Score -2.247346e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -22474684.000000 Penalty: 5989.698242
	Iteration 11Q: 3 clusters Score -2.247468e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 164766 members 
Entering Unmasked Estep 
Score: -22475382.000000 Penalty: 5989.698242
	Iteration 12Q: 3 clusters Score -2.247538e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -22475910.000000 Penalty: 5989.698242
	Iteration 13Q: 3 clusters Score -2.247591e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -22476222.000000 Penalty: 5989.698242
	Iteration 14Q: 3 clusters Score -2.247622e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -22476540.000000 Penalty: 5989.698242
	Iteration 15Q: 3 clusters Score -2.247654e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 169854 members 
Entering Unmasked Estep 
Score: -22476738.000000 Penalty: 5989.698242
	Iteration 16Q: 3 clusters Score -2.247674e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 170656 members 
Entering Unmasked Estep 
Score: -22476894.000000 Penalty: 5989.698242
	Iteration 17Q: 3 clusters Score -2.247689e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -22477034.000000 Penalty: 5989.698242
	Iteration 18Q: 3 clusters Score -2.247703e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -22477128.000000 Penalty: 5989.698242
	Iteration 19Q: 3 clusters Score -2.247713e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -22477242.000000 Penalty: 5989.698242
	Iteration 20F: 3 clusters Score -2.247724e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 172485 members 
Entering Unmasked Estep 
Score: -22477268.000000 Penalty: 5989.698242
	Iteration 21Q: 3 clusters Score -2.247727e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -22477412.000000 Penalty: 5989.698242
	Iteration 22Q: 3 clusters Score -2.247741e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -22477396.000000 Penalty: 5989.698242
	Iteration 23Q: 3 clusters Score -2.24774e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 173229 members 
Entering Unmasked Estep 
Score: -22477464.000000 Penalty: 5989.698242
	Iteration 24Q: 3 clusters Score -2.247746e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -22477466.000000 Penalty: 5989.698242
	Iteration 25Q: 3 clusters Score -2.247747e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 173512 members 
Entering Unmasked Estep 
Score: -22477472.000000 Penalty: 5989.698242
	Iteration 26Q: 3 clusters Score -2.247747e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 173632 members 
Entering Unmasked Estep 
Score: -22477504.000000 Penalty: 5989.698242
	Iteration 27Q: 3 clusters Score -2.24775e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 173732 members 
Entering Unmasked Estep 
Score: -22477522.000000 Penalty: 5989.698242
	Iteration 28Q: 3 clusters Score -2.247752e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 173816 members 
Entering Unmasked Estep 
Score: -22477534.000000 Penalty: 5989.698242
	Iteration 29Q: 3 clusters Score -2.247753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -22477522.000000 Penalty: 5989.698242
	Iteration 30Q: 3 clusters Score -2.247752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -22477572.000000 Penalty: 5989.698242
	Iteration 31Q: 3 clusters Score -2.247757e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 173994 members 
Entering Unmasked Estep 
Score: -22477550.000000 Penalty: 5989.698242
	Iteration 32Q: 3 clusters Score -2.247755e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -22477574.000000 Penalty: 5989.698242
	Iteration 33Q: 3 clusters Score -2.247757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -22477594.000000 Penalty: 5989.698242
	Iteration 34Q: 3 clusters Score -2.247759e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -22477570.000000 Penalty: 5989.698242
	Iteration 35Q: 3 clusters Score -2.247757e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 174174 members 
Entering Unmasked Estep 
Score: -22477584.000000 Penalty: 5989.698242
	Iteration 36Q: 3 clusters Score -2.247758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -22477584.000000 Penalty: 5989.698242
	Iteration 37Q: 3 clusters Score -2.247758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -22477606.000000 Penalty: 5989.698242
	Iteration 38Q: 3 clusters Score -2.247761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -22477594.000000 Penalty: 5989.698242
	Iteration 39Q: 3 clusters Score -2.247759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -22477634.000000 Penalty: 5989.698242
	Iteration 40F: 3 clusters Score -2.247763e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 174332 members 
Entering Unmasked Estep 
Score: -22477664.000000 Penalty: 5989.698242
	Iteration 41Q: 3 clusters Score -2.247766e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -22477682.000000 Penalty: 5989.698242
	Iteration 42Q: 3 clusters Score -2.247768e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 174412 members 
Entering Unmasked Estep 
Score: -22477672.000000 Penalty: 5989.698242
	Iteration 43Q: 3 clusters Score -2.247767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -22477708.000000 Penalty: 5989.698242
	Iteration 44Q: 3 clusters Score -2.247771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 174476 members 
Entering Unmasked Estep 
Score: -22477738.000000 Penalty: 5989.698242
	Iteration 45Q: 3 clusters Score -2.247774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -22477748.000000 Penalty: 5989.698242
	Iteration 46Q: 3 clusters Score -2.247775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -22477750.000000 Penalty: 5989.698242
	Iteration 47Q: 3 clusters Score -2.247775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -22477778.000000 Penalty: 5989.698242
	Iteration 48Q: 3 clusters Score -2.247778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -22477782.000000 Penalty: 5989.698242
	Iteration 49Q: 3 clusters Score -2.247778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -22477768.000000 Penalty: 5989.698242
	Iteration 50Q: 3 clusters Score -2.247777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 174549 members 
Entering Unmasked Estep 
Score: -22477786.000000 Penalty: 5989.698242
	Iteration 51Q: 3 clusters Score -2.247779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 174556 members 
Entering Unmasked Estep 
Score: -22477784.000000 Penalty: 5989.698242
	Iteration 52Q: 3 clusters Score -2.247778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -22477778.000000 Penalty: 5989.698242
	Iteration 53Q: 3 clusters Score -2.247778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 174571 members 
Entering Unmasked Estep 
Score: -22477778.000000 Penalty: 5989.698242
	Iteration 54Q: 3 clusters Score -2.247778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -22477772.000000 Penalty: 5989.698242
	Iteration 55Q: 3 clusters Score -2.247777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 174585 members 
Entering Unmasked Estep 
Score: -22477780.000000 Penalty: 5989.698242
	Iteration 56Q: 3 clusters Score -2.247778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 174590 members 
Entering Unmasked Estep 
Score: -22477786.000000 Penalty: 5989.698242
	Iteration 57Q: 3 clusters Score -2.247779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -22477780.000000 Penalty: 5989.698242
	Iteration 58Q: 3 clusters Score -2.247778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 174600 members 
Entering Unmasked Estep 
Score: -22477788.000000 Penalty: 5989.698242
	Iteration 59Q: 3 clusters Score -2.247779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -22477806.000000 Penalty: 5989.698242
	Iteration 60F: 3 clusters Score -2.247781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -22477800.000000 Penalty: 5989.698242
	Iteration 61Q: 3 clusters Score -2.24778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -22477810.000000 Penalty: 5989.698242
	Iteration 62Q: 3 clusters Score -2.247781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -22477798.000000 Penalty: 5989.698242
	Iteration 63Q: 3 clusters Score -2.24778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -22477800.000000 Penalty: 5989.698242
	Iteration 64Q: 3 clusters Score -2.24778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 174634 members 
Entering Unmasked Estep 
Score: -22477800.000000 Penalty: 5989.698242
	Iteration 65Q: 3 clusters Score -2.24778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 174636 members 
Entering Unmasked Estep 
Score: -22477810.000000 Penalty: 5989.698242
	Iteration 66Q: 3 clusters Score -2.247781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -22477826.000000 Penalty: 5989.698242
	Iteration 67Q: 3 clusters Score -2.247783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -22477822.000000 Penalty: 5989.698242
	Iteration 68Q: 3 clusters Score -2.247782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -22477830.000000 Penalty: 5989.698242
	Iteration 69Q: 3 clusters Score -2.247783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -22477842.000000 Penalty: 5989.698242
	Iteration 70Q: 3 clusters Score -2.247784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -22477826.000000 Penalty: 5989.698242
	Iteration 71Q: 3 clusters Score -2.247783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -22477822.000000 Penalty: 5989.698242
	Iteration 72Q: 3 clusters Score -2.247782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -22477832.000000 Penalty: 5989.698242
	Iteration 73Q: 3 clusters Score -2.247783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -22477818.000000 Penalty: 5989.698242
	Iteration 74Q: 3 clusters Score -2.247782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -22477832.000000 Penalty: 5989.698242
	Iteration 75Q: 3 clusters Score -2.247783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -22477832.000000 Penalty: 5989.698242
	Iteration 76Q: 3 clusters Score -2.247783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -22477832.000000 Penalty: 5989.698242
	Iteration 77F: 3 clusters Score -2.247783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -73627.117188 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -73627.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72008.281250 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -72008.28 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72224.000000 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -72224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72285.507812 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -72285.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72309.429688 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -72309.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72321.359375 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -72321.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72329.984375 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -72329.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72332.593750 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -72332.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72338.578125 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -72338.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72339.601562 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -72339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72342.039062 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -72342.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72342.039062 Penalty: 3189.940186
	Iteration 10F: 3 clusters Score -72342.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45871.937500 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45871.94 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46279.906250 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46279.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46536.503906 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46536.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46784.914062 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46784.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46964.710938 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -46964.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47231.265625 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -47231.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47431.292969 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -47431.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47478.265625 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -47478.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47562.117188 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47562.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47568.390625 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47568.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47568.390625 Penalty: 3058.047119
	Iteration 10F: 3 clusters Score -47568.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 175607 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 38314 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45922 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196659 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 223 members 
Mstep: Class 18 contains 55395 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 22 contains 97257 members 
Mstep: Class 23 contains 15994 members 
Entering Unmasked Estep 
Score: -98284672.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98286288.000000 to -98284672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (38314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Entering Unmasked Estep 
Score: -4959337.500000 Penalty: 2617.285645
	Iteration 0F: 2 clusters Score -4959338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4933322.000000 Penalty: 5234.571289
	Iteration 0F: 3 clusters Score -4933322 nChanged 17550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4943260.000000 Penalty: 5234.571289
	Iteration 1F: 3 clusters Score -4943260 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4944250.000000 Penalty: 5234.571289
	Iteration 2F: 3 clusters Score -4944250 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4945629.000000 Penalty: 5234.571289
	Iteration 3F: 3 clusters Score -4945629 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4947651.500000 Penalty: 5234.571289
	Iteration 4F: 3 clusters Score -4947652 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -4950287.500000 Penalty: 5234.571289
	Iteration 5F: 3 clusters Score -4950288 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4953000.000000 Penalty: 5234.571289
	Iteration 6F: 3 clusters Score -4953000 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4954898.000000 Penalty: 5234.571289
	Iteration 7F: 3 clusters Score -4954898 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4955931.000000 Penalty: 5234.571289
	Iteration 8Q: 3 clusters Score -4955931 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4956505.000000 Penalty: 5234.571289
	Iteration 9Q: 3 clusters Score -4956505 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4956792.000000 Penalty: 5234.571289
	Iteration 10Q: 3 clusters Score -4956792 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4956939.000000 Penalty: 5234.571289
	Iteration 11Q: 3 clusters Score -4956939 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4957033.000000 Penalty: 5234.571289
	Iteration 12Q: 3 clusters Score -4957033 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -4957094.500000 Penalty: 5234.571289
	Iteration 13Q: 3 clusters Score -4957094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4957153.500000 Penalty: 5234.571289
	Iteration 14Q: 3 clusters Score -4957154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4957190.500000 Penalty: 5234.571289
	Iteration 15Q: 3 clusters Score -4957190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4957212.500000 Penalty: 5234.571289
	Iteration 16Q: 3 clusters Score -4957212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4957238.500000 Penalty: 5234.571289
	Iteration 17Q: 3 clusters Score -4957238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4957260.000000 Penalty: 5234.571289
	Iteration 18Q: 3 clusters Score -4957260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4957276.500000 Penalty: 5234.571289
	Iteration 19Q: 3 clusters Score -4957276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4957276.500000 Penalty: 5234.571289
	Iteration 20F: 3 clusters Score -4957276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -4957283.500000 Penalty: 5234.571289
	Iteration 21Q: 3 clusters Score -4957284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4957297.000000 Penalty: 5234.571289
	Iteration 22Q: 3 clusters Score -4957297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4957300.000000 Penalty: 5234.571289
	Iteration 23Q: 3 clusters Score -4957300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4957305.500000 Penalty: 5234.571289
	Iteration 24Q: 3 clusters Score -4957306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4957305.500000 Penalty: 5234.571289
	Iteration 25F: 3 clusters Score -4957306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -104414.828125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -104414.8 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 465 members 
Entering Unmasked Estep 
Score: -102597.234375 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -102597.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103303.468750 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -103303.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103749.718750 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103749.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103963.289062 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -103963.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104257.773438 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -104257.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104400.804688 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -104400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104417.164062 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -104417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104427.195312 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -104427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104431.226562 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -104431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104431.226562 Penalty: 3404.964355
	Iteration 9F: 3 clusters Score -104431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 175607 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38314 members 
Mstep: Class 6 contains 524 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45922 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196659 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 18 contains 55395 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 22 contains 97257 members 
Mstep: Class 23 contains 15994 members 
Entering Unmasked Estep 
Score: -98284648.000000 Penalty: 63939.507812
Splitting cluster 6 changes total score from -98286288.000000 to -98284648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (76859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Entering Unmasked Estep 
Score: -9619492.000000 Penalty: 2789.932617
	Iteration 0F: 2 clusters Score -9619492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -9567831.000000 Penalty: 5579.865234
	Iteration 0F: 3 clusters Score -9567831 nChanged 36215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -9588063.000000 Penalty: 5579.865234
	Iteration 1F: 3 clusters Score -9588063 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -9588606.000000 Penalty: 5579.865234
	Iteration 2Q: 3 clusters Score -9588606 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -9589011.000000 Penalty: 5579.865234
	Iteration 3Q: 3 clusters Score -9589011 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -9589374.000000 Penalty: 5579.865234
	Iteration 4Q: 3 clusters Score -9589374 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -9589691.000000 Penalty: 5579.865234
	Iteration 5Q: 3 clusters Score -9589691 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9590020.000000 Penalty: 5579.865234
	Iteration 6Q: 3 clusters Score -9590020 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -9590357.000000 Penalty: 5579.865234
	Iteration 7Q: 3 clusters Score -9590357 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -9590879.000000 Penalty: 5579.865234
	Iteration 8Q: 3 clusters Score -9590879 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -9591442.000000 Penalty: 5579.865234
	Iteration 9Q: 3 clusters Score -9591442 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -9592354.000000 Penalty: 5579.865234
	Iteration 10Q: 3 clusters Score -9592354 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -9593738.000000 Penalty: 5579.865234
	Iteration 11Q: 3 clusters Score -9593738 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -9595761.000000 Penalty: 5579.865234
	Iteration 12Q: 3 clusters Score -9595761 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -9598655.000000 Penalty: 5579.865234
	Iteration 13F: 3 clusters Score -9598655 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -9602417.000000 Penalty: 5579.865234
	Iteration 14F: 3 clusters Score -9602417 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -9606518.000000 Penalty: 5579.865234
	Iteration 15F: 3 clusters Score -9606518 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -9610283.000000 Penalty: 5579.865234
	Iteration 16F: 3 clusters Score -9610283 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -9613045.000000 Penalty: 5579.865234
	Iteration 17Q: 3 clusters Score -9613045 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9614825.000000 Penalty: 5579.865234
	Iteration 18Q: 3 clusters Score -9614825 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9615834.000000 Penalty: 5579.865234
	Iteration 19Q: 3 clusters Score -9615834 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9616372.000000 Penalty: 5579.865234
	Iteration 20F: 3 clusters Score -9616372 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9616658.000000 Penalty: 5579.865234
	Iteration 21Q: 3 clusters Score -9616658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9616796.000000 Penalty: 5579.865234
	Iteration 22Q: 3 clusters Score -9616796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9616890.000000 Penalty: 5579.865234
	Iteration 23Q: 3 clusters Score -9616890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9616942.000000 Penalty: 5579.865234
	Iteration 24Q: 3 clusters Score -9616942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9616990.000000 Penalty: 5579.865234
	Iteration 25Q: 3 clusters Score -9616990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9617029.000000 Penalty: 5579.865234
	Iteration 26Q: 3 clusters Score -9617029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9617045.000000 Penalty: 5579.865234
	Iteration 27Q: 3 clusters Score -9617045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9617065.000000 Penalty: 5579.865234
	Iteration 28Q: 3 clusters Score -9617065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9617077.000000 Penalty: 5579.865234
	Iteration 29Q: 3 clusters Score -9617077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9617082.000000 Penalty: 5579.865234
	Iteration 30Q: 3 clusters Score -9617082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9617094.000000 Penalty: 5579.865234
	Iteration 31Q: 3 clusters Score -9617094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9617088.000000 Penalty: 5579.865234
	Iteration 32Q: 3 clusters Score -9617088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9617103.000000 Penalty: 5579.865234
	Iteration 33Q: 3 clusters Score -9617103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9617105.000000 Penalty: 5579.865234
	Iteration 34Q: 3 clusters Score -9617105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9617103.000000 Penalty: 5579.865234
	Iteration 35Q: 3 clusters Score -9617103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9617109.000000 Penalty: 5579.865234
	Iteration 36Q: 3 clusters Score -9617109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9617117.000000 Penalty: 5579.865234
	Iteration 37Q: 3 clusters Score -9617117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9617109.000000 Penalty: 5579.865234
	Iteration 38Q: 3 clusters Score -9617109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9617112.000000 Penalty: 5579.865234
	Iteration 39Q: 3 clusters Score -9617112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9617110.000000 Penalty: 5579.865234
	Iteration 40F: 3 clusters Score -9617110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9617114.000000 Penalty: 5579.865234
	Iteration 41Q: 3 clusters Score -9617114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9617114.000000 Penalty: 5579.865234
	Iteration 42F: 3 clusters Score -9617114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -422539.718750 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -422539.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -419048.218750 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -419048.2 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -419788.968750 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -419789 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -419943.718750 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -419943.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -420042.125000 Penalty: 4030.459717
	Iteration 3Q: 3 clusters Score -420042.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -420111.781250 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -420111.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -420158.156250 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -420158.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -420186.593750 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -420186.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -420204.750000 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -420204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420213.562500 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -420213.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -420220.281250 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -420220.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -420226.562500 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -420226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -420230.218750 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -420230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420235.375000 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -420235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -420238.031250 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -420238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -420243.531250 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -420243.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -420247.125000 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -420247.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -420253.562500 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -420253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420259.062500 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -420259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -420261.437500 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -420261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -420264.156250 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -420264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -420264.750000 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -420264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -420265.218750 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -420265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420265.812500 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -420265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420266.437500 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -420266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -420268.406250 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -420268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -420271.500000 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -420271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -420275.250000 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -420275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -420277.281250 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -420277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -420278.781250 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -420278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -420280.250000 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -420280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -420280.500000 Penalty: 4030.459717
	Iteration 30Q: 3 clusters Score -420280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -420281.375000 Penalty: 4030.459717
	Iteration 31Q: 3 clusters Score -420281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -420282.406250 Penalty: 4030.459717
	Iteration 32Q: 3 clusters Score -420282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -420282.406250 Penalty: 4030.459717
	Iteration 33F: 3 clusters Score -420282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Entering Unmasked Estep 
Score: -938003.125000 Penalty: 2217.211182
	Iteration 0F: 2 clusters Score -938003.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -931857.750000 Penalty: 4434.422363
	Iteration 0F: 3 clusters Score -931857.8 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -933529.687500 Penalty: 4434.422363
	Iteration 1F: 3 clusters Score -933529.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -933985.312500 Penalty: 4434.422363
	Iteration 2F: 3 clusters Score -933985.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -934419.875000 Penalty: 4434.422363
	Iteration 3F: 3 clusters Score -934419.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -934827.750000 Penalty: 4434.422363
	Iteration 4F: 3 clusters Score -934827.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -935208.812500 Penalty: 4434.422363
	Iteration 5F: 3 clusters Score -935208.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -935551.375000 Penalty: 4434.422363
	Iteration 6F: 3 clusters Score -935551.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -935833.187500 Penalty: 4434.422363
	Iteration 7F: 3 clusters Score -935833.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -936046.187500 Penalty: 4434.422363
	Iteration 8Q: 3 clusters Score -936046.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -936220.250000 Penalty: 4434.422363
	Iteration 9Q: 3 clusters Score -936220.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -936337.437500 Penalty: 4434.422363
	Iteration 10Q: 3 clusters Score -936337.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -936409.000000 Penalty: 4434.422363
	Iteration 11Q: 3 clusters Score -936409 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -936470.062500 Penalty: 4434.422363
	Iteration 12Q: 3 clusters Score -936470.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -936521.562500 Penalty: 4434.422363
	Iteration 13Q: 3 clusters Score -936521.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -936564.312500 Penalty: 4434.422363
	Iteration 14Q: 3 clusters Score -936564.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -936614.125000 Penalty: 4434.422363
	Iteration 15Q: 3 clusters Score -936614.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -936653.750000 Penalty: 4434.422363
	Iteration 16Q: 3 clusters Score -936653.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -936686.500000 Penalty: 4434.422363
	Iteration 17Q: 3 clusters Score -936686.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -936716.687500 Penalty: 4434.422363
	Iteration 18Q: 3 clusters Score -936716.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -936753.062500 Penalty: 4434.422363
	Iteration 19Q: 3 clusters Score -936753.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -936774.500000 Penalty: 4434.422363
	Iteration 20F: 3 clusters Score -936774.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -936789.250000 Penalty: 4434.422363
	Iteration 21Q: 3 clusters Score -936789.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -936801.875000 Penalty: 4434.422363
	Iteration 22Q: 3 clusters Score -936801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -936807.812500 Penalty: 4434.422363
	Iteration 23Q: 3 clusters Score -936807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -936812.437500 Penalty: 4434.422363
	Iteration 24Q: 3 clusters Score -936812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -936816.312500 Penalty: 4434.422363
	Iteration 25Q: 3 clusters Score -936816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -936816.875000 Penalty: 4434.422363
	Iteration 26Q: 3 clusters Score -936816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -936817.625000 Penalty: 4434.422363
	Iteration 27Q: 3 clusters Score -936817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -936818.375000 Penalty: 4434.422363
	Iteration 28Q: 3 clusters Score -936818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -936817.125000 Penalty: 4434.422363
	Iteration 29Q: 3 clusters Score -936817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -936817.125000 Penalty: 4434.422363
	Iteration 30F: 3 clusters Score -936817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -41122.699219 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -41122.7 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 198 members 
Entering Unmasked Estep 
Score: -39858.535156 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -39858.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40116.496094 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -40116.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40198.726562 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -40198.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40236.746094 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -40236.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40261.804688 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -40261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40285.062500 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -40285.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40316.140625 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -40316.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40356.437500 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -40356.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40400.980469 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -40400.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40415.761719 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -40415.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40427.578125 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -40427.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40430.027344 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -40430.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40438.101562 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -40438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40438.101562 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -40438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Entering Unmasked Estep 
Score: -5951220.500000 Penalty: 2662.205322
	Iteration 0F: 2 clusters Score -5951220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5920262.000000 Penalty: 5324.410645
	Iteration 0F: 3 clusters Score -5920262 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5931928.000000 Penalty: 5324.410645
	Iteration 1F: 3 clusters Score -5931928 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -5932581.500000 Penalty: 5324.410645
	Iteration 2Q: 3 clusters Score -5932582 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5933331.000000 Penalty: 5324.410645
	Iteration 3Q: 3 clusters Score -5933331 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -5934277.000000 Penalty: 5324.410645
	Iteration 4Q: 3 clusters Score -5934277 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -5935690.000000 Penalty: 5324.410645
	Iteration 5F: 3 clusters Score -5935690 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5937754.500000 Penalty: 5324.410645
	Iteration 6F: 3 clusters Score -5937754 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -5940406.000000 Penalty: 5324.410645
	Iteration 7F: 3 clusters Score -5940406 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -5943255.500000 Penalty: 5324.410645
	Iteration 8F: 3 clusters Score -5943256 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -5945359.500000 Penalty: 5324.410645
	Iteration 9Q: 3 clusters Score -5945360 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5946585.500000 Penalty: 5324.410645
	Iteration 10Q: 3 clusters Score -5946586 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5947127.000000 Penalty: 5324.410645
	Iteration 11Q: 3 clusters Score -5947127 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -5947394.000000 Penalty: 5324.410645
	Iteration 12Q: 3 clusters Score -5947394 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5947615.500000 Penalty: 5324.410645
	Iteration 13Q: 3 clusters Score -5947616 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -5947785.000000 Penalty: 5324.410645
	Iteration 14Q: 3 clusters Score -5947785 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5947907.500000 Penalty: 5324.410645
	Iteration 15Q: 3 clusters Score -5947908 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5948017.000000 Penalty: 5324.410645
	Iteration 16Q: 3 clusters Score -5948017 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5948066.500000 Penalty: 5324.410645
	Iteration 17Q: 3 clusters Score -5948066 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5948133.500000 Penalty: 5324.410645
	Iteration 18Q: 3 clusters Score -5948134 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5948202.500000 Penalty: 5324.410645
	Iteration 19Q: 3 clusters Score -5948202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5948244.000000 Penalty: 5324.410645
	Iteration 20F: 3 clusters Score -5948244 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5948340.500000 Penalty: 5324.410645
	Iteration 21Q: 3 clusters Score -5948340 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5948418.500000 Penalty: 5324.410645
	Iteration 22Q: 3 clusters Score -5948418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5948495.000000 Penalty: 5324.410645
	Iteration 23Q: 3 clusters Score -5948495 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5948533.500000 Penalty: 5324.410645
	Iteration 24Q: 3 clusters Score -5948534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5948598.000000 Penalty: 5324.410645
	Iteration 25Q: 3 clusters Score -5948598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5948623.500000 Penalty: 5324.410645
	Iteration 26Q: 3 clusters Score -5948624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5948671.000000 Penalty: 5324.410645
	Iteration 27Q: 3 clusters Score -5948671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5948712.000000 Penalty: 5324.410645
	Iteration 28Q: 3 clusters Score -5948712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5948728.500000 Penalty: 5324.410645
	Iteration 29Q: 3 clusters Score -5948728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5948752.500000 Penalty: 5324.410645
	Iteration 30Q: 3 clusters Score -5948752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5948762.500000 Penalty: 5324.410645
	Iteration 31Q: 3 clusters Score -5948762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5948787.000000 Penalty: 5324.410645
	Iteration 32Q: 3 clusters Score -5948787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5948802.500000 Penalty: 5324.410645
	Iteration 33Q: 3 clusters Score -5948802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5948824.000000 Penalty: 5324.410645
	Iteration 34Q: 3 clusters Score -5948824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5948848.000000 Penalty: 5324.410645
	Iteration 35Q: 3 clusters Score -5948848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5948855.000000 Penalty: 5324.410645
	Iteration 36Q: 3 clusters Score -5948855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5948869.500000 Penalty: 5324.410645
	Iteration 37Q: 3 clusters Score -5948870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5948874.000000 Penalty: 5324.410645
	Iteration 38Q: 3 clusters Score -5948874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5948887.500000 Penalty: 5324.410645
	Iteration 39Q: 3 clusters Score -5948888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5948895.000000 Penalty: 5324.410645
	Iteration 40F: 3 clusters Score -5948895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5948890.500000 Penalty: 5324.410645
	Iteration 41Q: 3 clusters Score -5948890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5948892.500000 Penalty: 5324.410645
	Iteration 42Q: 3 clusters Score -5948892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5948899.500000 Penalty: 5324.410645
	Iteration 43Q: 3 clusters Score -5948900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5948905.500000 Penalty: 5324.410645
	Iteration 44Q: 3 clusters Score -5948906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5948900.500000 Penalty: 5324.410645
	Iteration 45Q: 3 clusters Score -5948900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5948903.500000 Penalty: 5324.410645
	Iteration 46Q: 3 clusters Score -5948904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5948905.000000 Penalty: 5324.410645
	Iteration 47Q: 3 clusters Score -5948905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5948905.500000 Penalty: 5324.410645
	Iteration 48Q: 3 clusters Score -5948906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5948905.000000 Penalty: 5324.410645
	Iteration 49Q: 3 clusters Score -5948905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5948906.000000 Penalty: 5324.410645
	Iteration 50Q: 3 clusters Score -5948906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5948916.500000 Penalty: 5324.410645
	Iteration 51Q: 3 clusters Score -5948916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5948922.000000 Penalty: 5324.410645
	Iteration 52Q: 3 clusters Score -5948922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5948922.500000 Penalty: 5324.410645
	Iteration 53Q: 3 clusters Score -5948922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5948934.500000 Penalty: 5324.410645
	Iteration 54Q: 3 clusters Score -5948934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5948951.500000 Penalty: 5324.410645
	Iteration 55Q: 3 clusters Score -5948952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5948957.500000 Penalty: 5324.410645
	Iteration 56Q: 3 clusters Score -5948958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5948965.500000 Penalty: 5324.410645
	Iteration 57Q: 3 clusters Score -5948966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5948972.500000 Penalty: 5324.410645
	Iteration 58Q: 3 clusters Score -5948972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5948982.000000 Penalty: 5324.410645
	Iteration 59Q: 3 clusters Score -5948982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5948976.500000 Penalty: 5324.410645
	Iteration 60F: 3 clusters Score -5948976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5948982.000000 Penalty: 5324.410645
	Iteration 61Q: 3 clusters Score -5948982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5948994.000000 Penalty: 5324.410645
	Iteration 62Q: 3 clusters Score -5948994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5948997.500000 Penalty: 5324.410645
	Iteration 63Q: 3 clusters Score -5948998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5949001.000000 Penalty: 5324.410645
	Iteration 64Q: 3 clusters Score -5949001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5948995.500000 Penalty: 5324.410645
	Iteration 65Q: 3 clusters Score -5948996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5948995.500000 Penalty: 5324.410645
	Iteration 66F: 3 clusters Score -5948996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66604.726562 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66604.73 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66905.359375 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66905.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67092.695312 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67092.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67244.468750 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -67244.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67429.000000 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67563.304688 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67563.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67694.671875 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67694.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67923.812500 Penalty: 3191.535156
	Iteration 7F: 3 clusters Score -67923.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68395.804688 Penalty: 3191.535156
	Iteration 8F: 3 clusters Score -68395.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68746.648438 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68746.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68828.289062 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68828.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68893.968750 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68893.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69024.601562 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -69024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69189.156250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -69189.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69189.156250 Penalty: 3191.535156
	Iteration 14F: 3 clusters Score -69189.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 175607 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38314 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45922 members 
Mstep: Class 12 contains 295 members 
Mstep: Class 13 contains 196659 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 18 contains 55395 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 22 contains 97257 members 
Mstep: Class 23 contains 15994 members 
Entering Unmasked Estep 
Score: -98285496.000000 Penalty: 63939.507812
Splitting cluster 12 changes total score from -98286288.000000 to -98285496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (196659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196659 members 
Entering Unmasked Estep 
Score: -25170728.000000 Penalty: 3022.927979
	Iteration 0F: 2 clusters Score -2.517073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -25044088.000000 Penalty: 6045.855957
	Iteration 0F: 3 clusters Score -2.504409e+07 nChanged 94694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102183 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -25099664.000000 Penalty: 6045.855957
	Iteration 1F: 3 clusters Score -2.509966e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -25100572.000000 Penalty: 6045.855957
	Iteration 2Q: 3 clusters Score -2.510057e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -25101910.000000 Penalty: 6045.855957
	Iteration 3Q: 3 clusters Score -2.510191e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -25104468.000000 Penalty: 6045.855957
	Iteration 4Q: 3 clusters Score -2.510447e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -25109212.000000 Penalty: 6045.855957
	Iteration 5Q: 3 clusters Score -2.510921e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -25118590.000000 Penalty: 6045.855957
	Iteration 6F: 3 clusters Score -2.511859e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -25133194.000000 Penalty: 6045.855957
	Iteration 7F: 3 clusters Score -2.513319e+07 nChanged 17450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172147 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -25149306.000000 Penalty: 6045.855957
	Iteration 8F: 3 clusters Score -2.514931e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -25160262.000000 Penalty: 6045.855957
	Iteration 9F: 3 clusters Score -2.516026e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192307 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -25165112.000000 Penalty: 6045.855957
	Iteration 10Q: 3 clusters Score -2.516511e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195063 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -25166898.000000 Penalty: 6045.855957
	Iteration 11Q: 3 clusters Score -2.51669e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195966 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -25167528.000000 Penalty: 6045.855957
	Iteration 12Q: 3 clusters Score -2.516753e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196254 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -25167816.000000 Penalty: 6045.855957
	Iteration 13Q: 3 clusters Score -2.516782e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25167946.000000 Penalty: 6045.855957
	Iteration 14Q: 3 clusters Score -2.516795e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196365 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25167994.000000 Penalty: 6045.855957
	Iteration 15Q: 3 clusters Score -2.516799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25168018.000000 Penalty: 6045.855957
	Iteration 16Q: 3 clusters Score -2.516802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25168038.000000 Penalty: 6045.855957
	Iteration 17Q: 3 clusters Score -2.516804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25168036.000000 Penalty: 6045.855957
	Iteration 18Q: 3 clusters Score -2.516804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196376 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25168042.000000 Penalty: 6045.855957
	Iteration 19Q: 3 clusters Score -2.516804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25168058.000000 Penalty: 6045.855957
	Iteration 20F: 3 clusters Score -2.516806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25168044.000000 Penalty: 6045.855957
	Iteration 21Q: 3 clusters Score -2.516804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25168062.000000 Penalty: 6045.855957
	Iteration 22Q: 3 clusters Score -2.516806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25168064.000000 Penalty: 6045.855957
	Iteration 23Q: 3 clusters Score -2.516806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25168068.000000 Penalty: 6045.855957
	Iteration 24Q: 3 clusters Score -2.516807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25168082.000000 Penalty: 6045.855957
	Iteration 25Q: 3 clusters Score -2.516808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25168066.000000 Penalty: 6045.855957
	Iteration 26Q: 3 clusters Score -2.516807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25168076.000000 Penalty: 6045.855957
	Iteration 27Q: 3 clusters Score -2.516808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196384 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25168086.000000 Penalty: 6045.855957
	Iteration 28Q: 3 clusters Score -2.516809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25168082.000000 Penalty: 6045.855957
	Iteration 29Q: 3 clusters Score -2.516808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25168100.000000 Penalty: 6045.855957
	Iteration 30Q: 3 clusters Score -2.51681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25168092.000000 Penalty: 6045.855957
	Iteration 31Q: 3 clusters Score -2.516809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25168096.000000 Penalty: 6045.855957
	Iteration 32Q: 3 clusters Score -2.51681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25168094.000000 Penalty: 6045.855957
	Iteration 33Q: 3 clusters Score -2.516809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25168086.000000 Penalty: 6045.855957
	Iteration 34Q: 3 clusters Score -2.516809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196388 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25168086.000000 Penalty: 6045.855957
	Iteration 35Q: 3 clusters Score -2.516809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25168102.000000 Penalty: 6045.855957
	Iteration 36Q: 3 clusters Score -2.51681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25168114.000000 Penalty: 6045.855957
	Iteration 37Q: 3 clusters Score -2.516811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25168124.000000 Penalty: 6045.855957
	Iteration 38Q: 3 clusters Score -2.516812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25168126.000000 Penalty: 6045.855957
	Iteration 39Q: 3 clusters Score -2.516813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25168126.000000 Penalty: 6045.855957
	Iteration 40F: 3 clusters Score -2.516813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75193.375000 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75193.38 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75501.820312 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75501.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75648.031250 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75648.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75798.281250 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -75798.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75933.570312 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -75933.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76025.023438 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -76025.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76122.984375 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76122.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76227.921875 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76227.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -76276.804688 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76317.984375 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -76317.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -76369.015625 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -76369.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76384.617188 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76384.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76389.492188 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76389.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -76389.492188 Penalty: 3250.750977
	Iteration 13F: 3 clusters Score -76389.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Entering Unmasked Estep 
Score: -7141649.000000 Penalty: 2708.716797
	Iteration 0F: 2 clusters Score -7141649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -7104412.000000 Penalty: 5417.433594
	Iteration 0F: 3 clusters Score -7104412 nChanged 25677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -7118869.500000 Penalty: 5417.433594
	Iteration 1F: 3 clusters Score -7118870 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -7119413.000000 Penalty: 5417.433594
	Iteration 2Q: 3 clusters Score -7119413 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -7119947.500000 Penalty: 5417.433594
	Iteration 3Q: 3 clusters Score -7119948 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -7120441.500000 Penalty: 5417.433594
	Iteration 4Q: 3 clusters Score -7120442 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -7121022.500000 Penalty: 5417.433594
	Iteration 5Q: 3 clusters Score -7121022 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -7121693.500000 Penalty: 5417.433594
	Iteration 6Q: 3 clusters Score -7121694 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -7122561.500000 Penalty: 5417.433594
	Iteration 7Q: 3 clusters Score -7122562 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -7123683.500000 Penalty: 5417.433594
	Iteration 8Q: 3 clusters Score -7123684 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7125259.500000 Penalty: 5417.433594
	Iteration 9Q: 3 clusters Score -7125260 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -7127292.500000 Penalty: 5417.433594
	Iteration 10F: 3 clusters Score -7127292 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -7129062.000000 Penalty: 5417.433594
	Iteration 11F: 3 clusters Score -7129062 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -7130199.000000 Penalty: 5417.433594
	Iteration 12Q: 3 clusters Score -7130199 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -7130720.500000 Penalty: 5417.433594
	Iteration 13Q: 3 clusters Score -7130720 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -7131000.500000 Penalty: 5417.433594
	Iteration 14Q: 3 clusters Score -7131000 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -7131164.500000 Penalty: 5417.433594
	Iteration 15Q: 3 clusters Score -7131164 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -7131261.000000 Penalty: 5417.433594
	Iteration 16Q: 3 clusters Score -7131261 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -7131371.000000 Penalty: 5417.433594
	Iteration 17Q: 3 clusters Score -7131371 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -7131460.000000 Penalty: 5417.433594
	Iteration 18Q: 3 clusters Score -7131460 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -7131553.500000 Penalty: 5417.433594
	Iteration 19Q: 3 clusters Score -7131554 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7131658.000000 Penalty: 5417.433594
	Iteration 20F: 3 clusters Score -7131658 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -7131748.000000 Penalty: 5417.433594
	Iteration 21Q: 3 clusters Score -7131748 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -7131840.000000 Penalty: 5417.433594
	Iteration 22Q: 3 clusters Score -7131840 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -7131906.500000 Penalty: 5417.433594
	Iteration 23Q: 3 clusters Score -7131906 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7131946.000000 Penalty: 5417.433594
	Iteration 24Q: 3 clusters Score -7131946 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7132009.500000 Penalty: 5417.433594
	Iteration 25Q: 3 clusters Score -7132010 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -7132040.500000 Penalty: 5417.433594
	Iteration 26Q: 3 clusters Score -7132040 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -7132100.500000 Penalty: 5417.433594
	Iteration 27Q: 3 clusters Score -7132100 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -7132141.500000 Penalty: 5417.433594
	Iteration 28Q: 3 clusters Score -7132142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -7132202.000000 Penalty: 5417.433594
	Iteration 29Q: 3 clusters Score -7132202 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -7132247.000000 Penalty: 5417.433594
	Iteration 30Q: 3 clusters Score -7132247 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -7132293.500000 Penalty: 5417.433594
	Iteration 31Q: 3 clusters Score -7132294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -7132322.000000 Penalty: 5417.433594
	Iteration 32Q: 3 clusters Score -7132322 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7132372.000000 Penalty: 5417.433594
	Iteration 33Q: 3 clusters Score -7132372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -7132430.500000 Penalty: 5417.433594
	Iteration 34Q: 3 clusters Score -7132430 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -7132501.500000 Penalty: 5417.433594
	Iteration 35Q: 3 clusters Score -7132502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -7132584.500000 Penalty: 5417.433594
	Iteration 36Q: 3 clusters Score -7132584 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -7132639.000000 Penalty: 5417.433594
	Iteration 37Q: 3 clusters Score -7132639 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -7132723.500000 Penalty: 5417.433594
	Iteration 38Q: 3 clusters Score -7132724 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -7132744.000000 Penalty: 5417.433594
	Iteration 39Q: 3 clusters Score -7132744 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7132791.000000 Penalty: 5417.433594
	Iteration 40F: 3 clusters Score -7132791 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -7132842.000000 Penalty: 5417.433594
	Iteration 41Q: 3 clusters Score -7132842 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -7132879.500000 Penalty: 5417.433594
	Iteration 42Q: 3 clusters Score -7132880 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -7132936.500000 Penalty: 5417.433594
	Iteration 43Q: 3 clusters Score -7132936 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7132952.500000 Penalty: 5417.433594
	Iteration 44Q: 3 clusters Score -7132952 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -7133030.500000 Penalty: 5417.433594
	Iteration 45Q: 3 clusters Score -7133030 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -7133085.000000 Penalty: 5417.433594
	Iteration 46Q: 3 clusters Score -7133085 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7133155.000000 Penalty: 5417.433594
	Iteration 47Q: 3 clusters Score -7133155 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7133221.000000 Penalty: 5417.433594
	Iteration 48Q: 3 clusters Score -7133221 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7133292.000000 Penalty: 5417.433594
	Iteration 49Q: 3 clusters Score -7133292 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7133396.000000 Penalty: 5417.433594
	Iteration 50Q: 3 clusters Score -7133396 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7133464.000000 Penalty: 5417.433594
	Iteration 51Q: 3 clusters Score -7133464 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -7133568.500000 Penalty: 5417.433594
	Iteration 52Q: 3 clusters Score -7133568 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -7133651.500000 Penalty: 5417.433594
	Iteration 53Q: 3 clusters Score -7133652 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7133795.500000 Penalty: 5417.433594
	Iteration 54Q: 3 clusters Score -7133796 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -7133915.000000 Penalty: 5417.433594
	Iteration 55Q: 3 clusters Score -7133915 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -7134095.000000 Penalty: 5417.433594
	Iteration 56Q: 3 clusters Score -7134095 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -7134282.000000 Penalty: 5417.433594
	Iteration 57Q: 3 clusters Score -7134282 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -7134488.000000 Penalty: 5417.433594
	Iteration 58Q: 3 clusters Score -7134488 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -7134740.500000 Penalty: 5417.433594
	Iteration 59Q: 3 clusters Score -7134740 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -7134983.500000 Penalty: 5417.433594
	Iteration 60F: 3 clusters Score -7134984 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -7135299.500000 Penalty: 5417.433594
	Iteration 61Q: 3 clusters Score -7135300 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -7135674.500000 Penalty: 5417.433594
	Iteration 62Q: 3 clusters Score -7135674 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -7136087.500000 Penalty: 5417.433594
	Iteration 63Q: 3 clusters Score -7136088 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -7136476.000000 Penalty: 5417.433594
	Iteration 64Q: 3 clusters Score -7136476 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -7136839.500000 Penalty: 5417.433594
	Iteration 65Q: 3 clusters Score -7136840 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -7137199.000000 Penalty: 5417.433594
	Iteration 66Q: 3 clusters Score -7137199 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -7137567.000000 Penalty: 5417.433594
	Iteration 67Q: 3 clusters Score -7137567 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -7137925.000000 Penalty: 5417.433594
	Iteration 68Q: 3 clusters Score -7137925 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7138242.500000 Penalty: 5417.433594
	Iteration 69Q: 3 clusters Score -7138242 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -7138498.500000 Penalty: 5417.433594
	Iteration 70Q: 3 clusters Score -7138498 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -7138667.000000 Penalty: 5417.433594
	Iteration 71Q: 3 clusters Score -7138667 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -7138808.500000 Penalty: 5417.433594
	Iteration 72Q: 3 clusters Score -7138808 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7138927.500000 Penalty: 5417.433594
	Iteration 73Q: 3 clusters Score -7138928 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -7139013.500000 Penalty: 5417.433594
	Iteration 74Q: 3 clusters Score -7139014 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -7139071.000000 Penalty: 5417.433594
	Iteration 75Q: 3 clusters Score -7139071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -7139106.500000 Penalty: 5417.433594
	Iteration 76Q: 3 clusters Score -7139106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7139160.500000 Penalty: 5417.433594
	Iteration 77Q: 3 clusters Score -7139160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -7139196.000000 Penalty: 5417.433594
	Iteration 78Q: 3 clusters Score -7139196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -7139213.000000 Penalty: 5417.433594
	Iteration 79Q: 3 clusters Score -7139213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -7139233.500000 Penalty: 5417.433594
	Iteration 80F: 3 clusters Score -7139234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -7139252.000000 Penalty: 5417.433594
	Iteration 81Q: 3 clusters Score -7139252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -7139264.500000 Penalty: 5417.433594
	Iteration 82Q: 3 clusters Score -7139264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -7139282.000000 Penalty: 5417.433594
	Iteration 83Q: 3 clusters Score -7139282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -7139281.500000 Penalty: 5417.433594
	Iteration 84Q: 3 clusters Score -7139282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -7139287.000000 Penalty: 5417.433594
	Iteration 85Q: 3 clusters Score -7139287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -7139288.000000 Penalty: 5417.433594
	Iteration 86Q: 3 clusters Score -7139288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -7139296.500000 Penalty: 5417.433594
	Iteration 87Q: 3 clusters Score -7139296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -7139296.500000 Penalty: 5417.433594
	Iteration 88Q: 3 clusters Score -7139296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -7139293.500000 Penalty: 5417.433594
	Iteration 89Q: 3 clusters Score -7139294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -7139291.500000 Penalty: 5417.433594
	Iteration 90Q: 3 clusters Score -7139292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -7139294.000000 Penalty: 5417.433594
	Iteration 91Q: 3 clusters Score -7139294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7139289.500000 Penalty: 5417.433594
	Iteration 92Q: 3 clusters Score -7139290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7139296.000000 Penalty: 5417.433594
	Iteration 93Q: 3 clusters Score -7139296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -7139298.000000 Penalty: 5417.433594
	Iteration 94Q: 3 clusters Score -7139298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -7139301.500000 Penalty: 5417.433594
	Iteration 95Q: 3 clusters Score -7139302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -7139304.000000 Penalty: 5417.433594
	Iteration 96Q: 3 clusters Score -7139304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -7139304.000000 Penalty: 5417.433594
	Iteration 97F: 3 clusters Score -7139304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -1419674.750000 Penalty: 2323.609619
	Iteration 0F: 2 clusters Score -1419675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1410997.500000 Penalty: 4647.219238
	Iteration 0F: 3 clusters Score -1410998 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1413662.500000 Penalty: 4647.219238
	Iteration 1F: 3 clusters Score -1413662 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1413975.250000 Penalty: 4647.219238
	Iteration 2F: 3 clusters Score -1413975 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1414221.375000 Penalty: 4647.219238
	Iteration 3Q: 3 clusters Score -1414221 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1414433.875000 Penalty: 4647.219238
	Iteration 4Q: 3 clusters Score -1414434 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1414608.750000 Penalty: 4647.219238
	Iteration 5Q: 3 clusters Score -1414609 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1414790.875000 Penalty: 4647.219238
	Iteration 6Q: 3 clusters Score -1414791 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1415004.750000 Penalty: 4647.219238
	Iteration 7Q: 3 clusters Score -1415005 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1415216.125000 Penalty: 4647.219238
	Iteration 8Q: 3 clusters Score -1415216 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1415426.625000 Penalty: 4647.219238
	Iteration 9Q: 3 clusters Score -1415427 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1415659.750000 Penalty: 4647.219238
	Iteration 10Q: 3 clusters Score -1415660 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1415903.875000 Penalty: 4647.219238
	Iteration 11Q: 3 clusters Score -1415904 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1416146.125000 Penalty: 4647.219238
	Iteration 12Q: 3 clusters Score -1416146 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1416368.250000 Penalty: 4647.219238
	Iteration 13Q: 3 clusters Score -1416368 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1416542.375000 Penalty: 4647.219238
	Iteration 14Q: 3 clusters Score -1416542 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1416698.625000 Penalty: 4647.219238
	Iteration 15Q: 3 clusters Score -1416699 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1416834.125000 Penalty: 4647.219238
	Iteration 16Q: 3 clusters Score -1416834 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1416961.625000 Penalty: 4647.219238
	Iteration 17Q: 3 clusters Score -1416962 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1417088.500000 Penalty: 4647.219238
	Iteration 18Q: 3 clusters Score -1417088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1417185.250000 Penalty: 4647.219238
	Iteration 19Q: 3 clusters Score -1417185 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1417287.375000 Penalty: 4647.219238
	Iteration 20F: 3 clusters Score -1417287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1417367.750000 Penalty: 4647.219238
	Iteration 21Q: 3 clusters Score -1417368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1417422.000000 Penalty: 4647.219238
	Iteration 22Q: 3 clusters Score -1417422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1417464.250000 Penalty: 4647.219238
	Iteration 23Q: 3 clusters Score -1417464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1417507.000000 Penalty: 4647.219238
	Iteration 24Q: 3 clusters Score -1417507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1417528.625000 Penalty: 4647.219238
	Iteration 25Q: 3 clusters Score -1417529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1417551.750000 Penalty: 4647.219238
	Iteration 26Q: 3 clusters Score -1417552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1417574.625000 Penalty: 4647.219238
	Iteration 27Q: 3 clusters Score -1417575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1417597.250000 Penalty: 4647.219238
	Iteration 28Q: 3 clusters Score -1417597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1417613.125000 Penalty: 4647.219238
	Iteration 29Q: 3 clusters Score -1417613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1417624.125000 Penalty: 4647.219238
	Iteration 30Q: 3 clusters Score -1417624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1417635.875000 Penalty: 4647.219238
	Iteration 31Q: 3 clusters Score -1417636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1417643.250000 Penalty: 4647.219238
	Iteration 32Q: 3 clusters Score -1417643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1417648.625000 Penalty: 4647.219238
	Iteration 33Q: 3 clusters Score -1417649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1417661.000000 Penalty: 4647.219238
	Iteration 34Q: 3 clusters Score -1417661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1417665.875000 Penalty: 4647.219238
	Iteration 35Q: 3 clusters Score -1417666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1417670.125000 Penalty: 4647.219238
	Iteration 36Q: 3 clusters Score -1417670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1417674.375000 Penalty: 4647.219238
	Iteration 37Q: 3 clusters Score -1417674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1417677.875000 Penalty: 4647.219238
	Iteration 38Q: 3 clusters Score -1417678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1417682.875000 Penalty: 4647.219238
	Iteration 39Q: 3 clusters Score -1417683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1417690.875000 Penalty: 4647.219238
	Iteration 40F: 3 clusters Score -1417691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1417700.625000 Penalty: 4647.219238
	Iteration 41Q: 3 clusters Score -1417701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1417711.000000 Penalty: 4647.219238
	Iteration 42Q: 3 clusters Score -1417711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1417721.250000 Penalty: 4647.219238
	Iteration 43Q: 3 clusters Score -1417721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1417730.625000 Penalty: 4647.219238
	Iteration 44Q: 3 clusters Score -1417731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1417743.125000 Penalty: 4647.219238
	Iteration 45Q: 3 clusters Score -1417743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1417755.750000 Penalty: 4647.219238
	Iteration 46Q: 3 clusters Score -1417756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1417766.250000 Penalty: 4647.219238
	Iteration 47Q: 3 clusters Score -1417766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1417775.250000 Penalty: 4647.219238
	Iteration 48Q: 3 clusters Score -1417775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1417785.375000 Penalty: 4647.219238
	Iteration 49Q: 3 clusters Score -1417785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1417789.500000 Penalty: 4647.219238
	Iteration 50Q: 3 clusters Score -1417790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1417792.500000 Penalty: 4647.219238
	Iteration 51Q: 3 clusters Score -1417792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1417796.875000 Penalty: 4647.219238
	Iteration 52Q: 3 clusters Score -1417797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1417805.250000 Penalty: 4647.219238
	Iteration 53Q: 3 clusters Score -1417805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1417807.750000 Penalty: 4647.219238
	Iteration 54Q: 3 clusters Score -1417808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1417812.375000 Penalty: 4647.219238
	Iteration 55Q: 3 clusters Score -1417812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1417815.375000 Penalty: 4647.219238
	Iteration 56Q: 3 clusters Score -1417815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1417821.250000 Penalty: 4647.219238
	Iteration 57Q: 3 clusters Score -1417821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1417820.500000 Penalty: 4647.219238
	Iteration 58Q: 3 clusters Score -1417820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1417820.500000 Penalty: 4647.219238
	Iteration 59F: 3 clusters Score -1417820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Entering Unmasked Estep 
Score: -12464269.000000 Penalty: 2848.307861
	Iteration 0F: 2 clusters Score -1.246427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -12399154.000000 Penalty: 5696.615723
	Iteration 0F: 3 clusters Score -1.239915e+07 nChanged 45910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -12425862.000000 Penalty: 5696.615723
	Iteration 1F: 3 clusters Score -1.242586e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -12426509.000000 Penalty: 5696.615723
	Iteration 2Q: 3 clusters Score -1.242651e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -12427197.000000 Penalty: 5696.615723
	Iteration 3Q: 3 clusters Score -1.24272e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -12427837.000000 Penalty: 5696.615723
	Iteration 4Q: 3 clusters Score -1.242784e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -12428549.000000 Penalty: 5696.615723
	Iteration 5Q: 3 clusters Score -1.242855e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -12429224.000000 Penalty: 5696.615723
	Iteration 6Q: 3 clusters Score -1.242922e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -12430013.000000 Penalty: 5696.615723
	Iteration 7Q: 3 clusters Score -1.243001e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -12431110.000000 Penalty: 5696.615723
	Iteration 8Q: 3 clusters Score -1.243111e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -12432654.000000 Penalty: 5696.615723
	Iteration 9Q: 3 clusters Score -1.243265e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -12435202.000000 Penalty: 5696.615723
	Iteration 10Q: 3 clusters Score -1.24352e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -12439067.000000 Penalty: 5696.615723
	Iteration 11F: 3 clusters Score -1.243907e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -12444497.000000 Penalty: 5696.615723
	Iteration 12F: 3 clusters Score -1.24445e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -12449754.000000 Penalty: 5696.615723
	Iteration 13F: 3 clusters Score -1.244975e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -12453286.000000 Penalty: 5696.615723
	Iteration 14Q: 3 clusters Score -1.245329e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -12455159.000000 Penalty: 5696.615723
	Iteration 15Q: 3 clusters Score -1.245516e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -12456442.000000 Penalty: 5696.615723
	Iteration 16Q: 3 clusters Score -1.245644e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -12457467.000000 Penalty: 5696.615723
	Iteration 17Q: 3 clusters Score -1.245747e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -12458270.000000 Penalty: 5696.615723
	Iteration 18Q: 3 clusters Score -1.245827e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -12458946.000000 Penalty: 5696.615723
	Iteration 19Q: 3 clusters Score -1.245895e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -12459535.000000 Penalty: 5696.615723
	Iteration 20F: 3 clusters Score -1.245954e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -12459982.000000 Penalty: 5696.615723
	Iteration 21Q: 3 clusters Score -1.245998e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -12460424.000000 Penalty: 5696.615723
	Iteration 22Q: 3 clusters Score -1.246042e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -12460716.000000 Penalty: 5696.615723
	Iteration 23Q: 3 clusters Score -1.246072e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -12460949.000000 Penalty: 5696.615723
	Iteration 24Q: 3 clusters Score -1.246095e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -12461064.000000 Penalty: 5696.615723
	Iteration 25Q: 3 clusters Score -1.246106e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -12461243.000000 Penalty: 5696.615723
	Iteration 26Q: 3 clusters Score -1.246124e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -12461344.000000 Penalty: 5696.615723
	Iteration 27Q: 3 clusters Score -1.246134e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -12461436.000000 Penalty: 5696.615723
	Iteration 28Q: 3 clusters Score -1.246144e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -12461569.000000 Penalty: 5696.615723
	Iteration 29Q: 3 clusters Score -1.246157e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -12461662.000000 Penalty: 5696.615723
	Iteration 30Q: 3 clusters Score -1.246166e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -12461758.000000 Penalty: 5696.615723
	Iteration 31Q: 3 clusters Score -1.246176e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -12461832.000000 Penalty: 5696.615723
	Iteration 32Q: 3 clusters Score -1.246183e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -12461904.000000 Penalty: 5696.615723
	Iteration 33Q: 3 clusters Score -1.24619e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -12461936.000000 Penalty: 5696.615723
	Iteration 34Q: 3 clusters Score -1.246194e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -12461995.000000 Penalty: 5696.615723
	Iteration 35Q: 3 clusters Score -1.2462e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -12462049.000000 Penalty: 5696.615723
	Iteration 36Q: 3 clusters Score -1.246205e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -12462042.000000 Penalty: 5696.615723
	Iteration 37Q: 3 clusters Score -1.246204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -12462071.000000 Penalty: 5696.615723
	Iteration 38Q: 3 clusters Score -1.246207e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 94646 members 
Entering Unmasked Estep 
Score: -12462068.000000 Penalty: 5696.615723
	Iteration 39Q: 3 clusters Score -1.246207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -12462034.000000 Penalty: 5696.615723
	Iteration 40F: 3 clusters Score -1.246203e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -12462069.000000 Penalty: 5696.615723
	Iteration 41Q: 3 clusters Score -1.246207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -12462084.000000 Penalty: 5696.615723
	Iteration 42Q: 3 clusters Score -1.246208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -12462094.000000 Penalty: 5696.615723
	Iteration 43Q: 3 clusters Score -1.246209e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -12462085.000000 Penalty: 5696.615723
	Iteration 44Q: 3 clusters Score -1.246208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -12462101.000000 Penalty: 5696.615723
	Iteration 45Q: 3 clusters Score -1.24621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -12462105.000000 Penalty: 5696.615723
	Iteration 46Q: 3 clusters Score -1.24621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -12462125.000000 Penalty: 5696.615723
	Iteration 47Q: 3 clusters Score -1.246212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -12462144.000000 Penalty: 5696.615723
	Iteration 48Q: 3 clusters Score -1.246214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -12462131.000000 Penalty: 5696.615723
	Iteration 49Q: 3 clusters Score -1.246213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -12462148.000000 Penalty: 5696.615723
	Iteration 50Q: 3 clusters Score -1.246215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -12462150.000000 Penalty: 5696.615723
	Iteration 51Q: 3 clusters Score -1.246215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -12462165.000000 Penalty: 5696.615723
	Iteration 52Q: 3 clusters Score -1.246216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -12462159.000000 Penalty: 5696.615723
	Iteration 53Q: 3 clusters Score -1.246216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12462151.000000 Penalty: 5696.615723
	Iteration 54Q: 3 clusters Score -1.246215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -12462166.000000 Penalty: 5696.615723
	Iteration 55Q: 3 clusters Score -1.246217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -12462171.000000 Penalty: 5696.615723
	Iteration 56Q: 3 clusters Score -1.246217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -12462177.000000 Penalty: 5696.615723
	Iteration 57Q: 3 clusters Score -1.246218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -12462181.000000 Penalty: 5696.615723
	Iteration 58Q: 3 clusters Score -1.246218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -12462181.000000 Penalty: 5696.615723
	Iteration 59Q: 3 clusters Score -1.246218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -12462192.000000 Penalty: 5696.615723
	Iteration 60F: 3 clusters Score -1.246219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -12462195.000000 Penalty: 5696.615723
	Iteration 61Q: 3 clusters Score -1.24622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -12462191.000000 Penalty: 5696.615723
	Iteration 62Q: 3 clusters Score -1.246219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -12462200.000000 Penalty: 5696.615723
	Iteration 63Q: 3 clusters Score -1.24622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -12462203.000000 Penalty: 5696.615723
	Iteration 64Q: 3 clusters Score -1.24622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -12462193.000000 Penalty: 5696.615723
	Iteration 65Q: 3 clusters Score -1.246219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -12462192.000000 Penalty: 5696.615723
	Iteration 66Q: 3 clusters Score -1.246219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -12462195.000000 Penalty: 5696.615723
	Iteration 67Q: 3 clusters Score -1.24622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -12462195.000000 Penalty: 5696.615723
	Iteration 68Q: 3 clusters Score -1.24622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -12462189.000000 Penalty: 5696.615723
	Iteration 69Q: 3 clusters Score -1.246219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -12462192.000000 Penalty: 5696.615723
	Iteration 70Q: 3 clusters Score -1.246219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -12462194.000000 Penalty: 5696.615723
	Iteration 71Q: 3 clusters Score -1.246219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -12462199.000000 Penalty: 5696.615723
	Iteration 72Q: 3 clusters Score -1.24622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -12462192.000000 Penalty: 5696.615723
	Iteration 73Q: 3 clusters Score -1.246219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -12462190.000000 Penalty: 5696.615723
	Iteration 74Q: 3 clusters Score -1.246219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -12462190.000000 Penalty: 5696.615723
	Iteration 75F: 3 clusters Score -1.246219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Entering Unmasked Estep 
Score: -2080045.500000 Penalty: 2400.632324
	Iteration 0F: 2 clusters Score -2080046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2068518.375000 Penalty: 4801.264648
	Iteration 0F: 3 clusters Score -2068518 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2072168.375000 Penalty: 4801.264648
	Iteration 1F: 3 clusters Score -2072168 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2072541.375000 Penalty: 4801.264648
	Iteration 2F: 3 clusters Score -2072541 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2072863.000000 Penalty: 4801.264648
	Iteration 3Q: 3 clusters Score -2072863 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2073211.375000 Penalty: 4801.264648
	Iteration 4Q: 3 clusters Score -2073211 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2073611.875000 Penalty: 4801.264648
	Iteration 5Q: 3 clusters Score -2073612 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2074097.375000 Penalty: 4801.264648
	Iteration 6F: 3 clusters Score -2074097 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2074752.125000 Penalty: 4801.264648
	Iteration 7F: 3 clusters Score -2074752 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2075557.875000 Penalty: 4801.264648
	Iteration 8F: 3 clusters Score -2075558 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2076394.875000 Penalty: 4801.264648
	Iteration 9F: 3 clusters Score -2076395 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2077057.875000 Penalty: 4801.264648
	Iteration 10Q: 3 clusters Score -2077058 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2077514.375000 Penalty: 4801.264648
	Iteration 11Q: 3 clusters Score -2077514 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2077771.125000 Penalty: 4801.264648
	Iteration 12Q: 3 clusters Score -2077771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2077904.250000 Penalty: 4801.264648
	Iteration 13Q: 3 clusters Score -2077904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2077984.500000 Penalty: 4801.264648
	Iteration 14Q: 3 clusters Score -2077984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2078017.875000 Penalty: 4801.264648
	Iteration 15Q: 3 clusters Score -2078018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2078040.375000 Penalty: 4801.264648
	Iteration 16Q: 3 clusters Score -2078040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2078063.625000 Penalty: 4801.264648
	Iteration 17Q: 3 clusters Score -2078064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2078086.125000 Penalty: 4801.264648
	Iteration 18Q: 3 clusters Score -2078086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2078099.875000 Penalty: 4801.264648
	Iteration 19Q: 3 clusters Score -2078100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2078107.250000 Penalty: 4801.264648
	Iteration 20F: 3 clusters Score -2078107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2078117.250000 Penalty: 4801.264648
	Iteration 21Q: 3 clusters Score -2078117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2078118.250000 Penalty: 4801.264648
	Iteration 22Q: 3 clusters Score -2078118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2078121.125000 Penalty: 4801.264648
	Iteration 23Q: 3 clusters Score -2078121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2078122.375000 Penalty: 4801.264648
	Iteration 24Q: 3 clusters Score -2078122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2078124.500000 Penalty: 4801.264648
	Iteration 25Q: 3 clusters Score -2078124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2078125.625000 Penalty: 4801.264648
	Iteration 26Q: 3 clusters Score -2078126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2078125.875000 Penalty: 4801.264648
	Iteration 27Q: 3 clusters Score -2078126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2078129.875000 Penalty: 4801.264648
	Iteration 28Q: 3 clusters Score -2078130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2078131.875000 Penalty: 4801.264648
	Iteration 29Q: 3 clusters Score -2078132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2078133.875000 Penalty: 4801.264648
	Iteration 30Q: 3 clusters Score -2078134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2078136.250000 Penalty: 4801.264648
	Iteration 31Q: 3 clusters Score -2078136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2078136.250000 Penalty: 4801.264648
	Iteration 32F: 3 clusters Score -2078136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 175607 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38314 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45922 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196659 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55395 members 
Mstep: Class 20 contains 11724 members 
Mstep: Class 22 contains 97257 members 
Mstep: Class 23 contains 15994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286320.000000 Penalty: 60574.269531
Iteration 439Q: 19 clusters Score -9.828632e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 175797 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38375 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76813 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 45969 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196686 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55449 members 
Mstep: Class 20 contains 11730 members 
Mstep: Class 22 contains 96806 members 
Mstep: Class 23 contains 15997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286208.000000 Penalty: 60574.269531
Iteration 440F: 19 clusters Score -9.828621e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 175990 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38438 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76770 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 46001 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196733 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55501 members 
Mstep: Class 20 contains 11730 members 
Mstep: Class 22 contains 96327 members 
Mstep: Class 23 contains 16002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286360.000000 Penalty: 60574.269531
Iteration 441Q: 19 clusters Score -9.828636e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 176130 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38490 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76725 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 46037 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196815 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55566 members 
Mstep: Class 20 contains 11729 members 
Mstep: Class 22 contains 95849 members 
Mstep: Class 23 contains 16003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286328.000000 Penalty: 60574.269531
Iteration 442Q: 19 clusters Score -9.828633e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 176301 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38555 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76674 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7632 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 46073 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196870 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55616 members 
Mstep: Class 20 contains 11723 members 
Mstep: Class 22 contains 95393 members 
Mstep: Class 23 contains 16012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286456.000000 Penalty: 60574.269531
Iteration 443Q: 19 clusters Score -9.828646e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 176425 members 
Mstep: Class 3 contains 620 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38626 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76631 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 46117 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196946 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55672 members 
Mstep: Class 20 contains 11718 members 
Mstep: Class 22 contains 94940 members 
Mstep: Class 23 contains 16015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286552.000000 Penalty: 60574.269531
Iteration 444Q: 19 clusters Score -9.828655e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 176586 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38702 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76577 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7632 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 46153 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 196990 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55729 members 
Mstep: Class 20 contains 11719 members 
Mstep: Class 22 contains 94496 members 
Mstep: Class 23 contains 16018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286344.000000 Penalty: 60574.269531
Iteration 445Q: 19 clusters Score -9.828634e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 176751 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38759 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76526 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 46183 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197011 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55791 members 
Mstep: Class 20 contains 11717 members 
Mstep: Class 22 contains 94092 members 
Mstep: Class 23 contains 16031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286024.000000 Penalty: 60574.269531
Iteration 446Q: 19 clusters Score -9.828602e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 176923 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38804 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76491 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7633 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46221 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197016 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55854 members 
Mstep: Class 20 contains 11715 members 
Mstep: Class 22 contains 93682 members 
Mstep: Class 23 contains 16041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286080.000000 Penalty: 60574.269531
Iteration 447Q: 19 clusters Score -9.828608e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 177086 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38854 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76463 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 7631 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46263 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197031 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55917 members 
Mstep: Class 20 contains 11709 members 
Mstep: Class 22 contains 93268 members 
Mstep: Class 23 contains 16046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286016.000000 Penalty: 60574.269531
Iteration 448Q: 19 clusters Score -9.828602e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 177260 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38903 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76431 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46300 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197058 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 55979 members 
Mstep: Class 20 contains 11707 members 
Mstep: Class 22 contains 92821 members 
Mstep: Class 23 contains 16052 members 
Entering Unmasked Estep 
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Score: -98285816.000000 Penalty: 60574.269531
Iteration 449Q: 19 clusters Score -9.828582e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 177431 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 38959 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 76408 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7630 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46335 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197065 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56032 members 
Mstep: Class 20 contains 11702 members 
Mstep: Class 22 contains 92417 members 
Mstep: Class 23 contains 16056 members 
Entering Unmasked Estep 
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Score: -98285544.000000 Penalty: 60574.269531
Iteration 450Q: 19 clusters Score -9.828554e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 177624 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39000 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76380 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46369 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197063 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56078 members 
Mstep: Class 20 contains 11696 members 
Mstep: Class 22 contains 92025 members 
Mstep: Class 23 contains 16061 members 
Entering Unmasked Estep 
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Score: -98285544.000000 Penalty: 60574.269531
Iteration 451Q: 19 clusters Score -9.828554e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 177792 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39034 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76345 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46409 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197090 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56121 members 
Mstep: Class 20 contains 11698 members 
Mstep: Class 22 contains 91643 members 
Mstep: Class 23 contains 16052 members 
Entering Unmasked Estep 
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Iteration 452Q: 19 clusters Score -9.82856e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 177911 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39074 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76322 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46438 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197128 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56181 members 
Mstep: Class 20 contains 11698 members 
Mstep: Class 22 contains 91244 members 
Mstep: Class 23 contains 16057 members 
Entering Unmasked Estep 
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Iteration 453Q: 19 clusters Score -9.828559e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 178007 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39121 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76290 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7627 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46481 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197183 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56228 members 
Mstep: Class 20 contains 11704 members 
Mstep: Class 22 contains 90848 members 
Mstep: Class 23 contains 16064 members 
Entering Unmasked Estep 
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Iteration 454Q: 19 clusters Score -9.828563e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 178082 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39170 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76238 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7627 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46524 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197292 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56279 members 
Mstep: Class 20 contains 11704 members 
Mstep: Class 22 contains 90437 members 
Mstep: Class 23 contains 16075 members 
Entering Unmasked Estep 
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Iteration 455Q: 19 clusters Score -9.828564e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 178163 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39215 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76206 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46558 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197395 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56334 members 
Mstep: Class 20 contains 11707 members 
Mstep: Class 22 contains 90023 members 
Mstep: Class 23 contains 16083 members 
Entering Unmasked Estep 
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Iteration 456Q: 19 clusters Score -9.828559e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 178276 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39255 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76172 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46596 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197477 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56388 members 
Mstep: Class 20 contains 11704 members 
Mstep: Class 22 contains 89610 members 
Mstep: Class 23 contains 16083 members 
Entering Unmasked Estep 
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Iteration 457Q: 19 clusters Score -9.828542e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 178374 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39290 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76142 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46623 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197556 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56417 members 
Mstep: Class 20 contains 11701 members 
Mstep: Class 22 contains 89239 members 
Mstep: Class 23 contains 16088 members 
Entering Unmasked Estep 
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Iteration 458Q: 19 clusters Score -9.828543e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 178459 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39322 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76116 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46662 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197666 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56453 members 
Mstep: Class 20 contains 11701 members 
Mstep: Class 22 contains 88820 members 
Mstep: Class 23 contains 16094 members 
Entering Unmasked Estep 
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Iteration 459Q: 19 clusters Score -9.828542e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 178563 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39346 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76091 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46693 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197770 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56506 members 
Mstep: Class 20 contains 11700 members 
Mstep: Class 22 contains 88415 members 
Mstep: Class 23 contains 16104 members 
Entering Unmasked Estep 
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Iteration 460F: 19 clusters Score -9.828538e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 178685 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39377 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76061 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46730 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197881 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56543 members 
Mstep: Class 20 contains 11704 members 
Mstep: Class 22 contains 87981 members 
Mstep: Class 23 contains 16115 members 
Entering Unmasked Estep 
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Iteration 461Q: 19 clusters Score -9.828526e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 178801 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39401 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76039 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46775 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 197991 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56591 members 
Mstep: Class 20 contains 11699 members 
Mstep: Class 22 contains 87559 members 
Mstep: Class 23 contains 16120 members 
Entering Unmasked Estep 
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Iteration 462Q: 19 clusters Score -9.828515e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 178910 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39431 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 76017 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46818 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198101 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56620 members 
Mstep: Class 20 contains 11693 members 
Mstep: Class 22 contains 87171 members 
Mstep: Class 23 contains 16123 members 
Entering Unmasked Estep 
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Iteration 463Q: 19 clusters Score -9.828499e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 179027 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39466 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75993 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46848 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198210 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56657 members 
Mstep: Class 20 contains 11691 members 
Mstep: Class 22 contains 86765 members 
Mstep: Class 23 contains 16132 members 
Entering Unmasked Estep 
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Iteration 464Q: 19 clusters Score -9.828497e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 179114 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39481 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75968 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46888 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198303 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56701 members 
Mstep: Class 20 contains 11686 members 
Mstep: Class 22 contains 86410 members 
Mstep: Class 23 contains 16148 members 
Entering Unmasked Estep 
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Iteration 465Q: 19 clusters Score -9.828482e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 179182 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39487 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75927 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7625 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46922 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198408 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56745 members 
Mstep: Class 20 contains 11686 members 
Mstep: Class 22 contains 86081 members 
Mstep: Class 23 contains 16158 members 
Entering Unmasked Estep 
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Iteration 466Q: 19 clusters Score -9.82847e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 179291 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39492 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75889 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46951 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198492 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56793 members 
Mstep: Class 20 contains 11683 members 
Mstep: Class 22 contains 85740 members 
Mstep: Class 23 contains 16164 members 
Entering Unmasked Estep 
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Iteration 467Q: 19 clusters Score -9.828451e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 179371 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39503 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75845 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46971 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198587 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56851 members 
Mstep: Class 20 contains 11686 members 
Mstep: Class 22 contains 85403 members 
Mstep: Class 23 contains 16167 members 
Entering Unmasked Estep 
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Score: -98284664.000000 Penalty: 60574.269531
Iteration 468Q: 19 clusters Score -9.828466e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 179448 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39489 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75812 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46982 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198699 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56902 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 22 contains 85093 members 
Mstep: Class 23 contains 16162 members 
Entering Unmasked Estep 
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Iteration 469Q: 19 clusters Score -9.828458e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 179521 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39485 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75788 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 46995 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198804 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 56952 members 
Mstep: Class 20 contains 11681 members 
Mstep: Class 22 contains 84778 members 
Mstep: Class 23 contains 16153 members 
Entering Unmasked Estep 
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Iteration 470Q: 19 clusters Score -9.82845e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 179579 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39470 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75767 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7623 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 198897 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57010 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 22 contains 84480 members 
Mstep: Class 23 contains 16149 members 
Entering Unmasked Estep 
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Iteration 471Q: 19 clusters Score -9.828446e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 179638 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75747 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47015 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199031 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57064 members 
Mstep: Class 20 contains 11680 members 
Mstep: Class 22 contains 84179 members 
Mstep: Class 23 contains 16143 members 
Entering Unmasked Estep 
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Iteration 472Q: 19 clusters Score -9.828459e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 179708 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39454 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75724 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7622 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47034 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199136 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57123 members 
Mstep: Class 20 contains 11682 members 
Mstep: Class 22 contains 83847 members 
Mstep: Class 23 contains 16145 members 
Entering Unmasked Estep 
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Iteration 473Q: 19 clusters Score -9.828462e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 179785 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39468 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75707 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47048 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199246 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57178 members 
Mstep: Class 20 contains 11679 members 
Mstep: Class 22 contains 83513 members 
Mstep: Class 23 contains 16141 members 
Entering Unmasked Estep 
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Iteration 474Q: 19 clusters Score -9.828464e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 179860 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39470 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75689 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7618 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47066 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199351 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57216 members 
Mstep: Class 20 contains 11676 members 
Mstep: Class 22 contains 83170 members 
Mstep: Class 23 contains 16145 members 
Entering Unmasked Estep 
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Iteration 475Q: 19 clusters Score -9.828451e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 179951 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39483 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75663 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47084 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199423 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57280 members 
Mstep: Class 20 contains 11668 members 
Mstep: Class 22 contains 82826 members 
Mstep: Class 23 contains 16147 members 
Entering Unmasked Estep 
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Iteration 476Q: 19 clusters Score -9.828439e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 180015 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39493 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75643 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47101 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199521 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57327 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 22 contains 82489 members 
Mstep: Class 23 contains 16148 members 
Entering Unmasked Estep 
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Iteration 477Q: 19 clusters Score -9.828437e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 180065 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39506 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75615 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199626 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57382 members 
Mstep: Class 20 contains 11659 members 
Mstep: Class 22 contains 82174 members 
Mstep: Class 23 contains 16148 members 
Entering Unmasked Estep 
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Iteration 478Q: 19 clusters Score -9.828432e+07 nChanged 619
Entering ConstructFrom: 
Score: -98284320.000000 Penalty: 60574.269531
Entering ConstructFrom: 
Trying to split cluster 1 (57953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Entering Unmasked Estep 
Score: -7483252.000000 Penalty: 2719.912109
	Iteration 0F: 2 clusters Score -7483252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -7444204.500000 Penalty: 5439.824219
	Iteration 0F: 3 clusters Score -7444204 nChanged 26894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -7459099.500000 Penalty: 5439.824219
	Iteration 1F: 3 clusters Score -7459100 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -7459619.000000 Penalty: 5439.824219
	Iteration 2Q: 3 clusters Score -7459619 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7460269.000000 Penalty: 5439.824219
	Iteration 3Q: 3 clusters Score -7460269 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -7460898.000000 Penalty: 5439.824219
	Iteration 4Q: 3 clusters Score -7460898 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -7461631.500000 Penalty: 5439.824219
	Iteration 5Q: 3 clusters Score -7461632 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -7462586.500000 Penalty: 5439.824219
	Iteration 6Q: 3 clusters Score -7462586 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -7463907.000000 Penalty: 5439.824219
	Iteration 7Q: 3 clusters Score -7463907 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7465957.000000 Penalty: 5439.824219
	Iteration 8F: 3 clusters Score -7465957 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -7468705.000000 Penalty: 5439.824219
	Iteration 9F: 3 clusters Score -7468705 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -7471752.000000 Penalty: 5439.824219
	Iteration 10F: 3 clusters Score -7471752 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -7474532.000000 Penalty: 5439.824219
	Iteration 11F: 3 clusters Score -7474532 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -7476123.000000 Penalty: 5439.824219
	Iteration 12Q: 3 clusters Score -7476123 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -7476963.500000 Penalty: 5439.824219
	Iteration 13Q: 3 clusters Score -7476964 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -7477441.000000 Penalty: 5439.824219
	Iteration 14Q: 3 clusters Score -7477441 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -7477752.000000 Penalty: 5439.824219
	Iteration 15Q: 3 clusters Score -7477752 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -7478047.500000 Penalty: 5439.824219
	Iteration 16Q: 3 clusters Score -7478048 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -7478287.000000 Penalty: 5439.824219
	Iteration 17Q: 3 clusters Score -7478287 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -7478534.000000 Penalty: 5439.824219
	Iteration 18Q: 3 clusters Score -7478534 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -7478742.500000 Penalty: 5439.824219
	Iteration 19Q: 3 clusters Score -7478742 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -7478917.500000 Penalty: 5439.824219
	Iteration 20F: 3 clusters Score -7478918 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7479056.500000 Penalty: 5439.824219
	Iteration 21Q: 3 clusters Score -7479056 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -7479190.000000 Penalty: 5439.824219
	Iteration 22Q: 3 clusters Score -7479190 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -7479310.500000 Penalty: 5439.824219
	Iteration 23Q: 3 clusters Score -7479310 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7479432.000000 Penalty: 5439.824219
	Iteration 24Q: 3 clusters Score -7479432 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -7479511.500000 Penalty: 5439.824219
	Iteration 25Q: 3 clusters Score -7479512 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -7479633.000000 Penalty: 5439.824219
	Iteration 26Q: 3 clusters Score -7479633 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7479771.500000 Penalty: 5439.824219
	Iteration 27Q: 3 clusters Score -7479772 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -7479892.500000 Penalty: 5439.824219
	Iteration 28Q: 3 clusters Score -7479892 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7480000.500000 Penalty: 5439.824219
	Iteration 29Q: 3 clusters Score -7480000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7480096.500000 Penalty: 5439.824219
	Iteration 30Q: 3 clusters Score -7480096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -7480174.000000 Penalty: 5439.824219
	Iteration 31Q: 3 clusters Score -7480174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7480212.000000 Penalty: 5439.824219
	Iteration 32Q: 3 clusters Score -7480212 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7480262.500000 Penalty: 5439.824219
	Iteration 33Q: 3 clusters Score -7480262 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7480320.500000 Penalty: 5439.824219
	Iteration 34Q: 3 clusters Score -7480320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7480371.500000 Penalty: 5439.824219
	Iteration 35Q: 3 clusters Score -7480372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7480416.500000 Penalty: 5439.824219
	Iteration 36Q: 3 clusters Score -7480416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7480469.500000 Penalty: 5439.824219
	Iteration 37Q: 3 clusters Score -7480470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7480505.500000 Penalty: 5439.824219
	Iteration 38Q: 3 clusters Score -7480506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7480538.500000 Penalty: 5439.824219
	Iteration 39Q: 3 clusters Score -7480538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7480577.000000 Penalty: 5439.824219
	Iteration 40F: 3 clusters Score -7480577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7480620.000000 Penalty: 5439.824219
	Iteration 41Q: 3 clusters Score -7480620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7480635.000000 Penalty: 5439.824219
	Iteration 42Q: 3 clusters Score -7480635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7480668.000000 Penalty: 5439.824219
	Iteration 43Q: 3 clusters Score -7480668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7480702.000000 Penalty: 5439.824219
	Iteration 44Q: 3 clusters Score -7480702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7480724.000000 Penalty: 5439.824219
	Iteration 45Q: 3 clusters Score -7480724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7480751.000000 Penalty: 5439.824219
	Iteration 46Q: 3 clusters Score -7480751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7480759.000000 Penalty: 5439.824219
	Iteration 47Q: 3 clusters Score -7480759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7480780.000000 Penalty: 5439.824219
	Iteration 48Q: 3 clusters Score -7480780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7480791.500000 Penalty: 5439.824219
	Iteration 49Q: 3 clusters Score -7480792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7480810.500000 Penalty: 5439.824219
	Iteration 50Q: 3 clusters Score -7480810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7480832.500000 Penalty: 5439.824219
	Iteration 51Q: 3 clusters Score -7480832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7480835.500000 Penalty: 5439.824219
	Iteration 52Q: 3 clusters Score -7480836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7480847.500000 Penalty: 5439.824219
	Iteration 53Q: 3 clusters Score -7480848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7480859.500000 Penalty: 5439.824219
	Iteration 54Q: 3 clusters Score -7480860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7480861.500000 Penalty: 5439.824219
	Iteration 55Q: 3 clusters Score -7480862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7480869.000000 Penalty: 5439.824219
	Iteration 56Q: 3 clusters Score -7480869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7480869.500000 Penalty: 5439.824219
	Iteration 57Q: 3 clusters Score -7480870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7480865.500000 Penalty: 5439.824219
	Iteration 58Q: 3 clusters Score -7480866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7480876.500000 Penalty: 5439.824219
	Iteration 59Q: 3 clusters Score -7480876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7480875.000000 Penalty: 5439.824219
	Iteration 60F: 3 clusters Score -7480875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7480886.000000 Penalty: 5439.824219
	Iteration 61Q: 3 clusters Score -7480886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7480877.500000 Penalty: 5439.824219
	Iteration 62Q: 3 clusters Score -7480878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7480881.500000 Penalty: 5439.824219
	Iteration 63Q: 3 clusters Score -7480882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7480893.000000 Penalty: 5439.824219
	Iteration 64Q: 3 clusters Score -7480893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7480895.000000 Penalty: 5439.824219
	Iteration 65Q: 3 clusters Score -7480895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7480886.000000 Penalty: 5439.824219
	Iteration 66Q: 3 clusters Score -7480886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7480890.500000 Penalty: 5439.824219
	Iteration 67Q: 3 clusters Score -7480890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7480883.500000 Penalty: 5439.824219
	Iteration 68Q: 3 clusters Score -7480884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7480882.000000 Penalty: 5439.824219
	Iteration 69Q: 3 clusters Score -7480882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7480885.500000 Penalty: 5439.824219
	Iteration 70Q: 3 clusters Score -7480886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7480888.500000 Penalty: 5439.824219
	Iteration 71Q: 3 clusters Score -7480888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7480896.500000 Penalty: 5439.824219
	Iteration 72Q: 3 clusters Score -7480896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7480898.000000 Penalty: 5439.824219
	Iteration 73Q: 3 clusters Score -7480898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7480898.000000 Penalty: 5439.824219
	Iteration 74F: 3 clusters Score -7480898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (180095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Entering Unmasked Estep 
Score: -23047400.000000 Penalty: 3001.107666
	Iteration 0F: 2 clusters Score -2.30474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -22931062.000000 Penalty: 6002.215332
	Iteration 0F: 3 clusters Score -2.293106e+07 nChanged 86761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -22982162.000000 Penalty: 6002.215332
	Iteration 1F: 3 clusters Score -2.298216e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -22983356.000000 Penalty: 6002.215332
	Iteration 2Q: 3 clusters Score -2.298336e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -22984958.000000 Penalty: 6002.215332
	Iteration 3Q: 3 clusters Score -2.298496e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -22987266.000000 Penalty: 6002.215332
	Iteration 4Q: 3 clusters Score -2.298727e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -22990606.000000 Penalty: 6002.215332
	Iteration 5Q: 3 clusters Score -2.299061e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -22995486.000000 Penalty: 6002.215332
	Iteration 6Q: 3 clusters Score -2.299549e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -23001926.000000 Penalty: 6002.215332
	Iteration 7F: 3 clusters Score -2.300193e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 107091 members 
Entering Unmasked Estep 
Score: -23010412.000000 Penalty: 6002.215332
	Iteration 8F: 3 clusters Score -2.301041e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -23018410.000000 Penalty: 6002.215332
	Iteration 9F: 3 clusters Score -2.301841e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -23023234.000000 Penalty: 6002.215332
	Iteration 10F: 3 clusters Score -2.302323e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 110816 members 
Entering Unmasked Estep 
Score: -23025342.000000 Penalty: 6002.215332
	Iteration 11Q: 3 clusters Score -2.302534e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -23026128.000000 Penalty: 6002.215332
	Iteration 12Q: 3 clusters Score -2.302613e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -23026646.000000 Penalty: 6002.215332
	Iteration 13Q: 3 clusters Score -2.302665e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 113045 members 
Entering Unmasked Estep 
Score: -23027030.000000 Penalty: 6002.215332
	Iteration 14Q: 3 clusters Score -2.302703e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 113942 members 
Entering Unmasked Estep 
Score: -23027336.000000 Penalty: 6002.215332
	Iteration 15Q: 3 clusters Score -2.302734e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -23027698.000000 Penalty: 6002.215332
	Iteration 16Q: 3 clusters Score -2.30277e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -23028206.000000 Penalty: 6002.215332
	Iteration 17Q: 3 clusters Score -2.302821e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 116967 members 
Entering Unmasked Estep 
Score: -23028824.000000 Penalty: 6002.215332
	Iteration 18Q: 3 clusters Score -2.302882e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 118018 members 
Entering Unmasked Estep 
Score: -23029188.000000 Penalty: 6002.215332
	Iteration 19Q: 3 clusters Score -2.302919e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -23029796.000000 Penalty: 6002.215332
	Iteration 20F: 3 clusters Score -2.30298e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -23030380.000000 Penalty: 6002.215332
	Iteration 21Q: 3 clusters Score -2.303038e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -23031064.000000 Penalty: 6002.215332
	Iteration 22Q: 3 clusters Score -2.303106e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -23031594.000000 Penalty: 6002.215332
	Iteration 23Q: 3 clusters Score -2.303159e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -23032264.000000 Penalty: 6002.215332
	Iteration 24Q: 3 clusters Score -2.303226e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -23032616.000000 Penalty: 6002.215332
	Iteration 25Q: 3 clusters Score -2.303262e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 125353 members 
Entering Unmasked Estep 
Score: -23032980.000000 Penalty: 6002.215332
	Iteration 26Q: 3 clusters Score -2.303298e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -23033702.000000 Penalty: 6002.215332
	Iteration 27Q: 3 clusters Score -2.30337e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 127610 members 
Entering Unmasked Estep 
Score: -23034098.000000 Penalty: 6002.215332
	Iteration 28Q: 3 clusters Score -2.30341e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 128767 members 
Entering Unmasked Estep 
Score: -23034624.000000 Penalty: 6002.215332
	Iteration 29Q: 3 clusters Score -2.303462e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 129967 members 
Entering Unmasked Estep 
Score: -23035032.000000 Penalty: 6002.215332
	Iteration 30Q: 3 clusters Score -2.303503e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -23035362.000000 Penalty: 6002.215332
	Iteration 31Q: 3 clusters Score -2.303536e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -23035722.000000 Penalty: 6002.215332
	Iteration 32Q: 3 clusters Score -2.303572e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 133556 members 
Entering Unmasked Estep 
Score: -23036066.000000 Penalty: 6002.215332
	Iteration 33Q: 3 clusters Score -2.303607e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -23036294.000000 Penalty: 6002.215332
	Iteration 34Q: 3 clusters Score -2.303629e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 135987 members 
Entering Unmasked Estep 
Score: -23036610.000000 Penalty: 6002.215332
	Iteration 35Q: 3 clusters Score -2.303661e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 137210 members 
Entering Unmasked Estep 
Score: -23036904.000000 Penalty: 6002.215332
	Iteration 36Q: 3 clusters Score -2.30369e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 138494 members 
Entering Unmasked Estep 
Score: -23037084.000000 Penalty: 6002.215332
	Iteration 37Q: 3 clusters Score -2.303708e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -23037262.000000 Penalty: 6002.215332
	Iteration 38Q: 3 clusters Score -2.303726e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 141218 members 
Entering Unmasked Estep 
Score: -23037530.000000 Penalty: 6002.215332
	Iteration 39Q: 3 clusters Score -2.303753e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -23037842.000000 Penalty: 6002.215332
	Iteration 40F: 3 clusters Score -2.303784e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 143991 members 
Entering Unmasked Estep 
Score: -23038206.000000 Penalty: 6002.215332
	Iteration 41Q: 3 clusters Score -2.303821e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 145411 members 
Entering Unmasked Estep 
Score: -23038490.000000 Penalty: 6002.215332
	Iteration 42Q: 3 clusters Score -2.303849e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -23038852.000000 Penalty: 6002.215332
	Iteration 43Q: 3 clusters Score -2.303885e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -23039220.000000 Penalty: 6002.215332
	Iteration 44Q: 3 clusters Score -2.303922e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -23039566.000000 Penalty: 6002.215332
	Iteration 45Q: 3 clusters Score -2.303957e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -23039886.000000 Penalty: 6002.215332
	Iteration 46Q: 3 clusters Score -2.303989e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -23040226.000000 Penalty: 6002.215332
	Iteration 47Q: 3 clusters Score -2.304023e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 154754 members 
Entering Unmasked Estep 
Score: -23040644.000000 Penalty: 6002.215332
	Iteration 48Q: 3 clusters Score -2.304064e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 156350 members 
Entering Unmasked Estep 
Score: -23041052.000000 Penalty: 6002.215332
	Iteration 49Q: 3 clusters Score -2.304105e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -23041350.000000 Penalty: 6002.215332
	Iteration 50Q: 3 clusters Score -2.304135e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 159462 members 
Entering Unmasked Estep 
Score: -23041720.000000 Penalty: 6002.215332
	Iteration 51Q: 3 clusters Score -2.304172e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -23041930.000000 Penalty: 6002.215332
	Iteration 52Q: 3 clusters Score -2.304193e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 162392 members 
Entering Unmasked Estep 
Score: -23042242.000000 Penalty: 6002.215332
	Iteration 53Q: 3 clusters Score -2.304224e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 163730 members 
Entering Unmasked Estep 
Score: -23042376.000000 Penalty: 6002.215332
	Iteration 54Q: 3 clusters Score -2.304238e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 165102 members 
Entering Unmasked Estep 
Score: -23042556.000000 Penalty: 6002.215332
	Iteration 55Q: 3 clusters Score -2.304256e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -23042718.000000 Penalty: 6002.215332
	Iteration 56Q: 3 clusters Score -2.304272e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -23042992.000000 Penalty: 6002.215332
	Iteration 57Q: 3 clusters Score -2.304299e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -23043164.000000 Penalty: 6002.215332
	Iteration 58Q: 3 clusters Score -2.304316e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 169880 members 
Entering Unmasked Estep 
Score: -23043364.000000 Penalty: 6002.215332
	Iteration 59Q: 3 clusters Score -2.304336e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -23043452.000000 Penalty: 6002.215332
	Iteration 60F: 3 clusters Score -2.304345e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 171703 members 
Entering Unmasked Estep 
Score: -23043644.000000 Penalty: 6002.215332
	Iteration 61Q: 3 clusters Score -2.304364e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 172511 members 
Entering Unmasked Estep 
Score: -23043816.000000 Penalty: 6002.215332
	Iteration 62Q: 3 clusters Score -2.304382e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -23043900.000000 Penalty: 6002.215332
	Iteration 63Q: 3 clusters Score -2.30439e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 173855 members 
Entering Unmasked Estep 
Score: -23043952.000000 Penalty: 6002.215332
	Iteration 64Q: 3 clusters Score -2.304395e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 174419 members 
Entering Unmasked Estep 
Score: -23044066.000000 Penalty: 6002.215332
	Iteration 65Q: 3 clusters Score -2.304407e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 174900 members 
Entering Unmasked Estep 
Score: -23044156.000000 Penalty: 6002.215332
	Iteration 66Q: 3 clusters Score -2.304416e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -23044292.000000 Penalty: 6002.215332
	Iteration 67Q: 3 clusters Score -2.304429e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -23044380.000000 Penalty: 6002.215332
	Iteration 68Q: 3 clusters Score -2.304438e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -23044414.000000 Penalty: 6002.215332
	Iteration 69Q: 3 clusters Score -2.304441e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -23044520.000000 Penalty: 6002.215332
	Iteration 70Q: 3 clusters Score -2.304452e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -23044594.000000 Penalty: 6002.215332
	Iteration 71Q: 3 clusters Score -2.304459e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 176650 members 
Entering Unmasked Estep 
Score: -23044590.000000 Penalty: 6002.215332
	Iteration 72Q: 3 clusters Score -2.304459e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 176838 members 
Entering Unmasked Estep 
Score: -23044664.000000 Penalty: 6002.215332
	Iteration 73Q: 3 clusters Score -2.304466e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -23044728.000000 Penalty: 6002.215332
	Iteration 74Q: 3 clusters Score -2.304473e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -23044718.000000 Penalty: 6002.215332
	Iteration 75Q: 3 clusters Score -2.304472e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -23044788.000000 Penalty: 6002.215332
	Iteration 76Q: 3 clusters Score -2.304479e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 177439 members 
Entering Unmasked Estep 
Score: -23044792.000000 Penalty: 6002.215332
	Iteration 77Q: 3 clusters Score -2.304479e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 177541 members 
Entering Unmasked Estep 
Score: -23044820.000000 Penalty: 6002.215332
	Iteration 78Q: 3 clusters Score -2.304482e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -23044852.000000 Penalty: 6002.215332
	Iteration 79Q: 3 clusters Score -2.304485e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 177727 members 
Entering Unmasked Estep 
Score: -23044858.000000 Penalty: 6002.215332
	Iteration 80F: 3 clusters Score -2.304486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -23044860.000000 Penalty: 6002.215332
	Iteration 81Q: 3 clusters Score -2.304486e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 177859 members 
Entering Unmasked Estep 
Score: -23044884.000000 Penalty: 6002.215332
	Iteration 82Q: 3 clusters Score -2.304488e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 177920 members 
Entering Unmasked Estep 
Score: -23044894.000000 Penalty: 6002.215332
	Iteration 83Q: 3 clusters Score -2.304489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 177968 members 
Entering Unmasked Estep 
Score: -23044914.000000 Penalty: 6002.215332
	Iteration 84Q: 3 clusters Score -2.304491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 178004 members 
Entering Unmasked Estep 
Score: -23044912.000000 Penalty: 6002.215332
	Iteration 85Q: 3 clusters Score -2.304491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 178025 members 
Entering Unmasked Estep 
Score: -23044898.000000 Penalty: 6002.215332
	Iteration 86Q: 3 clusters Score -2.30449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 178051 members 
Entering Unmasked Estep 
Score: -23044890.000000 Penalty: 6002.215332
	Iteration 87Q: 3 clusters Score -2.304489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 178075 members 
Entering Unmasked Estep 
Score: -23044888.000000 Penalty: 6002.215332
	Iteration 88Q: 3 clusters Score -2.304489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 178099 members 
Entering Unmasked Estep 
Score: -23044880.000000 Penalty: 6002.215332
	Iteration 89Q: 3 clusters Score -2.304488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 178119 members 
Entering Unmasked Estep 
Score: -23044904.000000 Penalty: 6002.215332
	Iteration 90Q: 3 clusters Score -2.30449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -23044914.000000 Penalty: 6002.215332
	Iteration 91Q: 3 clusters Score -2.304491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -23044926.000000 Penalty: 6002.215332
	Iteration 92Q: 3 clusters Score -2.304493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -23044930.000000 Penalty: 6002.215332
	Iteration 93Q: 3 clusters Score -2.304493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 178171 members 
Entering Unmasked Estep 
Score: -23044928.000000 Penalty: 6002.215332
	Iteration 94Q: 3 clusters Score -2.304493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 178180 members 
Entering Unmasked Estep 
Score: -23044920.000000 Penalty: 6002.215332
	Iteration 95Q: 3 clusters Score -2.304492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 178188 members 
Entering Unmasked Estep 
Score: -23044926.000000 Penalty: 6002.215332
	Iteration 96Q: 3 clusters Score -2.304493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 178194 members 
Entering Unmasked Estep 
Score: -23044920.000000 Penalty: 6002.215332
	Iteration 97Q: 3 clusters Score -2.304492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -23044910.000000 Penalty: 6002.215332
	Iteration 98Q: 3 clusters Score -2.304491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 178208 members 
Entering Unmasked Estep 
Score: -23044916.000000 Penalty: 6002.215332
	Iteration 99Q: 3 clusters Score -2.304492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -23044904.000000 Penalty: 6002.215332
	Iteration 100F: 3 clusters Score -2.30449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -23044912.000000 Penalty: 6002.215332
	Iteration 101Q: 3 clusters Score -2.304491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 178246 members 
Entering Unmasked Estep 
Score: -23044910.000000 Penalty: 6002.215332
	Iteration 102Q: 3 clusters Score -2.304491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 178255 members 
Entering Unmasked Estep 
Score: -23044922.000000 Penalty: 6002.215332
	Iteration 103Q: 3 clusters Score -2.304492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -23044898.000000 Penalty: 6002.215332
	Iteration 104Q: 3 clusters Score -2.30449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -23044906.000000 Penalty: 6002.215332
	Iteration 105Q: 3 clusters Score -2.304491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 178279 members 
Entering Unmasked Estep 
Score: -23044900.000000 Penalty: 6002.215332
	Iteration 106Q: 3 clusters Score -2.30449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 178283 members 
Entering Unmasked Estep 
Score: -23044898.000000 Penalty: 6002.215332
	Iteration 107Q: 3 clusters Score -2.30449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 178285 members 
Entering Unmasked Estep 
Score: -23044910.000000 Penalty: 6002.215332
	Iteration 108Q: 3 clusters Score -2.304491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 178285 members 
Entering Unmasked Estep 
Score: -23044912.000000 Penalty: 6002.215332
	Iteration 109Q: 3 clusters Score -2.304491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -23044908.000000 Penalty: 6002.215332
	Iteration 110Q: 3 clusters Score -2.304491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -23044904.000000 Penalty: 6002.215332
	Iteration 111Q: 3 clusters Score -2.30449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 178287 members 
Entering Unmasked Estep 
Score: -23044922.000000 Penalty: 6002.215332
	Iteration 112Q: 3 clusters Score -2.304492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 178290 members 
Entering Unmasked Estep 
Score: -23044918.000000 Penalty: 6002.215332
	Iteration 113Q: 3 clusters Score -2.304492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 178296 members 
Entering Unmasked Estep 
Score: -23044914.000000 Penalty: 6002.215332
	Iteration 114Q: 3 clusters Score -2.304491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 178299 members 
Entering Unmasked Estep 
Score: -23044926.000000 Penalty: 6002.215332
	Iteration 115Q: 3 clusters Score -2.304493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 178301 members 
Entering Unmasked Estep 
Score: -23044924.000000 Penalty: 6002.215332
	Iteration 116Q: 3 clusters Score -2.304492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 178301 members 
Entering Unmasked Estep 
Score: -23044924.000000 Penalty: 6002.215332
	Iteration 117Q: 3 clusters Score -2.304492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -23044912.000000 Penalty: 6002.215332
	Iteration 118Q: 3 clusters Score -2.304491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 178302 members 
Entering Unmasked Estep 
Score: -23044912.000000 Penalty: 6002.215332
	Iteration 119F: 3 clusters Score -2.304491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -73625.226562 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -73625.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71984.406250 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -71984.41 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72179.343750 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -72179.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72224.359375 Penalty: 3189.940186
	Iteration 2Q: 3 clusters Score -72224.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72248.843750 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -72248.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72264.859375 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -72264.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72264.859375 Penalty: 3189.940186
	Iteration 5F: 3 clusters Score -72264.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -47301.773438 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47301.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45861.117188 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -45861.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46207.929688 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46207.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46441.589844 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -46441.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46647.312500 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -46647.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46888.894531 Penalty: 3058.047119
	Iteration 4F: 3 clusters Score -46888.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47128.539062 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -47128.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47251.785156 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -47251.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47299.609375 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -47299.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47317.746094 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -47317.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47328.160156 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -47328.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47331.753906 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -47331.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47331.753906 Penalty: 3058.047119
	Iteration 11F: 3 clusters Score -47331.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 180095 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 39516 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75598 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199711 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 18 contains 57448 members 
Mstep: Class 20 contains 11662 members 
Mstep: Class 22 contains 81879 members 
Mstep: Class 23 contains 16149 members 
Entering Unmasked Estep 
Score: -98282400.000000 Penalty: 63939.507812
Splitting cluster 4 changes total score from -98284320.000000 to -98282400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (39516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Entering Unmasked Estep 
Score: -5113478.000000 Penalty: 2624.946289
	Iteration 0F: 2 clusters Score -5113478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -5086640.500000 Penalty: 5249.892578
	Iteration 0F: 3 clusters Score -5086640 nChanged 18061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5096435.500000 Penalty: 5249.892578
	Iteration 1F: 3 clusters Score -5096436 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5096938.000000 Penalty: 5249.892578
	Iteration 2Q: 3 clusters Score -5096938 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5097391.000000 Penalty: 5249.892578
	Iteration 3Q: 3 clusters Score -5097391 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5097825.500000 Penalty: 5249.892578
	Iteration 4Q: 3 clusters Score -5097826 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5098335.500000 Penalty: 5249.892578
	Iteration 5Q: 3 clusters Score -5098336 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -5098955.500000 Penalty: 5249.892578
	Iteration 6Q: 3 clusters Score -5098956 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5099881.000000 Penalty: 5249.892578
	Iteration 7Q: 3 clusters Score -5099881 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5101216.500000 Penalty: 5249.892578
	Iteration 8F: 3 clusters Score -5101216 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -5103022.500000 Penalty: 5249.892578
	Iteration 9F: 3 clusters Score -5103022 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -5105143.000000 Penalty: 5249.892578
	Iteration 10F: 3 clusters Score -5105143 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5106830.000000 Penalty: 5249.892578
	Iteration 11F: 3 clusters Score -5106830 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5107708.500000 Penalty: 5249.892578
	Iteration 12Q: 3 clusters Score -5107708 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5108114.000000 Penalty: 5249.892578
	Iteration 13Q: 3 clusters Score -5108114 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -5108340.500000 Penalty: 5249.892578
	Iteration 14Q: 3 clusters Score -5108340 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -5108540.000000 Penalty: 5249.892578
	Iteration 15Q: 3 clusters Score -5108540 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5108718.500000 Penalty: 5249.892578
	Iteration 16Q: 3 clusters Score -5108718 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -5108898.000000 Penalty: 5249.892578
	Iteration 17Q: 3 clusters Score -5108898 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -5109021.500000 Penalty: 5249.892578
	Iteration 18Q: 3 clusters Score -5109022 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5109167.000000 Penalty: 5249.892578
	Iteration 19Q: 3 clusters Score -5109167 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -5109290.500000 Penalty: 5249.892578
	Iteration 20F: 3 clusters Score -5109290 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5109386.500000 Penalty: 5249.892578
	Iteration 21Q: 3 clusters Score -5109386 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5109496.500000 Penalty: 5249.892578
	Iteration 22Q: 3 clusters Score -5109496 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -5109593.000000 Penalty: 5249.892578
	Iteration 23Q: 3 clusters Score -5109593 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5109699.500000 Penalty: 5249.892578
	Iteration 24Q: 3 clusters Score -5109700 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5109786.000000 Penalty: 5249.892578
	Iteration 25Q: 3 clusters Score -5109786 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5109863.000000 Penalty: 5249.892578
	Iteration 26Q: 3 clusters Score -5109863 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5109937.500000 Penalty: 5249.892578
	Iteration 27Q: 3 clusters Score -5109938 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5110018.000000 Penalty: 5249.892578
	Iteration 28Q: 3 clusters Score -5110018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5110121.000000 Penalty: 5249.892578
	Iteration 29Q: 3 clusters Score -5110121 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -5110229.500000 Penalty: 5249.892578
	Iteration 30Q: 3 clusters Score -5110230 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5110317.500000 Penalty: 5249.892578
	Iteration 31Q: 3 clusters Score -5110318 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5110429.000000 Penalty: 5249.892578
	Iteration 32Q: 3 clusters Score -5110429 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -5110519.000000 Penalty: 5249.892578
	Iteration 33Q: 3 clusters Score -5110519 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -5110617.000000 Penalty: 5249.892578
	Iteration 34Q: 3 clusters Score -5110617 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5110686.000000 Penalty: 5249.892578
	Iteration 35Q: 3 clusters Score -5110686 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5110775.500000 Penalty: 5249.892578
	Iteration 36Q: 3 clusters Score -5110776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -5110826.000000 Penalty: 5249.892578
	Iteration 37Q: 3 clusters Score -5110826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -5110877.000000 Penalty: 5249.892578
	Iteration 38Q: 3 clusters Score -5110877 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5110909.500000 Penalty: 5249.892578
	Iteration 39Q: 3 clusters Score -5110910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5110946.000000 Penalty: 5249.892578
	Iteration 40F: 3 clusters Score -5110946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5110982.000000 Penalty: 5249.892578
	Iteration 41Q: 3 clusters Score -5110982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5111015.000000 Penalty: 5249.892578
	Iteration 42Q: 3 clusters Score -5111015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5111048.000000 Penalty: 5249.892578
	Iteration 43Q: 3 clusters Score -5111048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -5111097.500000 Penalty: 5249.892578
	Iteration 44Q: 3 clusters Score -5111098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -5111104.500000 Penalty: 5249.892578
	Iteration 45Q: 3 clusters Score -5111104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5111122.500000 Penalty: 5249.892578
	Iteration 46Q: 3 clusters Score -5111122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5111144.500000 Penalty: 5249.892578
	Iteration 47Q: 3 clusters Score -5111144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5111177.000000 Penalty: 5249.892578
	Iteration 48Q: 3 clusters Score -5111177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5111186.000000 Penalty: 5249.892578
	Iteration 49Q: 3 clusters Score -5111186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5111208.000000 Penalty: 5249.892578
	Iteration 50Q: 3 clusters Score -5111208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5111222.000000 Penalty: 5249.892578
	Iteration 51Q: 3 clusters Score -5111222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5111235.000000 Penalty: 5249.892578
	Iteration 52Q: 3 clusters Score -5111235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5111247.000000 Penalty: 5249.892578
	Iteration 53Q: 3 clusters Score -5111247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -5111252.000000 Penalty: 5249.892578
	Iteration 54Q: 3 clusters Score -5111252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -5111250.000000 Penalty: 5249.892578
	Iteration 55Q: 3 clusters Score -5111250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5111254.500000 Penalty: 5249.892578
	Iteration 56Q: 3 clusters Score -5111254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -5111265.000000 Penalty: 5249.892578
	Iteration 57Q: 3 clusters Score -5111265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5111271.500000 Penalty: 5249.892578
	Iteration 58Q: 3 clusters Score -5111272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5111270.500000 Penalty: 5249.892578
	Iteration 59Q: 3 clusters Score -5111270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5111269.000000 Penalty: 5249.892578
	Iteration 60F: 3 clusters Score -5111269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -5111273.000000 Penalty: 5249.892578
	Iteration 61Q: 3 clusters Score -5111273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -5111274.000000 Penalty: 5249.892578
	Iteration 62Q: 3 clusters Score -5111274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5111277.000000 Penalty: 5249.892578
	Iteration 63Q: 3 clusters Score -5111277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -5111277.500000 Penalty: 5249.892578
	Iteration 64Q: 3 clusters Score -5111278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5111286.500000 Penalty: 5249.892578
	Iteration 65Q: 3 clusters Score -5111286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5111283.500000 Penalty: 5249.892578
	Iteration 66Q: 3 clusters Score -5111284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -5111281.500000 Penalty: 5249.892578
	Iteration 67Q: 3 clusters Score -5111282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5111283.000000 Penalty: 5249.892578
	Iteration 68Q: 3 clusters Score -5111283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5111281.500000 Penalty: 5249.892578
	Iteration 69Q: 3 clusters Score -5111282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5111277.000000 Penalty: 5249.892578
	Iteration 70Q: 3 clusters Score -5111277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5111277.500000 Penalty: 5249.892578
	Iteration 71Q: 3 clusters Score -5111278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5111275.000000 Penalty: 5249.892578
	Iteration 72Q: 3 clusters Score -5111275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5111275.000000 Penalty: 5249.892578
	Iteration 73Q: 3 clusters Score -5111275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -5111276.000000 Penalty: 5249.892578
	Iteration 74Q: 3 clusters Score -5111276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5111283.500000 Penalty: 5249.892578
	Iteration 75Q: 3 clusters Score -5111284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5111287.500000 Penalty: 5249.892578
	Iteration 76Q: 3 clusters Score -5111288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5111290.500000 Penalty: 5249.892578
	Iteration 77Q: 3 clusters Score -5111290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -5111292.500000 Penalty: 5249.892578
	Iteration 78Q: 3 clusters Score -5111292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5111292.500000 Penalty: 5249.892578
	Iteration 79Q: 3 clusters Score -5111292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5111296.000000 Penalty: 5249.892578
	Iteration 80F: 3 clusters Score -5111296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5111290.000000 Penalty: 5249.892578
	Iteration 81Q: 3 clusters Score -5111290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -5111295.000000 Penalty: 5249.892578
	Iteration 82Q: 3 clusters Score -5111295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -5111295.000000 Penalty: 5249.892578
	Iteration 83F: 3 clusters Score -5111295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -104313.453125 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -104313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102478.484375 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -102478.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103093.343750 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -103093.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103342.289062 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -103342.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103512.093750 Penalty: 3404.446533
	Iteration 3F: 3 clusters Score -103512.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -103635.632812 Penalty: 3404.446533
	Iteration 4F: 3 clusters Score -103635.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -103717.273438 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -103717.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103772.671875 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -103772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -103811.335938 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -103811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -103853.976562 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -103854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -103885.687500 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -103885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -103906.203125 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -103906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103915.093750 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -103915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -103922.617188 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -103922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -103924.007812 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -103924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -103930.460938 Penalty: 3404.446533
	Iteration 14Q: 3 clusters Score -103930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -103932.289062 Penalty: 3404.446533
	Iteration 15Q: 3 clusters Score -103932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -103934.187500 Penalty: 3404.446533
	Iteration 16Q: 3 clusters Score -103934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -103944.773438 Penalty: 3404.446533
	Iteration 17Q: 3 clusters Score -103944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103955.398438 Penalty: 3404.446533
	Iteration 18Q: 3 clusters Score -103955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -103958.164062 Penalty: 3404.446533
	Iteration 19Q: 3 clusters Score -103958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -103961.046875 Penalty: 3404.446533
	Iteration 20F: 3 clusters Score -103961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103963.421875 Penalty: 3404.446533
	Iteration 21Q: 3 clusters Score -103963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103963.421875 Penalty: 3404.446533
	Iteration 22F: 3 clusters Score -103963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75598 members 
Entering Unmasked Estep 
Score: -9461105.000000 Penalty: 2785.829834
	Iteration 0F: 2 clusters Score -9461105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -9410602.000000 Penalty: 5571.659668
	Iteration 0F: 3 clusters Score -9410602 nChanged 35255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -9430199.000000 Penalty: 5571.659668
	Iteration 1F: 3 clusters Score -9430199 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -9430729.000000 Penalty: 5571.659668
	Iteration 2Q: 3 clusters Score -9430729 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -9431264.000000 Penalty: 5571.659668
	Iteration 3Q: 3 clusters Score -9431264 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -9431961.000000 Penalty: 5571.659668
	Iteration 4Q: 3 clusters Score -9431961 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -9432822.000000 Penalty: 5571.659668
	Iteration 5Q: 3 clusters Score -9432822 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -9434208.000000 Penalty: 5571.659668
	Iteration 6Q: 3 clusters Score -9434208 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -9436482.000000 Penalty: 5571.659668
	Iteration 7F: 3 clusters Score -9436482 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -9440167.000000 Penalty: 5571.659668
	Iteration 8F: 3 clusters Score -9440167 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -9445388.000000 Penalty: 5571.659668
	Iteration 9F: 3 clusters Score -9445388 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -9451048.000000 Penalty: 5571.659668
	Iteration 10F: 3 clusters Score -9451048 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -9455207.000000 Penalty: 5571.659668
	Iteration 11F: 3 clusters Score -9455207 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -9457409.000000 Penalty: 5571.659668
	Iteration 12Q: 3 clusters Score -9457409 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -9458115.000000 Penalty: 5571.659668
	Iteration 13Q: 3 clusters Score -9458115 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -9458370.000000 Penalty: 5571.659668
	Iteration 14Q: 3 clusters Score -9458370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -9458484.000000 Penalty: 5571.659668
	Iteration 15Q: 3 clusters Score -9458484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -9458529.000000 Penalty: 5571.659668
	Iteration 16Q: 3 clusters Score -9458529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -9458566.000000 Penalty: 5571.659668
	Iteration 17Q: 3 clusters Score -9458566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -9458597.000000 Penalty: 5571.659668
	Iteration 18Q: 3 clusters Score -9458597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -9458607.000000 Penalty: 5571.659668
	Iteration 19Q: 3 clusters Score -9458607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9458615.000000 Penalty: 5571.659668
	Iteration 20F: 3 clusters Score -9458615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -9458615.000000 Penalty: 5571.659668
	Iteration 21Q: 3 clusters Score -9458615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9458634.000000 Penalty: 5571.659668
	Iteration 22Q: 3 clusters Score -9458634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -9458644.000000 Penalty: 5571.659668
	Iteration 23Q: 3 clusters Score -9458644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -9458644.000000 Penalty: 5571.659668
	Iteration 24Q: 3 clusters Score -9458644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -9458642.000000 Penalty: 5571.659668
	Iteration 25Q: 3 clusters Score -9458642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -9458645.000000 Penalty: 5571.659668
	Iteration 26Q: 3 clusters Score -9458645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -9458651.000000 Penalty: 5571.659668
	Iteration 27Q: 3 clusters Score -9458651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -9458651.000000 Penalty: 5571.659668
	Iteration 28F: 3 clusters Score -9458651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -421897.625000 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -421897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -418370.843750 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -418370.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -419105.937500 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -419105.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -419268.937500 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -419268.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -419374.218750 Penalty: 4029.725586
	Iteration 3Q: 3 clusters Score -419374.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419456.125000 Penalty: 4029.725586
	Iteration 4Q: 3 clusters Score -419456.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419535.750000 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -419535.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -419591.562500 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -419591.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -419625.656250 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -419625.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -419652.093750 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -419652.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -419670.687500 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -419670.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -419688.093750 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -419688.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -419715.093750 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -419715.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -419736.218750 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -419736.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -419758.093750 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -419758.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -419784.062500 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -419784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -419804.187500 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -419804.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -419829.093750 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -419829.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -419847.000000 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -419847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -419873.187500 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -419873.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -419901.937500 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -419901.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -419929.375000 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -419929.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -419955.562500 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -419955.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -419992.000000 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -419992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -420036.062500 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -420036.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -420085.781250 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -420085.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -420139.562500 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -420139.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -420193.281250 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -420193.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -420251.062500 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -420251.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -420312.468750 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -420312.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -420383.968750 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -420384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -420458.031250 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -420458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -420522.531250 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -420522.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -420589.625000 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -420589.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -420638.062500 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -420638.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -420661.968750 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -420662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -420675.156250 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -420675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -420679.875000 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -420679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -420684.468750 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -420684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -420691.187500 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -420691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -420693.062500 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -420693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -420693.750000 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -420693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -420694.437500 Penalty: 4029.725586
	Iteration 41Q: 3 clusters Score -420694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -420695.437500 Penalty: 4029.725586
	Iteration 42Q: 3 clusters Score -420695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -420695.437500 Penalty: 4029.725586
	Iteration 43F: 3 clusters Score -420695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -935814.187500 Penalty: 2216.625488
	Iteration 0F: 2 clusters Score -935814.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -929607.687500 Penalty: 4433.250977
	Iteration 0F: 3 clusters Score -929607.7 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -931318.125000 Penalty: 4433.250977
	Iteration 1F: 3 clusters Score -931318.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -931804.000000 Penalty: 4433.250977
	Iteration 2F: 3 clusters Score -931804 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -932217.562500 Penalty: 4433.250977
	Iteration 3F: 3 clusters Score -932217.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -932542.437500 Penalty: 4433.250977
	Iteration 4F: 3 clusters Score -932542.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -932764.937500 Penalty: 4433.250977
	Iteration 5Q: 3 clusters Score -932764.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -932940.062500 Penalty: 4433.250977
	Iteration 6Q: 3 clusters Score -932940.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -933077.500000 Penalty: 4433.250977
	Iteration 7Q: 3 clusters Score -933077.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -933198.812500 Penalty: 4433.250977
	Iteration 8Q: 3 clusters Score -933198.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -933304.250000 Penalty: 4433.250977
	Iteration 9Q: 3 clusters Score -933304.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -933396.062500 Penalty: 4433.250977
	Iteration 10Q: 3 clusters Score -933396.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -933464.875000 Penalty: 4433.250977
	Iteration 11Q: 3 clusters Score -933464.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -933521.625000 Penalty: 4433.250977
	Iteration 12Q: 3 clusters Score -933521.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -933572.250000 Penalty: 4433.250977
	Iteration 13Q: 3 clusters Score -933572.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -933620.375000 Penalty: 4433.250977
	Iteration 14Q: 3 clusters Score -933620.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -933669.625000 Penalty: 4433.250977
	Iteration 15Q: 3 clusters Score -933669.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -933719.000000 Penalty: 4433.250977
	Iteration 16Q: 3 clusters Score -933719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -933756.125000 Penalty: 4433.250977
	Iteration 17Q: 3 clusters Score -933756.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -933782.812500 Penalty: 4433.250977
	Iteration 18Q: 3 clusters Score -933782.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -933807.000000 Penalty: 4433.250977
	Iteration 19Q: 3 clusters Score -933807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -933830.375000 Penalty: 4433.250977
	Iteration 20F: 3 clusters Score -933830.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -933847.937500 Penalty: 4433.250977
	Iteration 21Q: 3 clusters Score -933847.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -933860.750000 Penalty: 4433.250977
	Iteration 22Q: 3 clusters Score -933860.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -933879.625000 Penalty: 4433.250977
	Iteration 23Q: 3 clusters Score -933879.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -933894.312500 Penalty: 4433.250977
	Iteration 24Q: 3 clusters Score -933894.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -933904.812500 Penalty: 4433.250977
	Iteration 25Q: 3 clusters Score -933904.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -933916.000000 Penalty: 4433.250977
	Iteration 26Q: 3 clusters Score -933916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -933927.562500 Penalty: 4433.250977
	Iteration 27Q: 3 clusters Score -933927.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -933930.937500 Penalty: 4433.250977
	Iteration 28Q: 3 clusters Score -933930.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -933938.937500 Penalty: 4433.250977
	Iteration 29Q: 3 clusters Score -933938.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -933946.937500 Penalty: 4433.250977
	Iteration 30Q: 3 clusters Score -933946.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -933954.937500 Penalty: 4433.250977
	Iteration 31Q: 3 clusters Score -933954.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -933961.875000 Penalty: 4433.250977
	Iteration 32Q: 3 clusters Score -933961.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -933966.500000 Penalty: 4433.250977
	Iteration 33Q: 3 clusters Score -933966.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -933975.687500 Penalty: 4433.250977
	Iteration 34Q: 3 clusters Score -933975.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -933981.125000 Penalty: 4433.250977
	Iteration 35Q: 3 clusters Score -933981.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -933991.125000 Penalty: 4433.250977
	Iteration 36Q: 3 clusters Score -933991.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -933998.625000 Penalty: 4433.250977
	Iteration 37Q: 3 clusters Score -933998.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -934007.125000 Penalty: 4433.250977
	Iteration 38Q: 3 clusters Score -934007.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -934013.000000 Penalty: 4433.250977
	Iteration 39Q: 3 clusters Score -934013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -934022.187500 Penalty: 4433.250977
	Iteration 40F: 3 clusters Score -934022.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -934025.937500 Penalty: 4433.250977
	Iteration 41Q: 3 clusters Score -934025.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -934035.562500 Penalty: 4433.250977
	Iteration 42Q: 3 clusters Score -934035.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -934045.687500 Penalty: 4433.250977
	Iteration 43Q: 3 clusters Score -934045.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -934052.875000 Penalty: 4433.250977
	Iteration 44Q: 3 clusters Score -934052.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -934065.187500 Penalty: 4433.250977
	Iteration 45Q: 3 clusters Score -934065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -934083.250000 Penalty: 4433.250977
	Iteration 46Q: 3 clusters Score -934083.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -934096.562500 Penalty: 4433.250977
	Iteration 47Q: 3 clusters Score -934096.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -934110.187500 Penalty: 4433.250977
	Iteration 48Q: 3 clusters Score -934110.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -934124.437500 Penalty: 4433.250977
	Iteration 49Q: 3 clusters Score -934124.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -934140.062500 Penalty: 4433.250977
	Iteration 50Q: 3 clusters Score -934140.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -934155.250000 Penalty: 4433.250977
	Iteration 51Q: 3 clusters Score -934155.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -934165.687500 Penalty: 4433.250977
	Iteration 52Q: 3 clusters Score -934165.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -934175.437500 Penalty: 4433.250977
	Iteration 53Q: 3 clusters Score -934175.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -934184.500000 Penalty: 4433.250977
	Iteration 54Q: 3 clusters Score -934184.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -934196.375000 Penalty: 4433.250977
	Iteration 55Q: 3 clusters Score -934196.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -934210.250000 Penalty: 4433.250977
	Iteration 56Q: 3 clusters Score -934210.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -934224.062500 Penalty: 4433.250977
	Iteration 57Q: 3 clusters Score -934224.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -934249.250000 Penalty: 4433.250977
	Iteration 58Q: 3 clusters Score -934249.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -934267.062500 Penalty: 4433.250977
	Iteration 59Q: 3 clusters Score -934267.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -934282.062500 Penalty: 4433.250977
	Iteration 60F: 3 clusters Score -934282.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -934300.187500 Penalty: 4433.250977
	Iteration 61Q: 3 clusters Score -934300.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -934328.062500 Penalty: 4433.250977
	Iteration 62Q: 3 clusters Score -934328.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -934360.000000 Penalty: 4433.250977
	Iteration 63Q: 3 clusters Score -934360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -934386.187500 Penalty: 4433.250977
	Iteration 64Q: 3 clusters Score -934386.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -934408.750000 Penalty: 4433.250977
	Iteration 65Q: 3 clusters Score -934408.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -934440.875000 Penalty: 4433.250977
	Iteration 66Q: 3 clusters Score -934440.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -934472.062500 Penalty: 4433.250977
	Iteration 67Q: 3 clusters Score -934472.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -934498.750000 Penalty: 4433.250977
	Iteration 68Q: 3 clusters Score -934498.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -934511.812500 Penalty: 4433.250977
	Iteration 69Q: 3 clusters Score -934511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -934524.625000 Penalty: 4433.250977
	Iteration 70Q: 3 clusters Score -934524.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -934538.312500 Penalty: 4433.250977
	Iteration 71Q: 3 clusters Score -934538.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -934548.562500 Penalty: 4433.250977
	Iteration 72Q: 3 clusters Score -934548.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -934560.250000 Penalty: 4433.250977
	Iteration 73Q: 3 clusters Score -934560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -934574.437500 Penalty: 4433.250977
	Iteration 74Q: 3 clusters Score -934574.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -934582.312500 Penalty: 4433.250977
	Iteration 75Q: 3 clusters Score -934582.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -934592.875000 Penalty: 4433.250977
	Iteration 76Q: 3 clusters Score -934592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -934599.562500 Penalty: 4433.250977
	Iteration 77Q: 3 clusters Score -934599.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -934605.312500 Penalty: 4433.250977
	Iteration 78Q: 3 clusters Score -934605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -934613.437500 Penalty: 4433.250977
	Iteration 79Q: 3 clusters Score -934613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -934616.250000 Penalty: 4433.250977
	Iteration 80F: 3 clusters Score -934616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -934616.937500 Penalty: 4433.250977
	Iteration 81Q: 3 clusters Score -934616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -934615.500000 Penalty: 4433.250977
	Iteration 82Q: 3 clusters Score -934615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -934619.562500 Penalty: 4433.250977
	Iteration 83Q: 3 clusters Score -934619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -934617.562500 Penalty: 4433.250977
	Iteration 84Q: 3 clusters Score -934617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -934617.562500 Penalty: 4433.250977
	Iteration 85Q: 3 clusters Score -934617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -934617.937500 Penalty: 4433.250977
	Iteration 86Q: 3 clusters Score -934617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -934619.500000 Penalty: 4433.250977
	Iteration 87Q: 3 clusters Score -934619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -934619.375000 Penalty: 4433.250977
	Iteration 88Q: 3 clusters Score -934619.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -934619.375000 Penalty: 4433.250977
	Iteration 89F: 3 clusters Score -934619.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -41010.050781 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -41010.05 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 199 members 
Entering Unmasked Estep 
Score: -39697.000000 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -39697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39899.218750 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -39899.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39957.777344 Penalty: 2964.270020
	Iteration 2Q: 3 clusters Score -39957.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40000.437500 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -40000.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40031.929688 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -40031.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40080.539062 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -40080.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40114.839844 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -40114.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40145.402344 Penalty: 2964.270020
	Iteration 7Q: 3 clusters Score -40145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40184.363281 Penalty: 2964.270020
	Iteration 8Q: 3 clusters Score -40184.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40214.972656 Penalty: 2964.270020
	Iteration 9Q: 3 clusters Score -40214.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40270.960938 Penalty: 2964.270020
	Iteration 10Q: 3 clusters Score -40270.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40328.574219 Penalty: 2964.270020
	Iteration 11Q: 3 clusters Score -40328.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40387.722656 Penalty: 2964.270020
	Iteration 12Q: 3 clusters Score -40387.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40412.656250 Penalty: 2964.270020
	Iteration 13Q: 3 clusters Score -40412.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40444.585938 Penalty: 2964.270020
	Iteration 14Q: 3 clusters Score -40444.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40510.027344 Penalty: 2964.270020
	Iteration 15Q: 3 clusters Score -40510.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40556.769531 Penalty: 2964.270020
	Iteration 16Q: 3 clusters Score -40556.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40585.679688 Penalty: 2964.270020
	Iteration 17Q: 3 clusters Score -40585.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40600.828125 Penalty: 2964.270020
	Iteration 18Q: 3 clusters Score -40600.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40604.261719 Penalty: 2964.270020
	Iteration 19Q: 3 clusters Score -40604.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40604.402344 Penalty: 2964.270020
	Iteration 20F: 3 clusters Score -40604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40607.277344 Penalty: 2964.270020
	Iteration 21Q: 3 clusters Score -40607.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40607.277344 Penalty: 2964.270020
	Iteration 22F: 3 clusters Score -40607.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Entering Unmasked Estep 
Score: -6106481.500000 Penalty: 2668.666016
	Iteration 0F: 2 clusters Score -6106482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6074542.000000 Penalty: 5337.332031
	Iteration 0F: 3 clusters Score -6074542 nChanged 21815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6086451.000000 Penalty: 5337.332031
	Iteration 1F: 3 clusters Score -6086451 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6086981.000000 Penalty: 5337.332031
	Iteration 2Q: 3 clusters Score -6086981 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6087467.500000 Penalty: 5337.332031
	Iteration 3Q: 3 clusters Score -6087468 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6087937.500000 Penalty: 5337.332031
	Iteration 4Q: 3 clusters Score -6087938 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -6088483.000000 Penalty: 5337.332031
	Iteration 5Q: 3 clusters Score -6088483 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -6089155.000000 Penalty: 5337.332031
	Iteration 6Q: 3 clusters Score -6089155 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -6090106.500000 Penalty: 5337.332031
	Iteration 7Q: 3 clusters Score -6090106 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -6091436.000000 Penalty: 5337.332031
	Iteration 8Q: 3 clusters Score -6091436 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -6093331.500000 Penalty: 5337.332031
	Iteration 9F: 3 clusters Score -6093332 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -6095487.000000 Penalty: 5337.332031
	Iteration 10F: 3 clusters Score -6095487 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6097628.000000 Penalty: 5337.332031
	Iteration 11F: 3 clusters Score -6097628 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -6099474.500000 Penalty: 5337.332031
	Iteration 12Q: 3 clusters Score -6099474 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -6100802.000000 Penalty: 5337.332031
	Iteration 13Q: 3 clusters Score -6100802 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6101763.000000 Penalty: 5337.332031
	Iteration 14Q: 3 clusters Score -6101763 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -6102390.500000 Penalty: 5337.332031
	Iteration 15Q: 3 clusters Score -6102390 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -6102861.000000 Penalty: 5337.332031
	Iteration 16Q: 3 clusters Score -6102861 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -6103144.500000 Penalty: 5337.332031
	Iteration 17Q: 3 clusters Score -6103144 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -6103385.500000 Penalty: 5337.332031
	Iteration 18Q: 3 clusters Score -6103386 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6103574.500000 Penalty: 5337.332031
	Iteration 19Q: 3 clusters Score -6103574 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6103687.500000 Penalty: 5337.332031
	Iteration 20F: 3 clusters Score -6103688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6103771.500000 Penalty: 5337.332031
	Iteration 21Q: 3 clusters Score -6103772 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6103870.000000 Penalty: 5337.332031
	Iteration 22Q: 3 clusters Score -6103870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6103921.500000 Penalty: 5337.332031
	Iteration 23Q: 3 clusters Score -6103922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -6103991.000000 Penalty: 5337.332031
	Iteration 24Q: 3 clusters Score -6103991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -6104038.500000 Penalty: 5337.332031
	Iteration 25Q: 3 clusters Score -6104038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -6104066.000000 Penalty: 5337.332031
	Iteration 26Q: 3 clusters Score -6104066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6104103.500000 Penalty: 5337.332031
	Iteration 27Q: 3 clusters Score -6104104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -6104114.000000 Penalty: 5337.332031
	Iteration 28Q: 3 clusters Score -6104114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6104127.000000 Penalty: 5337.332031
	Iteration 29Q: 3 clusters Score -6104127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6104143.000000 Penalty: 5337.332031
	Iteration 30Q: 3 clusters Score -6104143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -6104142.500000 Penalty: 5337.332031
	Iteration 31Q: 3 clusters Score -6104142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -6104147.500000 Penalty: 5337.332031
	Iteration 32Q: 3 clusters Score -6104148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -6104161.500000 Penalty: 5337.332031
	Iteration 33Q: 3 clusters Score -6104162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -6104166.000000 Penalty: 5337.332031
	Iteration 34Q: 3 clusters Score -6104166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6104178.000000 Penalty: 5337.332031
	Iteration 35Q: 3 clusters Score -6104178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -6104170.500000 Penalty: 5337.332031
	Iteration 36Q: 3 clusters Score -6104170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -6104185.000000 Penalty: 5337.332031
	Iteration 37Q: 3 clusters Score -6104185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -6104189.000000 Penalty: 5337.332031
	Iteration 38Q: 3 clusters Score -6104189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -6104188.500000 Penalty: 5337.332031
	Iteration 39Q: 3 clusters Score -6104188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6104189.500000 Penalty: 5337.332031
	Iteration 40F: 3 clusters Score -6104190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -6104193.500000 Penalty: 5337.332031
	Iteration 41Q: 3 clusters Score -6104194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6104197.000000 Penalty: 5337.332031
	Iteration 42Q: 3 clusters Score -6104197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -6104199.500000 Penalty: 5337.332031
	Iteration 43Q: 3 clusters Score -6104200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6104200.500000 Penalty: 5337.332031
	Iteration 44Q: 3 clusters Score -6104200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6104204.500000 Penalty: 5337.332031
	Iteration 45Q: 3 clusters Score -6104204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -6104208.000000 Penalty: 5337.332031
	Iteration 46Q: 3 clusters Score -6104208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -6104208.000000 Penalty: 5337.332031
	Iteration 47Q: 3 clusters Score -6104208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6104210.000000 Penalty: 5337.332031
	Iteration 48Q: 3 clusters Score -6104210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6104212.500000 Penalty: 5337.332031
	Iteration 49Q: 3 clusters Score -6104212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6104208.500000 Penalty: 5337.332031
	Iteration 50Q: 3 clusters Score -6104208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -6104208.000000 Penalty: 5337.332031
	Iteration 51Q: 3 clusters Score -6104208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -6104209.000000 Penalty: 5337.332031
	Iteration 52Q: 3 clusters Score -6104209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6104224.000000 Penalty: 5337.332031
	Iteration 53Q: 3 clusters Score -6104224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6104227.500000 Penalty: 5337.332031
	Iteration 54Q: 3 clusters Score -6104228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -6104224.500000 Penalty: 5337.332031
	Iteration 55Q: 3 clusters Score -6104224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -6104223.000000 Penalty: 5337.332031
	Iteration 56Q: 3 clusters Score -6104223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -6104229.000000 Penalty: 5337.332031
	Iteration 57Q: 3 clusters Score -6104229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -6104226.500000 Penalty: 5337.332031
	Iteration 58Q: 3 clusters Score -6104226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6104233.000000 Penalty: 5337.332031
	Iteration 59Q: 3 clusters Score -6104233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -6104225.500000 Penalty: 5337.332031
	Iteration 60F: 3 clusters Score -6104226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -6104232.500000 Penalty: 5337.332031
	Iteration 61Q: 3 clusters Score -6104232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -6104229.500000 Penalty: 5337.332031
	Iteration 62Q: 3 clusters Score -6104230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6104233.000000 Penalty: 5337.332031
	Iteration 63Q: 3 clusters Score -6104233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6104235.000000 Penalty: 5337.332031
	Iteration 64Q: 3 clusters Score -6104235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -6104235.000000 Penalty: 5337.332031
	Iteration 65Q: 3 clusters Score -6104235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6104236.000000 Penalty: 5337.332031
	Iteration 66Q: 3 clusters Score -6104236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -6104235.500000 Penalty: 5337.332031
	Iteration 67Q: 3 clusters Score -6104236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -6104235.500000 Penalty: 5337.332031
	Iteration 68F: 3 clusters Score -6104236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -68198.617188 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -68198.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66627.664062 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -66627.66 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66998.429688 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -66998.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67197.835938 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67197.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67298.218750 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67298.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67403.976562 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67403.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67484.093750 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67484.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67573.960938 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67573.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67626.359375 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67626.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67637.437500 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -67637.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67645.718750 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -67645.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67655.507812 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -67655.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67671.757812 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -67671.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67682.523438 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -67682.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67682.523438 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -67682.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (199711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Entering Unmasked Estep 
Score: -25556988.000000 Penalty: 3026.747559
	Iteration 0F: 2 clusters Score -2.555699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -25429698.000000 Penalty: 6053.495117
	Iteration 0F: 3 clusters Score -2.54297e+07 nChanged 96035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -25485338.000000 Penalty: 6053.495117
	Iteration 1F: 3 clusters Score -2.548534e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -25486120.000000 Penalty: 6053.495117
	Iteration 2Q: 3 clusters Score -2.548612e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -25487164.000000 Penalty: 6053.495117
	Iteration 3Q: 3 clusters Score -2.548716e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -25488224.000000 Penalty: 6053.495117
	Iteration 4Q: 3 clusters Score -2.548822e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104314 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -25490088.000000 Penalty: 6053.495117
	Iteration 5Q: 3 clusters Score -2.549009e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -25493186.000000 Penalty: 6053.495117
	Iteration 6Q: 3 clusters Score -2.549319e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -25498620.000000 Penalty: 6053.495117
	Iteration 7Q: 3 clusters Score -2.549862e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -25507502.000000 Penalty: 6053.495117
	Iteration 8F: 3 clusters Score -2.55075e+07 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119575 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -25520080.000000 Penalty: 6053.495117
	Iteration 9F: 3 clusters Score -2.552008e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -25530152.000000 Penalty: 6053.495117
	Iteration 10F: 3 clusters Score -2.553015e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125945 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -25534984.000000 Penalty: 6053.495117
	Iteration 11Q: 3 clusters Score -2.553498e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128472 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -25537638.000000 Penalty: 6053.495117
	Iteration 12Q: 3 clusters Score -2.553764e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -25539940.000000 Penalty: 6053.495117
	Iteration 13Q: 3 clusters Score -2.553994e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134345 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -25542416.000000 Penalty: 6053.495117
	Iteration 14Q: 3 clusters Score -2.554242e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137562 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -25544768.000000 Penalty: 6053.495117
	Iteration 15Q: 3 clusters Score -2.554477e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140707 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -25547470.000000 Penalty: 6053.495117
	Iteration 16Q: 3 clusters Score -2.554747e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -25549732.000000 Penalty: 6053.495117
	Iteration 17Q: 3 clusters Score -2.554973e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146335 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -25551600.000000 Penalty: 6053.495117
	Iteration 18Q: 3 clusters Score -2.55516e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -25553352.000000 Penalty: 6053.495117
	Iteration 19Q: 3 clusters Score -2.555335e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -25554838.000000 Penalty: 6053.495117
	Iteration 20F: 3 clusters Score -2.555484e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153026 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -25555676.000000 Penalty: 6053.495117
	Iteration 21Q: 3 clusters Score -2.555568e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -25556380.000000 Penalty: 6053.495117
	Iteration 22Q: 3 clusters Score -2.555638e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -25556952.000000 Penalty: 6053.495117
	Iteration 23Q: 3 clusters Score -2.555695e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -25557520.000000 Penalty: 6053.495117
	Iteration 24Q: 3 clusters Score -2.555752e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159267 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -25557764.000000 Penalty: 6053.495117
	Iteration 25Q: 3 clusters Score -2.555776e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160627 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -25558066.000000 Penalty: 6053.495117
	Iteration 26Q: 3 clusters Score -2.555807e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -25558242.000000 Penalty: 6053.495117
	Iteration 27Q: 3 clusters Score -2.555824e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -25558222.000000 Penalty: 6053.495117
	Iteration 28Q: 3 clusters Score -2.555822e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -25558234.000000 Penalty: 6053.495117
	Iteration 29Q: 3 clusters Score -2.555823e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -25558370.000000 Penalty: 6053.495117
	Iteration 30Q: 3 clusters Score -2.555837e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -25558468.000000 Penalty: 6053.495117
	Iteration 31Q: 3 clusters Score -2.555847e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -25558530.000000 Penalty: 6053.495117
	Iteration 32Q: 3 clusters Score -2.555853e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -25558712.000000 Penalty: 6053.495117
	Iteration 33Q: 3 clusters Score -2.555871e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169893 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -25558854.000000 Penalty: 6053.495117
	Iteration 34Q: 3 clusters Score -2.555885e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170925 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -25558892.000000 Penalty: 6053.495117
	Iteration 35Q: 3 clusters Score -2.555889e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171947 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -25558930.000000 Penalty: 6053.495117
	Iteration 36Q: 3 clusters Score -2.555893e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172905 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -25558902.000000 Penalty: 6053.495117
	Iteration 37Q: 3 clusters Score -2.55589e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173794 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -25558924.000000 Penalty: 6053.495117
	Iteration 38Q: 3 clusters Score -2.555892e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174663 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -25558850.000000 Penalty: 6053.495117
	Iteration 39Q: 3 clusters Score -2.555885e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -25558796.000000 Penalty: 6053.495117
	Iteration 40F: 3 clusters Score -2.55588e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176280 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -25558844.000000 Penalty: 6053.495117
	Iteration 41Q: 3 clusters Score -2.555884e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -25558804.000000 Penalty: 6053.495117
	Iteration 42Q: 3 clusters Score -2.55588e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177742 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -25558892.000000 Penalty: 6053.495117
	Iteration 43Q: 3 clusters Score -2.555889e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178479 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -25558808.000000 Penalty: 6053.495117
	Iteration 44Q: 3 clusters Score -2.555881e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179181 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -25558742.000000 Penalty: 6053.495117
	Iteration 45Q: 3 clusters Score -2.555874e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179881 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -25558702.000000 Penalty: 6053.495117
	Iteration 46Q: 3 clusters Score -2.55587e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180553 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -25558664.000000 Penalty: 6053.495117
	Iteration 47Q: 3 clusters Score -2.555866e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181209 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -25558518.000000 Penalty: 6053.495117
	Iteration 48Q: 3 clusters Score -2.555852e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181808 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -25558490.000000 Penalty: 6053.495117
	Iteration 49Q: 3 clusters Score -2.555849e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182384 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -25558428.000000 Penalty: 6053.495117
	Iteration 50Q: 3 clusters Score -2.555843e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182927 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -25558492.000000 Penalty: 6053.495117
	Iteration 51Q: 3 clusters Score -2.555849e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183426 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -25558490.000000 Penalty: 6053.495117
	Iteration 52Q: 3 clusters Score -2.555849e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183908 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -25558436.000000 Penalty: 6053.495117
	Iteration 53Q: 3 clusters Score -2.555844e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184374 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -25558384.000000 Penalty: 6053.495117
	Iteration 54Q: 3 clusters Score -2.555838e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -25558262.000000 Penalty: 6053.495117
	Iteration 55Q: 3 clusters Score -2.555826e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185274 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -25558116.000000 Penalty: 6053.495117
	Iteration 56Q: 3 clusters Score -2.555812e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185735 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -25558138.000000 Penalty: 6053.495117
	Iteration 57Q: 3 clusters Score -2.555814e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186164 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -25558000.000000 Penalty: 6053.495117
	Iteration 58Q: 3 clusters Score -2.5558e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -25557942.000000 Penalty: 6053.495117
	Iteration 59Q: 3 clusters Score -2.555794e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187004 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -25557866.000000 Penalty: 6053.495117
	Iteration 60F: 3 clusters Score -2.555787e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187415 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -25557824.000000 Penalty: 6053.495117
	Iteration 61Q: 3 clusters Score -2.555782e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187806 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -25557748.000000 Penalty: 6053.495117
	Iteration 62Q: 3 clusters Score -2.555775e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188181 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -25557682.000000 Penalty: 6053.495117
	Iteration 63Q: 3 clusters Score -2.555768e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188522 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -25557706.000000 Penalty: 6053.495117
	Iteration 64Q: 3 clusters Score -2.555771e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188848 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -25557640.000000 Penalty: 6053.495117
	Iteration 65Q: 3 clusters Score -2.555764e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -25557570.000000 Penalty: 6053.495117
	Iteration 66Q: 3 clusters Score -2.555757e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189464 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -25557482.000000 Penalty: 6053.495117
	Iteration 67Q: 3 clusters Score -2.555748e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189747 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -25557418.000000 Penalty: 6053.495117
	Iteration 68Q: 3 clusters Score -2.555742e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190022 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -25557374.000000 Penalty: 6053.495117
	Iteration 69Q: 3 clusters Score -2.555737e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190304 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -25557324.000000 Penalty: 6053.495117
	Iteration 70Q: 3 clusters Score -2.555732e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190564 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -25557236.000000 Penalty: 6053.495117
	Iteration 71Q: 3 clusters Score -2.555724e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190801 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -25557160.000000 Penalty: 6053.495117
	Iteration 72Q: 3 clusters Score -2.555716e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191029 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -25557182.000000 Penalty: 6053.495117
	Iteration 73Q: 3 clusters Score -2.555718e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191273 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -25557144.000000 Penalty: 6053.495117
	Iteration 74Q: 3 clusters Score -2.555714e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191499 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -25557068.000000 Penalty: 6053.495117
	Iteration 75Q: 3 clusters Score -2.555707e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191711 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -25556986.000000 Penalty: 6053.495117
	Iteration 76Q: 3 clusters Score -2.555699e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191921 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -25556928.000000 Penalty: 6053.495117
	Iteration 77Q: 3 clusters Score -2.555693e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192116 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -25556926.000000 Penalty: 6053.495117
	Iteration 78Q: 3 clusters Score -2.555693e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -25556900.000000 Penalty: 6053.495117
	Iteration 79Q: 3 clusters Score -2.55569e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192494 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -25556880.000000 Penalty: 6053.495117
	Iteration 80F: 3 clusters Score -2.555688e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192685 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -25556930.000000 Penalty: 6053.495117
	Iteration 81Q: 3 clusters Score -2.555693e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192846 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -25556898.000000 Penalty: 6053.495117
	Iteration 82Q: 3 clusters Score -2.55569e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193005 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -25556858.000000 Penalty: 6053.495117
	Iteration 83Q: 3 clusters Score -2.555686e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193151 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -25556760.000000 Penalty: 6053.495117
	Iteration 84Q: 3 clusters Score -2.555676e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -25556734.000000 Penalty: 6053.495117
	Iteration 85Q: 3 clusters Score -2.555673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193392 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -25556700.000000 Penalty: 6053.495117
	Iteration 86Q: 3 clusters Score -2.55567e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193494 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -25556644.000000 Penalty: 6053.495117
	Iteration 87Q: 3 clusters Score -2.555664e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193600 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -25556598.000000 Penalty: 6053.495117
	Iteration 88Q: 3 clusters Score -2.55566e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193698 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -25556570.000000 Penalty: 6053.495117
	Iteration 89Q: 3 clusters Score -2.555657e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193801 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -25556508.000000 Penalty: 6053.495117
	Iteration 90Q: 3 clusters Score -2.555651e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193900 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -25556490.000000 Penalty: 6053.495117
	Iteration 91Q: 3 clusters Score -2.555649e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -25556422.000000 Penalty: 6053.495117
	Iteration 92Q: 3 clusters Score -2.555642e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194105 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -25556420.000000 Penalty: 6053.495117
	Iteration 93Q: 3 clusters Score -2.555642e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194209 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -25556408.000000 Penalty: 6053.495117
	Iteration 94Q: 3 clusters Score -2.555641e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194310 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -25556436.000000 Penalty: 6053.495117
	Iteration 95Q: 3 clusters Score -2.555644e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194402 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -25556404.000000 Penalty: 6053.495117
	Iteration 96Q: 3 clusters Score -2.55564e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194493 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -25556368.000000 Penalty: 6053.495117
	Iteration 97Q: 3 clusters Score -2.555637e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194579 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -25556380.000000 Penalty: 6053.495117
	Iteration 98Q: 3 clusters Score -2.555638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194648 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -25556356.000000 Penalty: 6053.495117
	Iteration 99Q: 3 clusters Score -2.555636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194696 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -25556358.000000 Penalty: 6053.495117
	Iteration 100F: 3 clusters Score -2.555636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194733 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -25556334.000000 Penalty: 6053.495117
	Iteration 101Q: 3 clusters Score -2.555633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194764 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -25556316.000000 Penalty: 6053.495117
	Iteration 102Q: 3 clusters Score -2.555632e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194793 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -25556342.000000 Penalty: 6053.495117
	Iteration 103Q: 3 clusters Score -2.555634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194826 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25556302.000000 Penalty: 6053.495117
	Iteration 104Q: 3 clusters Score -2.55563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194864 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -25556310.000000 Penalty: 6053.495117
	Iteration 105Q: 3 clusters Score -2.555631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194902 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -25556262.000000 Penalty: 6053.495117
	Iteration 106Q: 3 clusters Score -2.555626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194937 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -25556242.000000 Penalty: 6053.495117
	Iteration 107Q: 3 clusters Score -2.555624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194972 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -25556250.000000 Penalty: 6053.495117
	Iteration 108Q: 3 clusters Score -2.555625e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -25556256.000000 Penalty: 6053.495117
	Iteration 109Q: 3 clusters Score -2.555626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195057 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -25556256.000000 Penalty: 6053.495117
	Iteration 110Q: 3 clusters Score -2.555626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -25556224.000000 Penalty: 6053.495117
	Iteration 111Q: 3 clusters Score -2.555622e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -25556282.000000 Penalty: 6053.495117
	Iteration 112Q: 3 clusters Score -2.555628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195189 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -25556248.000000 Penalty: 6053.495117
	Iteration 113Q: 3 clusters Score -2.555625e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195245 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -25556266.000000 Penalty: 6053.495117
	Iteration 114Q: 3 clusters Score -2.555627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195302 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -25556254.000000 Penalty: 6053.495117
	Iteration 115Q: 3 clusters Score -2.555625e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195352 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -25556260.000000 Penalty: 6053.495117
	Iteration 116Q: 3 clusters Score -2.555626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195388 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -25556250.000000 Penalty: 6053.495117
	Iteration 117Q: 3 clusters Score -2.555625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195418 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -25556244.000000 Penalty: 6053.495117
	Iteration 118Q: 3 clusters Score -2.555624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195448 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -25556222.000000 Penalty: 6053.495117
	Iteration 119Q: 3 clusters Score -2.555622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195477 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -25556200.000000 Penalty: 6053.495117
	Iteration 120F: 3 clusters Score -2.55562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195506 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -25556174.000000 Penalty: 6053.495117
	Iteration 121Q: 3 clusters Score -2.555617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195528 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -25556156.000000 Penalty: 6053.495117
	Iteration 122Q: 3 clusters Score -2.555616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195545 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -25556120.000000 Penalty: 6053.495117
	Iteration 123Q: 3 clusters Score -2.555612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195567 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -25556124.000000 Penalty: 6053.495117
	Iteration 124Q: 3 clusters Score -2.555612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195585 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -25556106.000000 Penalty: 6053.495117
	Iteration 125Q: 3 clusters Score -2.555611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195604 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -25556128.000000 Penalty: 6053.495117
	Iteration 126Q: 3 clusters Score -2.555613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195621 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -25556114.000000 Penalty: 6053.495117
	Iteration 127Q: 3 clusters Score -2.555611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195630 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -25556116.000000 Penalty: 6053.495117
	Iteration 128Q: 3 clusters Score -2.555612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -25556108.000000 Penalty: 6053.495117
	Iteration 129Q: 3 clusters Score -2.555611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195644 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -25556102.000000 Penalty: 6053.495117
	Iteration 130Q: 3 clusters Score -2.55561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195650 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -25556114.000000 Penalty: 6053.495117
	Iteration 131Q: 3 clusters Score -2.555611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195657 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -25556084.000000 Penalty: 6053.495117
	Iteration 132Q: 3 clusters Score -2.555608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195661 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -25556074.000000 Penalty: 6053.495117
	Iteration 133Q: 3 clusters Score -2.555607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195664 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -25556076.000000 Penalty: 6053.495117
	Iteration 134Q: 3 clusters Score -2.555608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195666 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -25556088.000000 Penalty: 6053.495117
	Iteration 135Q: 3 clusters Score -2.555609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195666 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -25556088.000000 Penalty: 6053.495117
	Iteration 136F: 3 clusters Score -2.555609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -76816.414062 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -76816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75132.703125 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -75132.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75454.804688 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -75454.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75720.171875 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -75720.17 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76031.046875 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -76031.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -76330.960938 Penalty: 3250.750977
	Iteration 4F: 3 clusters Score -76330.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76622.289062 Penalty: 3250.750977
	Iteration 5F: 3 clusters Score -76622.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76722.937500 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -76722.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76791.453125 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -76791.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76831.070312 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -76831.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76857.335938 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -76857.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76866.687500 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -76866.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76897.390625 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -76897.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76933.218750 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -76933.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76972.250000 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -76972.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77021.523438 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -77021.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77061.968750 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -77061.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77092.953125 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -77092.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77133.218750 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -77133.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77190.976562 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -77190.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77259.195312 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -77259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77284.781250 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -77284.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77298.929688 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -77298.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77305.546875 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -77305.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77305.546875 Penalty: 3250.750977
	Iteration 23F: 3 clusters Score -77305.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 180095 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39516 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75598 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199711 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 315 members 
Mstep: Class 18 contains 57448 members 
Mstep: Class 20 contains 11662 members 
Mstep: Class 22 contains 81879 members 
Mstep: Class 23 contains 16149 members 
Entering Unmasked Estep 
Score: -98283024.000000 Penalty: 63939.507812
Splitting cluster 14 changes total score from -98284320.000000 to -98283024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (57448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Entering Unmasked Estep 
Score: -7403665.500000 Penalty: 2717.741455
	Iteration 0F: 2 clusters Score -7403666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -7364982.500000 Penalty: 5435.482910
	Iteration 0F: 3 clusters Score -7364982 nChanged 26636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -7380015.500000 Penalty: 5435.482910
	Iteration 1F: 3 clusters Score -7380016 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -7380535.500000 Penalty: 5435.482910
	Iteration 2Q: 3 clusters Score -7380536 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -7380981.500000 Penalty: 5435.482910
	Iteration 3Q: 3 clusters Score -7380982 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -7381491.000000 Penalty: 5435.482910
	Iteration 4Q: 3 clusters Score -7381491 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -7382107.500000 Penalty: 5435.482910
	Iteration 5Q: 3 clusters Score -7382108 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -7382800.500000 Penalty: 5435.482910
	Iteration 6Q: 3 clusters Score -7382800 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -7383786.500000 Penalty: 5435.482910
	Iteration 7Q: 3 clusters Score -7383786 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7385261.500000 Penalty: 5435.482910
	Iteration 8Q: 3 clusters Score -7385262 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -7387333.000000 Penalty: 5435.482910
	Iteration 9F: 3 clusters Score -7387333 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -7389859.500000 Penalty: 5435.482910
	Iteration 10F: 3 clusters Score -7389860 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7392008.000000 Penalty: 5435.482910
	Iteration 11F: 3 clusters Score -7392008 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -7393194.000000 Penalty: 5435.482910
	Iteration 12Q: 3 clusters Score -7393194 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -7393713.500000 Penalty: 5435.482910
	Iteration 13Q: 3 clusters Score -7393714 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7394075.500000 Penalty: 5435.482910
	Iteration 14Q: 3 clusters Score -7394076 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7394323.500000 Penalty: 5435.482910
	Iteration 15Q: 3 clusters Score -7394324 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -7394594.000000 Penalty: 5435.482910
	Iteration 16Q: 3 clusters Score -7394594 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -7394874.000000 Penalty: 5435.482910
	Iteration 17Q: 3 clusters Score -7394874 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -7395134.000000 Penalty: 5435.482910
	Iteration 18Q: 3 clusters Score -7395134 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -7395402.500000 Penalty: 5435.482910
	Iteration 19Q: 3 clusters Score -7395402 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -7395684.000000 Penalty: 5435.482910
	Iteration 20F: 3 clusters Score -7395684 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -7396026.000000 Penalty: 5435.482910
	Iteration 21Q: 3 clusters Score -7396026 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -7396331.500000 Penalty: 5435.482910
	Iteration 22Q: 3 clusters Score -7396332 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -7396614.000000 Penalty: 5435.482910
	Iteration 23Q: 3 clusters Score -7396614 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -7396987.500000 Penalty: 5435.482910
	Iteration 24Q: 3 clusters Score -7396988 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -7397251.000000 Penalty: 5435.482910
	Iteration 25Q: 3 clusters Score -7397251 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -7397548.000000 Penalty: 5435.482910
	Iteration 26Q: 3 clusters Score -7397548 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -7397916.500000 Penalty: 5435.482910
	Iteration 27Q: 3 clusters Score -7397916 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -7398228.000000 Penalty: 5435.482910
	Iteration 28Q: 3 clusters Score -7398228 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -7398523.500000 Penalty: 5435.482910
	Iteration 29Q: 3 clusters Score -7398524 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7398805.500000 Penalty: 5435.482910
	Iteration 30Q: 3 clusters Score -7398806 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -7399079.000000 Penalty: 5435.482910
	Iteration 31Q: 3 clusters Score -7399079 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7399391.000000 Penalty: 5435.482910
	Iteration 32Q: 3 clusters Score -7399391 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -7399647.500000 Penalty: 5435.482910
	Iteration 33Q: 3 clusters Score -7399648 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -7399847.000000 Penalty: 5435.482910
	Iteration 34Q: 3 clusters Score -7399847 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7400023.500000 Penalty: 5435.482910
	Iteration 35Q: 3 clusters Score -7400024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7400212.500000 Penalty: 5435.482910
	Iteration 36Q: 3 clusters Score -7400212 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7400419.000000 Penalty: 5435.482910
	Iteration 37Q: 3 clusters Score -7400419 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7400576.000000 Penalty: 5435.482910
	Iteration 38Q: 3 clusters Score -7400576 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7400767.000000 Penalty: 5435.482910
	Iteration 39Q: 3 clusters Score -7400767 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7400909.000000 Penalty: 5435.482910
	Iteration 40F: 3 clusters Score -7400909 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7401060.500000 Penalty: 5435.482910
	Iteration 41Q: 3 clusters Score -7401060 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7401170.000000 Penalty: 5435.482910
	Iteration 42Q: 3 clusters Score -7401170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7401227.500000 Penalty: 5435.482910
	Iteration 43Q: 3 clusters Score -7401228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7401275.000000 Penalty: 5435.482910
	Iteration 44Q: 3 clusters Score -7401275 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7401344.500000 Penalty: 5435.482910
	Iteration 45Q: 3 clusters Score -7401344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7401389.500000 Penalty: 5435.482910
	Iteration 46Q: 3 clusters Score -7401390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7401413.000000 Penalty: 5435.482910
	Iteration 47Q: 3 clusters Score -7401413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7401454.000000 Penalty: 5435.482910
	Iteration 48Q: 3 clusters Score -7401454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7401482.000000 Penalty: 5435.482910
	Iteration 49Q: 3 clusters Score -7401482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7401512.000000 Penalty: 5435.482910
	Iteration 50Q: 3 clusters Score -7401512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7401505.500000 Penalty: 5435.482910
	Iteration 51Q: 3 clusters Score -7401506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7401521.000000 Penalty: 5435.482910
	Iteration 52Q: 3 clusters Score -7401521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7401518.000000 Penalty: 5435.482910
	Iteration 53Q: 3 clusters Score -7401518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7401538.000000 Penalty: 5435.482910
	Iteration 54Q: 3 clusters Score -7401538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7401543.000000 Penalty: 5435.482910
	Iteration 55Q: 3 clusters Score -7401543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7401535.000000 Penalty: 5435.482910
	Iteration 56Q: 3 clusters Score -7401535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7401538.000000 Penalty: 5435.482910
	Iteration 57Q: 3 clusters Score -7401538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7401543.500000 Penalty: 5435.482910
	Iteration 58Q: 3 clusters Score -7401544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7401549.500000 Penalty: 5435.482910
	Iteration 59Q: 3 clusters Score -7401550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7401562.500000 Penalty: 5435.482910
	Iteration 60F: 3 clusters Score -7401562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7401555.000000 Penalty: 5435.482910
	Iteration 61Q: 3 clusters Score -7401555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7401566.000000 Penalty: 5435.482910
	Iteration 62Q: 3 clusters Score -7401566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7401565.000000 Penalty: 5435.482910
	Iteration 63Q: 3 clusters Score -7401565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7401572.500000 Penalty: 5435.482910
	Iteration 64Q: 3 clusters Score -7401572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7401577.000000 Penalty: 5435.482910
	Iteration 65Q: 3 clusters Score -7401577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7401576.000000 Penalty: 5435.482910
	Iteration 66Q: 3 clusters Score -7401576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7401576.000000 Penalty: 5435.482910
	Iteration 67F: 3 clusters Score -7401576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Entering Unmasked Estep 
Score: -1411928.375000 Penalty: 2322.294434
	Iteration 0F: 2 clusters Score -1411928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1403309.125000 Penalty: 4644.588867
	Iteration 0F: 3 clusters Score -1403309 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1405866.125000 Penalty: 4644.588867
	Iteration 1F: 3 clusters Score -1405866 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1406177.500000 Penalty: 4644.588867
	Iteration 2F: 3 clusters Score -1406178 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1406420.500000 Penalty: 4644.588867
	Iteration 3Q: 3 clusters Score -1406420 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1406604.125000 Penalty: 4644.588867
	Iteration 4Q: 3 clusters Score -1406604 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1406766.250000 Penalty: 4644.588867
	Iteration 5Q: 3 clusters Score -1406766 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1406913.750000 Penalty: 4644.588867
	Iteration 6Q: 3 clusters Score -1406914 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1407071.625000 Penalty: 4644.588867
	Iteration 7Q: 3 clusters Score -1407072 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1407196.000000 Penalty: 4644.588867
	Iteration 8Q: 3 clusters Score -1407196 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1407312.500000 Penalty: 4644.588867
	Iteration 9Q: 3 clusters Score -1407312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1407428.500000 Penalty: 4644.588867
	Iteration 10Q: 3 clusters Score -1407428 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1407545.375000 Penalty: 4644.588867
	Iteration 11Q: 3 clusters Score -1407545 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1407650.250000 Penalty: 4644.588867
	Iteration 12Q: 3 clusters Score -1407650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1407750.500000 Penalty: 4644.588867
	Iteration 13Q: 3 clusters Score -1407750 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1407840.375000 Penalty: 4644.588867
	Iteration 14Q: 3 clusters Score -1407840 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1407932.125000 Penalty: 4644.588867
	Iteration 15Q: 3 clusters Score -1407932 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1408017.875000 Penalty: 4644.588867
	Iteration 16Q: 3 clusters Score -1408018 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1408117.750000 Penalty: 4644.588867
	Iteration 17Q: 3 clusters Score -1408118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1408217.625000 Penalty: 4644.588867
	Iteration 18Q: 3 clusters Score -1408218 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1408317.000000 Penalty: 4644.588867
	Iteration 19Q: 3 clusters Score -1408317 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1408405.750000 Penalty: 4644.588867
	Iteration 20F: 3 clusters Score -1408406 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1408501.125000 Penalty: 4644.588867
	Iteration 21Q: 3 clusters Score -1408501 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1408613.000000 Penalty: 4644.588867
	Iteration 22Q: 3 clusters Score -1408613 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1408725.500000 Penalty: 4644.588867
	Iteration 23Q: 3 clusters Score -1408726 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1408829.500000 Penalty: 4644.588867
	Iteration 24Q: 3 clusters Score -1408830 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1408931.125000 Penalty: 4644.588867
	Iteration 25Q: 3 clusters Score -1408931 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1409036.375000 Penalty: 4644.588867
	Iteration 26Q: 3 clusters Score -1409036 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1409136.125000 Penalty: 4644.588867
	Iteration 27Q: 3 clusters Score -1409136 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1409238.000000 Penalty: 4644.588867
	Iteration 28Q: 3 clusters Score -1409238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1409302.375000 Penalty: 4644.588867
	Iteration 29Q: 3 clusters Score -1409302 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1409353.875000 Penalty: 4644.588867
	Iteration 30Q: 3 clusters Score -1409354 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1409397.875000 Penalty: 4644.588867
	Iteration 31Q: 3 clusters Score -1409398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1409438.625000 Penalty: 4644.588867
	Iteration 32Q: 3 clusters Score -1409439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1409471.250000 Penalty: 4644.588867
	Iteration 33Q: 3 clusters Score -1409471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1409497.125000 Penalty: 4644.588867
	Iteration 34Q: 3 clusters Score -1409497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1409520.875000 Penalty: 4644.588867
	Iteration 35Q: 3 clusters Score -1409521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1409547.375000 Penalty: 4644.588867
	Iteration 36Q: 3 clusters Score -1409547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1409574.500000 Penalty: 4644.588867
	Iteration 37Q: 3 clusters Score -1409574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1409596.375000 Penalty: 4644.588867
	Iteration 38Q: 3 clusters Score -1409596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1409619.000000 Penalty: 4644.588867
	Iteration 39Q: 3 clusters Score -1409619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1409638.875000 Penalty: 4644.588867
	Iteration 40F: 3 clusters Score -1409639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1409663.125000 Penalty: 4644.588867
	Iteration 41Q: 3 clusters Score -1409663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1409683.250000 Penalty: 4644.588867
	Iteration 42Q: 3 clusters Score -1409683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1409707.500000 Penalty: 4644.588867
	Iteration 43Q: 3 clusters Score -1409708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1409734.500000 Penalty: 4644.588867
	Iteration 44Q: 3 clusters Score -1409734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1409760.750000 Penalty: 4644.588867
	Iteration 45Q: 3 clusters Score -1409761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1409774.500000 Penalty: 4644.588867
	Iteration 46Q: 3 clusters Score -1409774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1409784.000000 Penalty: 4644.588867
	Iteration 47Q: 3 clusters Score -1409784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1409801.250000 Penalty: 4644.588867
	Iteration 48Q: 3 clusters Score -1409801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1409815.000000 Penalty: 4644.588867
	Iteration 49Q: 3 clusters Score -1409815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1409829.250000 Penalty: 4644.588867
	Iteration 50Q: 3 clusters Score -1409829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1409838.000000 Penalty: 4644.588867
	Iteration 51Q: 3 clusters Score -1409838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1409845.500000 Penalty: 4644.588867
	Iteration 52Q: 3 clusters Score -1409846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1409853.625000 Penalty: 4644.588867
	Iteration 53Q: 3 clusters Score -1409854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1409865.375000 Penalty: 4644.588867
	Iteration 54Q: 3 clusters Score -1409865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1409882.875000 Penalty: 4644.588867
	Iteration 55Q: 3 clusters Score -1409883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1409892.375000 Penalty: 4644.588867
	Iteration 56Q: 3 clusters Score -1409892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1409897.375000 Penalty: 4644.588867
	Iteration 57Q: 3 clusters Score -1409897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1409906.000000 Penalty: 4644.588867
	Iteration 58Q: 3 clusters Score -1409906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1409917.125000 Penalty: 4644.588867
	Iteration 59Q: 3 clusters Score -1409917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1409922.125000 Penalty: 4644.588867
	Iteration 60F: 3 clusters Score -1409922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1409930.000000 Penalty: 4644.588867
	Iteration 61Q: 3 clusters Score -1409930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1409934.375000 Penalty: 4644.588867
	Iteration 62Q: 3 clusters Score -1409934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1409941.250000 Penalty: 4644.588867
	Iteration 63Q: 3 clusters Score -1409941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1409950.875000 Penalty: 4644.588867
	Iteration 64Q: 3 clusters Score -1409951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1409960.000000 Penalty: 4644.588867
	Iteration 65Q: 3 clusters Score -1409960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1409966.750000 Penalty: 4644.588867
	Iteration 66Q: 3 clusters Score -1409967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1409971.875000 Penalty: 4644.588867
	Iteration 67Q: 3 clusters Score -1409972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1409977.625000 Penalty: 4644.588867
	Iteration 68Q: 3 clusters Score -1409978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1409986.250000 Penalty: 4644.588867
	Iteration 69Q: 3 clusters Score -1409986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1409991.875000 Penalty: 4644.588867
	Iteration 70Q: 3 clusters Score -1409992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1409994.875000 Penalty: 4644.588867
	Iteration 71Q: 3 clusters Score -1409995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1409999.875000 Penalty: 4644.588867
	Iteration 72Q: 3 clusters Score -1410000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1410007.750000 Penalty: 4644.588867
	Iteration 73Q: 3 clusters Score -1410008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1410011.750000 Penalty: 4644.588867
	Iteration 74Q: 3 clusters Score -1410012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1410015.625000 Penalty: 4644.588867
	Iteration 75Q: 3 clusters Score -1410016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1410017.625000 Penalty: 4644.588867
	Iteration 76Q: 3 clusters Score -1410018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1410020.375000 Penalty: 4644.588867
	Iteration 77Q: 3 clusters Score -1410020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1410024.000000 Penalty: 4644.588867
	Iteration 78Q: 3 clusters Score -1410024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1410024.875000 Penalty: 4644.588867
	Iteration 79Q: 3 clusters Score -1410025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1410023.125000 Penalty: 4644.588867
	Iteration 80F: 3 clusters Score -1410023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1410024.750000 Penalty: 4644.588867
	Iteration 81Q: 3 clusters Score -1410025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1410024.875000 Penalty: 4644.588867
	Iteration 82Q: 3 clusters Score -1410025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1410026.000000 Penalty: 4644.588867
	Iteration 83Q: 3 clusters Score -1410026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1410026.000000 Penalty: 4644.588867
	Iteration 84F: 3 clusters Score -1410026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Entering Unmasked Estep 
Score: -10502617.000000 Penalty: 2805.623535
	Iteration 0F: 2 clusters Score -1.050262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -10447717.000000 Penalty: 5611.247070
	Iteration 0F: 3 clusters Score -1.044772e+07 nChanged 38505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -10469678.000000 Penalty: 5611.247070
	Iteration 1F: 3 clusters Score -1.046968e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -10470412.000000 Penalty: 5611.247070
	Iteration 2Q: 3 clusters Score -1.047041e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -10471265.000000 Penalty: 5611.247070
	Iteration 3Q: 3 clusters Score -1.047126e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -10472448.000000 Penalty: 5611.247070
	Iteration 4Q: 3 clusters Score -1.047245e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -10474162.000000 Penalty: 5611.247070
	Iteration 5Q: 3 clusters Score -1.047416e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -10476785.000000 Penalty: 5611.247070
	Iteration 6F: 3 clusters Score -1.047678e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -10480708.000000 Penalty: 5611.247070
	Iteration 7F: 3 clusters Score -1.048071e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -10485606.000000 Penalty: 5611.247070
	Iteration 8F: 3 clusters Score -1.048561e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -10490768.000000 Penalty: 5611.247070
	Iteration 9F: 3 clusters Score -1.049077e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -10494814.000000 Penalty: 5611.247070
	Iteration 10F: 3 clusters Score -1.049481e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -10497479.000000 Penalty: 5611.247070
	Iteration 11Q: 3 clusters Score -1.049748e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -10498923.000000 Penalty: 5611.247070
	Iteration 12Q: 3 clusters Score -1.049892e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -10499600.000000 Penalty: 5611.247070
	Iteration 13Q: 3 clusters Score -1.04996e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -10500009.000000 Penalty: 5611.247070
	Iteration 14Q: 3 clusters Score -1.050001e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -10500177.000000 Penalty: 5611.247070
	Iteration 15Q: 3 clusters Score -1.050018e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -10500295.000000 Penalty: 5611.247070
	Iteration 16Q: 3 clusters Score -1.05003e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -10500361.000000 Penalty: 5611.247070
	Iteration 17Q: 3 clusters Score -1.050036e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -10500427.000000 Penalty: 5611.247070
	Iteration 18Q: 3 clusters Score -1.050043e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -10500454.000000 Penalty: 5611.247070
	Iteration 19Q: 3 clusters Score -1.050045e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -10500491.000000 Penalty: 5611.247070
	Iteration 20F: 3 clusters Score -1.050049e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -10500525.000000 Penalty: 5611.247070
	Iteration 21Q: 3 clusters Score -1.050052e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -10500527.000000 Penalty: 5611.247070
	Iteration 22Q: 3 clusters Score -1.050053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -10500524.000000 Penalty: 5611.247070
	Iteration 23Q: 3 clusters Score -1.050052e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -10500528.000000 Penalty: 5611.247070
	Iteration 24Q: 3 clusters Score -1.050053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -10500514.000000 Penalty: 5611.247070
	Iteration 25Q: 3 clusters Score -1.050051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -10500537.000000 Penalty: 5611.247070
	Iteration 26Q: 3 clusters Score -1.050054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10500545.000000 Penalty: 5611.247070
	Iteration 27Q: 3 clusters Score -1.050054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -10500550.000000 Penalty: 5611.247070
	Iteration 28Q: 3 clusters Score -1.050055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -10500559.000000 Penalty: 5611.247070
	Iteration 29Q: 3 clusters Score -1.050056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -10500563.000000 Penalty: 5611.247070
	Iteration 30Q: 3 clusters Score -1.050056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -10500565.000000 Penalty: 5611.247070
	Iteration 31Q: 3 clusters Score -1.050056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -10500564.000000 Penalty: 5611.247070
	Iteration 32Q: 3 clusters Score -1.050056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -10500572.000000 Penalty: 5611.247070
	Iteration 33Q: 3 clusters Score -1.050057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -10500576.000000 Penalty: 5611.247070
	Iteration 34Q: 3 clusters Score -1.050058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10500577.000000 Penalty: 5611.247070
	Iteration 35Q: 3 clusters Score -1.050058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -10500571.000000 Penalty: 5611.247070
	Iteration 36Q: 3 clusters Score -1.050057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -10500574.000000 Penalty: 5611.247070
	Iteration 37Q: 3 clusters Score -1.050057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -10500570.000000 Penalty: 5611.247070
	Iteration 38Q: 3 clusters Score -1.050057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -10500573.000000 Penalty: 5611.247070
	Iteration 39Q: 3 clusters Score -1.050057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -10500571.000000 Penalty: 5611.247070
	Iteration 40F: 3 clusters Score -1.050057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -10500580.000000 Penalty: 5611.247070
	Iteration 41Q: 3 clusters Score -1.050058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -10500582.000000 Penalty: 5611.247070
	Iteration 42Q: 3 clusters Score -1.050058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -10500576.000000 Penalty: 5611.247070
	Iteration 43Q: 3 clusters Score -1.050058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -10500585.000000 Penalty: 5611.247070
	Iteration 44Q: 3 clusters Score -1.050058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -10500577.000000 Penalty: 5611.247070
	Iteration 45Q: 3 clusters Score -1.050058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -10500580.000000 Penalty: 5611.247070
	Iteration 46Q: 3 clusters Score -1.050058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -10500580.000000 Penalty: 5611.247070
	Iteration 47F: 3 clusters Score -1.050058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Entering Unmasked Estep 
Score: -2099836.500000 Penalty: 2403.024170
	Iteration 0F: 2 clusters Score -2099836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2088167.000000 Penalty: 4806.048340
	Iteration 0F: 3 clusters Score -2088167 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2091969.250000 Penalty: 4806.048340
	Iteration 1F: 3 clusters Score -2091969 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2092402.375000 Penalty: 4806.048340
	Iteration 2F: 3 clusters Score -2092402 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2092757.000000 Penalty: 4806.048340
	Iteration 3F: 3 clusters Score -2092757 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2093077.750000 Penalty: 4806.048340
	Iteration 4Q: 3 clusters Score -2093078 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2093471.625000 Penalty: 4806.048340
	Iteration 5Q: 3 clusters Score -2093472 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2093946.875000 Penalty: 4806.048340
	Iteration 6F: 3 clusters Score -2093947 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2094498.375000 Penalty: 4806.048340
	Iteration 7F: 3 clusters Score -2094498 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2095146.750000 Penalty: 4806.048340
	Iteration 8F: 3 clusters Score -2095147 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2095764.875000 Penalty: 4806.048340
	Iteration 9F: 3 clusters Score -2095765 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2096210.625000 Penalty: 4806.048340
	Iteration 10Q: 3 clusters Score -2096211 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2096498.375000 Penalty: 4806.048340
	Iteration 11Q: 3 clusters Score -2096498 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2096672.875000 Penalty: 4806.048340
	Iteration 12Q: 3 clusters Score -2096673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2096775.375000 Penalty: 4806.048340
	Iteration 13Q: 3 clusters Score -2096775 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2096849.625000 Penalty: 4806.048340
	Iteration 14Q: 3 clusters Score -2096850 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2096918.250000 Penalty: 4806.048340
	Iteration 15Q: 3 clusters Score -2096918 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2096967.250000 Penalty: 4806.048340
	Iteration 16Q: 3 clusters Score -2096967 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2097008.250000 Penalty: 4806.048340
	Iteration 17Q: 3 clusters Score -2097008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2097042.750000 Penalty: 4806.048340
	Iteration 18Q: 3 clusters Score -2097043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2097064.375000 Penalty: 4806.048340
	Iteration 19Q: 3 clusters Score -2097064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2097089.375000 Penalty: 4806.048340
	Iteration 20F: 3 clusters Score -2097089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2097107.250000 Penalty: 4806.048340
	Iteration 21Q: 3 clusters Score -2097107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2097117.375000 Penalty: 4806.048340
	Iteration 22Q: 3 clusters Score -2097117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2097129.750000 Penalty: 4806.048340
	Iteration 23Q: 3 clusters Score -2097130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2097138.250000 Penalty: 4806.048340
	Iteration 24Q: 3 clusters Score -2097138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2097143.750000 Penalty: 4806.048340
	Iteration 25Q: 3 clusters Score -2097144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2097146.375000 Penalty: 4806.048340
	Iteration 26Q: 3 clusters Score -2097146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2097148.875000 Penalty: 4806.048340
	Iteration 27Q: 3 clusters Score -2097149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2097152.750000 Penalty: 4806.048340
	Iteration 28Q: 3 clusters Score -2097153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2097158.500000 Penalty: 4806.048340
	Iteration 29Q: 3 clusters Score -2097158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2097165.250000 Penalty: 4806.048340
	Iteration 30Q: 3 clusters Score -2097165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2097167.250000 Penalty: 4806.048340
	Iteration 31Q: 3 clusters Score -2097167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2097165.250000 Penalty: 4806.048340
	Iteration 32Q: 3 clusters Score -2097165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2097165.750000 Penalty: 4806.048340
	Iteration 33Q: 3 clusters Score -2097166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2097168.500000 Penalty: 4806.048340
	Iteration 34Q: 3 clusters Score -2097168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2097170.750000 Penalty: 4806.048340
	Iteration 35Q: 3 clusters Score -2097171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2097174.750000 Penalty: 4806.048340
	Iteration 36Q: 3 clusters Score -2097175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2097173.250000 Penalty: 4806.048340
	Iteration 37Q: 3 clusters Score -2097173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2097170.750000 Penalty: 4806.048340
	Iteration 38Q: 3 clusters Score -2097171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2097173.000000 Penalty: 4806.048340
	Iteration 39Q: 3 clusters Score -2097173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2097172.000000 Penalty: 4806.048340
	Iteration 40F: 3 clusters Score -2097172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2097181.000000 Penalty: 4806.048340
	Iteration 41Q: 3 clusters Score -2097181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2097180.250000 Penalty: 4806.048340
	Iteration 42Q: 3 clusters Score -2097180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2097182.250000 Penalty: 4806.048340
	Iteration 43Q: 3 clusters Score -2097182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2097183.000000 Penalty: 4806.048340
	Iteration 44Q: 3 clusters Score -2097183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2097184.750000 Penalty: 4806.048340
	Iteration 45Q: 3 clusters Score -2097185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2097191.000000 Penalty: 4806.048340
	Iteration 46Q: 3 clusters Score -2097191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2097192.750000 Penalty: 4806.048340
	Iteration 47Q: 3 clusters Score -2097193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2097191.500000 Penalty: 4806.048340
	Iteration 48Q: 3 clusters Score -2097192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2097197.750000 Penalty: 4806.048340
	Iteration 49Q: 3 clusters Score -2097198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2097196.750000 Penalty: 4806.048340
	Iteration 50Q: 3 clusters Score -2097197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2097199.250000 Penalty: 4806.048340
	Iteration 51Q: 3 clusters Score -2097199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2097198.000000 Penalty: 4806.048340
	Iteration 52Q: 3 clusters Score -2097198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2097203.750000 Penalty: 4806.048340
	Iteration 53Q: 3 clusters Score -2097204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2097206.000000 Penalty: 4806.048340
	Iteration 54Q: 3 clusters Score -2097206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2097208.250000 Penalty: 4806.048340
	Iteration 55Q: 3 clusters Score -2097208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2097211.250000 Penalty: 4806.048340
	Iteration 56Q: 3 clusters Score -2097211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2097214.250000 Penalty: 4806.048340
	Iteration 57Q: 3 clusters Score -2097214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2097213.500000 Penalty: 4806.048340
	Iteration 58Q: 3 clusters Score -2097214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2097217.500000 Penalty: 4806.048340
	Iteration 59Q: 3 clusters Score -2097218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2097218.750000 Penalty: 4806.048340
	Iteration 60F: 3 clusters Score -2097219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2097213.750000 Penalty: 4806.048340
	Iteration 61Q: 3 clusters Score -2097214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2097212.000000 Penalty: 4806.048340
	Iteration 62Q: 3 clusters Score -2097212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2097214.000000 Penalty: 4806.048340
	Iteration 63Q: 3 clusters Score -2097214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2097215.250000 Penalty: 4806.048340
	Iteration 64Q: 3 clusters Score -2097215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2097218.250000 Penalty: 4806.048340
	Iteration 65Q: 3 clusters Score -2097218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2097218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2097214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2097214.500000 Penalty: 4806.048340
	Iteration 68F: 3 clusters Score -2097214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 180095 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39516 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75598 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199711 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57448 members 
Mstep: Class 20 contains 11662 members 
Mstep: Class 22 contains 81879 members 
Mstep: Class 23 contains 16149 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 479Q: 19 clusters Score -9.828427e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 180091 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39532 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75571 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199783 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57522 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 22 contains 81611 members 
Mstep: Class 23 contains 16156 members 
Entering Unmasked Estep 
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Iteration 480F: 19 clusters Score -9.828422e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 180103 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39549 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75546 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 199876 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57593 members 
Mstep: Class 20 contains 11659 members 
Mstep: Class 22 contains 81300 members 
Mstep: Class 23 contains 16170 members 
Entering Unmasked Estep 
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Iteration 481Q: 19 clusters Score -9.828423e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 180099 members 
Mstep: Class 3 contains 621 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39548 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75519 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200001 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57670 members 
Mstep: Class 20 contains 11660 members 
Mstep: Class 22 contains 80983 members 
Mstep: Class 23 contains 16179 members 
Entering Unmasked Estep 
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Iteration 482Q: 19 clusters Score -9.828425e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 180133 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39559 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75496 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200118 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57712 members 
Mstep: Class 20 contains 11658 members 
Mstep: Class 22 contains 80644 members 
Mstep: Class 23 contains 16187 members 
Entering Unmasked Estep 
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Iteration 483Q: 19 clusters Score -9.828417e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 180161 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39569 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75478 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200264 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57764 members 
Mstep: Class 20 contains 11655 members 
Mstep: Class 22 contains 80266 members 
Mstep: Class 23 contains 16203 members 
Entering Unmasked Estep 
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Iteration 484Q: 19 clusters Score -9.828416e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 180197 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39589 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75454 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47244 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200400 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57815 members 
Mstep: Class 20 contains 11654 members 
Mstep: Class 22 contains 79867 members 
Mstep: Class 23 contains 16210 members 
Entering Unmasked Estep 
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Iteration 485Q: 19 clusters Score -9.828416e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 180236 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39602 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75437 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47266 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200531 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57867 members 
Mstep: Class 20 contains 11656 members 
Mstep: Class 22 contains 79471 members 
Mstep: Class 23 contains 16210 members 
Entering Unmasked Estep 
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Iteration 486Q: 19 clusters Score -9.828406e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 180266 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39619 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47281 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200652 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57907 members 
Mstep: Class 20 contains 11662 members 
Mstep: Class 22 contains 79104 members 
Mstep: Class 23 contains 16217 members 
Entering Unmasked Estep 
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Iteration 487Q: 19 clusters Score -9.828404e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 180303 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39637 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75377 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47299 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200771 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 57956 members 
Mstep: Class 20 contains 11663 members 
Mstep: Class 22 contains 78740 members 
Mstep: Class 23 contains 16222 members 
Entering Unmasked Estep 
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Iteration 488Q: 19 clusters Score -9.828412e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 180346 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39664 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75337 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47316 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 200913 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58019 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 22 contains 78346 members 
Mstep: Class 23 contains 16234 members 
Entering Unmasked Estep 
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Iteration 489Q: 19 clusters Score -9.828404e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 180396 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39687 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75293 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47340 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201044 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58074 members 
Mstep: Class 20 contains 11656 members 
Mstep: Class 22 contains 77967 members 
Mstep: Class 23 contains 16243 members 
Entering Unmasked Estep 
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Iteration 490Q: 19 clusters Score -9.828412e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 180433 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39714 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75260 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201172 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58136 members 
Mstep: Class 20 contains 11651 members 
Mstep: Class 22 contains 77593 members 
Mstep: Class 23 contains 16255 members 
Entering Unmasked Estep 
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Iteration 491Q: 19 clusters Score -9.828398e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 180451 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39749 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75222 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47403 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201295 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58207 members 
Mstep: Class 20 contains 11644 members 
Mstep: Class 22 contains 77239 members 
Mstep: Class 23 contains 16263 members 
Entering Unmasked Estep 
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Iteration 492Q: 19 clusters Score -9.828398e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 180450 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39779 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75192 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47433 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201428 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58281 members 
Mstep: Class 20 contains 11638 members 
Mstep: Class 22 contains 76884 members 
Mstep: Class 23 contains 16279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284088.000000 Penalty: 60574.269531
Iteration 493Q: 19 clusters Score -9.828409e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 180446 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39808 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75162 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 47473 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201546 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58359 members 
Mstep: Class 20 contains 11636 members 
Mstep: Class 22 contains 76536 members 
Mstep: Class 23 contains 16298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284048.000000 Penalty: 60574.269531
Iteration 494Q: 19 clusters Score -9.828405e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 180467 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39831 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75132 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 47510 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201663 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58421 members 
Mstep: Class 20 contains 11634 members 
Mstep: Class 22 contains 76192 members 
Mstep: Class 23 contains 16317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283848.000000 Penalty: 60574.269531
Iteration 495Q: 19 clusters Score -9.828385e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 180514 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39860 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75094 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 47536 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201774 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58491 members 
Mstep: Class 20 contains 11631 members 
Mstep: Class 22 contains 75835 members 
Mstep: Class 23 contains 16337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284024.000000 Penalty: 60574.269531
Iteration 496Q: 19 clusters Score -9.828402e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 180578 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39888 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75065 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 47569 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201842 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58564 members 
Mstep: Class 20 contains 11627 members 
Mstep: Class 22 contains 75462 members 
Mstep: Class 23 contains 16354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283992.000000 Penalty: 60574.269531
Iteration 497Q: 19 clusters Score -9.828399e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 180648 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39931 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75047 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 47613 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201898 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58623 members 
Mstep: Class 20 contains 11619 members 
Mstep: Class 22 contains 75071 members 
Mstep: Class 23 contains 16369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283816.000000 Penalty: 60574.269531
Iteration 498Q: 19 clusters Score -9.828382e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 180720 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 39971 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 75026 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 47646 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 201968 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58676 members 
Mstep: Class 20 contains 11623 members 
Mstep: Class 22 contains 74663 members 
Mstep: Class 23 contains 16389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283672.000000 Penalty: 60574.269531
Iteration 499Q: 19 clusters Score -9.828367e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 180769 members 
Mstep: Class 3 contains 622 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 40031 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 74985 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 393 members 
Mstep: Class 11 contains 47683 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 202061 members 
Mstep: Class 14 contains 702 members 
Mstep: Class 18 contains 58724 members 
Mstep: Class 20 contains 11623 members 
Mstep: Class 22 contains 74258 members 
Mstep: Class 23 contains 16409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283648.000000 Penalty: 60574.269531
Iteration 500F: 19 clusters Score -9.828365e+07 nChanged 877
Maximum iterations exceeded
--- Evaluating fit on full set of 2345756 points ---
Entering Unmasked Estep 
Score: -295909472.000000 Penalty: 65478.480469
24->19 Clusters: Score -295909472.000000, best is -295973888.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 781918 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 32793 members 
Mstep: Class 3 contains 32468 members 
Mstep: Class 4 contains 32249 members 
Mstep: Class 5 contains 32498 members 
Mstep: Class 6 contains 32874 members 
Mstep: Class 7 contains 32925 members 
Mstep: Class 8 contains 32683 members 
Mstep: Class 9 contains 32619 members 
Mstep: Class 10 contains 32521 members 
Mstep: Class 11 contains 32567 members 
Mstep: Class 12 contains 32529 members 
Mstep: Class 13 contains 32446 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 32144 members 
Mstep: Class 16 contains 32462 members 
Mstep: Class 17 contains 32596 members 
Mstep: Class 18 contains 32451 members 
Mstep: Class 19 contains 32825 members 
Mstep: Class 20 contains 32565 members 
Mstep: Class 21 contains 32564 members 
Mstep: Class 22 contains 32844 members 
Mstep: Class 23 contains 32492 members 
Mstep: Class 24 contains 32738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 233.821869 but Gain 3365.242188
Score: -94596160.000000 Penalty: 77400.453125
Iteration 0F: 24 clusters Score -9.459616e+07 nChanged 745884
Entering Unmasked Mstep 
Mstep: Class 0 contains 2522 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 55168 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 16314 members 
Mstep: Class 5 contains 82129 members 
Mstep: Class 6 contains 56755 members 
Mstep: Class 7 contains 14113 members 
Mstep: Class 8 contains 25499 members 
Mstep: Class 9 contains 89097 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 30217 members 
Mstep: Class 12 contains 94125 members 
Mstep: Class 14 contains 40038 members 
Mstep: Class 15 contains 23113 members 
Mstep: Class 16 contains 17600 members 
Mstep: Class 17 contains 5212 members 
Mstep: Class 18 contains 27749 members 
Mstep: Class 19 contains 7412 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 65813 members 
Mstep: Class 22 contains 47897 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 13443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2254.381104 but Gain 3365.234375
Score: -96969408.000000 Penalty: 74035.218750
Iteration 1F: 23 clusters Score -9.696941e+07 nChanged 265711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2451 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 45722 members 
Mstep: Class 3 contains 11945 members 
Mstep: Class 4 contains 12830 members 
Mstep: Class 5 contains 109883 members 
Mstep: Class 6 contains 53822 members 
Mstep: Class 7 contains 6299 members 
Mstep: Class 8 contains 25970 members 
Mstep: Class 9 contains 126695 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 23339 members 
Mstep: Class 12 contains 121666 members 
Mstep: Class 14 contains 35980 members 
Mstep: Class 15 contains 21821 members 
Mstep: Class 16 contains 11735 members 
Mstep: Class 17 contains 8817 members 
Mstep: Class 18 contains 20648 members 
Mstep: Class 19 contains 5347 members 
Mstep: Class 20 contains 5850 members 
Mstep: Class 21 contains 61417 members 
Mstep: Class 22 contains 33982 members 
Mstep: Class 24 contains 11384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97337448.000000 Penalty: 74035.218750
Iteration 2F: 23 clusters Score -9.733745e+07 nChanged 186138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2370 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 32747 members 
Mstep: Class 3 contains 8684 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 126502 members 
Mstep: Class 6 contains 48673 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 21741 members 
Mstep: Class 9 contains 153043 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 163326 members 
Mstep: Class 14 contains 29259 members 
Mstep: Class 15 contains 16737 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 12530 members 
Mstep: Class 18 contains 19637 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 3665 members 
Mstep: Class 21 contains 55772 members 
Mstep: Class 22 contains 24967 members 
Mstep: Class 24 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2908.890137 but Gain 3365.234375
Score: -97554576.000000 Penalty: 70669.984375
Iteration 3F: 22 clusters Score -9.755458e+07 nChanged 144145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1612 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18400 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 130326 members 
Mstep: Class 6 contains 41819 members 
Mstep: Class 7 contains 3289 members 
Mstep: Class 8 contains 15696 members 
Mstep: Class 9 contains 167867 members 
Mstep: Class 10 contains 4874 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 213749 members 
Mstep: Class 14 contains 22222 members 
Mstep: Class 15 contains 10814 members 
Mstep: Class 16 contains 5420 members 
Mstep: Class 17 contains 13507 members 
Mstep: Class 18 contains 21164 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 21 contains 54245 members 
Mstep: Class 22 contains 22431 members 
Mstep: Class 24 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1991.307617 but Gain 3365.242188
Score: -97816304.000000 Penalty: 67304.742188
Iteration 4F: 21 clusters Score -9.78163e+07 nChanged 120518
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8175 members 
Mstep: Class 3 contains 6224 members 
Mstep: Class 5 contains 124229 members 
Mstep: Class 6 contains 38608 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 11355 members 
Mstep: Class 9 contains 171342 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 261540 members 
Mstep: Class 14 contains 16609 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 4509 members 
Mstep: Class 17 contains 13037 members 
Mstep: Class 18 contains 22096 members 
Mstep: Class 19 contains 2474 members 
Mstep: Class 21 contains 54260 members 
Mstep: Class 22 contains 21461 members 
Mstep: Class 24 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1515.612183 but Gain 3365.234375
Score: -97936056.000000 Penalty: 63939.507812
Iteration 5F: 20 clusters Score -9.793606e+07 nChanged 93142
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 5287 members 
Mstep: Class 5 contains 116849 members 
Mstep: Class 6 contains 37916 members 
Mstep: Class 7 contains 3150 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 173244 members 
Mstep: Class 10 contains 2962 members 
Mstep: Class 11 contains 3423 members 
Mstep: Class 12 contains 285876 members 
Mstep: Class 14 contains 13215 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 16 contains 4086 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 22796 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 21 contains 57590 members 
Mstep: Class 22 contains 20342 members 
Mstep: Class 24 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2261.374268 but Gain 3365.238281
Score: -97974528.000000 Penalty: 60574.269531
Iteration 6F: 19 clusters Score -9.797453e+07 nChanged 74271
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 4683 members 
Mstep: Class 5 contains 112966 members 
Mstep: Class 6 contains 37095 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 179549 members 
Mstep: Class 10 contains 2340 members 
Mstep: Class 12 contains 290832 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 13023 members 
Mstep: Class 18 contains 22982 members 
Mstep: Class 19 contains 1550 members 
Mstep: Class 21 contains 64052 members 
Mstep: Class 22 contains 18439 members 
Mstep: Class 24 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2087.991943 but Gain 3365.238281
Score: -98000064.000000 Penalty: 57209.031250
Iteration 7F: 18 clusters Score -9.800006e+07 nChanged 66149
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 3972 members 
Mstep: Class 5 contains 114079 members 
Mstep: Class 6 contains 36309 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 7927 members 
Mstep: Class 9 contains 190283 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 12 contains 280607 members 
Mstep: Class 14 contains 10117 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 22836 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 21 contains 71881 members 
Mstep: Class 22 contains 15404 members 
Mstep: Class 24 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2238.179932 but Gain 3365.238281
Score: -98032120.000000 Penalty: 53843.792969
Iteration 8F: 17 clusters Score -9.803212e+07 nChanged 65507
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 3269 members 
Mstep: Class 5 contains 118693 members 
Mstep: Class 6 contains 34679 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 201749 members 
Mstep: Class 12 contains 261812 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 15025 members 
Mstep: Class 18 contains 22585 members 
Mstep: Class 19 contains 954 members 
Mstep: Class 21 contains 81591 members 
Mstep: Class 22 contains 12094 members 
Mstep: Class 24 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3103.489990 but Gain 3365.234375
Score: -98064240.000000 Penalty: 50478.558594
Iteration 9F: 16 clusters Score -9.806424e+07 nChanged 64777
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 5 contains 127890 members 
Mstep: Class 6 contains 32895 members 
Mstep: Class 7 contains 2958 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 9 contains 210462 members 
Mstep: Class 12 contains 239529 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 21556 members 
Mstep: Class 19 contains 1162 members 
Mstep: Class 21 contains 92864 members 
Mstep: Class 22 contains 8874 members 
Mstep: Class 24 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2536.144043 but Gain 3365.238281
Score: -98098264.000000 Penalty: 47113.320312
Iteration 10F: 15 clusters Score -9.809826e+07 nChanged 61262
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 5 contains 140153 members 
Mstep: Class 6 contains 30447 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 8151 members 
Mstep: Class 9 contains 212969 members 
Mstep: Class 12 contains 220160 members 
Mstep: Class 14 contains 8238 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 20429 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 21 contains 105387 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 24 contains 5911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98130960.000000 Penalty: 47113.320312
Iteration 11F: 15 clusters Score -9.813096e+07 nChanged 50384
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 5 contains 153820 members 
Mstep: Class 6 contains 28132 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 209926 members 
Mstep: Class 12 contains 203997 members 
Mstep: Class 14 contains 7754 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 15778 members 
Mstep: Class 18 contains 19208 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 21 contains 115709 members 
Mstep: Class 22 contains 4357 members 
Mstep: Class 24 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98152960.000000 Penalty: 47113.320312
Iteration 12F: 15 clusters Score -9.815296e+07 nChanged 41566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 5 contains 169901 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 8483 members 
Mstep: Class 9 contains 202418 members 
Mstep: Class 12 contains 190601 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 18153 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 21 contains 124148 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 24 contains 7449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3173.797363 but Gain 3365.238281
Score: -98169376.000000 Penalty: 43748.082031
Iteration 13F: 14 clusters Score -9.816938e+07 nChanged 41739
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 5 contains 190909 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 190062 members 
Mstep: Class 12 contains 178222 members 
Mstep: Class 14 contains 6927 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 17611 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 21 contains 132010 members 
Mstep: Class 24 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98183824.000000 Penalty: 43748.082031
Iteration 14F: 14 clusters Score -9.818382e+07 nChanged 44192
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 5 contains 218906 members 
Mstep: Class 6 contains 22901 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 8406 members 
Mstep: Class 9 contains 172915 members 
Mstep: Class 12 contains 164723 members 
Mstep: Class 14 contains 6519 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 16623 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 21 contains 137224 members 
Mstep: Class 24 contains 8640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98184016.000000 Penalty: 43748.082031
Iteration 15F: 14 clusters Score -9.818402e+07 nChanged 46632
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 5 contains 245622 members 
Mstep: Class 6 contains 21872 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 8172 members 
Mstep: Class 9 contains 156419 members 
Mstep: Class 12 contains 151582 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 16923 members 
Mstep: Class 18 contains 15847 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 21 contains 142266 members 
Mstep: Class 24 contains 9130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98174896.000000 Penalty: 43748.082031
Iteration 16F: 14 clusters Score -9.81749e+07 nChanged 48929
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 5 contains 262914 members 
Mstep: Class 6 contains 21189 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 144482 members 
Mstep: Class 12 contains 141654 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 15300 members 
Mstep: Class 19 contains 1310 members 
Mstep: Class 21 contains 147879 members 
Mstep: Class 24 contains 9591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98169568.000000 Penalty: 43748.082031
Iteration 17F: 14 clusters Score -9.816957e+07 nChanged 44786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 5 contains 266898 members 
Mstep: Class 6 contains 20579 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 8307 members 
Mstep: Class 9 contains 138988 members 
Mstep: Class 12 contains 137706 members 
Mstep: Class 14 contains 6507 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 16674 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 1207 members 
Mstep: Class 21 contains 153635 members 
Mstep: Class 24 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98170608.000000 Penalty: 43748.082031
Iteration 18F: 14 clusters Score -9.817061e+07 nChanged 36433
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 261904 members 
Mstep: Class 6 contains 19958 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 8427 members 
Mstep: Class 9 contains 138232 members 
Mstep: Class 12 contains 137820 members 
Mstep: Class 14 contains 7094 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 14844 members 
Mstep: Class 19 contains 1128 members 
Mstep: Class 21 contains 159001 members 
Mstep: Class 24 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98175312.000000 Penalty: 43748.082031
Iteration 19Q: 14 clusters Score -9.817531e+07 nChanged 30634
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 251927 members 
Mstep: Class 6 contains 19251 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 8387 members 
Mstep: Class 9 contains 140349 members 
Mstep: Class 12 contains 140402 members 
Mstep: Class 14 contains 7904 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 14937 members 
Mstep: Class 19 contains 1066 members 
Mstep: Class 21 contains 163825 members 
Mstep: Class 24 contains 11046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98183144.000000 Penalty: 43748.082031
Iteration 20F: 14 clusters Score -9.818314e+07 nChanged 27067
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 239887 members 
Mstep: Class 6 contains 18458 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 143851 members 
Mstep: Class 12 contains 144422 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 16275 members 
Mstep: Class 18 contains 15104 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 21 contains 167921 members 
Mstep: Class 24 contains 11431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98191272.000000 Penalty: 43748.082031
Iteration 21Q: 14 clusters Score -9.819127e+07 nChanged 25080
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 227053 members 
Mstep: Class 6 contains 17595 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7961 members 
Mstep: Class 9 contains 148069 members 
Mstep: Class 12 contains 149068 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 16113 members 
Mstep: Class 18 contains 15460 members 
Mstep: Class 19 contains 982 members 
Mstep: Class 21 contains 171436 members 
Mstep: Class 24 contains 11793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98202056.000000 Penalty: 43748.082031
Iteration 22Q: 14 clusters Score -9.820206e+07 nChanged 22921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 214399 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 152411 members 
Mstep: Class 12 contains 153959 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 15945 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 21 contains 174351 members 
Mstep: Class 24 contains 12038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98211432.000000 Penalty: 43748.082031
Iteration 23Q: 14 clusters Score -9.821143e+07 nChanged 21256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 202533 members 
Mstep: Class 6 contains 15996 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 156684 members 
Mstep: Class 12 contains 158689 members 
Mstep: Class 14 contains 12515 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 21 contains 176726 members 
Mstep: Class 24 contains 12127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98219176.000000 Penalty: 43748.082031
Iteration 24Q: 14 clusters Score -9.821918e+07 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 191932 members 
Mstep: Class 6 contains 15338 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 6600 members 
Mstep: Class 9 contains 160673 members 
Mstep: Class 12 contains 163022 members 
Mstep: Class 14 contains 13897 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 17310 members 
Mstep: Class 19 contains 865 members 
Mstep: Class 21 contains 178372 members 
Mstep: Class 24 contains 12158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98225160.000000 Penalty: 43748.082031
Iteration 25Q: 14 clusters Score -9.822516e+07 nChanged 17352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 182800 members 
Mstep: Class 6 contains 14805 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 164156 members 
Mstep: Class 12 contains 166926 members 
Mstep: Class 14 contains 15225 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 14964 members 
Mstep: Class 18 contains 18190 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 21 contains 179348 members 
Mstep: Class 24 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98230744.000000 Penalty: 43748.082031
Iteration 26Q: 14 clusters Score -9.823074e+07 nChanged 15621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 175117 members 
Mstep: Class 6 contains 14417 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 166964 members 
Mstep: Class 12 contains 170245 members 
Mstep: Class 14 contains 16517 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 14555 members 
Mstep: Class 18 contains 19178 members 
Mstep: Class 19 contains 810 members 
Mstep: Class 21 contains 179951 members 
Mstep: Class 24 contains 12033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98234096.000000 Penalty: 43748.082031
Iteration 27Q: 14 clusters Score -9.82341e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 168876 members 
Mstep: Class 6 contains 14097 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 5331 members 
Mstep: Class 9 contains 169016 members 
Mstep: Class 12 contains 173013 members 
Mstep: Class 14 contains 17816 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 14100 members 
Mstep: Class 18 contains 20222 members 
Mstep: Class 19 contains 791 members 
Mstep: Class 21 contains 180275 members 
Mstep: Class 24 contains 11945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98237112.000000 Penalty: 43748.082031
Iteration 28Q: 14 clusters Score -9.823711e+07 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 164190 members 
Mstep: Class 6 contains 13898 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 170114 members 
Mstep: Class 12 contains 175134 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 21332 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 21 contains 180536 members 
Mstep: Class 24 contains 11808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98239352.000000 Penalty: 43748.082031
Iteration 29Q: 14 clusters Score -9.823935e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 160456 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 4703 members 
Mstep: Class 9 contains 170680 members 
Mstep: Class 12 contains 176516 members 
Mstep: Class 14 contains 20391 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 13182 members 
Mstep: Class 18 contains 22441 members 
Mstep: Class 19 contains 750 members 
Mstep: Class 21 contains 180951 members 
Mstep: Class 24 contains 11673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98240920.000000 Penalty: 43748.082031
Iteration 30Q: 14 clusters Score -9.824092e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 157472 members 
Mstep: Class 6 contains 13635 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 170789 members 
Mstep: Class 12 contains 177459 members 
Mstep: Class 14 contains 21569 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 12834 members 
Mstep: Class 18 contains 23529 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 21 contains 181445 members 
Mstep: Class 24 contains 11556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98242568.000000 Penalty: 43748.082031
Iteration 31Q: 14 clusters Score -9.824257e+07 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 154882 members 
Mstep: Class 6 contains 13544 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 170566 members 
Mstep: Class 12 contains 177915 members 
Mstep: Class 14 contains 22714 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 12578 members 
Mstep: Class 18 contains 24525 members 
Mstep: Class 19 contains 721 members 
Mstep: Class 21 contains 182361 members 
Mstep: Class 24 contains 11449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98244120.000000 Penalty: 43748.082031
Iteration 32Q: 14 clusters Score -9.824412e+07 nChanged 12296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 152725 members 
Mstep: Class 6 contains 13456 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 170096 members 
Mstep: Class 12 contains 177812 members 
Mstep: Class 14 contains 23865 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 25405 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 21 contains 183674 members 
Mstep: Class 24 contains 11316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98245312.000000 Penalty: 43748.082031
Iteration 33Q: 14 clusters Score -9.824531e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 151074 members 
Mstep: Class 6 contains 13381 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 169241 members 
Mstep: Class 12 contains 177277 members 
Mstep: Class 14 contains 24981 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 26204 members 
Mstep: Class 19 contains 698 members 
Mstep: Class 21 contains 185316 members 
Mstep: Class 24 contains 11176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98246584.000000 Penalty: 43748.082031
Iteration 34Q: 14 clusters Score -9.824658e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 149731 members 
Mstep: Class 6 contains 13328 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 168183 members 
Mstep: Class 12 contains 176291 members 
Mstep: Class 14 contains 26150 members 
Mstep: Class 16 contains 3667 members 
Mstep: Class 17 contains 12189 members 
Mstep: Class 18 contains 26900 members 
Mstep: Class 19 contains 693 members 
Mstep: Class 21 contains 187322 members 
Mstep: Class 24 contains 11008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98247496.000000 Penalty: 43748.082031
Iteration 35Q: 14 clusters Score -9.82475e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 148725 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 166927 members 
Mstep: Class 12 contains 175007 members 
Mstep: Class 14 contains 27284 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 12133 members 
Mstep: Class 18 contains 27559 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 21 contains 189548 members 
Mstep: Class 24 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98249080.000000 Penalty: 43748.082031
Iteration 36Q: 14 clusters Score -9.824908e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 148068 members 
Mstep: Class 6 contains 13171 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 165424 members 
Mstep: Class 12 contains 173421 members 
Mstep: Class 14 contains 28432 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 12099 members 
Mstep: Class 18 contains 28157 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 21 contains 192010 members 
Mstep: Class 24 contains 10596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98249976.000000 Penalty: 43748.082031
Iteration 37Q: 14 clusters Score -9.824998e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 147558 members 
Mstep: Class 6 contains 13118 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 9 contains 163624 members 
Mstep: Class 12 contains 171667 members 
Mstep: Class 14 contains 29497 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 12071 members 
Mstep: Class 18 contains 28733 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 21 contains 194868 members 
Mstep: Class 24 contains 10356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98252000.000000 Penalty: 43748.082031
Iteration 38Q: 14 clusters Score -9.8252e+07 nChanged 9901
Entering ConstructFrom: 
Score: -98252000.000000 Penalty: 43748.082031
Entering ConstructFrom: 
Trying to split cluster 5 (147184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Entering Unmasked Estep 
Score: -18850354.000000 Penalty: 2951.060791
	Iteration 0F: 2 clusters Score -1.885035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -18752024.000000 Penalty: 5902.121582
	Iteration 0F: 3 clusters Score -1.875202e+07 nChanged 70487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -18793844.000000 Penalty: 5902.121582
	Iteration 1F: 3 clusters Score -1.879384e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -18795698.000000 Penalty: 5902.121582
	Iteration 2Q: 3 clusters Score -1.87957e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -18798624.000000 Penalty: 5902.121582
	Iteration 3Q: 3 clusters Score -1.879862e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 91514 members 
Entering Unmasked Estep 
Score: -18803846.000000 Penalty: 5902.121582
	Iteration 4F: 3 clusters Score -1.880385e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -18811908.000000 Penalty: 5902.121582
	Iteration 5F: 3 clusters Score -1.881191e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -18822266.000000 Penalty: 5902.121582
	Iteration 6F: 3 clusters Score -1.882227e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -18832262.000000 Penalty: 5902.121582
	Iteration 7F: 3 clusters Score -1.883226e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 123077 members 
Entering Unmasked Estep 
Score: -18838814.000000 Penalty: 5902.121582
	Iteration 8Q: 3 clusters Score -1.883881e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
Score: -18842026.000000 Penalty: 5902.121582
	Iteration 9Q: 3 clusters Score -1.884203e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
Score: -18843522.000000 Penalty: 5902.121582
	Iteration 10Q: 3 clusters Score -1.884352e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 129776 members 
Entering Unmasked Estep 
Score: -18844228.000000 Penalty: 5902.121582
	Iteration 11Q: 3 clusters Score -1.884423e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -18844694.000000 Penalty: 5902.121582
	Iteration 12Q: 3 clusters Score -1.884469e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 132390 members 
Entering Unmasked Estep 
Score: -18845166.000000 Penalty: 5902.121582
	Iteration 13Q: 3 clusters Score -1.884517e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 133474 members 
Entering Unmasked Estep 
Score: -18845536.000000 Penalty: 5902.121582
	Iteration 14Q: 3 clusters Score -1.884554e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 134442 members 
Entering Unmasked Estep 
Score: -18845806.000000 Penalty: 5902.121582
	Iteration 15Q: 3 clusters Score -1.884581e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -18846078.000000 Penalty: 5902.121582
	Iteration 16Q: 3 clusters Score -1.884608e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -18846320.000000 Penalty: 5902.121582
	Iteration 17Q: 3 clusters Score -1.884632e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 136834 members 
Entering Unmasked Estep 
Score: -18846610.000000 Penalty: 5902.121582
	Iteration 18Q: 3 clusters Score -1.884661e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -18846780.000000 Penalty: 5902.121582
	Iteration 19Q: 3 clusters Score -1.884678e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -18846918.000000 Penalty: 5902.121582
	Iteration 20F: 3 clusters Score -1.884692e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -18847072.000000 Penalty: 5902.121582
	Iteration 21Q: 3 clusters Score -1.884707e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -18847260.000000 Penalty: 5902.121582
	Iteration 22Q: 3 clusters Score -1.884726e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -18847432.000000 Penalty: 5902.121582
	Iteration 23Q: 3 clusters Score -1.884743e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -18847580.000000 Penalty: 5902.121582
	Iteration 24Q: 3 clusters Score -1.884758e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 140390 members 
Entering Unmasked Estep 
Score: -18847686.000000 Penalty: 5902.121582
	Iteration 25Q: 3 clusters Score -1.884769e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 140685 members 
Entering Unmasked Estep 
Score: -18847724.000000 Penalty: 5902.121582
	Iteration 26Q: 3 clusters Score -1.884772e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -18847768.000000 Penalty: 5902.121582
	Iteration 27Q: 3 clusters Score -1.884777e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 141181 members 
Entering Unmasked Estep 
Score: -18847810.000000 Penalty: 5902.121582
	Iteration 28Q: 3 clusters Score -1.884781e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 141409 members 
Entering Unmasked Estep 
Score: -18847902.000000 Penalty: 5902.121582
	Iteration 29Q: 3 clusters Score -1.88479e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 141632 members 
Entering Unmasked Estep 
Score: -18848054.000000 Penalty: 5902.121582
	Iteration 30Q: 3 clusters Score -1.884805e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -18848100.000000 Penalty: 5902.121582
	Iteration 31Q: 3 clusters Score -1.88481e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -18848130.000000 Penalty: 5902.121582
	Iteration 32Q: 3 clusters Score -1.884813e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -18848156.000000 Penalty: 5902.121582
	Iteration 33Q: 3 clusters Score -1.884816e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 142400 members 
Entering Unmasked Estep 
Score: -18848194.000000 Penalty: 5902.121582
	Iteration 34Q: 3 clusters Score -1.884819e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 142545 members 
Entering Unmasked Estep 
Score: -18848248.000000 Penalty: 5902.121582
	Iteration 35Q: 3 clusters Score -1.884825e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -18848312.000000 Penalty: 5902.121582
	Iteration 36Q: 3 clusters Score -1.884831e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -18848344.000000 Penalty: 5902.121582
	Iteration 37Q: 3 clusters Score -1.884834e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 142896 members 
Entering Unmasked Estep 
Score: -18848338.000000 Penalty: 5902.121582
	Iteration 38Q: 3 clusters Score -1.884834e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 142984 members 
Entering Unmasked Estep 
Score: -18848380.000000 Penalty: 5902.121582
	Iteration 39Q: 3 clusters Score -1.884838e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 143068 members 
Entering Unmasked Estep 
Score: -18848384.000000 Penalty: 5902.121582
	Iteration 40F: 3 clusters Score -1.884838e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 143141 members 
Entering Unmasked Estep 
Score: -18848408.000000 Penalty: 5902.121582
	Iteration 41Q: 3 clusters Score -1.884841e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -18848394.000000 Penalty: 5902.121582
	Iteration 42Q: 3 clusters Score -1.884839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 143258 members 
Entering Unmasked Estep 
Score: -18848418.000000 Penalty: 5902.121582
	Iteration 43Q: 3 clusters Score -1.884842e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 143309 members 
Entering Unmasked Estep 
Score: -18848428.000000 Penalty: 5902.121582
	Iteration 44Q: 3 clusters Score -1.884843e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -18848432.000000 Penalty: 5902.121582
	Iteration 45Q: 3 clusters Score -1.884843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -18848468.000000 Penalty: 5902.121582
	Iteration 46Q: 3 clusters Score -1.884847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -18848438.000000 Penalty: 5902.121582
	Iteration 47Q: 3 clusters Score -1.884844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -18848440.000000 Penalty: 5902.121582
	Iteration 48Q: 3 clusters Score -1.884844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 143478 members 
Entering Unmasked Estep 
Score: -18848430.000000 Penalty: 5902.121582
	Iteration 49Q: 3 clusters Score -1.884843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -18848446.000000 Penalty: 5902.121582
	Iteration 50Q: 3 clusters Score -1.884845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 143537 members 
Entering Unmasked Estep 
Score: -18848450.000000 Penalty: 5902.121582
	Iteration 51Q: 3 clusters Score -1.884845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 143567 members 
Entering Unmasked Estep 
Score: -18848442.000000 Penalty: 5902.121582
	Iteration 52Q: 3 clusters Score -1.884844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -18848452.000000 Penalty: 5902.121582
	Iteration 53Q: 3 clusters Score -1.884845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 143615 members 
Entering Unmasked Estep 
Score: -18848446.000000 Penalty: 5902.121582
	Iteration 54Q: 3 clusters Score -1.884845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 143646 members 
Entering Unmasked Estep 
Score: -18848450.000000 Penalty: 5902.121582
	Iteration 55Q: 3 clusters Score -1.884845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 143674 members 
Entering Unmasked Estep 
Score: -18848468.000000 Penalty: 5902.121582
	Iteration 56Q: 3 clusters Score -1.884847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 143693 members 
Entering Unmasked Estep 
Score: -18848468.000000 Penalty: 5902.121582
	Iteration 57Q: 3 clusters Score -1.884847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 143707 members 
Entering Unmasked Estep 
Score: -18848454.000000 Penalty: 5902.121582
	Iteration 58Q: 3 clusters Score -1.884845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -18848476.000000 Penalty: 5902.121582
	Iteration 59Q: 3 clusters Score -1.884848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -18848474.000000 Penalty: 5902.121582
	Iteration 60F: 3 clusters Score -1.884847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -18848474.000000 Penalty: 5902.121582
	Iteration 61Q: 3 clusters Score -1.884847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 143745 members 
Entering Unmasked Estep 
Score: -18848466.000000 Penalty: 5902.121582
	Iteration 62Q: 3 clusters Score -1.884847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 143751 members 
Entering Unmasked Estep 
Score: -18848472.000000 Penalty: 5902.121582
	Iteration 63Q: 3 clusters Score -1.884847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 143757 members 
Entering Unmasked Estep 
Score: -18848484.000000 Penalty: 5902.121582
	Iteration 64Q: 3 clusters Score -1.884848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -18848478.000000 Penalty: 5902.121582
	Iteration 65Q: 3 clusters Score -1.884848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
Score: -18848484.000000 Penalty: 5902.121582
	Iteration 66Q: 3 clusters Score -1.884848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 143760 members 
Entering Unmasked Estep 
Score: -18848484.000000 Penalty: 5902.121582
	Iteration 67Q: 3 clusters Score -1.884848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 143760 members 
Entering Unmasked Estep 
Score: -18848484.000000 Penalty: 5902.121582
	Iteration 68F: 3 clusters Score -1.884848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Entering Unmasked Estep 
Score: -1587181.375000 Penalty: 2350.657471
	Iteration 0F: 2 clusters Score -1587181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1577609.500000 Penalty: 4701.314941
	Iteration 0F: 3 clusters Score -1577610 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1580422.500000 Penalty: 4701.314941
	Iteration 1F: 3 clusters Score -1580422 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1580743.250000 Penalty: 4701.314941
	Iteration 2F: 3 clusters Score -1580743 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1580997.250000 Penalty: 4701.314941
	Iteration 3Q: 3 clusters Score -1580997 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1581236.375000 Penalty: 4701.314941
	Iteration 4Q: 3 clusters Score -1581236 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1581450.000000 Penalty: 4701.314941
	Iteration 5Q: 3 clusters Score -1581450 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1581644.125000 Penalty: 4701.314941
	Iteration 6Q: 3 clusters Score -1581644 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1581823.750000 Penalty: 4701.314941
	Iteration 7Q: 3 clusters Score -1581824 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1582020.500000 Penalty: 4701.314941
	Iteration 8Q: 3 clusters Score -1582020 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1582236.625000 Penalty: 4701.314941
	Iteration 9Q: 3 clusters Score -1582237 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1582478.125000 Penalty: 4701.314941
	Iteration 10Q: 3 clusters Score -1582478 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1582803.625000 Penalty: 4701.314941
	Iteration 11Q: 3 clusters Score -1582804 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1583171.000000 Penalty: 4701.314941
	Iteration 12Q: 3 clusters Score -1583171 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1583630.625000 Penalty: 4701.314941
	Iteration 13Q: 3 clusters Score -1583631 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1584060.250000 Penalty: 4701.314941
	Iteration 14Q: 3 clusters Score -1584060 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1584418.125000 Penalty: 4701.314941
	Iteration 15Q: 3 clusters Score -1584418 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1584679.250000 Penalty: 4701.314941
	Iteration 16Q: 3 clusters Score -1584679 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1584860.500000 Penalty: 4701.314941
	Iteration 17Q: 3 clusters Score -1584860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1584957.750000 Penalty: 4701.314941
	Iteration 18Q: 3 clusters Score -1584958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1585023.500000 Penalty: 4701.314941
	Iteration 19Q: 3 clusters Score -1585024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1585074.500000 Penalty: 4701.314941
	Iteration 20F: 3 clusters Score -1585074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1585110.875000 Penalty: 4701.314941
	Iteration 21Q: 3 clusters Score -1585111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1585142.750000 Penalty: 4701.314941
	Iteration 22Q: 3 clusters Score -1585143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1585162.750000 Penalty: 4701.314941
	Iteration 23Q: 3 clusters Score -1585163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1585178.875000 Penalty: 4701.314941
	Iteration 24Q: 3 clusters Score -1585179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1585190.625000 Penalty: 4701.314941
	Iteration 25Q: 3 clusters Score -1585191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1585196.375000 Penalty: 4701.314941
	Iteration 26Q: 3 clusters Score -1585196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1585200.500000 Penalty: 4701.314941
	Iteration 27Q: 3 clusters Score -1585200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1585203.750000 Penalty: 4701.314941
	Iteration 28Q: 3 clusters Score -1585204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1585203.750000 Penalty: 4701.314941
	Iteration 29F: 3 clusters Score -1585204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -281539.187500 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -281539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -278820.281250 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -278820.3 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282629.437500 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -282629.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -284841.375000 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -284841.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -285539.375000 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -285539.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -286010.125000 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -286010.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -286128.625000 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -286128.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -286165.531250 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -286165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286184.593750 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -286184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -286198.468750 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -286198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -286201.906250 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -286201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -286202.312500 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -286202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -286202.312500 Penalty: 3929.081543
	Iteration 11F: 3 clusters Score -286202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 5 contains 147184 members 
Mstep: Class 6 contains 13075 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 161751 members 
Mstep: Class 12 contains 169810 members 
Mstep: Class 14 contains 30486 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 29337 members 
Mstep: Class 19 contains 685 members 
Mstep: Class 21 contains 197755 members 
Mstep: Class 24 contains 10141 members 
Entering Unmasked Estep 
Score: -98256048.000000 Penalty: 47113.320312
Splitting cluster 7 changes total score from -98252000.000000 to -98256048.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -416687.625000 Penalty: 2002.281128
	Iteration 0F: 2 clusters Score -416687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -413270.312500 Penalty: 4004.562256
	Iteration 0F: 3 clusters Score -413270.3 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -413971.718750 Penalty: 4004.562256
	Iteration 1F: 3 clusters Score -413971.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -414112.843750 Penalty: 4004.562256
	Iteration 2F: 3 clusters Score -414112.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -414182.031250 Penalty: 4004.562256
	Iteration 3Q: 3 clusters Score -414182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -414233.968750 Penalty: 4004.562256
	Iteration 4Q: 3 clusters Score -414234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -414275.656250 Penalty: 4004.562256
	Iteration 5Q: 3 clusters Score -414275.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -414304.187500 Penalty: 4004.562256
	Iteration 6Q: 3 clusters Score -414304.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -414334.375000 Penalty: 4004.562256
	Iteration 7Q: 3 clusters Score -414334.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -414352.437500 Penalty: 4004.562256
	Iteration 8Q: 3 clusters Score -414352.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -414367.250000 Penalty: 4004.562256
	Iteration 9Q: 3 clusters Score -414367.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -414376.531250 Penalty: 4004.562256
	Iteration 10Q: 3 clusters Score -414376.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -414384.218750 Penalty: 4004.562256
	Iteration 11Q: 3 clusters Score -414384.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414392.375000 Penalty: 4004.562256
	Iteration 12Q: 3 clusters Score -414392.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -414395.875000 Penalty: 4004.562256
	Iteration 13Q: 3 clusters Score -414395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -414399.406250 Penalty: 4004.562256
	Iteration 14Q: 3 clusters Score -414399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -414402.250000 Penalty: 4004.562256
	Iteration 15Q: 3 clusters Score -414402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414404.750000 Penalty: 4004.562256
	Iteration 16Q: 3 clusters Score -414404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414405.843750 Penalty: 4004.562256
	Iteration 17Q: 3 clusters Score -414405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414407.437500 Penalty: 4004.562256
	Iteration 18Q: 3 clusters Score -414407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -414408.437500 Penalty: 4004.562256
	Iteration 19Q: 3 clusters Score -414408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -414410.125000 Penalty: 4004.562256
	Iteration 20F: 3 clusters Score -414410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -414411.375000 Penalty: 4004.562256
	Iteration 21Q: 3 clusters Score -414411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -414412.593750 Penalty: 4004.562256
	Iteration 22Q: 3 clusters Score -414412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -414414.406250 Penalty: 4004.562256
	Iteration 23Q: 3 clusters Score -414414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -414414.562500 Penalty: 4004.562256
	Iteration 24Q: 3 clusters Score -414414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -414414.875000 Penalty: 4004.562256
	Iteration 25Q: 3 clusters Score -414414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -414416.343750 Penalty: 4004.562256
	Iteration 26Q: 3 clusters Score -414416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -414418.687500 Penalty: 4004.562256
	Iteration 27Q: 3 clusters Score -414418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -414418.812500 Penalty: 4004.562256
	Iteration 28Q: 3 clusters Score -414418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -414418.812500 Penalty: 4004.562256
	Iteration 29F: 3 clusters Score -414418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (161751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161751 members 
Entering Unmasked Estep 
Score: -20720140.000000 Penalty: 2974.465820
	Iteration 0F: 2 clusters Score -2.072014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -20612728.000000 Penalty: 5948.931641
	Iteration 0F: 3 clusters Score -2.061273e+07 nChanged 77410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -20657558.000000 Penalty: 5948.931641
	Iteration 1F: 3 clusters Score -2.065756e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -20658744.000000 Penalty: 5948.931641
	Iteration 2Q: 3 clusters Score -2.065874e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -20660420.000000 Penalty: 5948.931641
	Iteration 3Q: 3 clusters Score -2.066042e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -20662872.000000 Penalty: 5948.931641
	Iteration 4Q: 3 clusters Score -2.066287e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -20666986.000000 Penalty: 5948.931641
	Iteration 5F: 3 clusters Score -2.066699e+07 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109177 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -20674058.000000 Penalty: 5948.931641
	Iteration 6F: 3 clusters Score -2.067406e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120809 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -20684048.000000 Penalty: 5948.931641
	Iteration 7F: 3 clusters Score -2.068405e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -20694912.000000 Penalty: 5948.931641
	Iteration 8F: 3 clusters Score -2.069491e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -20703526.000000 Penalty: 5948.931641
	Iteration 9F: 3 clusters Score -2.070353e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147273 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -20709048.000000 Penalty: 5948.931641
	Iteration 10Q: 3 clusters Score -2.070905e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -20712348.000000 Penalty: 5948.931641
	Iteration 11Q: 3 clusters Score -2.071235e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -20714200.000000 Penalty: 5948.931641
	Iteration 12Q: 3 clusters Score -2.07142e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155289 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -20715468.000000 Penalty: 5948.931641
	Iteration 13Q: 3 clusters Score -2.071547e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -20716264.000000 Penalty: 5948.931641
	Iteration 14Q: 3 clusters Score -2.071626e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157415 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -20716902.000000 Penalty: 5948.931641
	Iteration 15Q: 3 clusters Score -2.07169e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -20717358.000000 Penalty: 5948.931641
	Iteration 16Q: 3 clusters Score -2.071736e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -20717608.000000 Penalty: 5948.931641
	Iteration 17Q: 3 clusters Score -2.071761e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158895 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -20717890.000000 Penalty: 5948.931641
	Iteration 18Q: 3 clusters Score -2.071789e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -20717942.000000 Penalty: 5948.931641
	Iteration 19Q: 3 clusters Score -2.071794e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -20717998.000000 Penalty: 5948.931641
	Iteration 20F: 3 clusters Score -2.0718e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -20718056.000000 Penalty: 5948.931641
	Iteration 21Q: 3 clusters Score -2.071806e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -20718044.000000 Penalty: 5948.931641
	Iteration 22Q: 3 clusters Score -2.071804e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20718052.000000 Penalty: 5948.931641
	Iteration 23Q: 3 clusters Score -2.071805e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20718094.000000 Penalty: 5948.931641
	Iteration 24Q: 3 clusters Score -2.071809e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -20718150.000000 Penalty: 5948.931641
	Iteration 25Q: 3 clusters Score -2.071815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -20718160.000000 Penalty: 5948.931641
	Iteration 26Q: 3 clusters Score -2.071816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -20718208.000000 Penalty: 5948.931641
	Iteration 27Q: 3 clusters Score -2.071821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -20718188.000000 Penalty: 5948.931641
	Iteration 28Q: 3 clusters Score -2.071819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -20718192.000000 Penalty: 5948.931641
	Iteration 29Q: 3 clusters Score -2.071819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20718204.000000 Penalty: 5948.931641
	Iteration 30Q: 3 clusters Score -2.07182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159894 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -20718222.000000 Penalty: 5948.931641
	Iteration 31Q: 3 clusters Score -2.071822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159913 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -20718228.000000 Penalty: 5948.931641
	Iteration 32Q: 3 clusters Score -2.071823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159929 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20718244.000000 Penalty: 5948.931641
	Iteration 33Q: 3 clusters Score -2.071824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20718234.000000 Penalty: 5948.931641
	Iteration 34Q: 3 clusters Score -2.071823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20718222.000000 Penalty: 5948.931641
	Iteration 35Q: 3 clusters Score -2.071822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20718236.000000 Penalty: 5948.931641
	Iteration 36Q: 3 clusters Score -2.071824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -20718258.000000 Penalty: 5948.931641
	Iteration 37Q: 3 clusters Score -2.071826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159973 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20718260.000000 Penalty: 5948.931641
	Iteration 38Q: 3 clusters Score -2.071826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -20718268.000000 Penalty: 5948.931641
	Iteration 39Q: 3 clusters Score -2.071827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159985 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20718252.000000 Penalty: 5948.931641
	Iteration 40F: 3 clusters Score -2.071825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -20718250.000000 Penalty: 5948.931641
	Iteration 41Q: 3 clusters Score -2.071825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20718248.000000 Penalty: 5948.931641
	Iteration 42Q: 3 clusters Score -2.071825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20718246.000000 Penalty: 5948.931641
	Iteration 43Q: 3 clusters Score -2.071825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20718246.000000 Penalty: 5948.931641
	Iteration 44Q: 3 clusters Score -2.071825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160012 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20718238.000000 Penalty: 5948.931641
	Iteration 45Q: 3 clusters Score -2.071824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -20718228.000000 Penalty: 5948.931641
	Iteration 46Q: 3 clusters Score -2.071823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -20718224.000000 Penalty: 5948.931641
	Iteration 47Q: 3 clusters Score -2.071822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -20718224.000000 Penalty: 5948.931641
	Iteration 48F: 3 clusters Score -2.071822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Entering Unmasked Estep 
Score: -21725284.000000 Penalty: 2986.523926
	Iteration 0F: 2 clusters Score -2.172528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -21613476.000000 Penalty: 5973.047852
	Iteration 0F: 3 clusters Score -2.161348e+07 nChanged 81283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -21661932.000000 Penalty: 5973.047852
	Iteration 1F: 3 clusters Score -2.166193e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -21663906.000000 Penalty: 5973.047852
	Iteration 2Q: 3 clusters Score -2.166391e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -21667212.000000 Penalty: 5973.047852
	Iteration 3Q: 3 clusters Score -2.166721e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -21672586.000000 Penalty: 5973.047852
	Iteration 4F: 3 clusters Score -2.167259e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -21680754.000000 Penalty: 5973.047852
	Iteration 5F: 3 clusters Score -2.168075e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -21691334.000000 Penalty: 5973.047852
	Iteration 6F: 3 clusters Score -2.169133e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -21701854.000000 Penalty: 5973.047852
	Iteration 7F: 3 clusters Score -2.170185e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 139043 members 
Entering Unmasked Estep 
Score: -21709528.000000 Penalty: 5973.047852
	Iteration 8F: 3 clusters Score -2.170953e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 143215 members 
Entering Unmasked Estep 
Score: -21713754.000000 Penalty: 5973.047852
	Iteration 9Q: 3 clusters Score -2.171375e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 146266 members 
Entering Unmasked Estep 
Score: -21716130.000000 Penalty: 5973.047852
	Iteration 10Q: 3 clusters Score -2.171613e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -21717520.000000 Penalty: 5973.047852
	Iteration 11Q: 3 clusters Score -2.171752e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -21718850.000000 Penalty: 5973.047852
	Iteration 12Q: 3 clusters Score -2.171885e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -21719878.000000 Penalty: 5973.047852
	Iteration 13Q: 3 clusters Score -2.171988e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -21720870.000000 Penalty: 5973.047852
	Iteration 14Q: 3 clusters Score -2.172087e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -21721652.000000 Penalty: 5973.047852
	Iteration 15Q: 3 clusters Score -2.172165e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -21722264.000000 Penalty: 5973.047852
	Iteration 16Q: 3 clusters Score -2.172226e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -21722602.000000 Penalty: 5973.047852
	Iteration 17Q: 3 clusters Score -2.17226e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -21722894.000000 Penalty: 5973.047852
	Iteration 18Q: 3 clusters Score -2.172289e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -21723170.000000 Penalty: 5973.047852
	Iteration 19Q: 3 clusters Score -2.172317e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -21723404.000000 Penalty: 5973.047852
	Iteration 20F: 3 clusters Score -2.17234e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -21723596.000000 Penalty: 5973.047852
	Iteration 21Q: 3 clusters Score -2.17236e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -21723692.000000 Penalty: 5973.047852
	Iteration 22Q: 3 clusters Score -2.172369e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 163727 members 
Entering Unmasked Estep 
Score: -21723770.000000 Penalty: 5973.047852
	Iteration 23Q: 3 clusters Score -2.172377e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -21723800.000000 Penalty: 5973.047852
	Iteration 24Q: 3 clusters Score -2.17238e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -21723854.000000 Penalty: 5973.047852
	Iteration 25Q: 3 clusters Score -2.172385e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -21723864.000000 Penalty: 5973.047852
	Iteration 26Q: 3 clusters Score -2.172386e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -21723842.000000 Penalty: 5973.047852
	Iteration 27Q: 3 clusters Score -2.172384e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 165425 members 
Entering Unmasked Estep 
Score: -21723860.000000 Penalty: 5973.047852
	Iteration 28Q: 3 clusters Score -2.172386e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -21723862.000000 Penalty: 5973.047852
	Iteration 29Q: 3 clusters Score -2.172386e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 165809 members 
Entering Unmasked Estep 
Score: -21723846.000000 Penalty: 5973.047852
	Iteration 30Q: 3 clusters Score -2.172385e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 165966 members 
Entering Unmasked Estep 
Score: -21723884.000000 Penalty: 5973.047852
	Iteration 31Q: 3 clusters Score -2.172388e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -21723878.000000 Penalty: 5973.047852
	Iteration 32Q: 3 clusters Score -2.172388e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -21723858.000000 Penalty: 5973.047852
	Iteration 33Q: 3 clusters Score -2.172386e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -21723892.000000 Penalty: 5973.047852
	Iteration 34Q: 3 clusters Score -2.172389e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -21723902.000000 Penalty: 5973.047852
	Iteration 35Q: 3 clusters Score -2.17239e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 166619 members 
Entering Unmasked Estep 
Score: -21723922.000000 Penalty: 5973.047852
	Iteration 36Q: 3 clusters Score -2.172392e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -21723916.000000 Penalty: 5973.047852
	Iteration 37Q: 3 clusters Score -2.172392e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -21723918.000000 Penalty: 5973.047852
	Iteration 38Q: 3 clusters Score -2.172392e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 166821 members 
Entering Unmasked Estep 
Score: -21723906.000000 Penalty: 5973.047852
	Iteration 39Q: 3 clusters Score -2.172391e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 166875 members 
Entering Unmasked Estep 
Score: -21723908.000000 Penalty: 5973.047852
	Iteration 40F: 3 clusters Score -2.172391e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 166918 members 
Entering Unmasked Estep 
Score: -21723922.000000 Penalty: 5973.047852
	Iteration 41Q: 3 clusters Score -2.172392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -21723872.000000 Penalty: 5973.047852
	Iteration 42Q: 3 clusters Score -2.172387e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -21723864.000000 Penalty: 5973.047852
	Iteration 43Q: 3 clusters Score -2.172386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 167006 members 
Entering Unmasked Estep 
Score: -21723884.000000 Penalty: 5973.047852
	Iteration 44Q: 3 clusters Score -2.172388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 167023 members 
Entering Unmasked Estep 
Score: -21723862.000000 Penalty: 5973.047852
	Iteration 45Q: 3 clusters Score -2.172386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 167039 members 
Entering Unmasked Estep 
Score: -21723870.000000 Penalty: 5973.047852
	Iteration 46Q: 3 clusters Score -2.172387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -21723876.000000 Penalty: 5973.047852
	Iteration 47Q: 3 clusters Score -2.172388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -21723870.000000 Penalty: 5973.047852
	Iteration 48Q: 3 clusters Score -2.172387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -21723880.000000 Penalty: 5973.047852
	Iteration 49Q: 3 clusters Score -2.172388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -21723886.000000 Penalty: 5973.047852
	Iteration 50Q: 3 clusters Score -2.172389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -21723884.000000 Penalty: 5973.047852
	Iteration 51Q: 3 clusters Score -2.172388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -21723874.000000 Penalty: 5973.047852
	Iteration 52Q: 3 clusters Score -2.172387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -21723890.000000 Penalty: 5973.047852
	Iteration 53Q: 3 clusters Score -2.172389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 167163 members 
Entering Unmasked Estep 
Score: -21723884.000000 Penalty: 5973.047852
	Iteration 54Q: 3 clusters Score -2.172388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -21723896.000000 Penalty: 5973.047852
	Iteration 55Q: 3 clusters Score -2.17239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -21723870.000000 Penalty: 5973.047852
	Iteration 56Q: 3 clusters Score -2.172387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 167223 members 
Entering Unmasked Estep 
Score: -21723864.000000 Penalty: 5973.047852
	Iteration 57Q: 3 clusters Score -2.172386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -21723888.000000 Penalty: 5973.047852
	Iteration 58Q: 3 clusters Score -2.172389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -21723874.000000 Penalty: 5973.047852
	Iteration 59Q: 3 clusters Score -2.172387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 167260 members 
Entering Unmasked Estep 
Score: -21723874.000000 Penalty: 5973.047852
	Iteration 60F: 3 clusters Score -2.172387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 167266 members 
Entering Unmasked Estep 
Score: -21723868.000000 Penalty: 5973.047852
	Iteration 61Q: 3 clusters Score -2.172387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 167276 members 
Entering Unmasked Estep 
Score: -21723872.000000 Penalty: 5973.047852
	Iteration 62Q: 3 clusters Score -2.172387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -21723872.000000 Penalty: 5973.047852
	Iteration 63Q: 3 clusters Score -2.172387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -21723872.000000 Penalty: 5973.047852
	Iteration 64Q: 3 clusters Score -2.172387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -21723868.000000 Penalty: 5973.047852
	Iteration 65Q: 3 clusters Score -2.172387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -21723868.000000 Penalty: 5973.047852
	Iteration 66Q: 3 clusters Score -2.172387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -21723868.000000 Penalty: 5973.047852
	Iteration 67F: 3 clusters Score -2.172387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Entering Unmasked Estep 
Score: -3965712.250000 Penalty: 2560.605713
	Iteration 0F: 2 clusters Score -3965712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3944848.250000 Penalty: 5121.211426
	Iteration 0F: 3 clusters Score -3944848 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3952246.000000 Penalty: 5121.211426
	Iteration 1F: 3 clusters Score -3952246 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3952685.000000 Penalty: 5121.211426
	Iteration 2Q: 3 clusters Score -3952685 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3953096.250000 Penalty: 5121.211426
	Iteration 3Q: 3 clusters Score -3953096 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3953524.750000 Penalty: 5121.211426
	Iteration 4Q: 3 clusters Score -3953525 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3953974.000000 Penalty: 5121.211426
	Iteration 5Q: 3 clusters Score -3953974 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3954453.500000 Penalty: 5121.211426
	Iteration 6Q: 3 clusters Score -3954454 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3955064.500000 Penalty: 5121.211426
	Iteration 7Q: 3 clusters Score -3955064 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3955878.750000 Penalty: 5121.211426
	Iteration 8Q: 3 clusters Score -3955879 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3956985.750000 Penalty: 5121.211426
	Iteration 9F: 3 clusters Score -3956986 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3958507.250000 Penalty: 5121.211426
	Iteration 10F: 3 clusters Score -3958507 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3960098.750000 Penalty: 5121.211426
	Iteration 11F: 3 clusters Score -3960099 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3961159.000000 Penalty: 5121.211426
	Iteration 12Q: 3 clusters Score -3961159 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3961686.000000 Penalty: 5121.211426
	Iteration 13Q: 3 clusters Score -3961686 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3961918.000000 Penalty: 5121.211426
	Iteration 14Q: 3 clusters Score -3961918 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3962079.250000 Penalty: 5121.211426
	Iteration 15Q: 3 clusters Score -3962079 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3962196.250000 Penalty: 5121.211426
	Iteration 16Q: 3 clusters Score -3962196 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3962291.750000 Penalty: 5121.211426
	Iteration 17Q: 3 clusters Score -3962292 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3962385.000000 Penalty: 5121.211426
	Iteration 18Q: 3 clusters Score -3962385 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3962467.000000 Penalty: 5121.211426
	Iteration 19Q: 3 clusters Score -3962467 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3962553.750000 Penalty: 5121.211426
	Iteration 20F: 3 clusters Score -3962554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3962621.750000 Penalty: 5121.211426
	Iteration 21Q: 3 clusters Score -3962622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3962684.750000 Penalty: 5121.211426
	Iteration 22Q: 3 clusters Score -3962685 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3962746.500000 Penalty: 5121.211426
	Iteration 23Q: 3 clusters Score -3962746 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3962781.250000 Penalty: 5121.211426
	Iteration 24Q: 3 clusters Score -3962781 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3962819.000000 Penalty: 5121.211426
	Iteration 25Q: 3 clusters Score -3962819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3962859.750000 Penalty: 5121.211426
	Iteration 26Q: 3 clusters Score -3962860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3962882.750000 Penalty: 5121.211426
	Iteration 27Q: 3 clusters Score -3962883 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3962925.750000 Penalty: 5121.211426
	Iteration 28Q: 3 clusters Score -3962926 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3962964.000000 Penalty: 5121.211426
	Iteration 29Q: 3 clusters Score -3962964 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3963000.500000 Penalty: 5121.211426
	Iteration 30Q: 3 clusters Score -3963000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3963036.750000 Penalty: 5121.211426
	Iteration 31Q: 3 clusters Score -3963037 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3963080.000000 Penalty: 5121.211426
	Iteration 32Q: 3 clusters Score -3963080 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3963112.500000 Penalty: 5121.211426
	Iteration 33Q: 3 clusters Score -3963112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3963154.500000 Penalty: 5121.211426
	Iteration 34Q: 3 clusters Score -3963154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3963170.500000 Penalty: 5121.211426
	Iteration 35Q: 3 clusters Score -3963170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3963189.000000 Penalty: 5121.211426
	Iteration 36Q: 3 clusters Score -3963189 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3963216.500000 Penalty: 5121.211426
	Iteration 37Q: 3 clusters Score -3963216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3963244.500000 Penalty: 5121.211426
	Iteration 38Q: 3 clusters Score -3963244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3963263.250000 Penalty: 5121.211426
	Iteration 39Q: 3 clusters Score -3963263 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3963276.250000 Penalty: 5121.211426
	Iteration 40F: 3 clusters Score -3963276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3963298.000000 Penalty: 5121.211426
	Iteration 41Q: 3 clusters Score -3963298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -3963313.750000 Penalty: 5121.211426
	Iteration 42Q: 3 clusters Score -3963314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3963323.000000 Penalty: 5121.211426
	Iteration 43Q: 3 clusters Score -3963323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3963330.250000 Penalty: 5121.211426
	Iteration 44Q: 3 clusters Score -3963330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3963346.000000 Penalty: 5121.211426
	Iteration 45Q: 3 clusters Score -3963346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3963358.750000 Penalty: 5121.211426
	Iteration 46Q: 3 clusters Score -3963359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3963357.250000 Penalty: 5121.211426
	Iteration 47Q: 3 clusters Score -3963357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3963372.750000 Penalty: 5121.211426
	Iteration 48Q: 3 clusters Score -3963373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3963374.500000 Penalty: 5121.211426
	Iteration 49Q: 3 clusters Score -3963374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3963379.500000 Penalty: 5121.211426
	Iteration 50Q: 3 clusters Score -3963380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3963386.250000 Penalty: 5121.211426
	Iteration 51Q: 3 clusters Score -3963386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3963387.250000 Penalty: 5121.211426
	Iteration 52Q: 3 clusters Score -3963387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3963387.500000 Penalty: 5121.211426
	Iteration 53Q: 3 clusters Score -3963388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3963388.500000 Penalty: 5121.211426
	Iteration 54Q: 3 clusters Score -3963388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3963392.000000 Penalty: 5121.211426
	Iteration 55Q: 3 clusters Score -3963392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3963396.000000 Penalty: 5121.211426
	Iteration 56Q: 3 clusters Score -3963396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3963394.250000 Penalty: 5121.211426
	Iteration 57Q: 3 clusters Score -3963394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3963406.500000 Penalty: 5121.211426
	Iteration 58Q: 3 clusters Score -3963406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3963407.000000 Penalty: 5121.211426
	Iteration 59Q: 3 clusters Score -3963407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3963412.750000 Penalty: 5121.211426
	Iteration 60F: 3 clusters Score -3963413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3963415.500000 Penalty: 5121.211426
	Iteration 61Q: 3 clusters Score -3963416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3963418.250000 Penalty: 5121.211426
	Iteration 62Q: 3 clusters Score -3963418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3963424.500000 Penalty: 5121.211426
	Iteration 63Q: 3 clusters Score -3963424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3963429.000000 Penalty: 5121.211426
	Iteration 64Q: 3 clusters Score -3963429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3963427.500000 Penalty: 5121.211426
	Iteration 65Q: 3 clusters Score -3963428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3963427.250000 Penalty: 5121.211426
	Iteration 66Q: 3 clusters Score -3963427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3963429.750000 Penalty: 5121.211426
	Iteration 67Q: 3 clusters Score -3963430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3963426.250000 Penalty: 5121.211426
	Iteration 68Q: 3 clusters Score -3963426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3963439.500000 Penalty: 5121.211426
	Iteration 69Q: 3 clusters Score -3963440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3963438.250000 Penalty: 5121.211426
	Iteration 70Q: 3 clusters Score -3963438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3963436.000000 Penalty: 5121.211426
	Iteration 71Q: 3 clusters Score -3963436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3963441.000000 Penalty: 5121.211426
	Iteration 72Q: 3 clusters Score -3963441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3963437.000000 Penalty: 5121.211426
	Iteration 73Q: 3 clusters Score -3963437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3963441.750000 Penalty: 5121.211426
	Iteration 74Q: 3 clusters Score -3963442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3963445.250000 Penalty: 5121.211426
	Iteration 75Q: 3 clusters Score -3963445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3963444.250000 Penalty: 5121.211426
	Iteration 76Q: 3 clusters Score -3963444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3963450.750000 Penalty: 5121.211426
	Iteration 77Q: 3 clusters Score -3963451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3963442.500000 Penalty: 5121.211426
	Iteration 78Q: 3 clusters Score -3963442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3963446.000000 Penalty: 5121.211426
	Iteration 79Q: 3 clusters Score -3963446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3963453.500000 Penalty: 5121.211426
	Iteration 80F: 3 clusters Score -3963454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3963459.750000 Penalty: 5121.211426
	Iteration 81Q: 3 clusters Score -3963460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3963460.750000 Penalty: 5121.211426
	Iteration 82Q: 3 clusters Score -3963461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -3963463.000000 Penalty: 5121.211426
	Iteration 83Q: 3 clusters Score -3963463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3963465.000000 Penalty: 5121.211426
	Iteration 84Q: 3 clusters Score -3963465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -3963473.250000 Penalty: 5121.211426
	Iteration 85Q: 3 clusters Score -3963473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3963471.000000 Penalty: 5121.211426
	Iteration 86Q: 3 clusters Score -3963471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3963469.000000 Penalty: 5121.211426
	Iteration 87Q: 3 clusters Score -3963469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3963472.500000 Penalty: 5121.211426
	Iteration 88Q: 3 clusters Score -3963472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3963478.250000 Penalty: 5121.211426
	Iteration 89Q: 3 clusters Score -3963478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3963481.750000 Penalty: 5121.211426
	Iteration 90Q: 3 clusters Score -3963482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3963479.750000 Penalty: 5121.211426
	Iteration 91Q: 3 clusters Score -3963480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3963481.000000 Penalty: 5121.211426
	Iteration 92Q: 3 clusters Score -3963481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3963483.250000 Penalty: 5121.211426
	Iteration 93Q: 3 clusters Score -3963483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3963483.250000 Penalty: 5121.211426
	Iteration 94Q: 3 clusters Score -3963483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3963481.750000 Penalty: 5121.211426
	Iteration 95Q: 3 clusters Score -3963482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3963481.750000 Penalty: 5121.211426
	Iteration 96F: 3 clusters Score -3963482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -457067.375000 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -457067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -453394.531250 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -453394.5 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -454216.468750 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -454216.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -454409.187500 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -454409.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -454508.281250 Penalty: 4071.141602
	Iteration 3Q: 3 clusters Score -454508.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -454582.218750 Penalty: 4071.141602
	Iteration 4Q: 3 clusters Score -454582.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -454638.531250 Penalty: 4071.141602
	Iteration 5Q: 3 clusters Score -454638.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -454679.343750 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -454679.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -454713.437500 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -454713.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -454751.875000 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -454751.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -454785.406250 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -454785.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -454812.250000 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -454812.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -454832.812500 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -454832.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -454854.250000 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -454854.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -454873.500000 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -454873.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -454892.406250 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -454892.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -454922.093750 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -454922.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -454950.156250 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -454950.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -454982.000000 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -454982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -455019.406250 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -455019.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -455050.250000 Penalty: 4071.141602
	Iteration 19Q: 3 clusters Score -455050.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -455087.843750 Penalty: 4071.141602
	Iteration 20F: 3 clusters Score -455087.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -455149.281250 Penalty: 4071.141602
	Iteration 21Q: 3 clusters Score -455149.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -455206.906250 Penalty: 4071.141602
	Iteration 22Q: 3 clusters Score -455206.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -455285.718750 Penalty: 4071.141602
	Iteration 23Q: 3 clusters Score -455285.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -455352.531250 Penalty: 4071.141602
	Iteration 24Q: 3 clusters Score -455352.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -455411.250000 Penalty: 4071.141602
	Iteration 25Q: 3 clusters Score -455411.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -455454.406250 Penalty: 4071.141602
	Iteration 26Q: 3 clusters Score -455454.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -455495.250000 Penalty: 4071.141602
	Iteration 27Q: 3 clusters Score -455495.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -455525.343750 Penalty: 4071.141602
	Iteration 28Q: 3 clusters Score -455525.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -455558.468750 Penalty: 4071.141602
	Iteration 29Q: 3 clusters Score -455558.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -455586.218750 Penalty: 4071.141602
	Iteration 30Q: 3 clusters Score -455586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -455607.375000 Penalty: 4071.141602
	Iteration 31Q: 3 clusters Score -455607.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -455622.500000 Penalty: 4071.141602
	Iteration 32Q: 3 clusters Score -455622.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -455629.343750 Penalty: 4071.141602
	Iteration 33Q: 3 clusters Score -455629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -455639.718750 Penalty: 4071.141602
	Iteration 34Q: 3 clusters Score -455639.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -455652.781250 Penalty: 4071.141602
	Iteration 35Q: 3 clusters Score -455652.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -455662.343750 Penalty: 4071.141602
	Iteration 36Q: 3 clusters Score -455662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -455668.531250 Penalty: 4071.141602
	Iteration 37Q: 3 clusters Score -455668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -455675.906250 Penalty: 4071.141602
	Iteration 38Q: 3 clusters Score -455675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -455680.937500 Penalty: 4071.141602
	Iteration 39Q: 3 clusters Score -455680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -455687.718750 Penalty: 4071.141602
	Iteration 40F: 3 clusters Score -455687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -455691.718750 Penalty: 4071.141602
	Iteration 41Q: 3 clusters Score -455691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -455692.218750 Penalty: 4071.141602
	Iteration 42Q: 3 clusters Score -455692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -455693.156250 Penalty: 4071.141602
	Iteration 43Q: 3 clusters Score -455693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -455694.000000 Penalty: 4071.141602
	Iteration 44Q: 3 clusters Score -455694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -455696.156250 Penalty: 4071.141602
	Iteration 45Q: 3 clusters Score -455696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -455696.843750 Penalty: 4071.141602
	Iteration 46Q: 3 clusters Score -455696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -455696.843750 Penalty: 4071.141602
	Iteration 47F: 3 clusters Score -455696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -1479601.625000 Penalty: 2330.390869
	Iteration 0F: 2 clusters Score -1479602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1470623.000000 Penalty: 4660.781738
	Iteration 0F: 3 clusters Score -1470623 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1473347.125000 Penalty: 4660.781738
	Iteration 1F: 3 clusters Score -1473347 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1473606.500000 Penalty: 4660.781738
	Iteration 2F: 3 clusters Score -1473606 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1473825.250000 Penalty: 4660.781738
	Iteration 3Q: 3 clusters Score -1473825 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1474000.125000 Penalty: 4660.781738
	Iteration 4Q: 3 clusters Score -1474000 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1474172.375000 Penalty: 4660.781738
	Iteration 5Q: 3 clusters Score -1474172 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1474417.875000 Penalty: 4660.781738
	Iteration 6Q: 3 clusters Score -1474418 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1474773.625000 Penalty: 4660.781738
	Iteration 7Q: 3 clusters Score -1474774 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1475135.500000 Penalty: 4660.781738
	Iteration 8Q: 3 clusters Score -1475136 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1475500.375000 Penalty: 4660.781738
	Iteration 9Q: 3 clusters Score -1475500 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1475814.750000 Penalty: 4660.781738
	Iteration 10Q: 3 clusters Score -1475815 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1476091.875000 Penalty: 4660.781738
	Iteration 11Q: 3 clusters Score -1476092 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1476320.375000 Penalty: 4660.781738
	Iteration 12Q: 3 clusters Score -1476320 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1476521.500000 Penalty: 4660.781738
	Iteration 13Q: 3 clusters Score -1476522 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1476706.750000 Penalty: 4660.781738
	Iteration 14Q: 3 clusters Score -1476707 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1476914.375000 Penalty: 4660.781738
	Iteration 15Q: 3 clusters Score -1476914 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1477145.875000 Penalty: 4660.781738
	Iteration 16Q: 3 clusters Score -1477146 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1477356.000000 Penalty: 4660.781738
	Iteration 17Q: 3 clusters Score -1477356 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1477473.500000 Penalty: 4660.781738
	Iteration 18Q: 3 clusters Score -1477474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1477535.125000 Penalty: 4660.781738
	Iteration 19Q: 3 clusters Score -1477535 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1477571.000000 Penalty: 4660.781738
	Iteration 20F: 3 clusters Score -1477571 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1477593.125000 Penalty: 4660.781738
	Iteration 21Q: 3 clusters Score -1477593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1477607.750000 Penalty: 4660.781738
	Iteration 22Q: 3 clusters Score -1477608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1477617.250000 Penalty: 4660.781738
	Iteration 23Q: 3 clusters Score -1477617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1477623.750000 Penalty: 4660.781738
	Iteration 24Q: 3 clusters Score -1477624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1477626.375000 Penalty: 4660.781738
	Iteration 25Q: 3 clusters Score -1477626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1477632.750000 Penalty: 4660.781738
	Iteration 26Q: 3 clusters Score -1477633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1477632.125000 Penalty: 4660.781738
	Iteration 27Q: 3 clusters Score -1477632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1477632.625000 Penalty: 4660.781738
	Iteration 28Q: 3 clusters Score -1477633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1477634.500000 Penalty: 4660.781738
	Iteration 29Q: 3 clusters Score -1477634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1477635.750000 Penalty: 4660.781738
	Iteration 30Q: 3 clusters Score -1477636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1477638.000000 Penalty: 4660.781738
	Iteration 31Q: 3 clusters Score -1477638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1477637.625000 Penalty: 4660.781738
	Iteration 32Q: 3 clusters Score -1477638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1477634.875000 Penalty: 4660.781738
	Iteration 33Q: 3 clusters Score -1477635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1477638.500000 Penalty: 4660.781738
	Iteration 34Q: 3 clusters Score -1477638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1477640.625000 Penalty: 4660.781738
	Iteration 35Q: 3 clusters Score -1477641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1477639.500000 Penalty: 4660.781738
	Iteration 36Q: 3 clusters Score -1477640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1477643.375000 Penalty: 4660.781738
	Iteration 37Q: 3 clusters Score -1477643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1477647.625000 Penalty: 4660.781738
	Iteration 38Q: 3 clusters Score -1477648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1477647.750000 Penalty: 4660.781738
	Iteration 39Q: 3 clusters Score -1477648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1477647.500000 Penalty: 4660.781738
	Iteration 40F: 3 clusters Score -1477648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1477648.375000 Penalty: 4660.781738
	Iteration 41Q: 3 clusters Score -1477648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1477650.875000 Penalty: 4660.781738
	Iteration 42Q: 3 clusters Score -1477651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1477654.250000 Penalty: 4660.781738
	Iteration 43Q: 3 clusters Score -1477654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1477656.500000 Penalty: 4660.781738
	Iteration 44Q: 3 clusters Score -1477656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1477661.500000 Penalty: 4660.781738
	Iteration 45Q: 3 clusters Score -1477662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1477662.500000 Penalty: 4660.781738
	Iteration 46Q: 3 clusters Score -1477662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1477661.000000 Penalty: 4660.781738
	Iteration 47Q: 3 clusters Score -1477661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1477663.125000 Penalty: 4660.781738
	Iteration 48Q: 3 clusters Score -1477663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1477662.625000 Penalty: 4660.781738
	Iteration 49Q: 3 clusters Score -1477663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1477663.875000 Penalty: 4660.781738
	Iteration 50Q: 3 clusters Score -1477664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1477662.750000 Penalty: 4660.781738
	Iteration 51Q: 3 clusters Score -1477663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1477663.375000 Penalty: 4660.781738
	Iteration 52Q: 3 clusters Score -1477663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1477662.250000 Penalty: 4660.781738
	Iteration 53Q: 3 clusters Score -1477662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1477662.500000 Penalty: 4660.781738
	Iteration 54Q: 3 clusters Score -1477662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1477662.250000 Penalty: 4660.781738
	Iteration 55Q: 3 clusters Score -1477662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1477660.625000 Penalty: 4660.781738
	Iteration 56Q: 3 clusters Score -1477661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1477659.375000 Penalty: 4660.781738
	Iteration 57Q: 3 clusters Score -1477659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1477662.000000 Penalty: 4660.781738
	Iteration 58Q: 3 clusters Score -1477662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1477663.500000 Penalty: 4660.781738
	Iteration 59Q: 3 clusters Score -1477664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1477667.375000 Penalty: 4660.781738
	Iteration 60F: 3 clusters Score -1477667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1477666.875000 Penalty: 4660.781738
	Iteration 61Q: 3 clusters Score -1477667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1477665.250000 Penalty: 4660.781738
	Iteration 62Q: 3 clusters Score -1477665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1477664.750000 Penalty: 4660.781738
	Iteration 63Q: 3 clusters Score -1477665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1477666.750000 Penalty: 4660.781738
	Iteration 64Q: 3 clusters Score -1477667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1477666.125000 Penalty: 4660.781738
	Iteration 65Q: 3 clusters Score -1477666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1477665.125000 Penalty: 4660.781738
	Iteration 66Q: 3 clusters Score -1477665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1477665.125000 Penalty: 4660.781738
	Iteration 67F: 3 clusters Score -1477665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Entering Unmasked Estep 
Score: -3685825.750000 Penalty: 2551.078125
	Iteration 0F: 2 clusters Score -3685826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3665726.750000 Penalty: 5102.156250
	Iteration 0F: 3 clusters Score -3665727 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3672630.000000 Penalty: 5102.156250
	Iteration 1F: 3 clusters Score -3672630 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3672979.500000 Penalty: 5102.156250
	Iteration 2Q: 3 clusters Score -3672980 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3673286.250000 Penalty: 5102.156250
	Iteration 3Q: 3 clusters Score -3673286 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3673517.750000 Penalty: 5102.156250
	Iteration 4Q: 3 clusters Score -3673518 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3673729.250000 Penalty: 5102.156250
	Iteration 5Q: 3 clusters Score -3673729 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3673972.000000 Penalty: 5102.156250
	Iteration 6Q: 3 clusters Score -3673972 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3674223.500000 Penalty: 5102.156250
	Iteration 7Q: 3 clusters Score -3674224 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3674617.500000 Penalty: 5102.156250
	Iteration 8Q: 3 clusters Score -3674618 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3675261.000000 Penalty: 5102.156250
	Iteration 9Q: 3 clusters Score -3675261 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3676295.250000 Penalty: 5102.156250
	Iteration 10F: 3 clusters Score -3676295 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3677872.250000 Penalty: 5102.156250
	Iteration 11F: 3 clusters Score -3677872 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3679843.000000 Penalty: 5102.156250
	Iteration 12F: 3 clusters Score -3679843 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3681659.000000 Penalty: 5102.156250
	Iteration 13F: 3 clusters Score -3681659 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3682709.000000 Penalty: 5102.156250
	Iteration 14Q: 3 clusters Score -3682709 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3683187.500000 Penalty: 5102.156250
	Iteration 15Q: 3 clusters Score -3683188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3683362.000000 Penalty: 5102.156250
	Iteration 16Q: 3 clusters Score -3683362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3683432.250000 Penalty: 5102.156250
	Iteration 17Q: 3 clusters Score -3683432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3683461.000000 Penalty: 5102.156250
	Iteration 18Q: 3 clusters Score -3683461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3683504.250000 Penalty: 5102.156250
	Iteration 19Q: 3 clusters Score -3683504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3683532.750000 Penalty: 5102.156250
	Iteration 20F: 3 clusters Score -3683533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3683545.750000 Penalty: 5102.156250
	Iteration 21Q: 3 clusters Score -3683546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3683551.250000 Penalty: 5102.156250
	Iteration 22Q: 3 clusters Score -3683551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3683556.000000 Penalty: 5102.156250
	Iteration 23Q: 3 clusters Score -3683556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3683558.750000 Penalty: 5102.156250
	Iteration 24Q: 3 clusters Score -3683559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3683562.250000 Penalty: 5102.156250
	Iteration 25Q: 3 clusters Score -3683562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3683562.250000 Penalty: 5102.156250
	Iteration 26F: 3 clusters Score -3683562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -73262.250000 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -73262.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71648.015625 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -71648.02 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71957.632812 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -71957.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72086.757812 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -72086.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72173.195312 Penalty: 3238.591797
	Iteration 3Q: 3 clusters Score -72173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72196.664062 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -72196.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72228.804688 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -72228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72249.859375 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -72249.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72265.031250 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -72265.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72295.093750 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -72295.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72327.375000 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -72327.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72381.054688 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -72381.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72432.078125 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -72432.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72505.531250 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -72505.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72553.765625 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -72553.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72568.890625 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -72568.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72579.281250 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -72579.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72585.507812 Penalty: 3238.591797
	Iteration 16Q: 3 clusters Score -72585.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72589.835938 Penalty: 3238.591797
	Iteration 17Q: 3 clusters Score -72589.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72590.523438 Penalty: 3238.591797
	Iteration 18Q: 3 clusters Score -72590.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72590.523438 Penalty: 3238.591797
	Iteration 19F: 3 clusters Score -72590.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (197755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197755 members 
Entering Unmasked Estep 
Score: -25148522.000000 Penalty: 3024.306396
	Iteration 0F: 2 clusters Score -2.514852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -25016864.000000 Penalty: 6048.612793
	Iteration 0F: 3 clusters Score -2.501686e+07 nChanged 95119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -25072432.000000 Penalty: 6048.612793
	Iteration 1F: 3 clusters Score -2.507243e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -25073526.000000 Penalty: 6048.612793
	Iteration 2Q: 3 clusters Score -2.507353e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -25075394.000000 Penalty: 6048.612793
	Iteration 3Q: 3 clusters Score -2.507539e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -25078694.000000 Penalty: 6048.612793
	Iteration 4Q: 3 clusters Score -2.507869e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 131925 members 
Entering Unmasked Estep 
Score: -25085176.000000 Penalty: 6048.612793
	Iteration 5F: 3 clusters Score -2.508518e+07 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -25096970.000000 Penalty: 6048.612793
	Iteration 6F: 3 clusters Score -2.509697e+07 nChanged 18569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 166101 members 
Entering Unmasked Estep 
Score: -25114486.000000 Penalty: 6048.612793
	Iteration 7F: 3 clusters Score -2.511449e+07 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 182946 members 
Entering Unmasked Estep 
Score: -25131662.000000 Penalty: 6048.612793
	Iteration 8F: 3 clusters Score -2.513166e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 192901 members 
Entering Unmasked Estep 
Score: -25141132.000000 Penalty: 6048.612793
	Iteration 9F: 3 clusters Score -2.514113e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 196470 members 
Entering Unmasked Estep 
Score: -25144538.000000 Penalty: 6048.612793
	Iteration 10Q: 3 clusters Score -2.514454e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 197373 members 
Entering Unmasked Estep 
Score: -25145390.000000 Penalty: 6048.612793
	Iteration 11Q: 3 clusters Score -2.514539e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197532 members 
Entering Unmasked Estep 
Score: -25145654.000000 Penalty: 6048.612793
	Iteration 12Q: 3 clusters Score -2.514565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197569 members 
Entering Unmasked Estep 
Score: -25145698.000000 Penalty: 6048.612793
	Iteration 13Q: 3 clusters Score -2.51457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 197578 members 
Entering Unmasked Estep 
Score: -25145712.000000 Penalty: 6048.612793
	Iteration 14Q: 3 clusters Score -2.514571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197583 members 
Entering Unmasked Estep 
Score: -25145730.000000 Penalty: 6048.612793
	Iteration 15Q: 3 clusters Score -2.514573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197585 members 
Entering Unmasked Estep 
Score: -25145730.000000 Penalty: 6048.612793
	Iteration 16Q: 3 clusters Score -2.514573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197585 members 
Entering Unmasked Estep 
Score: -25145756.000000 Penalty: 6048.612793
	Iteration 17Q: 3 clusters Score -2.514576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197583 members 
Entering Unmasked Estep 
Score: -25145758.000000 Penalty: 6048.612793
	Iteration 18Q: 3 clusters Score -2.514576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 197583 members 
Entering Unmasked Estep 
Score: -25145758.000000 Penalty: 6048.612793
	Iteration 19F: 3 clusters Score -2.514576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -1316291.625000 Penalty: 2287.636963
	Iteration 0F: 2 clusters Score -1316292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1308561.375000 Penalty: 4575.273926
	Iteration 0F: 3 clusters Score -1308561 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1310808.625000 Penalty: 4575.273926
	Iteration 1F: 3 clusters Score -1310809 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1311185.625000 Penalty: 4575.273926
	Iteration 2F: 3 clusters Score -1311186 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1311518.500000 Penalty: 4575.273926
	Iteration 3F: 3 clusters Score -1311518 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1311846.250000 Penalty: 4575.273926
	Iteration 4F: 3 clusters Score -1311846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1312172.500000 Penalty: 4575.273926
	Iteration 5F: 3 clusters Score -1312172 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1312510.500000 Penalty: 4575.273926
	Iteration 6Q: 3 clusters Score -1312510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1312870.250000 Penalty: 4575.273926
	Iteration 7Q: 3 clusters Score -1312870 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1313204.375000 Penalty: 4575.273926
	Iteration 8Q: 3 clusters Score -1313204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1313491.625000 Penalty: 4575.273926
	Iteration 9Q: 3 clusters Score -1313492 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1313729.375000 Penalty: 4575.273926
	Iteration 10Q: 3 clusters Score -1313729 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1313869.750000 Penalty: 4575.273926
	Iteration 11Q: 3 clusters Score -1313870 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1313986.250000 Penalty: 4575.273926
	Iteration 12Q: 3 clusters Score -1313986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1314081.875000 Penalty: 4575.273926
	Iteration 13Q: 3 clusters Score -1314082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1314151.625000 Penalty: 4575.273926
	Iteration 14Q: 3 clusters Score -1314152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1314199.375000 Penalty: 4575.273926
	Iteration 15Q: 3 clusters Score -1314199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1314246.625000 Penalty: 4575.273926
	Iteration 16Q: 3 clusters Score -1314247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1314274.125000 Penalty: 4575.273926
	Iteration 17Q: 3 clusters Score -1314274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1314296.375000 Penalty: 4575.273926
	Iteration 18Q: 3 clusters Score -1314296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1314311.000000 Penalty: 4575.273926
	Iteration 19Q: 3 clusters Score -1314311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1314318.750000 Penalty: 4575.273926
	Iteration 20F: 3 clusters Score -1314319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1314322.000000 Penalty: 4575.273926
	Iteration 21Q: 3 clusters Score -1314322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1314330.250000 Penalty: 4575.273926
	Iteration 22Q: 3 clusters Score -1314330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1314335.500000 Penalty: 4575.273926
	Iteration 23Q: 3 clusters Score -1314336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1314341.125000 Penalty: 4575.273926
	Iteration 24Q: 3 clusters Score -1314341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1314345.125000 Penalty: 4575.273926
	Iteration 25Q: 3 clusters Score -1314345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1314345.500000 Penalty: 4575.273926
	Iteration 26Q: 3 clusters Score -1314346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1314345.500000 Penalty: 4575.273926
	Iteration 27F: 3 clusters Score -1314346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 5 contains 147184 members 
Mstep: Class 6 contains 13075 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 3209 members 
Mstep: Class 9 contains 161751 members 
Mstep: Class 12 contains 169810 members 
Mstep: Class 14 contains 30486 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 12049 members 
Mstep: Class 18 contains 29337 members 
Mstep: Class 19 contains 685 members 
Mstep: Class 21 contains 197755 members 
Mstep: Class 24 contains 10141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98256840.000000 Penalty: 47113.320312
Iteration 39Q: 15 clusters Score -9.825684e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 5 contains 146893 members 
Mstep: Class 6 contains 13041 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 159630 members 
Mstep: Class 12 contains 167991 members 
Mstep: Class 14 contains 31433 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 12027 members 
Mstep: Class 18 contains 29901 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 21 contains 200844 members 
Mstep: Class 24 contains 9919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98258672.000000 Penalty: 47113.320312
Iteration 40F: 15 clusters Score -9.825867e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 5 contains 146250 members 
Mstep: Class 6 contains 12983 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 157493 members 
Mstep: Class 12 contains 166119 members 
Mstep: Class 14 contains 32809 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 11603 members 
Mstep: Class 18 contains 31203 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 21 contains 203647 members 
Mstep: Class 24 contains 9701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98261160.000000 Penalty: 47113.320312
Iteration 41Q: 15 clusters Score -9.826116e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 145614 members 
Mstep: Class 6 contains 12944 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 154978 members 
Mstep: Class 12 contains 164282 members 
Mstep: Class 14 contains 34144 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 21 contains 206665 members 
Mstep: Class 24 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98262784.000000 Penalty: 47113.320312
Iteration 42Q: 15 clusters Score -9.826278e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 144970 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 152218 members 
Mstep: Class 12 contains 162365 members 
Mstep: Class 14 contains 35407 members 
Mstep: Class 16 contains 3672 members 
Mstep: Class 17 contains 11001 members 
Mstep: Class 18 contains 33856 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 21 contains 210028 members 
Mstep: Class 24 contains 9336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98264272.000000 Penalty: 47113.320312
Iteration 43Q: 15 clusters Score -9.826427e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 144282 members 
Mstep: Class 6 contains 12822 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 149169 members 
Mstep: Class 12 contains 160483 members 
Mstep: Class 14 contains 36670 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 10789 members 
Mstep: Class 18 contains 35151 members 
Mstep: Class 19 contains 645 members 
Mstep: Class 21 contains 213557 members 
Mstep: Class 24 contains 9263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98266192.000000 Penalty: 47113.320312
Iteration 44Q: 15 clusters Score -9.826619e+07 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 143451 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 2545 members 
Mstep: Class 9 contains 145965 members 
Mstep: Class 12 contains 158571 members 
Mstep: Class 14 contains 37829 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 36411 members 
Mstep: Class 19 contains 643 members 
Mstep: Class 21 contains 217373 members 
Mstep: Class 24 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98268096.000000 Penalty: 47113.320312
Iteration 45Q: 15 clusters Score -9.82681e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 5 contains 142685 members 
Mstep: Class 6 contains 12700 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 142452 members 
Mstep: Class 12 contains 156829 members 
Mstep: Class 14 contains 38908 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 10441 members 
Mstep: Class 18 contains 37610 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 21 contains 221175 members 
Mstep: Class 24 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98269216.000000 Penalty: 47113.320312
Iteration 46Q: 15 clusters Score -9.826922e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 5 contains 141994 members 
Mstep: Class 6 contains 12634 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 138640 members 
Mstep: Class 12 contains 155312 members 
Mstep: Class 14 contains 39886 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 38809 members 
Mstep: Class 19 contains 639 members 
Mstep: Class 21 contains 224912 members 
Mstep: Class 24 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98270792.000000 Penalty: 47113.320312
Iteration 47Q: 15 clusters Score -9.827079e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 141452 members 
Mstep: Class 6 contains 12594 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 2285 members 
Mstep: Class 9 contains 134843 members 
Mstep: Class 12 contains 153832 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 21 contains 228493 members 
Mstep: Class 24 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3345.322510 but Gain 3365.238281
Score: -98271840.000000 Penalty: 43748.082031
Iteration 48Q: 14 clusters Score -9.827184e+07 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 141123 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 131112 members 
Mstep: Class 12 contains 153963 members 
Mstep: Class 14 contains 41964 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 10158 members 
Mstep: Class 18 contains 41072 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 21 contains 232004 members 
Mstep: Class 24 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275368.000000 Penalty: 43748.082031
Iteration 49Q: 14 clusters Score -9.827537e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 140751 members 
Mstep: Class 6 contains 12532 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 127147 members 
Mstep: Class 12 contains 152747 members 
Mstep: Class 14 contains 42653 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 42169 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 21 contains 235381 members 
Mstep: Class 24 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275872.000000 Penalty: 43748.082031
Iteration 50Q: 14 clusters Score -9.827587e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 140500 members 
Mstep: Class 6 contains 12489 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 123116 members 
Mstep: Class 12 contains 151820 members 
Mstep: Class 14 contains 43256 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 17 contains 9996 members 
Mstep: Class 18 contains 43327 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 21 contains 238413 members 
Mstep: Class 24 contains 11956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98275808.000000 Penalty: 43748.082031
Iteration 51Q: 14 clusters Score -9.827581e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 140472 members 
Mstep: Class 6 contains 12464 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 119185 members 
Mstep: Class 12 contains 151096 members 
Mstep: Class 14 contains 43810 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 18 contains 44380 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 21 contains 241055 members 
Mstep: Class 24 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98276888.000000 Penalty: 43748.082031
Iteration 52Q: 14 clusters Score -9.827689e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 5 contains 140628 members 
Mstep: Class 6 contains 12464 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 115278 members 
Mstep: Class 12 contains 150580 members 
Mstep: Class 14 contains 44291 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 9852 members 
Mstep: Class 18 contains 45355 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 21 contains 243378 members 
Mstep: Class 24 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277528.000000 Penalty: 43748.082031
Iteration 53Q: 14 clusters Score -9.827753e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 140828 members 
Mstep: Class 6 contains 12455 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 111429 members 
Mstep: Class 12 contains 150431 members 
Mstep: Class 14 contains 44713 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 9800 members 
Mstep: Class 18 contains 46269 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 245400 members 
Mstep: Class 24 contains 13566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277568.000000 Penalty: 43748.082031
Iteration 54Q: 14 clusters Score -9.827757e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 141028 members 
Mstep: Class 6 contains 12442 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 107787 members 
Mstep: Class 12 contains 150589 members 
Mstep: Class 14 contains 45048 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 9738 members 
Mstep: Class 18 contains 47118 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 21 contains 247074 members 
Mstep: Class 24 contains 14068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277776.000000 Penalty: 43748.082031
Iteration 55Q: 14 clusters Score -9.827778e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 141240 members 
Mstep: Class 6 contains 12444 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 104301 members 
Mstep: Class 12 contains 150994 members 
Mstep: Class 14 contains 45305 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 9672 members 
Mstep: Class 18 contains 47920 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 248458 members 
Mstep: Class 24 contains 14561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278224.000000 Penalty: 43748.082031
Iteration 56Q: 14 clusters Score -9.827822e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 141508 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 100989 members 
Mstep: Class 12 contains 151701 members 
Mstep: Class 14 contains 45519 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 9613 members 
Mstep: Class 18 contains 48628 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 249495 members 
Mstep: Class 24 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277784.000000 Penalty: 43748.082031
Iteration 57Q: 14 clusters Score -9.827778e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 141859 members 
Mstep: Class 6 contains 12403 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 97828 members 
Mstep: Class 12 contains 152705 members 
Mstep: Class 14 contains 45736 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 49257 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 250096 members 
Mstep: Class 24 contains 15458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277320.000000 Penalty: 43748.082031
Iteration 58Q: 14 clusters Score -9.827732e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 142196 members 
Mstep: Class 6 contains 12405 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 94897 members 
Mstep: Class 12 contains 153974 members 
Mstep: Class 14 contains 45943 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 9493 members 
Mstep: Class 18 contains 49848 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 21 contains 250298 members 
Mstep: Class 24 contains 15838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98277704.000000 Penalty: 43748.082031
Iteration 59Q: 14 clusters Score -9.82777e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 142433 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 92229 members 
Mstep: Class 12 contains 155458 members 
Mstep: Class 14 contains 46139 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 9439 members 
Mstep: Class 18 contains 50350 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 250274 members 
Mstep: Class 24 contains 16169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278032.000000 Penalty: 43748.082031
Iteration 60F: 14 clusters Score -9.827803e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 142623 members 
Mstep: Class 6 contains 12416 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 89748 members 
Mstep: Class 12 contains 157046 members 
Mstep: Class 14 contains 46325 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 50835 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 21 contains 250059 members 
Mstep: Class 24 contains 16477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278144.000000 Penalty: 43748.082031
Iteration 61Q: 14 clusters Score -9.827814e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 5 contains 142756 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 87456 members 
Mstep: Class 12 contains 158870 members 
Mstep: Class 14 contains 46468 members 
Mstep: Class 16 contains 3641 members 
Mstep: Class 17 contains 9271 members 
Mstep: Class 18 contains 51347 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 249557 members 
Mstep: Class 24 contains 16768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278312.000000 Penalty: 43748.082031
Iteration 62Q: 14 clusters Score -9.827831e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 142755 members 
Mstep: Class 6 contains 12405 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 85268 members 
Mstep: Class 12 contains 160860 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 9156 members 
Mstep: Class 18 contains 51816 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 21 contains 249008 members 
Mstep: Class 24 contains 17024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278216.000000 Penalty: 43748.082031
Iteration 63Q: 14 clusters Score -9.827822e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 142663 members 
Mstep: Class 6 contains 12407 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 83252 members 
Mstep: Class 12 contains 163056 members 
Mstep: Class 14 contains 46715 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 9026 members 
Mstep: Class 18 contains 52294 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 21 contains 248242 members 
Mstep: Class 24 contains 17241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278512.000000 Penalty: 43748.082031
Iteration 64Q: 14 clusters Score -9.827851e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 142538 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 81323 members 
Mstep: Class 12 contains 165462 members 
Mstep: Class 14 contains 46821 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 18 contains 52799 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 21 contains 247208 members 
Mstep: Class 24 contains 17453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278864.000000 Penalty: 43748.082031
Iteration 65Q: 14 clusters Score -9.827886e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 142292 members 
Mstep: Class 6 contains 12428 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 79573 members 
Mstep: Class 12 contains 167955 members 
Mstep: Class 14 contains 46927 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 53331 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 21 contains 246033 members 
Mstep: Class 24 contains 17667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98278688.000000 Penalty: 43748.082031
Iteration 66Q: 14 clusters Score -9.827869e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 141939 members 
Mstep: Class 6 contains 12431 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 77912 members 
Mstep: Class 12 contains 170687 members 
Mstep: Class 14 contains 47043 members 
Mstep: Class 16 contains 3640 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 53852 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 21 contains 244641 members 
Mstep: Class 24 contains 17855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98279056.000000 Penalty: 43748.082031
Iteration 67Q: 14 clusters Score -9.827906e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 141576 members 
Mstep: Class 6 contains 12420 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 76361 members 
Mstep: Class 12 contains 173350 members 
Mstep: Class 14 contains 47148 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 8383 members 
Mstep: Class 18 contains 54379 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 21 contains 243243 members 
Mstep: Class 24 contains 18040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98279424.000000 Penalty: 43748.082031
Iteration 68Q: 14 clusters Score -9.827942e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 141205 members 
Mstep: Class 6 contains 12401 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 74871 members 
Mstep: Class 12 contains 175933 members 
Mstep: Class 14 contains 47234 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 18 contains 54919 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 21 contains 241903 members 
Mstep: Class 24 contains 18209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98279656.000000 Penalty: 43748.082031
Iteration 69Q: 14 clusters Score -9.827966e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 140746 members 
Mstep: Class 6 contains 12375 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 73544 members 
Mstep: Class 12 contains 178246 members 
Mstep: Class 14 contains 47352 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 8068 members 
Mstep: Class 18 contains 55443 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 21 contains 240761 members 
Mstep: Class 24 contains 18365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98279824.000000 Penalty: 43748.082031
Iteration 70Q: 14 clusters Score -9.827982e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 140366 members 
Mstep: Class 6 contains 12355 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 72323 members 
Mstep: Class 12 contains 180291 members 
Mstep: Class 14 contains 47462 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 7899 members 
Mstep: Class 18 contains 55994 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 21 contains 239703 members 
Mstep: Class 24 contains 18513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280008.000000 Penalty: 43748.082031
Iteration 71Q: 14 clusters Score -9.828001e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 140082 members 
Mstep: Class 6 contains 12338 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 71219 members 
Mstep: Class 12 contains 181885 members 
Mstep: Class 14 contains 47530 members 
Mstep: Class 16 contains 3633 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 56540 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 21 contains 238927 members 
Mstep: Class 24 contains 18644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280192.000000 Penalty: 43748.082031
Iteration 72Q: 14 clusters Score -9.828019e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 139857 members 
Mstep: Class 6 contains 12322 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 70233 members 
Mstep: Class 12 contains 183017 members 
Mstep: Class 14 contains 47587 members 
Mstep: Class 16 contains 3633 members 
Mstep: Class 17 contains 7566 members 
Mstep: Class 18 contains 57128 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 21 contains 238426 members 
Mstep: Class 24 contains 18770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280160.000000 Penalty: 43748.082031
Iteration 73Q: 14 clusters Score -9.828016e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 139766 members 
Mstep: Class 6 contains 12299 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 69321 members 
Mstep: Class 12 contains 183694 members 
Mstep: Class 14 contains 47579 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 57714 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 21 contains 238228 members 
Mstep: Class 24 contains 18897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280216.000000 Penalty: 43748.082031
Iteration 74Q: 14 clusters Score -9.828022e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 139788 members 
Mstep: Class 6 contains 12271 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 68463 members 
Mstep: Class 12 contains 183964 members 
Mstep: Class 14 contains 47598 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 7269 members 
Mstep: Class 18 contains 58296 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 21 contains 238256 members 
Mstep: Class 24 contains 19004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280240.000000 Penalty: 43748.082031
Iteration 75Q: 14 clusters Score -9.828024e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 139861 members 
Mstep: Class 6 contains 12257 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 67657 members 
Mstep: Class 12 contains 183919 members 
Mstep: Class 14 contains 47578 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 58839 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 21 contains 238543 members 
Mstep: Class 24 contains 19116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280384.000000 Penalty: 43748.082031
Iteration 76Q: 14 clusters Score -9.828038e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 140049 members 
Mstep: Class 6 contains 12257 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 66854 members 
Mstep: Class 12 contains 183618 members 
Mstep: Class 14 contains 47531 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 59400 members 
Mstep: Class 19 contains 607 members 
Mstep: Class 21 contains 238973 members 
Mstep: Class 24 contains 19208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280464.000000 Penalty: 43748.082031
Iteration 77Q: 14 clusters Score -9.828046e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 5 contains 140255 members 
Mstep: Class 6 contains 12258 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 66119 members 
Mstep: Class 12 contains 183214 members 
Mstep: Class 14 contains 47497 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 18 contains 59941 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 21 contains 239411 members 
Mstep: Class 24 contains 19300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98280592.000000 Penalty: 43748.082031
Iteration 78Q: 14 clusters Score -9.828059e+07 nChanged 3374
Entering ConstructFrom: 
Score: -98280592.000000 Penalty: 43748.082031
Entering ConstructFrom: 
Trying to split cluster 1 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -147066.234375 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -147066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -144980.156250 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -144980.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -146351.421875 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -146351.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147791.984375 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -147792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149133.625000 Penalty: 3595.610596
	Iteration 3F: 3 clusters Score -149133.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150092.281250 Penalty: 3595.610596
	Iteration 4F: 3 clusters Score -150092.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150324.343750 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -150324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -150345.203125 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -150345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -150351.140625 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -150351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150357.328125 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -150357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -150366.015625 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -150366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150369.343750 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -150369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -150369.703125 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -150369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -150370.687500 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -150370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -150371.906250 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -150371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -150371.906250 Penalty: 3595.610596
	Iteration 14F: 3 clusters Score -150371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 5 contains 140468 members 
Mstep: Class 6 contains 12251 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 9 contains 65422 members 
Mstep: Class 12 contains 182775 members 
Mstep: Class 14 contains 47471 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6826 members 
Mstep: Class 18 contains 60453 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 21 contains 239857 members 
Mstep: Class 24 contains 19390 members 
Entering Unmasked Estep 
Score: -98282304.000000 Penalty: 47113.320312
Splitting cluster 1 changes total score from -98280592.000000 to -98282304.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (140468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140468 members 
Entering Unmasked Estep 
Score: -18010996.000000 Penalty: 2939.478271
	Iteration 0F: 2 clusters Score -1.8011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -17916968.000000 Penalty: 5878.956543
	Iteration 0F: 3 clusters Score -1.791697e+07 nChanged 66932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -17956962.000000 Penalty: 5878.956543
	Iteration 1F: 3 clusters Score -1.795696e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -17958598.000000 Penalty: 5878.956543
	Iteration 2Q: 3 clusters Score -1.79586e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -17960414.000000 Penalty: 5878.956543
	Iteration 3Q: 3 clusters Score -1.796041e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -17962670.000000 Penalty: 5878.956543
	Iteration 4Q: 3 clusters Score -1.796267e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -17965710.000000 Penalty: 5878.956543
	Iteration 5Q: 3 clusters Score -1.796571e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 70427 members 
Entering Unmasked Estep 
Score: -17969706.000000 Penalty: 5878.956543
	Iteration 6F: 3 clusters Score -1.796971e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -17975356.000000 Penalty: 5878.956543
	Iteration 7F: 3 clusters Score -1.797536e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -17982240.000000 Penalty: 5878.956543
	Iteration 8F: 3 clusters Score -1.798224e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -17987740.000000 Penalty: 5878.956543
	Iteration 9F: 3 clusters Score -1.798774e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -17990316.000000 Penalty: 5878.956543
	Iteration 10Q: 3 clusters Score -1.799032e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -17991284.000000 Penalty: 5878.956543
	Iteration 11Q: 3 clusters Score -1.799128e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -17991762.000000 Penalty: 5878.956543
	Iteration 12Q: 3 clusters Score -1.799176e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -17992262.000000 Penalty: 5878.956543
	Iteration 13Q: 3 clusters Score -1.799226e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -17992810.000000 Penalty: 5878.956543
	Iteration 14Q: 3 clusters Score -1.799281e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -17993348.000000 Penalty: 5878.956543
	Iteration 15Q: 3 clusters Score -1.799335e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -17993908.000000 Penalty: 5878.956543
	Iteration 16Q: 3 clusters Score -1.799391e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -17994446.000000 Penalty: 5878.956543
	Iteration 17Q: 3 clusters Score -1.799445e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -17995008.000000 Penalty: 5878.956543
	Iteration 18Q: 3 clusters Score -1.799501e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -17995452.000000 Penalty: 5878.956543
	Iteration 19Q: 3 clusters Score -1.799545e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -17995958.000000 Penalty: 5878.956543
	Iteration 20F: 3 clusters Score -1.799596e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -17996398.000000 Penalty: 5878.956543
	Iteration 21Q: 3 clusters Score -1.79964e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -17996846.000000 Penalty: 5878.956543
	Iteration 22Q: 3 clusters Score -1.799685e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -17997282.000000 Penalty: 5878.956543
	Iteration 23Q: 3 clusters Score -1.799728e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -17997704.000000 Penalty: 5878.956543
	Iteration 24Q: 3 clusters Score -1.79977e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -17998208.000000 Penalty: 5878.956543
	Iteration 25Q: 3 clusters Score -1.799821e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -17998712.000000 Penalty: 5878.956543
	Iteration 26Q: 3 clusters Score -1.799871e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -17999180.000000 Penalty: 5878.956543
	Iteration 27Q: 3 clusters Score -1.799918e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -17999658.000000 Penalty: 5878.956543
	Iteration 28Q: 3 clusters Score -1.799966e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -18000014.000000 Penalty: 5878.956543
	Iteration 29Q: 3 clusters Score -1.800001e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -18000644.000000 Penalty: 5878.956543
	Iteration 30Q: 3 clusters Score -1.800064e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -18001118.000000 Penalty: 5878.956543
	Iteration 31Q: 3 clusters Score -1.800112e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113859 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -18001722.000000 Penalty: 5878.956543
	Iteration 32Q: 3 clusters Score -1.800172e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -18002138.000000 Penalty: 5878.956543
	Iteration 33Q: 3 clusters Score -1.800214e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -18002690.000000 Penalty: 5878.956543
	Iteration 34Q: 3 clusters Score -1.800269e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118956 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -18003186.000000 Penalty: 5878.956543
	Iteration 35Q: 3 clusters Score -1.800319e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120536 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -18003750.000000 Penalty: 5878.956543
	Iteration 36Q: 3 clusters Score -1.800375e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122068 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -18004216.000000 Penalty: 5878.956543
	Iteration 37Q: 3 clusters Score -1.800422e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -18004732.000000 Penalty: 5878.956543
	Iteration 38Q: 3 clusters Score -1.800473e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124952 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -18005192.000000 Penalty: 5878.956543
	Iteration 39Q: 3 clusters Score -1.800519e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -18005508.000000 Penalty: 5878.956543
	Iteration 40F: 3 clusters Score -1.800551e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -18005910.000000 Penalty: 5878.956543
	Iteration 41Q: 3 clusters Score -1.800591e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -18006286.000000 Penalty: 5878.956543
	Iteration 42Q: 3 clusters Score -1.800629e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -18006592.000000 Penalty: 5878.956543
	Iteration 43Q: 3 clusters Score -1.800659e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -18006800.000000 Penalty: 5878.956543
	Iteration 44Q: 3 clusters Score -1.80068e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -18007078.000000 Penalty: 5878.956543
	Iteration 45Q: 3 clusters Score -1.800708e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -18007268.000000 Penalty: 5878.956543
	Iteration 46Q: 3 clusters Score -1.800727e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132766 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -18007528.000000 Penalty: 5878.956543
	Iteration 47Q: 3 clusters Score -1.800753e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -18007646.000000 Penalty: 5878.956543
	Iteration 48Q: 3 clusters Score -1.800765e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133946 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -18007804.000000 Penalty: 5878.956543
	Iteration 49Q: 3 clusters Score -1.80078e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -18008046.000000 Penalty: 5878.956543
	Iteration 50Q: 3 clusters Score -1.800805e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134884 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -18008194.000000 Penalty: 5878.956543
	Iteration 51Q: 3 clusters Score -1.800819e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135282 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -18008318.000000 Penalty: 5878.956543
	Iteration 52Q: 3 clusters Score -1.800832e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135621 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -18008424.000000 Penalty: 5878.956543
	Iteration 53Q: 3 clusters Score -1.800842e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135919 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -18008512.000000 Penalty: 5878.956543
	Iteration 54Q: 3 clusters Score -1.800851e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -18008570.000000 Penalty: 5878.956543
	Iteration 55Q: 3 clusters Score -1.800857e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136445 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -18008592.000000 Penalty: 5878.956543
	Iteration 56Q: 3 clusters Score -1.800859e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136650 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -18008632.000000 Penalty: 5878.956543
	Iteration 57Q: 3 clusters Score -1.800863e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -18008680.000000 Penalty: 5878.956543
	Iteration 58Q: 3 clusters Score -1.800868e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -18008662.000000 Penalty: 5878.956543
	Iteration 59Q: 3 clusters Score -1.800866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137122 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -18008698.000000 Penalty: 5878.956543
	Iteration 60F: 3 clusters Score -1.80087e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137247 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -18008716.000000 Penalty: 5878.956543
	Iteration 61Q: 3 clusters Score -1.800872e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137357 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -18008746.000000 Penalty: 5878.956543
	Iteration 62Q: 3 clusters Score -1.800875e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137446 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -18008750.000000 Penalty: 5878.956543
	Iteration 63Q: 3 clusters Score -1.800875e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -18008764.000000 Penalty: 5878.956543
	Iteration 64Q: 3 clusters Score -1.800876e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137587 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -18008776.000000 Penalty: 5878.956543
	Iteration 65Q: 3 clusters Score -1.800878e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -18008802.000000 Penalty: 5878.956543
	Iteration 66Q: 3 clusters Score -1.80088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137701 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -18008786.000000 Penalty: 5878.956543
	Iteration 67Q: 3 clusters Score -1.800879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18008788.000000 Penalty: 5878.956543
	Iteration 68Q: 3 clusters Score -1.800879e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137802 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18008792.000000 Penalty: 5878.956543
	Iteration 69Q: 3 clusters Score -1.800879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137842 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -18008840.000000 Penalty: 5878.956543
	Iteration 70Q: 3 clusters Score -1.800884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -18008852.000000 Penalty: 5878.956543
	Iteration 71Q: 3 clusters Score -1.800885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -18008854.000000 Penalty: 5878.956543
	Iteration 72Q: 3 clusters Score -1.800885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137894 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -18008880.000000 Penalty: 5878.956543
	Iteration 73Q: 3 clusters Score -1.800888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -18008870.000000 Penalty: 5878.956543
	Iteration 74Q: 3 clusters Score -1.800887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137913 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -18008874.000000 Penalty: 5878.956543
	Iteration 75Q: 3 clusters Score -1.800887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137928 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -18008850.000000 Penalty: 5878.956543
	Iteration 76Q: 3 clusters Score -1.800885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137947 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -18008854.000000 Penalty: 5878.956543
	Iteration 77Q: 3 clusters Score -1.800885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18008858.000000 Penalty: 5878.956543
	Iteration 78Q: 3 clusters Score -1.800886e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137994 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -18008876.000000 Penalty: 5878.956543
	Iteration 79Q: 3 clusters Score -1.800888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -18008852.000000 Penalty: 5878.956543
	Iteration 80F: 3 clusters Score -1.800885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138038 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -18008864.000000 Penalty: 5878.956543
	Iteration 81Q: 3 clusters Score -1.800886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138053 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18008870.000000 Penalty: 5878.956543
	Iteration 82Q: 3 clusters Score -1.800887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138074 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -18008864.000000 Penalty: 5878.956543
	Iteration 83Q: 3 clusters Score -1.800886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138092 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -18008866.000000 Penalty: 5878.956543
	Iteration 84Q: 3 clusters Score -1.800887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138107 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -18008890.000000 Penalty: 5878.956543
	Iteration 85Q: 3 clusters Score -1.800889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -18008882.000000 Penalty: 5878.956543
	Iteration 86Q: 3 clusters Score -1.800888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -18008898.000000 Penalty: 5878.956543
	Iteration 87Q: 3 clusters Score -1.80089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138158 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -18008898.000000 Penalty: 5878.956543
	Iteration 88Q: 3 clusters Score -1.80089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -18008912.000000 Penalty: 5878.956543
	Iteration 89Q: 3 clusters Score -1.800891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138199 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18008928.000000 Penalty: 5878.956543
	Iteration 90Q: 3 clusters Score -1.800893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -18008948.000000 Penalty: 5878.956543
	Iteration 91Q: 3 clusters Score -1.800895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18008924.000000 Penalty: 5878.956543
	Iteration 92Q: 3 clusters Score -1.800892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -18008908.000000 Penalty: 5878.956543
	Iteration 93Q: 3 clusters Score -1.800891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138262 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -18008922.000000 Penalty: 5878.956543
	Iteration 94Q: 3 clusters Score -1.800892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18008926.000000 Penalty: 5878.956543
	Iteration 95Q: 3 clusters Score -1.800893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138289 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -18008940.000000 Penalty: 5878.956543
	Iteration 96Q: 3 clusters Score -1.800894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138305 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18008932.000000 Penalty: 5878.956543
	Iteration 97Q: 3 clusters Score -1.800893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138313 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -18008948.000000 Penalty: 5878.956543
	Iteration 98Q: 3 clusters Score -1.800895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138320 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -18008970.000000 Penalty: 5878.956543
	Iteration 99Q: 3 clusters Score -1.800897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -18008954.000000 Penalty: 5878.956543
	Iteration 100F: 3 clusters Score -1.800895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -18008976.000000 Penalty: 5878.956543
	Iteration 101Q: 3 clusters Score -1.800898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -18008962.000000 Penalty: 5878.956543
	Iteration 102Q: 3 clusters Score -1.800896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138351 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -18008972.000000 Penalty: 5878.956543
	Iteration 103Q: 3 clusters Score -1.800897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -18008968.000000 Penalty: 5878.956543
	Iteration 104Q: 3 clusters Score -1.800897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -18008974.000000 Penalty: 5878.956543
	Iteration 105Q: 3 clusters Score -1.800897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -18008970.000000 Penalty: 5878.956543
	Iteration 106Q: 3 clusters Score -1.800897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138393 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -18008974.000000 Penalty: 5878.956543
	Iteration 107Q: 3 clusters Score -1.800897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -18008978.000000 Penalty: 5878.956543
	Iteration 108Q: 3 clusters Score -1.800898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138413 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18008978.000000 Penalty: 5878.956543
	Iteration 109Q: 3 clusters Score -1.800898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18008984.000000 Penalty: 5878.956543
	Iteration 110Q: 3 clusters Score -1.800898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -18008978.000000 Penalty: 5878.956543
	Iteration 111Q: 3 clusters Score -1.800898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138422 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -18008972.000000 Penalty: 5878.956543
	Iteration 112Q: 3 clusters Score -1.800897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -18008974.000000 Penalty: 5878.956543
	Iteration 113Q: 3 clusters Score -1.800897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -18008974.000000 Penalty: 5878.956543
	Iteration 114F: 3 clusters Score -1.800897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Entering Unmasked Estep 
Score: -1484218.375000 Penalty: 2334.513916
	Iteration 0F: 2 clusters Score -1484218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1475092.750000 Penalty: 4669.027832
	Iteration 0F: 3 clusters Score -1475093 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1477913.750000 Penalty: 4669.027832
	Iteration 1F: 3 clusters Score -1477914 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1478311.125000 Penalty: 4669.027832
	Iteration 2F: 3 clusters Score -1478311 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1478657.625000 Penalty: 4669.027832
	Iteration 3F: 3 clusters Score -1478658 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1478960.250000 Penalty: 4669.027832
	Iteration 4Q: 3 clusters Score -1478960 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1479230.375000 Penalty: 4669.027832
	Iteration 5Q: 3 clusters Score -1479230 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1479510.250000 Penalty: 4669.027832
	Iteration 6Q: 3 clusters Score -1479510 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1479789.625000 Penalty: 4669.027832
	Iteration 7Q: 3 clusters Score -1479790 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1480131.375000 Penalty: 4669.027832
	Iteration 8Q: 3 clusters Score -1480131 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1480527.000000 Penalty: 4669.027832
	Iteration 9Q: 3 clusters Score -1480527 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1480955.750000 Penalty: 4669.027832
	Iteration 10Q: 3 clusters Score -1480956 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1481403.750000 Penalty: 4669.027832
	Iteration 11Q: 3 clusters Score -1481404 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1481717.625000 Penalty: 4669.027832
	Iteration 12Q: 3 clusters Score -1481718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1481941.625000 Penalty: 4669.027832
	Iteration 13Q: 3 clusters Score -1481942 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1482104.500000 Penalty: 4669.027832
	Iteration 14Q: 3 clusters Score -1482104 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1482223.375000 Penalty: 4669.027832
	Iteration 15Q: 3 clusters Score -1482223 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1482328.750000 Penalty: 4669.027832
	Iteration 16Q: 3 clusters Score -1482329 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1482409.500000 Penalty: 4669.027832
	Iteration 17Q: 3 clusters Score -1482410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1482466.750000 Penalty: 4669.027832
	Iteration 18Q: 3 clusters Score -1482467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1482519.625000 Penalty: 4669.027832
	Iteration 19Q: 3 clusters Score -1482520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1482569.250000 Penalty: 4669.027832
	Iteration 20F: 3 clusters Score -1482569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1482618.000000 Penalty: 4669.027832
	Iteration 21Q: 3 clusters Score -1482618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1482683.750000 Penalty: 4669.027832
	Iteration 22Q: 3 clusters Score -1482684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1482716.750000 Penalty: 4669.027832
	Iteration 23Q: 3 clusters Score -1482717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1482745.250000 Penalty: 4669.027832
	Iteration 24Q: 3 clusters Score -1482745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1482773.500000 Penalty: 4669.027832
	Iteration 25Q: 3 clusters Score -1482774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1482787.250000 Penalty: 4669.027832
	Iteration 26Q: 3 clusters Score -1482787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1482795.125000 Penalty: 4669.027832
	Iteration 27Q: 3 clusters Score -1482795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1482805.500000 Penalty: 4669.027832
	Iteration 28Q: 3 clusters Score -1482806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1482817.250000 Penalty: 4669.027832
	Iteration 29Q: 3 clusters Score -1482817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1482826.250000 Penalty: 4669.027832
	Iteration 30Q: 3 clusters Score -1482826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1482836.625000 Penalty: 4669.027832
	Iteration 31Q: 3 clusters Score -1482837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1482847.750000 Penalty: 4669.027832
	Iteration 32Q: 3 clusters Score -1482848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1482855.375000 Penalty: 4669.027832
	Iteration 33Q: 3 clusters Score -1482855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1482863.750000 Penalty: 4669.027832
	Iteration 34Q: 3 clusters Score -1482864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1482872.750000 Penalty: 4669.027832
	Iteration 35Q: 3 clusters Score -1482873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1482881.625000 Penalty: 4669.027832
	Iteration 36Q: 3 clusters Score -1482882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1482885.500000 Penalty: 4669.027832
	Iteration 37Q: 3 clusters Score -1482886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1482890.125000 Penalty: 4669.027832
	Iteration 38Q: 3 clusters Score -1482890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1482891.375000 Penalty: 4669.027832
	Iteration 39Q: 3 clusters Score -1482891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1482892.000000 Penalty: 4669.027832
	Iteration 40F: 3 clusters Score -1482892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1482892.625000 Penalty: 4669.027832
	Iteration 41Q: 3 clusters Score -1482893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1482893.125000 Penalty: 4669.027832
	Iteration 42Q: 3 clusters Score -1482893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1482893.125000 Penalty: 4669.027832
	Iteration 43F: 3 clusters Score -1482893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -141654.875000 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -141654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139636.218750 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -139636.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -141122.812500 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -141122.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142057.640625 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -142057.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142713.750000 Penalty: 3575.465820
	Iteration 3F: 3 clusters Score -142713.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142840.812500 Penalty: 3575.465820
	Iteration 4Q: 3 clusters Score -142840.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142917.218750 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -142917.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142995.421875 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -142995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143017.296875 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -143017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143036.609375 Penalty: 3575.465820
	Iteration 8Q: 3 clusters Score -143036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143057.734375 Penalty: 3575.465820
	Iteration 9Q: 3 clusters Score -143057.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143072.750000 Penalty: 3575.465820
	Iteration 10Q: 3 clusters Score -143072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143090.781250 Penalty: 3575.465820
	Iteration 11Q: 3 clusters Score -143090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143111.750000 Penalty: 3575.465820
	Iteration 12Q: 3 clusters Score -143111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143134.796875 Penalty: 3575.465820
	Iteration 13Q: 3 clusters Score -143134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143149.796875 Penalty: 3575.465820
	Iteration 14Q: 3 clusters Score -143149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143157.984375 Penalty: 3575.465820
	Iteration 15Q: 3 clusters Score -143158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143163.703125 Penalty: 3575.465820
	Iteration 16Q: 3 clusters Score -143163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143166.031250 Penalty: 3575.465820
	Iteration 17Q: 3 clusters Score -143166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143172.265625 Penalty: 3575.465820
	Iteration 18Q: 3 clusters Score -143172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143179.281250 Penalty: 3575.465820
	Iteration 19Q: 3 clusters Score -143179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -143181.500000 Penalty: 3575.465820
	Iteration 20F: 3 clusters Score -143181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143184.296875 Penalty: 3575.465820
	Iteration 21Q: 3 clusters Score -143184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143186.734375 Penalty: 3575.465820
	Iteration 22Q: 3 clusters Score -143186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143189.328125 Penalty: 3575.465820
	Iteration 23Q: 3 clusters Score -143189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143189.328125 Penalty: 3575.465820
	Iteration 24F: 3 clusters Score -143189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 5 contains 140468 members 
Mstep: Class 6 contains 12251 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 65422 members 
Mstep: Class 12 contains 182775 members 
Mstep: Class 14 contains 47471 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6826 members 
Mstep: Class 18 contains 60453 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 21 contains 239857 members 
Mstep: Class 24 contains 19390 members 
Entering Unmasked Estep 
Score: -98282320.000000 Penalty: 50478.558594
Splitting cluster 7 changes total score from -98280592.000000 to -98282320.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (65422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Entering Unmasked Estep 
Score: -8418981.000000 Penalty: 2749.976074
	Iteration 0F: 2 clusters Score -8418981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8375156.000000 Penalty: 5499.952148
	Iteration 0F: 3 clusters Score -8375156 nChanged 30412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8392016.000000 Penalty: 5499.952148
	Iteration 1F: 3 clusters Score -8392016 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -8392651.000000 Penalty: 5499.952148
	Iteration 2Q: 3 clusters Score -8392651 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8393358.000000 Penalty: 5499.952148
	Iteration 3Q: 3 clusters Score -8393358 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8394322.000000 Penalty: 5499.952148
	Iteration 4Q: 3 clusters Score -8394322 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8395797.000000 Penalty: 5499.952148
	Iteration 5Q: 3 clusters Score -8395797 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8397820.000000 Penalty: 5499.952148
	Iteration 6F: 3 clusters Score -8397820 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -8400628.000000 Penalty: 5499.952148
	Iteration 7F: 3 clusters Score -8400628 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -8404293.000000 Penalty: 5499.952148
	Iteration 8F: 3 clusters Score -8404293 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -8408295.000000 Penalty: 5499.952148
	Iteration 9F: 3 clusters Score -8408295 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -8411707.000000 Penalty: 5499.952148
	Iteration 10F: 3 clusters Score -8411707 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -8414095.000000 Penalty: 5499.952148
	Iteration 11Q: 3 clusters Score -8414095 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 63704 members 
Entering Unmasked Estep 
Score: -8415367.000000 Penalty: 5499.952148
	Iteration 12Q: 3 clusters Score -8415367 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8415938.000000 Penalty: 5499.952148
	Iteration 13Q: 3 clusters Score -8415938 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8416212.000000 Penalty: 5499.952148
	Iteration 14Q: 3 clusters Score -8416212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -8416353.000000 Penalty: 5499.952148
	Iteration 15Q: 3 clusters Score -8416353 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -8416428.000000 Penalty: 5499.952148
	Iteration 16Q: 3 clusters Score -8416428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -8416467.000000 Penalty: 5499.952148
	Iteration 17Q: 3 clusters Score -8416467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -8416524.000000 Penalty: 5499.952148
	Iteration 18Q: 3 clusters Score -8416524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -8416546.000000 Penalty: 5499.952148
	Iteration 19Q: 3 clusters Score -8416546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -8416558.000000 Penalty: 5499.952148
	Iteration 20F: 3 clusters Score -8416558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -8416575.000000 Penalty: 5499.952148
	Iteration 21Q: 3 clusters Score -8416575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -8416591.000000 Penalty: 5499.952148
	Iteration 22Q: 3 clusters Score -8416591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -8416591.000000 Penalty: 5499.952148
	Iteration 23Q: 3 clusters Score -8416591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -8416595.000000 Penalty: 5499.952148
	Iteration 24Q: 3 clusters Score -8416595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -8416607.000000 Penalty: 5499.952148
	Iteration 25Q: 3 clusters Score -8416607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -8416613.000000 Penalty: 5499.952148
	Iteration 26Q: 3 clusters Score -8416613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -8416618.000000 Penalty: 5499.952148
	Iteration 27Q: 3 clusters Score -8416618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -8416628.000000 Penalty: 5499.952148
	Iteration 28Q: 3 clusters Score -8416628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -8416637.000000 Penalty: 5499.952148
	Iteration 29Q: 3 clusters Score -8416637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -8416630.000000 Penalty: 5499.952148
	Iteration 30Q: 3 clusters Score -8416630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -8416641.000000 Penalty: 5499.952148
	Iteration 31Q: 3 clusters Score -8416641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -8416650.000000 Penalty: 5499.952148
	Iteration 32Q: 3 clusters Score -8416650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -8416656.000000 Penalty: 5499.952148
	Iteration 33Q: 3 clusters Score -8416656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -8416657.000000 Penalty: 5499.952148
	Iteration 34Q: 3 clusters Score -8416657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -8416664.000000 Penalty: 5499.952148
	Iteration 35Q: 3 clusters Score -8416664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -8416663.000000 Penalty: 5499.952148
	Iteration 36Q: 3 clusters Score -8416663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -8416662.000000 Penalty: 5499.952148
	Iteration 37Q: 3 clusters Score -8416662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -8416665.000000 Penalty: 5499.952148
	Iteration 38Q: 3 clusters Score -8416665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -8416665.000000 Penalty: 5499.952148
	Iteration 39Q: 3 clusters Score -8416665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -8416679.000000 Penalty: 5499.952148
	Iteration 40F: 3 clusters Score -8416679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -8416684.000000 Penalty: 5499.952148
	Iteration 41Q: 3 clusters Score -8416684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -8416705.000000 Penalty: 5499.952148
	Iteration 42Q: 3 clusters Score -8416705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -8416705.000000 Penalty: 5499.952148
	Iteration 43Q: 3 clusters Score -8416705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -8416710.000000 Penalty: 5499.952148
	Iteration 44Q: 3 clusters Score -8416710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -8416716.000000 Penalty: 5499.952148
	Iteration 45Q: 3 clusters Score -8416716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -8416711.000000 Penalty: 5499.952148
	Iteration 46Q: 3 clusters Score -8416711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -8416711.000000 Penalty: 5499.952148
	Iteration 47F: 3 clusters Score -8416711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (182775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182775 members 
Entering Unmasked Estep 
Score: -23348216.000000 Penalty: 3004.770996
	Iteration 0F: 2 clusters Score -2.334822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -23231556.000000 Penalty: 6009.541992
	Iteration 0F: 3 clusters Score -2.323156e+07 nChanged 87801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -23284328.000000 Penalty: 6009.541992
	Iteration 1F: 3 clusters Score -2.328433e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -23286728.000000 Penalty: 6009.541992
	Iteration 2Q: 3 clusters Score -2.328673e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -23289746.000000 Penalty: 6009.541992
	Iteration 3Q: 3 clusters Score -2.328975e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -23293352.000000 Penalty: 6009.541992
	Iteration 4Q: 3 clusters Score -2.329335e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -23298084.000000 Penalty: 6009.541992
	Iteration 5F: 3 clusters Score -2.329808e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -23304236.000000 Penalty: 6009.541992
	Iteration 6F: 3 clusters Score -2.330424e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 113453 members 
Entering Unmasked Estep 
Score: -23311444.000000 Penalty: 6009.541992
	Iteration 7F: 3 clusters Score -2.331144e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64935 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
Score: -23319304.000000 Penalty: 6009.541992
	Iteration 8F: 3 clusters Score -2.33193e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -23325164.000000 Penalty: 6009.541992
	Iteration 9F: 3 clusters Score -2.332516e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -23328610.000000 Penalty: 6009.541992
	Iteration 10Q: 3 clusters Score -2.332861e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 127097 members 
Entering Unmasked Estep 
Score: -23330034.000000 Penalty: 6009.541992
	Iteration 11Q: 3 clusters Score -2.333003e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 129597 members 
Entering Unmasked Estep 
Score: -23330756.000000 Penalty: 6009.541992
	Iteration 12Q: 3 clusters Score -2.333076e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 132064 members 
Entering Unmasked Estep 
Score: -23331522.000000 Penalty: 6009.541992
	Iteration 13Q: 3 clusters Score -2.333152e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -23332206.000000 Penalty: 6009.541992
	Iteration 14Q: 3 clusters Score -2.333221e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 137000 members 
Entering Unmasked Estep 
Score: -23332882.000000 Penalty: 6009.541992
	Iteration 15Q: 3 clusters Score -2.333288e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -23333568.000000 Penalty: 6009.541992
	Iteration 16Q: 3 clusters Score -2.333357e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 142349 members 
Entering Unmasked Estep 
Score: -23334442.000000 Penalty: 6009.541992
	Iteration 17Q: 3 clusters Score -2.333444e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 145100 members 
Entering Unmasked Estep 
Score: -23335318.000000 Penalty: 6009.541992
	Iteration 18Q: 3 clusters Score -2.333532e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 147987 members 
Entering Unmasked Estep 
Score: -23336538.000000 Penalty: 6009.541992
	Iteration 19Q: 3 clusters Score -2.333654e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -23337582.000000 Penalty: 6009.541992
	Iteration 20F: 3 clusters Score -2.333758e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -23338582.000000 Penalty: 6009.541992
	Iteration 21Q: 3 clusters Score -2.333858e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -23339740.000000 Penalty: 6009.541992
	Iteration 22Q: 3 clusters Score -2.333974e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -23340914.000000 Penalty: 6009.541992
	Iteration 23Q: 3 clusters Score -2.334091e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 162152 members 
Entering Unmasked Estep 
Score: -23342090.000000 Penalty: 6009.541992
	Iteration 24Q: 3 clusters Score -2.334209e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 164704 members 
Entering Unmasked Estep 
Score: -23342960.000000 Penalty: 6009.541992
	Iteration 25Q: 3 clusters Score -2.334296e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 166962 members 
Entering Unmasked Estep 
Score: -23343748.000000 Penalty: 6009.541992
	Iteration 26Q: 3 clusters Score -2.334375e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 168986 members 
Entering Unmasked Estep 
Score: -23344570.000000 Penalty: 6009.541992
	Iteration 27Q: 3 clusters Score -2.334457e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 170759 members 
Entering Unmasked Estep 
Score: -23345470.000000 Penalty: 6009.541992
	Iteration 28Q: 3 clusters Score -2.334547e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -23346084.000000 Penalty: 6009.541992
	Iteration 29Q: 3 clusters Score -2.334608e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 173305 members 
Entering Unmasked Estep 
Score: -23346660.000000 Penalty: 6009.541992
	Iteration 30Q: 3 clusters Score -2.334666e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
Score: -23347060.000000 Penalty: 6009.541992
	Iteration 31Q: 3 clusters Score -2.334706e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 174826 members 
Entering Unmasked Estep 
Score: -23347348.000000 Penalty: 6009.541992
	Iteration 32Q: 3 clusters Score -2.334735e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 175312 members 
Entering Unmasked Estep 
Score: -23347482.000000 Penalty: 6009.541992
	Iteration 33Q: 3 clusters Score -2.334748e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -23347562.000000 Penalty: 6009.541992
	Iteration 34Q: 3 clusters Score -2.334756e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 176066 members 
Entering Unmasked Estep 
Score: -23347564.000000 Penalty: 6009.541992
	Iteration 35Q: 3 clusters Score -2.334756e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 176383 members 
Entering Unmasked Estep 
Score: -23347604.000000 Penalty: 6009.541992
	Iteration 36Q: 3 clusters Score -2.33476e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -23347670.000000 Penalty: 6009.541992
	Iteration 37Q: 3 clusters Score -2.334767e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -23347642.000000 Penalty: 6009.541992
	Iteration 38Q: 3 clusters Score -2.334764e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -23347648.000000 Penalty: 6009.541992
	Iteration 39Q: 3 clusters Score -2.334765e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 177263 members 
Entering Unmasked Estep 
Score: -23347680.000000 Penalty: 6009.541992
	Iteration 40F: 3 clusters Score -2.334768e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -23347700.000000 Penalty: 6009.541992
	Iteration 41Q: 3 clusters Score -2.33477e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -23347698.000000 Penalty: 6009.541992
	Iteration 42Q: 3 clusters Score -2.33477e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 177631 members 
Entering Unmasked Estep 
Score: -23347738.000000 Penalty: 6009.541992
	Iteration 43Q: 3 clusters Score -2.334774e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -23347710.000000 Penalty: 6009.541992
	Iteration 44Q: 3 clusters Score -2.334771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 177775 members 
Entering Unmasked Estep 
Score: -23347670.000000 Penalty: 6009.541992
	Iteration 45Q: 3 clusters Score -2.334767e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 177839 members 
Entering Unmasked Estep 
Score: -23347706.000000 Penalty: 6009.541992
	Iteration 46Q: 3 clusters Score -2.334771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 177895 members 
Entering Unmasked Estep 
Score: -23347672.000000 Penalty: 6009.541992
	Iteration 47Q: 3 clusters Score -2.334767e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 177949 members 
Entering Unmasked Estep 
Score: -23347662.000000 Penalty: 6009.541992
	Iteration 48Q: 3 clusters Score -2.334766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -23347656.000000 Penalty: 6009.541992
	Iteration 49Q: 3 clusters Score -2.334766e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 178048 members 
Entering Unmasked Estep 
Score: -23347636.000000 Penalty: 6009.541992
	Iteration 50Q: 3 clusters Score -2.334764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -23347640.000000 Penalty: 6009.541992
	Iteration 51Q: 3 clusters Score -2.334764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 178101 members 
Entering Unmasked Estep 
Score: -23347630.000000 Penalty: 6009.541992
	Iteration 52Q: 3 clusters Score -2.334763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 178114 members 
Entering Unmasked Estep 
Score: -23347636.000000 Penalty: 6009.541992
	Iteration 53Q: 3 clusters Score -2.334764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -23347630.000000 Penalty: 6009.541992
	Iteration 54Q: 3 clusters Score -2.334763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 178145 members 
Entering Unmasked Estep 
Score: -23347632.000000 Penalty: 6009.541992
	Iteration 55Q: 3 clusters Score -2.334763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -23347634.000000 Penalty: 6009.541992
	Iteration 56Q: 3 clusters Score -2.334763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 178162 members 
Entering Unmasked Estep 
Score: -23347624.000000 Penalty: 6009.541992
	Iteration 57Q: 3 clusters Score -2.334762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -23347624.000000 Penalty: 6009.541992
	Iteration 58Q: 3 clusters Score -2.334762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -23347624.000000 Penalty: 6009.541992
	Iteration 59F: 3 clusters Score -2.334762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Entering Unmasked Estep 
Score: -6144593.000000 Penalty: 2670.432861
	Iteration 0F: 2 clusters Score -6144593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -6112608.500000 Penalty: 5340.865723
	Iteration 0F: 3 clusters Score -6112608 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6125252.000000 Penalty: 5340.865723
	Iteration 1F: 3 clusters Score -6125252 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -6126089.500000 Penalty: 5340.865723
	Iteration 2Q: 3 clusters Score -6126090 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6127097.500000 Penalty: 5340.865723
	Iteration 3Q: 3 clusters Score -6127098 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6128450.000000 Penalty: 5340.865723
	Iteration 4F: 3 clusters Score -6128450 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6130108.500000 Penalty: 5340.865723
	Iteration 5F: 3 clusters Score -6130108 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -6132152.500000 Penalty: 5340.865723
	Iteration 6F: 3 clusters Score -6132152 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -6134284.000000 Penalty: 5340.865723
	Iteration 7F: 3 clusters Score -6134284 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -6136245.000000 Penalty: 5340.865723
	Iteration 8F: 3 clusters Score -6136245 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -6137874.000000 Penalty: 5340.865723
	Iteration 9Q: 3 clusters Score -6137874 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -6139102.500000 Penalty: 5340.865723
	Iteration 10Q: 3 clusters Score -6139102 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -6139985.000000 Penalty: 5340.865723
	Iteration 11Q: 3 clusters Score -6139985 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6140622.000000 Penalty: 5340.865723
	Iteration 12Q: 3 clusters Score -6140622 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6141109.000000 Penalty: 5340.865723
	Iteration 13Q: 3 clusters Score -6141109 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6141425.500000 Penalty: 5340.865723
	Iteration 14Q: 3 clusters Score -6141426 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -6141642.000000 Penalty: 5340.865723
	Iteration 15Q: 3 clusters Score -6141642 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6141794.500000 Penalty: 5340.865723
	Iteration 16Q: 3 clusters Score -6141794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -6141919.000000 Penalty: 5340.865723
	Iteration 17Q: 3 clusters Score -6141919 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6141986.000000 Penalty: 5340.865723
	Iteration 18Q: 3 clusters Score -6141986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6142035.500000 Penalty: 5340.865723
	Iteration 19Q: 3 clusters Score -6142036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6142079.000000 Penalty: 5340.865723
	Iteration 20F: 3 clusters Score -6142079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -6142119.500000 Penalty: 5340.865723
	Iteration 21Q: 3 clusters Score -6142120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6142144.500000 Penalty: 5340.865723
	Iteration 22Q: 3 clusters Score -6142144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -6142177.500000 Penalty: 5340.865723
	Iteration 23Q: 3 clusters Score -6142178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -6142193.500000 Penalty: 5340.865723
	Iteration 24Q: 3 clusters Score -6142194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6142211.000000 Penalty: 5340.865723
	Iteration 25Q: 3 clusters Score -6142211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6142219.500000 Penalty: 5340.865723
	Iteration 26Q: 3 clusters Score -6142220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -6142226.500000 Penalty: 5340.865723
	Iteration 27Q: 3 clusters Score -6142226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -6142228.500000 Penalty: 5340.865723
	Iteration 28Q: 3 clusters Score -6142228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6142236.500000 Penalty: 5340.865723
	Iteration 29Q: 3 clusters Score -6142236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -6142246.000000 Penalty: 5340.865723
	Iteration 30Q: 3 clusters Score -6142246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -6142254.000000 Penalty: 5340.865723
	Iteration 31Q: 3 clusters Score -6142254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -6142261.000000 Penalty: 5340.865723
	Iteration 32Q: 3 clusters Score -6142261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -6142268.000000 Penalty: 5340.865723
	Iteration 33Q: 3 clusters Score -6142268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6142270.500000 Penalty: 5340.865723
	Iteration 34Q: 3 clusters Score -6142270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6142273.000000 Penalty: 5340.865723
	Iteration 35Q: 3 clusters Score -6142273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6142273.500000 Penalty: 5340.865723
	Iteration 36Q: 3 clusters Score -6142274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6142279.500000 Penalty: 5340.865723
	Iteration 37Q: 3 clusters Score -6142280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -6142285.000000 Penalty: 5340.865723
	Iteration 38Q: 3 clusters Score -6142285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6142290.500000 Penalty: 5340.865723
	Iteration 39Q: 3 clusters Score -6142290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -6142292.500000 Penalty: 5340.865723
	Iteration 40F: 3 clusters Score -6142292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6142291.500000 Penalty: 5340.865723
	Iteration 41Q: 3 clusters Score -6142292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6142291.500000 Penalty: 5340.865723
	Iteration 42F: 3 clusters Score -6142292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -452681.375000 Penalty: 2033.194336
	Iteration 0F: 2 clusters Score -452681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -448989.312500 Penalty: 4066.388672
	Iteration 0F: 3 clusters Score -448989.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -449785.656250 Penalty: 4066.388672
	Iteration 1F: 3 clusters Score -449785.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -449990.500000 Penalty: 4066.388672
	Iteration 2F: 3 clusters Score -449990.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -450122.406250 Penalty: 4066.388672
	Iteration 3Q: 3 clusters Score -450122.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -450214.812500 Penalty: 4066.388672
	Iteration 4Q: 3 clusters Score -450214.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -450298.187500 Penalty: 4066.388672
	Iteration 5Q: 3 clusters Score -450298.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -450356.531250 Penalty: 4066.388672
	Iteration 6Q: 3 clusters Score -450356.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -450409.250000 Penalty: 4066.388672
	Iteration 7Q: 3 clusters Score -450409.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -450455.625000 Penalty: 4066.388672
	Iteration 8Q: 3 clusters Score -450455.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -450498.812500 Penalty: 4066.388672
	Iteration 9Q: 3 clusters Score -450498.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -450530.781250 Penalty: 4066.388672
	Iteration 10Q: 3 clusters Score -450530.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -450558.531250 Penalty: 4066.388672
	Iteration 11Q: 3 clusters Score -450558.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -450582.968750 Penalty: 4066.388672
	Iteration 12Q: 3 clusters Score -450583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -450601.593750 Penalty: 4066.388672
	Iteration 13Q: 3 clusters Score -450601.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -450624.218750 Penalty: 4066.388672
	Iteration 14Q: 3 clusters Score -450624.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -450643.812500 Penalty: 4066.388672
	Iteration 15Q: 3 clusters Score -450643.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -450661.062500 Penalty: 4066.388672
	Iteration 16Q: 3 clusters Score -450661.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -450679.875000 Penalty: 4066.388672
	Iteration 17Q: 3 clusters Score -450679.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -450719.437500 Penalty: 4066.388672
	Iteration 18Q: 3 clusters Score -450719.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -450751.937500 Penalty: 4066.388672
	Iteration 19Q: 3 clusters Score -450751.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -450796.562500 Penalty: 4066.388672
	Iteration 20F: 3 clusters Score -450796.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -450837.187500 Penalty: 4066.388672
	Iteration 21Q: 3 clusters Score -450837.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -450880.281250 Penalty: 4066.388672
	Iteration 22Q: 3 clusters Score -450880.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -450936.968750 Penalty: 4066.388672
	Iteration 23Q: 3 clusters Score -450937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -450986.750000 Penalty: 4066.388672
	Iteration 24Q: 3 clusters Score -450986.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -451033.250000 Penalty: 4066.388672
	Iteration 25Q: 3 clusters Score -451033.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -451080.093750 Penalty: 4066.388672
	Iteration 26Q: 3 clusters Score -451080.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -451130.125000 Penalty: 4066.388672
	Iteration 27Q: 3 clusters Score -451130.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -451177.468750 Penalty: 4066.388672
	Iteration 28Q: 3 clusters Score -451177.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -451210.125000 Penalty: 4066.388672
	Iteration 29Q: 3 clusters Score -451210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -451224.968750 Penalty: 4066.388672
	Iteration 30Q: 3 clusters Score -451225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -451235.062500 Penalty: 4066.388672
	Iteration 31Q: 3 clusters Score -451235.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -451245.906250 Penalty: 4066.388672
	Iteration 32Q: 3 clusters Score -451245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -451254.687500 Penalty: 4066.388672
	Iteration 33Q: 3 clusters Score -451254.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -451259.500000 Penalty: 4066.388672
	Iteration 34Q: 3 clusters Score -451259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -451263.250000 Penalty: 4066.388672
	Iteration 35Q: 3 clusters Score -451263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -451267.187500 Penalty: 4066.388672
	Iteration 36Q: 3 clusters Score -451267.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -451272.000000 Penalty: 4066.388672
	Iteration 37Q: 3 clusters Score -451272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -451274.187500 Penalty: 4066.388672
	Iteration 38Q: 3 clusters Score -451274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -451276.093750 Penalty: 4066.388672
	Iteration 39Q: 3 clusters Score -451276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -451275.281250 Penalty: 4066.388672
	Iteration 40F: 3 clusters Score -451275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -451276.312500 Penalty: 4066.388672
	Iteration 41Q: 3 clusters Score -451276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -451277.437500 Penalty: 4066.388672
	Iteration 42Q: 3 clusters Score -451277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -451278.125000 Penalty: 4066.388672
	Iteration 43Q: 3 clusters Score -451278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -451278.343750 Penalty: 4066.388672
	Iteration 44Q: 3 clusters Score -451278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -451278.406250 Penalty: 4066.388672
	Iteration 45Q: 3 clusters Score -451278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -451278.406250 Penalty: 4066.388672
	Iteration 46F: 3 clusters Score -451278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Entering Unmasked Estep 
Score: -837715.000000 Penalty: 2189.466553
	Iteration 0F: 2 clusters Score -837715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -832101.937500 Penalty: 4378.933105
	Iteration 0F: 3 clusters Score -832101.9 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -833501.812500 Penalty: 4378.933105
	Iteration 1F: 3 clusters Score -833501.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -833802.625000 Penalty: 4378.933105
	Iteration 2F: 3 clusters Score -833802.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -834097.875000 Penalty: 4378.933105
	Iteration 3F: 3 clusters Score -834097.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -834435.125000 Penalty: 4378.933105
	Iteration 4F: 3 clusters Score -834435.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -834743.687500 Penalty: 4378.933105
	Iteration 5F: 3 clusters Score -834743.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -835020.562500 Penalty: 4378.933105
	Iteration 6F: 3 clusters Score -835020.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -835269.375000 Penalty: 4378.933105
	Iteration 7F: 3 clusters Score -835269.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -835473.187500 Penalty: 4378.933105
	Iteration 8Q: 3 clusters Score -835473.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -835633.187500 Penalty: 4378.933105
	Iteration 9Q: 3 clusters Score -835633.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -835751.750000 Penalty: 4378.933105
	Iteration 10Q: 3 clusters Score -835751.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -835853.562500 Penalty: 4378.933105
	Iteration 11Q: 3 clusters Score -835853.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -835946.437500 Penalty: 4378.933105
	Iteration 12Q: 3 clusters Score -835946.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -836014.875000 Penalty: 4378.933105
	Iteration 13Q: 3 clusters Score -836014.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -836060.687500 Penalty: 4378.933105
	Iteration 14Q: 3 clusters Score -836060.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -836099.375000 Penalty: 4378.933105
	Iteration 15Q: 3 clusters Score -836099.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -836129.375000 Penalty: 4378.933105
	Iteration 16Q: 3 clusters Score -836129.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -836150.812500 Penalty: 4378.933105
	Iteration 17Q: 3 clusters Score -836150.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -836166.750000 Penalty: 4378.933105
	Iteration 18Q: 3 clusters Score -836166.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -836182.000000 Penalty: 4378.933105
	Iteration 19Q: 3 clusters Score -836182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -836199.500000 Penalty: 4378.933105
	Iteration 20F: 3 clusters Score -836199.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -836217.562500 Penalty: 4378.933105
	Iteration 21Q: 3 clusters Score -836217.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -836234.937500 Penalty: 4378.933105
	Iteration 22Q: 3 clusters Score -836234.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -836252.625000 Penalty: 4378.933105
	Iteration 23Q: 3 clusters Score -836252.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -836268.937500 Penalty: 4378.933105
	Iteration 24Q: 3 clusters Score -836268.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -836282.187500 Penalty: 4378.933105
	Iteration 25Q: 3 clusters Score -836282.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -836293.125000 Penalty: 4378.933105
	Iteration 26Q: 3 clusters Score -836293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -836298.937500 Penalty: 4378.933105
	Iteration 27Q: 3 clusters Score -836298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -836306.437500 Penalty: 4378.933105
	Iteration 28Q: 3 clusters Score -836306.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -836315.312500 Penalty: 4378.933105
	Iteration 29Q: 3 clusters Score -836315.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -836321.250000 Penalty: 4378.933105
	Iteration 30Q: 3 clusters Score -836321.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -836327.562500 Penalty: 4378.933105
	Iteration 31Q: 3 clusters Score -836327.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -836333.250000 Penalty: 4378.933105
	Iteration 32Q: 3 clusters Score -836333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -836338.750000 Penalty: 4378.933105
	Iteration 33Q: 3 clusters Score -836338.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -836347.500000 Penalty: 4378.933105
	Iteration 34Q: 3 clusters Score -836347.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -836357.187500 Penalty: 4378.933105
	Iteration 35Q: 3 clusters Score -836357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -836358.062500 Penalty: 4378.933105
	Iteration 36Q: 3 clusters Score -836358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -836361.687500 Penalty: 4378.933105
	Iteration 37Q: 3 clusters Score -836361.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -836365.750000 Penalty: 4378.933105
	Iteration 38Q: 3 clusters Score -836365.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -836369.250000 Penalty: 4378.933105
	Iteration 39Q: 3 clusters Score -836369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -836372.687500 Penalty: 4378.933105
	Iteration 40F: 3 clusters Score -836372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -836374.125000 Penalty: 4378.933105
	Iteration 41Q: 3 clusters Score -836374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -836375.312500 Penalty: 4378.933105
	Iteration 42Q: 3 clusters Score -836375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -836379.187500 Penalty: 4378.933105
	Iteration 43Q: 3 clusters Score -836379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -836381.187500 Penalty: 4378.933105
	Iteration 44Q: 3 clusters Score -836381.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -836383.250000 Penalty: 4378.933105
	Iteration 45Q: 3 clusters Score -836383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -836385.812500 Penalty: 4378.933105
	Iteration 46Q: 3 clusters Score -836385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -836389.375000 Penalty: 4378.933105
	Iteration 47Q: 3 clusters Score -836389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -836390.937500 Penalty: 4378.933105
	Iteration 48Q: 3 clusters Score -836390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -836394.250000 Penalty: 4378.933105
	Iteration 49Q: 3 clusters Score -836394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -836400.375000 Penalty: 4378.933105
	Iteration 50Q: 3 clusters Score -836400.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -836402.687500 Penalty: 4378.933105
	Iteration 51Q: 3 clusters Score -836402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -836404.187500 Penalty: 4378.933105
	Iteration 52Q: 3 clusters Score -836404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -836406.250000 Penalty: 4378.933105
	Iteration 53Q: 3 clusters Score -836406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -836407.812500 Penalty: 4378.933105
	Iteration 54Q: 3 clusters Score -836407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -836410.375000 Penalty: 4378.933105
	Iteration 55Q: 3 clusters Score -836410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -836411.062500 Penalty: 4378.933105
	Iteration 56Q: 3 clusters Score -836411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -836412.500000 Penalty: 4378.933105
	Iteration 57Q: 3 clusters Score -836412.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -836414.875000 Penalty: 4378.933105
	Iteration 58Q: 3 clusters Score -836414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -836417.562500 Penalty: 4378.933105
	Iteration 59Q: 3 clusters Score -836417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -836419.937500 Penalty: 4378.933105
	Iteration 60F: 3 clusters Score -836419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -836421.375000 Penalty: 4378.933105
	Iteration 61Q: 3 clusters Score -836421.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -836423.875000 Penalty: 4378.933105
	Iteration 62Q: 3 clusters Score -836423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -836426.687500 Penalty: 4378.933105
	Iteration 63Q: 3 clusters Score -836426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -836429.437500 Penalty: 4378.933105
	Iteration 64Q: 3 clusters Score -836429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -836432.062500 Penalty: 4378.933105
	Iteration 65Q: 3 clusters Score -836432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -836440.125000 Penalty: 4378.933105
	Iteration 66Q: 3 clusters Score -836440.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -836451.000000 Penalty: 4378.933105
	Iteration 67Q: 3 clusters Score -836451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -836454.937500 Penalty: 4378.933105
	Iteration 68Q: 3 clusters Score -836454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -836459.875000 Penalty: 4378.933105
	Iteration 69Q: 3 clusters Score -836459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -836465.187500 Penalty: 4378.933105
	Iteration 70Q: 3 clusters Score -836465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -836465.937500 Penalty: 4378.933105
	Iteration 71Q: 3 clusters Score -836465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -836468.937500 Penalty: 4378.933105
	Iteration 72Q: 3 clusters Score -836468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -836469.812500 Penalty: 4378.933105
	Iteration 73Q: 3 clusters Score -836469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -836473.562500 Penalty: 4378.933105
	Iteration 74Q: 3 clusters Score -836473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -836471.125000 Penalty: 4378.933105
	Iteration 75Q: 3 clusters Score -836471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -836474.500000 Penalty: 4378.933105
	Iteration 76Q: 3 clusters Score -836474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -836476.500000 Penalty: 4378.933105
	Iteration 77Q: 3 clusters Score -836476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -836480.437500 Penalty: 4378.933105
	Iteration 78Q: 3 clusters Score -836480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -836483.187500 Penalty: 4378.933105
	Iteration 79Q: 3 clusters Score -836483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -836485.875000 Penalty: 4378.933105
	Iteration 80F: 3 clusters Score -836485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -836489.250000 Penalty: 4378.933105
	Iteration 81Q: 3 clusters Score -836489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -836491.625000 Penalty: 4378.933105
	Iteration 82Q: 3 clusters Score -836491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -836494.937500 Penalty: 4378.933105
	Iteration 83Q: 3 clusters Score -836494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -836497.125000 Penalty: 4378.933105
	Iteration 84Q: 3 clusters Score -836497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -836499.000000 Penalty: 4378.933105
	Iteration 85Q: 3 clusters Score -836499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -836501.437500 Penalty: 4378.933105
	Iteration 86Q: 3 clusters Score -836501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -836503.437500 Penalty: 4378.933105
	Iteration 87Q: 3 clusters Score -836503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -836506.437500 Penalty: 4378.933105
	Iteration 88Q: 3 clusters Score -836506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -836510.375000 Penalty: 4378.933105
	Iteration 89Q: 3 clusters Score -836510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -836513.750000 Penalty: 4378.933105
	Iteration 90Q: 3 clusters Score -836513.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -836516.062500 Penalty: 4378.933105
	Iteration 91Q: 3 clusters Score -836516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -836519.375000 Penalty: 4378.933105
	Iteration 92Q: 3 clusters Score -836519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -836520.437500 Penalty: 4378.933105
	Iteration 93Q: 3 clusters Score -836520.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -836522.062500 Penalty: 4378.933105
	Iteration 94Q: 3 clusters Score -836522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -836525.750000 Penalty: 4378.933105
	Iteration 95Q: 3 clusters Score -836525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -836528.125000 Penalty: 4378.933105
	Iteration 96Q: 3 clusters Score -836528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -836527.312500 Penalty: 4378.933105
	Iteration 97Q: 3 clusters Score -836527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -836527.562500 Penalty: 4378.933105
	Iteration 98Q: 3 clusters Score -836527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -836527.562500 Penalty: 4378.933105
	Iteration 99F: 3 clusters Score -836527.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Entering Unmasked Estep 
Score: -7560042.500000 Penalty: 2730.386230
	Iteration 0F: 2 clusters Score -7560042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -7519377.000000 Penalty: 5460.772461
	Iteration 0F: 3 clusters Score -7519377 nChanged 28281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -7535087.500000 Penalty: 5460.772461
	Iteration 1F: 3 clusters Score -7535088 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7535541.000000 Penalty: 5460.772461
	Iteration 2Q: 3 clusters Score -7535541 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7536065.500000 Penalty: 5460.772461
	Iteration 3Q: 3 clusters Score -7536066 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -7536747.500000 Penalty: 5460.772461
	Iteration 4Q: 3 clusters Score -7536748 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7537713.500000 Penalty: 5460.772461
	Iteration 5Q: 3 clusters Score -7537714 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -7539120.500000 Penalty: 5460.772461
	Iteration 6Q: 3 clusters Score -7539120 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7541220.000000 Penalty: 5460.772461
	Iteration 7F: 3 clusters Score -7541220 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -7544125.000000 Penalty: 5460.772461
	Iteration 8F: 3 clusters Score -7544125 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -7547302.000000 Penalty: 5460.772461
	Iteration 9F: 3 clusters Score -7547302 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -7550460.500000 Penalty: 5460.772461
	Iteration 10F: 3 clusters Score -7550460 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -7553047.000000 Penalty: 5460.772461
	Iteration 11F: 3 clusters Score -7553047 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -7555152.500000 Penalty: 5460.772461
	Iteration 12Q: 3 clusters Score -7555152 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7556690.500000 Penalty: 5460.772461
	Iteration 13Q: 3 clusters Score -7556690 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -7557535.500000 Penalty: 5460.772461
	Iteration 14Q: 3 clusters Score -7557536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -7557970.000000 Penalty: 5460.772461
	Iteration 15Q: 3 clusters Score -7557970 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -7558191.500000 Penalty: 5460.772461
	Iteration 16Q: 3 clusters Score -7558192 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -7558300.500000 Penalty: 5460.772461
	Iteration 17Q: 3 clusters Score -7558300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -7558393.500000 Penalty: 5460.772461
	Iteration 18Q: 3 clusters Score -7558394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -7558468.000000 Penalty: 5460.772461
	Iteration 19Q: 3 clusters Score -7558468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -7558478.000000 Penalty: 5460.772461
	Iteration 20F: 3 clusters Score -7558478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -7558497.000000 Penalty: 5460.772461
	Iteration 21Q: 3 clusters Score -7558497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -7558520.000000 Penalty: 5460.772461
	Iteration 22Q: 3 clusters Score -7558520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -7558535.500000 Penalty: 5460.772461
	Iteration 23Q: 3 clusters Score -7558536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -7558546.500000 Penalty: 5460.772461
	Iteration 24Q: 3 clusters Score -7558546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -7558541.500000 Penalty: 5460.772461
	Iteration 25Q: 3 clusters Score -7558542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -7558546.000000 Penalty: 5460.772461
	Iteration 26Q: 3 clusters Score -7558546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -7558555.500000 Penalty: 5460.772461
	Iteration 27Q: 3 clusters Score -7558556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -7558544.000000 Penalty: 5460.772461
	Iteration 28Q: 3 clusters Score -7558544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -7558553.000000 Penalty: 5460.772461
	Iteration 29Q: 3 clusters Score -7558553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -7558553.000000 Penalty: 5460.772461
	Iteration 30Q: 3 clusters Score -7558553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -7558561.500000 Penalty: 5460.772461
	Iteration 31Q: 3 clusters Score -7558562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -7558555.500000 Penalty: 5460.772461
	Iteration 32Q: 3 clusters Score -7558556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -7558559.500000 Penalty: 5460.772461
	Iteration 33Q: 3 clusters Score -7558560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -7558564.000000 Penalty: 5460.772461
	Iteration 34Q: 3 clusters Score -7558564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -7558565.500000 Penalty: 5460.772461
	Iteration 35Q: 3 clusters Score -7558566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -7558565.500000 Penalty: 5460.772461
	Iteration 36Q: 3 clusters Score -7558566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -7558565.500000 Penalty: 5460.772461
	Iteration 37F: 3 clusters Score -7558566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -64022.488281 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -64022.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62534.886719 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -62534.89 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62827.750000 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -62827.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62920.261719 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -62920.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63037.730469 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -63037.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63092.367188 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -63092.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63135.238281 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -63135.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63193.429688 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -63193.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63284.503906 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -63284.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63367.882812 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -63367.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -63405.390625 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -63405.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63428.175781 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -63428.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63437.742188 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -63437.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63442.152344 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -63442.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63444.433594 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -63444.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63453.933594 Penalty: 3176.172607
	Iteration 14F: 3 clusters Score -63453.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -63506.019531 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -63506.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63566.785156 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -63566.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63581.742188 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -63581.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63590.914062 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -63590.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63590.914062 Penalty: 3176.172607
	Iteration 19F: 3 clusters Score -63590.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (239857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239857 members 
Entering Unmasked Estep 
Score: -30614076.000000 Penalty: 3072.174072
	Iteration 0F: 2 clusters Score -3.061408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -30466992.000000 Penalty: 6144.348145
	Iteration 0F: 3 clusters Score -3.046699e+07 nChanged 115526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -30535626.000000 Penalty: 6144.348145
	Iteration 1F: 3 clusters Score -3.053563e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115800 members 
Mstep: Class 2 contains 124057 members 
Entering Unmasked Estep 
Score: -30537040.000000 Penalty: 6144.348145
	Iteration 2Q: 3 clusters Score -3.053704e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -30538670.000000 Penalty: 6144.348145
	Iteration 3Q: 3 clusters Score -3.053867e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -30540584.000000 Penalty: 6144.348145
	Iteration 4Q: 3 clusters Score -3.054058e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103983 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -30543524.000000 Penalty: 6144.348145
	Iteration 5Q: 3 clusters Score -3.054352e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 144009 members 
Entering Unmasked Estep 
Score: -30547918.000000 Penalty: 6144.348145
	Iteration 6Q: 3 clusters Score -3.054792e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -30555902.000000 Penalty: 6144.348145
	Iteration 7F: 3 clusters Score -3.05559e+07 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 170732 members 
Entering Unmasked Estep 
Score: -30568022.000000 Penalty: 6144.348145
	Iteration 8F: 3 clusters Score -3.056802e+07 nChanged 16875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
Score: -30582118.000000 Penalty: 6144.348145
	Iteration 9F: 3 clusters Score -3.058212e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 201801 members 
Entering Unmasked Estep 
Score: -30593452.000000 Penalty: 6144.348145
	Iteration 10F: 3 clusters Score -3.059345e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 212784 members 
Entering Unmasked Estep 
Score: -30600328.000000 Penalty: 6144.348145
	Iteration 11Q: 3 clusters Score -3.060033e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 220412 members 
Entering Unmasked Estep 
Score: -30604142.000000 Penalty: 6144.348145
	Iteration 12Q: 3 clusters Score -3.060414e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 225305 members 
Entering Unmasked Estep 
Score: -30606112.000000 Penalty: 6144.348145
	Iteration 13Q: 3 clusters Score -3.060611e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 228686 members 
Entering Unmasked Estep 
Score: -30607378.000000 Penalty: 6144.348145
	Iteration 14Q: 3 clusters Score -3.060738e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 231065 members 
Entering Unmasked Estep 
Score: -30608206.000000 Penalty: 6144.348145
	Iteration 15Q: 3 clusters Score -3.060821e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 232754 members 
Entering Unmasked Estep 
Score: -30608950.000000 Penalty: 6144.348145
	Iteration 16Q: 3 clusters Score -3.060895e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 233975 members 
Entering Unmasked Estep 
Score: -30609340.000000 Penalty: 6144.348145
	Iteration 17Q: 3 clusters Score -3.060934e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 234856 members 
Entering Unmasked Estep 
Score: -30609752.000000 Penalty: 6144.348145
	Iteration 18Q: 3 clusters Score -3.060975e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 235521 members 
Entering Unmasked Estep 
Score: -30610042.000000 Penalty: 6144.348145
	Iteration 19Q: 3 clusters Score -3.061004e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 236043 members 
Entering Unmasked Estep 
Score: -30610260.000000 Penalty: 6144.348145
	Iteration 20F: 3 clusters Score -3.061026e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 236422 members 
Entering Unmasked Estep 
Score: -30610372.000000 Penalty: 6144.348145
	Iteration 21Q: 3 clusters Score -3.061037e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 236738 members 
Entering Unmasked Estep 
Score: -30610464.000000 Penalty: 6144.348145
	Iteration 22Q: 3 clusters Score -3.061046e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 236999 members 
Entering Unmasked Estep 
Score: -30610562.000000 Penalty: 6144.348145
	Iteration 23Q: 3 clusters Score -3.061056e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 237202 members 
Entering Unmasked Estep 
Score: -30610730.000000 Penalty: 6144.348145
	Iteration 24Q: 3 clusters Score -3.061073e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 237380 members 
Entering Unmasked Estep 
Score: -30610774.000000 Penalty: 6144.348145
	Iteration 25Q: 3 clusters Score -3.061077e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 237531 members 
Entering Unmasked Estep 
Score: -30610828.000000 Penalty: 6144.348145
	Iteration 26Q: 3 clusters Score -3.061083e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 237653 members 
Entering Unmasked Estep 
Score: -30610896.000000 Penalty: 6144.348145
	Iteration 27Q: 3 clusters Score -3.06109e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 237767 members 
Entering Unmasked Estep 
Score: -30610976.000000 Penalty: 6144.348145
	Iteration 28Q: 3 clusters Score -3.061098e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 237879 members 
Entering Unmasked Estep 
Score: -30610964.000000 Penalty: 6144.348145
	Iteration 29Q: 3 clusters Score -3.061096e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 237964 members 
Entering Unmasked Estep 
Score: -30610994.000000 Penalty: 6144.348145
	Iteration 30Q: 3 clusters Score -3.061099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 238040 members 
Entering Unmasked Estep 
Score: -30611010.000000 Penalty: 6144.348145
	Iteration 31Q: 3 clusters Score -3.061101e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 238089 members 
Entering Unmasked Estep 
Score: -30610988.000000 Penalty: 6144.348145
	Iteration 32Q: 3 clusters Score -3.061099e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 238134 members 
Entering Unmasked Estep 
Score: -30611024.000000 Penalty: 6144.348145
	Iteration 33Q: 3 clusters Score -3.061102e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 238190 members 
Entering Unmasked Estep 
Score: -30611052.000000 Penalty: 6144.348145
	Iteration 34Q: 3 clusters Score -3.061105e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 238240 members 
Entering Unmasked Estep 
Score: -30611070.000000 Penalty: 6144.348145
	Iteration 35Q: 3 clusters Score -3.061107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 238282 members 
Entering Unmasked Estep 
Score: -30611096.000000 Penalty: 6144.348145
	Iteration 36Q: 3 clusters Score -3.06111e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 238322 members 
Entering Unmasked Estep 
Score: -30611102.000000 Penalty: 6144.348145
	Iteration 37Q: 3 clusters Score -3.06111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 238348 members 
Entering Unmasked Estep 
Score: -30611138.000000 Penalty: 6144.348145
	Iteration 38Q: 3 clusters Score -3.061114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 238372 members 
Entering Unmasked Estep 
Score: -30611132.000000 Penalty: 6144.348145
	Iteration 39Q: 3 clusters Score -3.061113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 238390 members 
Entering Unmasked Estep 
Score: -30611146.000000 Penalty: 6144.348145
	Iteration 40F: 3 clusters Score -3.061115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 238400 members 
Entering Unmasked Estep 
Score: -30611186.000000 Penalty: 6144.348145
	Iteration 41Q: 3 clusters Score -3.061119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 238412 members 
Entering Unmasked Estep 
Score: -30611190.000000 Penalty: 6144.348145
	Iteration 42Q: 3 clusters Score -3.061119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 238421 members 
Entering Unmasked Estep 
Score: -30611210.000000 Penalty: 6144.348145
	Iteration 43Q: 3 clusters Score -3.061121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 238434 members 
Entering Unmasked Estep 
Score: -30611226.000000 Penalty: 6144.348145
	Iteration 44Q: 3 clusters Score -3.061123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 238444 members 
Entering Unmasked Estep 
Score: -30611206.000000 Penalty: 6144.348145
	Iteration 45Q: 3 clusters Score -3.061121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 238451 members 
Entering Unmasked Estep 
Score: -30611230.000000 Penalty: 6144.348145
	Iteration 46Q: 3 clusters Score -3.061123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 238456 members 
Entering Unmasked Estep 
Score: -30611242.000000 Penalty: 6144.348145
	Iteration 47Q: 3 clusters Score -3.061124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 238468 members 
Entering Unmasked Estep 
Score: -30611254.000000 Penalty: 6144.348145
	Iteration 48Q: 3 clusters Score -3.061125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 238480 members 
Entering Unmasked Estep 
Score: -30611248.000000 Penalty: 6144.348145
	Iteration 49Q: 3 clusters Score -3.061125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 238493 members 
Entering Unmasked Estep 
Score: -30611244.000000 Penalty: 6144.348145
	Iteration 50Q: 3 clusters Score -3.061124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -30611272.000000 Penalty: 6144.348145
	Iteration 51Q: 3 clusters Score -3.061127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 238504 members 
Entering Unmasked Estep 
Score: -30611266.000000 Penalty: 6144.348145
	Iteration 52Q: 3 clusters Score -3.061127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 238508 members 
Entering Unmasked Estep 
Score: -30611264.000000 Penalty: 6144.348145
	Iteration 53Q: 3 clusters Score -3.061126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 238508 members 
Entering Unmasked Estep 
Score: -30611268.000000 Penalty: 6144.348145
	Iteration 54Q: 3 clusters Score -3.061127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 238509 members 
Entering Unmasked Estep 
Score: -30611252.000000 Penalty: 6144.348145
	Iteration 55Q: 3 clusters Score -3.061125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 238510 members 
Entering Unmasked Estep 
Score: -30611254.000000 Penalty: 6144.348145
	Iteration 56Q: 3 clusters Score -3.061125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 238510 members 
Entering Unmasked Estep 
Score: -30611254.000000 Penalty: 6144.348145
	Iteration 57F: 3 clusters Score -3.061125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Entering Unmasked Estep 
Score: -2515058.250000 Penalty: 2448.383301
	Iteration 0F: 2 clusters Score -2515058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2501283.750000 Penalty: 4896.766602
	Iteration 0F: 3 clusters Score -2501284 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2505882.750000 Penalty: 4896.766602
	Iteration 1F: 3 clusters Score -2505883 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2506258.750000 Penalty: 4896.766602
	Iteration 2F: 3 clusters Score -2506259 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2506557.500000 Penalty: 4896.766602
	Iteration 3Q: 3 clusters Score -2506558 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2506815.750000 Penalty: 4896.766602
	Iteration 4Q: 3 clusters Score -2506816 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2507125.500000 Penalty: 4896.766602
	Iteration 5Q: 3 clusters Score -2507126 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2507543.500000 Penalty: 4896.766602
	Iteration 6Q: 3 clusters Score -2507544 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2508096.750000 Penalty: 4896.766602
	Iteration 7Q: 3 clusters Score -2508097 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2508809.750000 Penalty: 4896.766602
	Iteration 8F: 3 clusters Score -2508810 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2509726.250000 Penalty: 4896.766602
	Iteration 9F: 3 clusters Score -2509726 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2510698.250000 Penalty: 4896.766602
	Iteration 10F: 3 clusters Score -2510698 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2511537.000000 Penalty: 4896.766602
	Iteration 11Q: 3 clusters Score -2511537 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2512101.750000 Penalty: 4896.766602
	Iteration 12Q: 3 clusters Score -2512102 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2512427.000000 Penalty: 4896.766602
	Iteration 13Q: 3 clusters Score -2512427 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2512604.500000 Penalty: 4896.766602
	Iteration 14Q: 3 clusters Score -2512604 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2512713.750000 Penalty: 4896.766602
	Iteration 15Q: 3 clusters Score -2512714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2512797.000000 Penalty: 4896.766602
	Iteration 16Q: 3 clusters Score -2512797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2512844.750000 Penalty: 4896.766602
	Iteration 17Q: 3 clusters Score -2512845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2512878.500000 Penalty: 4896.766602
	Iteration 18Q: 3 clusters Score -2512878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2512903.250000 Penalty: 4896.766602
	Iteration 19Q: 3 clusters Score -2512903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2512920.000000 Penalty: 4896.766602
	Iteration 20F: 3 clusters Score -2512920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2512939.250000 Penalty: 4896.766602
	Iteration 21Q: 3 clusters Score -2512939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2512951.500000 Penalty: 4896.766602
	Iteration 22Q: 3 clusters Score -2512952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2512950.750000 Penalty: 4896.766602
	Iteration 23Q: 3 clusters Score -2512951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2512950.250000 Penalty: 4896.766602
	Iteration 24Q: 3 clusters Score -2512950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2512955.250000 Penalty: 4896.766602
	Iteration 25Q: 3 clusters Score -2512955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2512959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2512960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2512960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2512962.000000 Penalty: 4896.766602
	Iteration 29Q: 3 clusters Score -2512962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2512965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2512966.000000 Penalty: 4896.766602
	Iteration 31Q: 3 clusters Score -2512966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2512966.000000 Penalty: 4896.766602
	Iteration 32F: 3 clusters Score -2512966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 5 contains 140468 members 
Mstep: Class 6 contains 12251 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 9 contains 65422 members 
Mstep: Class 12 contains 182775 members 
Mstep: Class 14 contains 47471 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6826 members 
Mstep: Class 18 contains 60453 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 21 contains 239857 members 
Mstep: Class 24 contains 19390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 16 clusters Score -9.828252e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 550 members 
Mstep: Class 5 contains 140729 members 
Mstep: Class 6 contains 12235 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 9 contains 64776 members 
Mstep: Class 12 contains 182257 members 
Mstep: Class 14 contains 47439 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 60904 members 
Mstep: Class 19 contains 589 members 
Mstep: Class 21 contains 240353 members 
Mstep: Class 24 contains 19459 members 
Entering Unmasked Estep 
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Iteration 80F: 16 clusters Score -9.828254e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 551 members 
Mstep: Class 5 contains 141025 members 
Mstep: Class 6 contains 12223 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 9 contains 64140 members 
Mstep: Class 12 contains 181768 members 
Mstep: Class 14 contains 47416 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 61312 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 21 contains 240822 members 
Mstep: Class 24 contains 19503 members 
Entering Unmasked Estep 
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Iteration 81Q: 16 clusters Score -9.828278e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 5 contains 141355 members 
Mstep: Class 6 contains 12225 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 9 contains 63576 members 
Mstep: Class 12 contains 181261 members 
Mstep: Class 14 contains 47383 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 6662 members 
Mstep: Class 18 contains 61709 members 
Mstep: Class 19 contains 560 members 
Mstep: Class 21 contains 241190 members 
Mstep: Class 24 contains 19547 members 
Entering Unmasked Estep 
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Iteration 82Q: 16 clusters Score -9.82827e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 5 contains 141692 members 
Mstep: Class 6 contains 12228 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 9 contains 63010 members 
Mstep: Class 12 contains 180836 members 
Mstep: Class 14 contains 47350 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 62083 members 
Mstep: Class 19 contains 544 members 
Mstep: Class 21 contains 241507 members 
Mstep: Class 24 contains 19570 members 
Entering Unmasked Estep 
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Iteration 83Q: 16 clusters Score -9.828261e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 5 contains 141990 members 
Mstep: Class 6 contains 12241 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 9 contains 62481 members 
Mstep: Class 12 contains 180503 members 
Mstep: Class 14 contains 47320 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 6599 members 
Mstep: Class 18 contains 62434 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 21 contains 241751 members 
Mstep: Class 24 contains 19588 members 
Entering Unmasked Estep 
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Iteration 84Q: 16 clusters Score -9.828254e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 5 contains 142294 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 9 contains 61975 members 
Mstep: Class 12 contains 180279 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 6573 members 
Mstep: Class 18 contains 62766 members 
Mstep: Class 19 contains 532 members 
Mstep: Class 21 contains 241875 members 
Mstep: Class 24 contains 19613 members 
Entering Unmasked Estep 
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Iteration 85Q: 16 clusters Score -9.828245e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 5 contains 142600 members 
Mstep: Class 6 contains 12235 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 9 contains 61523 members 
Mstep: Class 12 contains 180082 members 
Mstep: Class 14 contains 47290 members 
Mstep: Class 16 contains 3633 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 63068 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 21 contains 241925 members 
Mstep: Class 24 contains 19632 members 
Entering Unmasked Estep 
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Iteration 86Q: 16 clusters Score -9.828233e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 5 contains 142923 members 
Mstep: Class 6 contains 12230 members 
Mstep: Class 7 contains 784 members 
Mstep: Class 9 contains 61086 members 
Mstep: Class 12 contains 179963 members 
Mstep: Class 14 contains 47280 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 6525 members 
Mstep: Class 18 contains 63326 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 21 contains 241907 members 
Mstep: Class 24 contains 19661 members 
Entering Unmasked Estep 
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Iteration 87Q: 16 clusters Score -9.828216e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 5 contains 143285 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 9 contains 60674 members 
Mstep: Class 12 contains 179950 members 
Mstep: Class 14 contains 47272 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 63604 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 21 contains 241711 members 
Mstep: Class 24 contains 19676 members 
Entering Unmasked Estep 
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Iteration 88Q: 16 clusters Score -9.828201e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 5 contains 143685 members 
Mstep: Class 6 contains 12227 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 9 contains 60287 members 
Mstep: Class 12 contains 179938 members 
Mstep: Class 14 contains 47270 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 6477 members 
Mstep: Class 18 contains 63843 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 21 contains 241476 members 
Mstep: Class 24 contains 19693 members 
Entering Unmasked Estep 
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Iteration 89Q: 16 clusters Score -9.828214e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 5 contains 144121 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 9 contains 59882 members 
Mstep: Class 12 contains 179970 members 
Mstep: Class 14 contains 47268 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 64075 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 21 contains 241185 members 
Mstep: Class 24 contains 19710 members 
Entering Unmasked Estep 
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Iteration 90Q: 16 clusters Score -9.828213e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 144564 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 59516 members 
Mstep: Class 12 contains 180020 members 
Mstep: Class 14 contains 47260 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6446 members 
Mstep: Class 18 contains 64297 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 240837 members 
Mstep: Class 24 contains 19732 members 
Entering Unmasked Estep 
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Iteration 91Q: 16 clusters Score -9.828199e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 145055 members 
Mstep: Class 6 contains 12222 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 59187 members 
Mstep: Class 12 contains 180076 members 
Mstep: Class 14 contains 47247 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 64483 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 240450 members 
Mstep: Class 24 contains 19747 members 
Entering Unmasked Estep 
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Iteration 92Q: 16 clusters Score -9.82821e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 145594 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 58848 members 
Mstep: Class 12 contains 180157 members 
Mstep: Class 14 contains 47242 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 64657 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 240003 members 
Mstep: Class 24 contains 19764 members 
Entering Unmasked Estep 
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Iteration 93Q: 16 clusters Score -9.82821e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 146169 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 58531 members 
Mstep: Class 12 contains 180202 members 
Mstep: Class 14 contains 47238 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6407 members 
Mstep: Class 18 contains 64833 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 239541 members 
Mstep: Class 24 contains 19775 members 
Entering Unmasked Estep 
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Iteration 94Q: 16 clusters Score -9.828211e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 146767 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 58235 members 
Mstep: Class 12 contains 180275 members 
Mstep: Class 14 contains 47227 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 64982 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 239040 members 
Mstep: Class 24 contains 19774 members 
Entering Unmasked Estep 
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Iteration 95Q: 16 clusters Score -9.82823e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 147371 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 57950 members 
Mstep: Class 12 contains 180346 members 
Mstep: Class 14 contains 47213 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 65127 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 238527 members 
Mstep: Class 24 contains 19780 members 
Entering Unmasked Estep 
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Iteration 96Q: 16 clusters Score -9.828237e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 147999 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 57676 members 
Mstep: Class 12 contains 180381 members 
Mstep: Class 14 contains 47186 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 65260 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 21 contains 238034 members 
Mstep: Class 24 contains 19782 members 
Entering Unmasked Estep 
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Iteration 97Q: 16 clusters Score -9.828237e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 148629 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 57408 members 
Mstep: Class 12 contains 180397 members 
Mstep: Class 14 contains 47170 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 65395 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 237551 members 
Mstep: Class 24 contains 19779 members 
Entering Unmasked Estep 
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Iteration 98Q: 16 clusters Score -9.828252e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 149278 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 57131 members 
Mstep: Class 12 contains 180406 members 
Mstep: Class 14 contains 47168 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 6362 members 
Mstep: Class 18 contains 65521 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 237063 members 
Mstep: Class 24 contains 19770 members 
Entering Unmasked Estep 
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Iteration 99Q: 16 clusters Score -9.82826e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 149955 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 56876 members 
Mstep: Class 12 contains 180368 members 
Mstep: Class 14 contains 47157 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 65635 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 236587 members 
Mstep: Class 24 contains 19766 members 
Entering Unmasked Estep 
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Iteration 100F: 16 clusters Score -9.82827e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 150592 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 56620 members 
Mstep: Class 12 contains 180322 members 
Mstep: Class 14 contains 47145 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 65735 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 236174 members 
Mstep: Class 24 contains 19760 members 
Entering Unmasked Estep 
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Score: -98282728.000000 Penalty: 50478.558594
Iteration 101Q: 16 clusters Score -9.828273e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 151227 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 56365 members 
Mstep: Class 12 contains 180265 members 
Mstep: Class 14 contains 47134 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 65823 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 235777 members 
Mstep: Class 24 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98282736.000000 Penalty: 50478.558594
Iteration 102Q: 16 clusters Score -9.828274e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 151893 members 
Mstep: Class 6 contains 12212 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 56102 members 
Mstep: Class 12 contains 180175 members 
Mstep: Class 14 contains 47114 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 65918 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 235383 members 
Mstep: Class 24 contains 19763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98282920.000000 Penalty: 50478.558594
Iteration 103Q: 16 clusters Score -9.828292e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 152547 members 
Mstep: Class 6 contains 12221 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 55861 members 
Mstep: Class 12 contains 180079 members 
Mstep: Class 14 contains 47092 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 66022 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 234981 members 
Mstep: Class 24 contains 19763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98282928.000000 Penalty: 50478.558594
Iteration 104Q: 16 clusters Score -9.828293e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 153273 members 
Mstep: Class 6 contains 12222 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 55596 members 
Mstep: Class 12 contains 179936 members 
Mstep: Class 14 contains 47068 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 66136 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 234589 members 
Mstep: Class 24 contains 19754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283168.000000 Penalty: 50478.558594
Iteration 105Q: 16 clusters Score -9.828317e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 153989 members 
Mstep: Class 6 contains 12227 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 55335 members 
Mstep: Class 12 contains 179785 members 
Mstep: Class 14 contains 47042 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 66238 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 234215 members 
Mstep: Class 24 contains 19749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283232.000000 Penalty: 50478.558594
Iteration 106Q: 16 clusters Score -9.828323e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 154684 members 
Mstep: Class 6 contains 12220 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 55061 members 
Mstep: Class 12 contains 179673 members 
Mstep: Class 14 contains 47015 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 66332 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 233858 members 
Mstep: Class 24 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283448.000000 Penalty: 50478.558594
Iteration 107Q: 16 clusters Score -9.828345e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 155404 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 54792 members 
Mstep: Class 12 contains 179556 members 
Mstep: Class 14 contains 46991 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 66414 members 
Mstep: Class 19 contains 526 members 
Mstep: Class 21 contains 233490 members 
Mstep: Class 24 contains 19721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283688.000000 Penalty: 50478.558594
Iteration 108Q: 16 clusters Score -9.828369e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 156108 members 
Mstep: Class 6 contains 12228 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 54490 members 
Mstep: Class 12 contains 179447 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 66483 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 21 contains 233167 members 
Mstep: Class 24 contains 19711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283712.000000 Penalty: 50478.558594
Iteration 109Q: 16 clusters Score -9.828371e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 156794 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 54214 members 
Mstep: Class 12 contains 179346 members 
Mstep: Class 14 contains 46938 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 66549 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 21 contains 232836 members 
Mstep: Class 24 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283688.000000 Penalty: 50478.558594
Iteration 110Q: 16 clusters Score -9.828369e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 157481 members 
Mstep: Class 6 contains 12221 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 53946 members 
Mstep: Class 12 contains 179235 members 
Mstep: Class 14 contains 46907 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 66609 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 232522 members 
Mstep: Class 24 contains 19682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283920.000000 Penalty: 50478.558594
Iteration 111Q: 16 clusters Score -9.828392e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 158113 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 53677 members 
Mstep: Class 12 contains 179168 members 
Mstep: Class 14 contains 46872 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 66662 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 232232 members 
Mstep: Class 24 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284024.000000 Penalty: 50478.558594
Iteration 112Q: 16 clusters Score -9.828402e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 158787 members 
Mstep: Class 6 contains 12215 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 53430 members 
Mstep: Class 12 contains 179085 members 
Mstep: Class 14 contains 46835 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 66723 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 231878 members 
Mstep: Class 24 contains 19657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98283952.000000 Penalty: 50478.558594
Iteration 113Q: 16 clusters Score -9.828395e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 159448 members 
Mstep: Class 6 contains 12204 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 53183 members 
Mstep: Class 12 contains 178994 members 
Mstep: Class 14 contains 46804 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 66788 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 231543 members 
Mstep: Class 24 contains 19648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284408.000000 Penalty: 50478.558594
Iteration 114Q: 16 clusters Score -9.828441e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 160090 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52941 members 
Mstep: Class 12 contains 178929 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 66853 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 231202 members 
Mstep: Class 24 contains 19631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284376.000000 Penalty: 50478.558594
Iteration 115Q: 16 clusters Score -9.828438e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 160713 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52734 members 
Mstep: Class 12 contains 178815 members 
Mstep: Class 14 contains 46730 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 6287 members 
Mstep: Class 18 contains 66916 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 230889 members 
Mstep: Class 24 contains 19618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284488.000000 Penalty: 50478.558594
Iteration 116Q: 16 clusters Score -9.828449e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 161336 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52541 members 
Mstep: Class 12 contains 178695 members 
Mstep: Class 14 contains 46693 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 6284 members 
Mstep: Class 18 contains 66971 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 230578 members 
Mstep: Class 24 contains 19605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284624.000000 Penalty: 50478.558594
Iteration 117Q: 16 clusters Score -9.828462e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 161975 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52351 members 
Mstep: Class 12 contains 178575 members 
Mstep: Class 14 contains 46657 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 67037 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 230238 members 
Mstep: Class 24 contains 19586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98284576.000000 Penalty: 50478.558594
Iteration 118Q: 16 clusters Score -9.828458e+07 nChanged 1130
Entering ConstructFrom: 
Score: -98284576.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (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: -115972.562500 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -115972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114020.132812 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -114020.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114446.859375 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -114446.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114739.914062 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -114739.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115089.265625 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -115089.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115540.671875 Penalty: 3443.788818
	Iteration 4F: 3 clusters Score -115540.7 nChanged 63
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: -115898.453125 Penalty: 3443.788818
	Iteration 5F: 3 clusters Score -115898.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116244.273438 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -116244.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116485.257812 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -116485.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116769.421875 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -116769.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117147.257812 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -117147.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117188.710938 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -117188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117190.703125 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -117190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117190.703125 Penalty: 3443.788818
	Iteration 12F: 3 clusters Score -117190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 162589 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52195 members 
Mstep: Class 12 contains 178449 members 
Mstep: Class 14 contains 46608 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 67089 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 229910 members 
Mstep: Class 24 contains 19576 members 
Entering Unmasked Estep 
Score: -98284296.000000 Penalty: 53843.792969
Splitting cluster 1 changes total score from -98284576.000000 to -98284296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -47730.136719 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -47730.14 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 242 members 
Entering Unmasked Estep 
Score: -46244.250000 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -46244.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46482.320312 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -46482.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46599.695312 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -46599.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46775.000000 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -46775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46972.609375 Penalty: 3057.004150
	Iteration 4F: 3 clusters Score -46972.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47096.000000 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -47096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47185.726562 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -47185.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47222.878906 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -47222.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47235.453125 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -47235.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47260.320312 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -47260.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47305.070312 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -47305.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47373.066406 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -47373.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47440.007812 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -47440.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47522.816406 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -47522.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47558.894531 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -47558.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47574.601562 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -47574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47594.582031 Penalty: 3057.004150
	Iteration 16Q: 3 clusters Score -47594.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47599.468750 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -47599.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47607.203125 Penalty: 3057.004150
	Iteration 18F: 3 clusters Score -47607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47622.183594 Penalty: 3057.004150
	Iteration 19Q: 3 clusters Score -47622.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47640.578125 Penalty: 3057.004150
	Iteration 20F: 3 clusters Score -47640.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47653.402344 Penalty: 3057.004150
	Iteration 21Q: 3 clusters Score -47653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47668.953125 Penalty: 3057.004150
	Iteration 22Q: 3 clusters Score -47668.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47670.441406 Penalty: 3057.004150
	Iteration 23Q: 3 clusters Score -47670.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47670.441406 Penalty: 3057.004150
	Iteration 24F: 3 clusters Score -47670.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -59592.328125 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -59592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58141.101562 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -58141.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58605.160156 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -58605.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58708.406250 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -58708.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58772.101562 Penalty: 3143.065674
	Iteration 3Q: 3 clusters Score -58772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58831.265625 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -58831.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58925.250000 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -58925.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59019.710938 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -59019.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59076.046875 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -59076.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59137.445312 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -59137.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59181.203125 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -59181.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59239.992188 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -59239.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59256.113281 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -59256.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59266.125000 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -59266.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59274.828125 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -59274.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59279.519531 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -59279.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59284.277344 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -59284.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59285.925781 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -59285.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59288.445312 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -59288.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59302.468750 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -59302.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59336.933594 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -59336.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59358.953125 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -59358.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59377.394531 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -59377.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59389.660156 Penalty: 3143.065674
	Iteration 22Q: 3 clusters Score -59389.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59403.265625 Penalty: 3143.065674
	Iteration 23Q: 3 clusters Score -59403.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59427.476562 Penalty: 3143.065674
	Iteration 24Q: 3 clusters Score -59427.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59440.238281 Penalty: 3143.065674
	Iteration 25Q: 3 clusters Score -59440.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59452.449219 Penalty: 3143.065674
	Iteration 26Q: 3 clusters Score -59452.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59503.285156 Penalty: 3143.065674
	Iteration 27Q: 3 clusters Score -59503.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59549.789062 Penalty: 3143.065674
	Iteration 28Q: 3 clusters Score -59549.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59619.648438 Penalty: 3143.065674
	Iteration 29Q: 3 clusters Score -59619.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59642.261719 Penalty: 3143.065674
	Iteration 30Q: 3 clusters Score -59642.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59654.046875 Penalty: 3143.065674
	Iteration 31Q: 3 clusters Score -59654.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59678.062500 Penalty: 3143.065674
	Iteration 32Q: 3 clusters Score -59678.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59729.921875 Penalty: 3143.065674
	Iteration 33Q: 3 clusters Score -59729.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59766.027344 Penalty: 3143.065674
	Iteration 34Q: 3 clusters Score -59766.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59766.027344 Penalty: 3143.065674
	Iteration 35F: 3 clusters Score -59766.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 176 members 
Mstep: Class 4 contains 389 members 
Mstep: Class 5 contains 162589 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52195 members 
Mstep: Class 12 contains 178449 members 
Mstep: Class 14 contains 46608 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 67089 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 229910 members 
Mstep: Class 24 contains 19576 members 
Entering Unmasked Estep 
Score: -98283088.000000 Penalty: 53843.792969
Splitting cluster 3 changes total score from -98284576.000000 to -98283088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (162589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162589 members 
Entering Unmasked Estep 
Score: -20825986.000000 Penalty: 2975.747070
	Iteration 0F: 2 clusters Score -2.082599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -20717900.000000 Penalty: 5951.494141
	Iteration 0F: 3 clusters Score -2.07179e+07 nChanged 77826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -20763030.000000 Penalty: 5951.494141
	Iteration 1F: 3 clusters Score -2.076303e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -20763780.000000 Penalty: 5951.494141
	Iteration 2Q: 3 clusters Score -2.076378e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -20764936.000000 Penalty: 5951.494141
	Iteration 3Q: 3 clusters Score -2.076494e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -20766620.000000 Penalty: 5951.494141
	Iteration 4Q: 3 clusters Score -2.076662e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -20769152.000000 Penalty: 5951.494141
	Iteration 5Q: 3 clusters Score -2.076915e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -20772808.000000 Penalty: 5951.494141
	Iteration 6Q: 3 clusters Score -2.077281e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -20777870.000000 Penalty: 5951.494141
	Iteration 7F: 3 clusters Score -2.077787e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 114594 members 
Entering Unmasked Estep 
Score: -20784506.000000 Penalty: 5951.494141
	Iteration 8F: 3 clusters Score -2.078451e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 124582 members 
Entering Unmasked Estep 
Score: -20792694.000000 Penalty: 5951.494141
	Iteration 9F: 3 clusters Score -2.079269e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -20801164.000000 Penalty: 5951.494141
	Iteration 10F: 3 clusters Score -2.080116e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -20808740.000000 Penalty: 5951.494141
	Iteration 11F: 3 clusters Score -2.080874e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -20814416.000000 Penalty: 5951.494141
	Iteration 12Q: 3 clusters Score -2.081442e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 154075 members 
Entering Unmasked Estep 
Score: -20817986.000000 Penalty: 5951.494141
	Iteration 13Q: 3 clusters Score -2.081799e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 157002 members 
Entering Unmasked Estep 
Score: -20820060.000000 Penalty: 5951.494141
	Iteration 14Q: 3 clusters Score -2.082006e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -20821358.000000 Penalty: 5951.494141
	Iteration 15Q: 3 clusters Score -2.082136e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 159973 members 
Entering Unmasked Estep 
Score: -20822118.000000 Penalty: 5951.494141
	Iteration 16Q: 3 clusters Score -2.082212e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 160687 members 
Entering Unmasked Estep 
Score: -20822558.000000 Penalty: 5951.494141
	Iteration 17Q: 3 clusters Score -2.082256e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -20822824.000000 Penalty: 5951.494141
	Iteration 18Q: 3 clusters Score -2.082282e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -20823004.000000 Penalty: 5951.494141
	Iteration 19Q: 3 clusters Score -2.0823e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 161554 members 
Entering Unmasked Estep 
Score: -20823124.000000 Penalty: 5951.494141
	Iteration 20F: 3 clusters Score -2.082312e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 161641 members 
Entering Unmasked Estep 
Score: -20823172.000000 Penalty: 5951.494141
	Iteration 21Q: 3 clusters Score -2.082317e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -20823234.000000 Penalty: 5951.494141
	Iteration 22Q: 3 clusters Score -2.082323e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -20823266.000000 Penalty: 5951.494141
	Iteration 23Q: 3 clusters Score -2.082327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -20823254.000000 Penalty: 5951.494141
	Iteration 24Q: 3 clusters Score -2.082325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 161807 members 
Entering Unmasked Estep 
Score: -20823278.000000 Penalty: 5951.494141
	Iteration 25Q: 3 clusters Score -2.082328e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -20823294.000000 Penalty: 5951.494141
	Iteration 26Q: 3 clusters Score -2.082329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 161839 members 
Entering Unmasked Estep 
Score: -20823286.000000 Penalty: 5951.494141
	Iteration 27Q: 3 clusters Score -2.082329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -20823324.000000 Penalty: 5951.494141
	Iteration 28Q: 3 clusters Score -2.082332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -20823348.000000 Penalty: 5951.494141
	Iteration 29Q: 3 clusters Score -2.082335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 161880 members 
Entering Unmasked Estep 
Score: -20823350.000000 Penalty: 5951.494141
	Iteration 30Q: 3 clusters Score -2.082335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -20823348.000000 Penalty: 5951.494141
	Iteration 31Q: 3 clusters Score -2.082335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 161892 members 
Entering Unmasked Estep 
Score: -20823362.000000 Penalty: 5951.494141
	Iteration 32Q: 3 clusters Score -2.082336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -20823352.000000 Penalty: 5951.494141
	Iteration 33Q: 3 clusters Score -2.082335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -20823366.000000 Penalty: 5951.494141
	Iteration 34Q: 3 clusters Score -2.082337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 161904 members 
Entering Unmasked Estep 
Score: -20823376.000000 Penalty: 5951.494141
	Iteration 35Q: 3 clusters Score -2.082338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 161905 members 
Entering Unmasked Estep 
Score: -20823374.000000 Penalty: 5951.494141
	Iteration 36Q: 3 clusters Score -2.082337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 161907 members 
Entering Unmasked Estep 
Score: -20823372.000000 Penalty: 5951.494141
	Iteration 37Q: 3 clusters Score -2.082337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -20823378.000000 Penalty: 5951.494141
	Iteration 38Q: 3 clusters Score -2.082338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 161907 members 
Entering Unmasked Estep 
Score: -20823366.000000 Penalty: 5951.494141
	Iteration 39Q: 3 clusters Score -2.082337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -20823372.000000 Penalty: 5951.494141
	Iteration 40F: 3 clusters Score -2.082337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -20823370.000000 Penalty: 5951.494141
	Iteration 41Q: 3 clusters Score -2.082337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -20823370.000000 Penalty: 5951.494141
	Iteration 42F: 3 clusters Score -2.082337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Entering Unmasked Estep 
Score: -1478469.125000 Penalty: 2333.581055
	Iteration 0F: 2 clusters Score -1478469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1469531.500000 Penalty: 4667.162109
	Iteration 0F: 3 clusters Score -1469532 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1472308.125000 Penalty: 4667.162109
	Iteration 1F: 3 clusters Score -1472308 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1472681.000000 Penalty: 4667.162109
	Iteration 2F: 3 clusters Score -1472681 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1473003.500000 Penalty: 4667.162109
	Iteration 3F: 3 clusters Score -1473004 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1473302.625000 Penalty: 4667.162109
	Iteration 4Q: 3 clusters Score -1473303 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1473590.875000 Penalty: 4667.162109
	Iteration 5Q: 3 clusters Score -1473591 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1473902.375000 Penalty: 4667.162109
	Iteration 6Q: 3 clusters Score -1473902 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1474285.625000 Penalty: 4667.162109
	Iteration 7Q: 3 clusters Score -1474286 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1474706.250000 Penalty: 4667.162109
	Iteration 8Q: 3 clusters Score -1474706 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1475140.000000 Penalty: 4667.162109
	Iteration 9Q: 3 clusters Score -1475140 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1475532.625000 Penalty: 4667.162109
	Iteration 10Q: 3 clusters Score -1475533 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1475875.750000 Penalty: 4667.162109
	Iteration 11Q: 3 clusters Score -1475876 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1476137.875000 Penalty: 4667.162109
	Iteration 12Q: 3 clusters Score -1476138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1476313.750000 Penalty: 4667.162109
	Iteration 13Q: 3 clusters Score -1476314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1476418.250000 Penalty: 4667.162109
	Iteration 14Q: 3 clusters Score -1476418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1476479.875000 Penalty: 4667.162109
	Iteration 15Q: 3 clusters Score -1476480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1476540.375000 Penalty: 4667.162109
	Iteration 16Q: 3 clusters Score -1476540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1476582.000000 Penalty: 4667.162109
	Iteration 17Q: 3 clusters Score -1476582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1476610.750000 Penalty: 4667.162109
	Iteration 18Q: 3 clusters Score -1476611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1476624.500000 Penalty: 4667.162109
	Iteration 19Q: 3 clusters Score -1476624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1476634.000000 Penalty: 4667.162109
	Iteration 20F: 3 clusters Score -1476634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1476639.250000 Penalty: 4667.162109
	Iteration 21Q: 3 clusters Score -1476639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1476643.125000 Penalty: 4667.162109
	Iteration 22Q: 3 clusters Score -1476643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1476645.875000 Penalty: 4667.162109
	Iteration 23Q: 3 clusters Score -1476646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1476653.000000 Penalty: 4667.162109
	Iteration 24Q: 3 clusters Score -1476653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1476656.375000 Penalty: 4667.162109
	Iteration 25Q: 3 clusters Score -1476656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1476655.000000 Penalty: 4667.162109
	Iteration 26Q: 3 clusters Score -1476655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1476658.375000 Penalty: 4667.162109
	Iteration 27Q: 3 clusters Score -1476658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1476659.125000 Penalty: 4667.162109
	Iteration 28Q: 3 clusters Score -1476659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1476659.125000 Penalty: 4667.162109
	Iteration 29F: 3 clusters Score -1476659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -83931.585938 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -83931.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82210.953125 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -82210.95 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82582.210938 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -82582.21 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82794.601562 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -82794.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82904.828125 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -82904.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83019.140625 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -83019.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83147.148438 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -83147.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83258.890625 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -83258.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83319.632812 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -83319.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83373.617188 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -83373.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83432.156250 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -83432.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83508.898438 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -83508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83537.593750 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -83537.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83569.914062 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -83569.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83596.812500 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -83596.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83627.679688 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -83627.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83639.859375 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -83639.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83643.992188 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -83643.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83653.898438 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -83653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83667.601562 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -83667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83673.257812 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -83673.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83677.382812 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -83677.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83685.101562 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -83685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83692.976562 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -83692.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83698.359375 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -83698.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83700.250000 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -83700.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83702.500000 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -83702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83702.500000 Penalty: 3301.736328
	Iteration 26F: 3 clusters Score -83702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Entering Unmasked Estep 
Score: -6727817.000000 Penalty: 2693.960205
	Iteration 0F: 2 clusters Score -6727817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -6692608.000000 Penalty: 5387.920410
	Iteration 0F: 3 clusters Score -6692608 nChanged 24142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6705914.500000 Penalty: 5387.920410
	Iteration 1F: 3 clusters Score -6705914 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6706359.000000 Penalty: 5387.920410
	Iteration 2Q: 3 clusters Score -6706359 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -6706766.000000 Penalty: 5387.920410
	Iteration 3Q: 3 clusters Score -6706766 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -6707158.000000 Penalty: 5387.920410
	Iteration 4Q: 3 clusters Score -6707158 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -6707514.000000 Penalty: 5387.920410
	Iteration 5Q: 3 clusters Score -6707514 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6707855.000000 Penalty: 5387.920410
	Iteration 6Q: 3 clusters Score -6707855 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -6708233.500000 Penalty: 5387.920410
	Iteration 7Q: 3 clusters Score -6708234 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -6708717.500000 Penalty: 5387.920410
	Iteration 8Q: 3 clusters Score -6708718 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6709444.500000 Penalty: 5387.920410
	Iteration 9Q: 3 clusters Score -6709444 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -6710448.000000 Penalty: 5387.920410
	Iteration 10Q: 3 clusters Score -6710448 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -6711844.000000 Penalty: 5387.920410
	Iteration 11Q: 3 clusters Score -6711844 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -6713675.500000 Penalty: 5387.920410
	Iteration 12F: 3 clusters Score -6713676 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6715828.000000 Penalty: 5387.920410
	Iteration 13F: 3 clusters Score -6715828 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6717780.000000 Penalty: 5387.920410
	Iteration 14F: 3 clusters Score -6717780 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -6719087.000000 Penalty: 5387.920410
	Iteration 15Q: 3 clusters Score -6719087 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -6720005.500000 Penalty: 5387.920410
	Iteration 16Q: 3 clusters Score -6720006 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6720893.000000 Penalty: 5387.920410
	Iteration 17Q: 3 clusters Score -6720893 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -6721984.000000 Penalty: 5387.920410
	Iteration 18Q: 3 clusters Score -6721984 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6723047.500000 Penalty: 5387.920410
	Iteration 19Q: 3 clusters Score -6723048 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -6723853.500000 Penalty: 5387.920410
	Iteration 20F: 3 clusters Score -6723854 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -6724341.000000 Penalty: 5387.920410
	Iteration 21Q: 3 clusters Score -6724341 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -6724607.000000 Penalty: 5387.920410
	Iteration 22Q: 3 clusters Score -6724607 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -6724804.500000 Penalty: 5387.920410
	Iteration 23Q: 3 clusters Score -6724804 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6724921.000000 Penalty: 5387.920410
	Iteration 24Q: 3 clusters Score -6724921 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -6725014.500000 Penalty: 5387.920410
	Iteration 25Q: 3 clusters Score -6725014 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -6725074.000000 Penalty: 5387.920410
	Iteration 26Q: 3 clusters Score -6725074 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -6725119.000000 Penalty: 5387.920410
	Iteration 27Q: 3 clusters Score -6725119 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -6725152.500000 Penalty: 5387.920410
	Iteration 28Q: 3 clusters Score -6725152 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -6725221.000000 Penalty: 5387.920410
	Iteration 29Q: 3 clusters Score -6725221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -6725262.500000 Penalty: 5387.920410
	Iteration 30Q: 3 clusters Score -6725262 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -6725318.000000 Penalty: 5387.920410
	Iteration 31Q: 3 clusters Score -6725318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -6725370.000000 Penalty: 5387.920410
	Iteration 32Q: 3 clusters Score -6725370 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -6725423.500000 Penalty: 5387.920410
	Iteration 33Q: 3 clusters Score -6725424 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -6725474.500000 Penalty: 5387.920410
	Iteration 34Q: 3 clusters Score -6725474 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6725542.000000 Penalty: 5387.920410
	Iteration 35Q: 3 clusters Score -6725542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -6725591.500000 Penalty: 5387.920410
	Iteration 36Q: 3 clusters Score -6725592 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6725662.000000 Penalty: 5387.920410
	Iteration 37Q: 3 clusters Score -6725662 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6725743.000000 Penalty: 5387.920410
	Iteration 38Q: 3 clusters Score -6725743 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -6725808.000000 Penalty: 5387.920410
	Iteration 39Q: 3 clusters Score -6725808 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -6725913.000000 Penalty: 5387.920410
	Iteration 40F: 3 clusters Score -6725913 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -6725973.000000 Penalty: 5387.920410
	Iteration 41Q: 3 clusters Score -6725973 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -6726050.000000 Penalty: 5387.920410
	Iteration 42Q: 3 clusters Score -6726050 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -6726096.000000 Penalty: 5387.920410
	Iteration 43Q: 3 clusters Score -6726096 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6726122.000000 Penalty: 5387.920410
	Iteration 44Q: 3 clusters Score -6726122 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -6726156.000000 Penalty: 5387.920410
	Iteration 45Q: 3 clusters Score -6726156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -6726169.000000 Penalty: 5387.920410
	Iteration 46Q: 3 clusters Score -6726169 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -6726189.000000 Penalty: 5387.920410
	Iteration 47Q: 3 clusters Score -6726189 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6726205.000000 Penalty: 5387.920410
	Iteration 48Q: 3 clusters Score -6726205 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -6726207.500000 Penalty: 5387.920410
	Iteration 49Q: 3 clusters Score -6726208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -6726209.000000 Penalty: 5387.920410
	Iteration 50Q: 3 clusters Score -6726209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6726213.500000 Penalty: 5387.920410
	Iteration 51Q: 3 clusters Score -6726214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -6726213.000000 Penalty: 5387.920410
	Iteration 52Q: 3 clusters Score -6726213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -6726219.500000 Penalty: 5387.920410
	Iteration 53Q: 3 clusters Score -6726220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -6726228.000000 Penalty: 5387.920410
	Iteration 54Q: 3 clusters Score -6726228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6726215.000000 Penalty: 5387.920410
	Iteration 55Q: 3 clusters Score -6726215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -6726227.000000 Penalty: 5387.920410
	Iteration 56Q: 3 clusters Score -6726227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -6726224.500000 Penalty: 5387.920410
	Iteration 57Q: 3 clusters Score -6726224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -6726220.500000 Penalty: 5387.920410
	Iteration 58Q: 3 clusters Score -6726220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -6726218.000000 Penalty: 5387.920410
	Iteration 59Q: 3 clusters Score -6726218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -6726227.500000 Penalty: 5387.920410
	Iteration 60F: 3 clusters Score -6726228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -6726214.000000 Penalty: 5387.920410
	Iteration 61Q: 3 clusters Score -6726214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -6726214.500000 Penalty: 5387.920410
	Iteration 62Q: 3 clusters Score -6726214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -6726208.000000 Penalty: 5387.920410
	Iteration 63Q: 3 clusters Score -6726208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -6726207.500000 Penalty: 5387.920410
	Iteration 64Q: 3 clusters Score -6726208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -6726204.000000 Penalty: 5387.920410
	Iteration 65Q: 3 clusters Score -6726204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -6726210.500000 Penalty: 5387.920410
	Iteration 66Q: 3 clusters Score -6726210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -6726215.500000 Penalty: 5387.920410
	Iteration 67Q: 3 clusters Score -6726216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -6726212.000000 Penalty: 5387.920410
	Iteration 68Q: 3 clusters Score -6726212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -6726213.500000 Penalty: 5387.920410
	Iteration 69Q: 3 clusters Score -6726214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -6726215.000000 Penalty: 5387.920410
	Iteration 70Q: 3 clusters Score -6726215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -6726220.000000 Penalty: 5387.920410
	Iteration 71Q: 3 clusters Score -6726220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6726222.500000 Penalty: 5387.920410
	Iteration 72Q: 3 clusters Score -6726222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -6726230.500000 Penalty: 5387.920410
	Iteration 73Q: 3 clusters Score -6726230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -6726241.500000 Penalty: 5387.920410
	Iteration 74Q: 3 clusters Score -6726242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -6726232.500000 Penalty: 5387.920410
	Iteration 75Q: 3 clusters Score -6726232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -6726234.000000 Penalty: 5387.920410
	Iteration 76Q: 3 clusters Score -6726234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -6726233.000000 Penalty: 5387.920410
	Iteration 77Q: 3 clusters Score -6726233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6726230.000000 Penalty: 5387.920410
	Iteration 78Q: 3 clusters Score -6726230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6726230.000000 Penalty: 5387.920410
	Iteration 79Q: 3 clusters Score -6726230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -6726228.000000 Penalty: 5387.920410
	Iteration 80F: 3 clusters Score -6726228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (178449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178449 members 
Entering Unmasked Estep 
Score: -22800590.000000 Penalty: 2998.830322
	Iteration 0F: 2 clusters Score -2.280059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -22685678.000000 Penalty: 5997.660645
	Iteration 0F: 3 clusters Score -2.268568e+07 nChanged 85369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -22737124.000000 Penalty: 5997.660645
	Iteration 1F: 3 clusters Score -2.273712e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -22740320.000000 Penalty: 5997.660645
	Iteration 2Q: 3 clusters Score -2.274032e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -22745066.000000 Penalty: 5997.660645
	Iteration 3F: 3 clusters Score -2.274507e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -22751978.000000 Penalty: 5997.660645
	Iteration 4F: 3 clusters Score -2.275198e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -22760952.000000 Penalty: 5997.660645
	Iteration 5F: 3 clusters Score -2.276095e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 101426 members 
Entering Unmasked Estep 
Score: -22770810.000000 Penalty: 5997.660645
	Iteration 6F: 3 clusters Score -2.277081e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -22777820.000000 Penalty: 5997.660645
	Iteration 7F: 3 clusters Score -2.277782e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -22781032.000000 Penalty: 5997.660645
	Iteration 8Q: 3 clusters Score -2.278103e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -22781994.000000 Penalty: 5997.660645
	Iteration 9Q: 3 clusters Score -2.278199e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67488 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -22782614.000000 Penalty: 5997.660645
	Iteration 10Q: 3 clusters Score -2.278261e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -22783126.000000 Penalty: 5997.660645
	Iteration 11Q: 3 clusters Score -2.278313e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -22783658.000000 Penalty: 5997.660645
	Iteration 12Q: 3 clusters Score -2.278366e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 117570 members 
Entering Unmasked Estep 
Score: -22784124.000000 Penalty: 5997.660645
	Iteration 13Q: 3 clusters Score -2.278412e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -22784484.000000 Penalty: 5997.660645
	Iteration 14Q: 3 clusters Score -2.278448e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 122644 members 
Entering Unmasked Estep 
Score: -22785230.000000 Penalty: 5997.660645
	Iteration 15Q: 3 clusters Score -2.278523e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -22785852.000000 Penalty: 5997.660645
	Iteration 16Q: 3 clusters Score -2.278585e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 128175 members 
Entering Unmasked Estep 
Score: -22786524.000000 Penalty: 5997.660645
	Iteration 17Q: 3 clusters Score -2.278652e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 131143 members 
Entering Unmasked Estep 
Score: -22787554.000000 Penalty: 5997.660645
	Iteration 18Q: 3 clusters Score -2.278755e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -22788532.000000 Penalty: 5997.660645
	Iteration 19Q: 3 clusters Score -2.278853e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -22789666.000000 Penalty: 5997.660645
	Iteration 20F: 3 clusters Score -2.278967e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 140160 members 
Entering Unmasked Estep 
Score: -22790834.000000 Penalty: 5997.660645
	Iteration 21Q: 3 clusters Score -2.279083e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 143105 members 
Entering Unmasked Estep 
Score: -22791940.000000 Penalty: 5997.660645
	Iteration 22Q: 3 clusters Score -2.279194e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -22792994.000000 Penalty: 5997.660645
	Iteration 23Q: 3 clusters Score -2.279299e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 148863 members 
Entering Unmasked Estep 
Score: -22794116.000000 Penalty: 5997.660645
	Iteration 24Q: 3 clusters Score -2.279412e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -22795354.000000 Penalty: 5997.660645
	Iteration 25Q: 3 clusters Score -2.279535e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -22796396.000000 Penalty: 5997.660645
	Iteration 26Q: 3 clusters Score -2.27964e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -22797256.000000 Penalty: 5997.660645
	Iteration 27Q: 3 clusters Score -2.279726e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -22797932.000000 Penalty: 5997.660645
	Iteration 28Q: 3 clusters Score -2.279793e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -22798528.000000 Penalty: 5997.660645
	Iteration 29Q: 3 clusters Score -2.279853e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -22798978.000000 Penalty: 5997.660645
	Iteration 30Q: 3 clusters Score -2.279898e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -22799218.000000 Penalty: 5997.660645
	Iteration 31Q: 3 clusters Score -2.279922e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -22799328.000000 Penalty: 5997.660645
	Iteration 32Q: 3 clusters Score -2.279933e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 167232 members 
Entering Unmasked Estep 
Score: -22799496.000000 Penalty: 5997.660645
	Iteration 33Q: 3 clusters Score -2.27995e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -22799616.000000 Penalty: 5997.660645
	Iteration 34Q: 3 clusters Score -2.279962e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -22799750.000000 Penalty: 5997.660645
	Iteration 35Q: 3 clusters Score -2.279975e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -22799870.000000 Penalty: 5997.660645
	Iteration 36Q: 3 clusters Score -2.279987e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -22799864.000000 Penalty: 5997.660645
	Iteration 37Q: 3 clusters Score -2.279986e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -22799966.000000 Penalty: 5997.660645
	Iteration 38Q: 3 clusters Score -2.279997e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 171693 members 
Entering Unmasked Estep 
Score: -22799990.000000 Penalty: 5997.660645
	Iteration 39Q: 3 clusters Score -2.279999e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 172041 members 
Entering Unmasked Estep 
Score: -22800024.000000 Penalty: 5997.660645
	Iteration 40F: 3 clusters Score -2.280002e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 172358 members 
Entering Unmasked Estep 
Score: -22799982.000000 Penalty: 5997.660645
	Iteration 41Q: 3 clusters Score -2.279998e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 172640 members 
Entering Unmasked Estep 
Score: -22800002.000000 Penalty: 5997.660645
	Iteration 42Q: 3 clusters Score -2.28e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -22799982.000000 Penalty: 5997.660645
	Iteration 43Q: 3 clusters Score -2.279998e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 173127 members 
Entering Unmasked Estep 
Score: -22799998.000000 Penalty: 5997.660645
	Iteration 44Q: 3 clusters Score -2.28e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 173323 members 
Entering Unmasked Estep 
Score: -22799976.000000 Penalty: 5997.660645
	Iteration 45Q: 3 clusters Score -2.279998e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 173477 members 
Entering Unmasked Estep 
Score: -22799952.000000 Penalty: 5997.660645
	Iteration 46Q: 3 clusters Score -2.279995e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 173619 members 
Entering Unmasked Estep 
Score: -22799928.000000 Penalty: 5997.660645
	Iteration 47Q: 3 clusters Score -2.279993e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 173738 members 
Entering Unmasked Estep 
Score: -22799920.000000 Penalty: 5997.660645
	Iteration 48Q: 3 clusters Score -2.279992e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 173831 members 
Entering Unmasked Estep 
Score: -22799916.000000 Penalty: 5997.660645
	Iteration 49Q: 3 clusters Score -2.279992e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 173901 members 
Entering Unmasked Estep 
Score: -22799916.000000 Penalty: 5997.660645
	Iteration 50Q: 3 clusters Score -2.279992e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -22799890.000000 Penalty: 5997.660645
	Iteration 51Q: 3 clusters Score -2.279989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -22799906.000000 Penalty: 5997.660645
	Iteration 52Q: 3 clusters Score -2.279991e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 174109 members 
Entering Unmasked Estep 
Score: -22799922.000000 Penalty: 5997.660645
	Iteration 53Q: 3 clusters Score -2.279992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -22799914.000000 Penalty: 5997.660645
	Iteration 54Q: 3 clusters Score -2.279991e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -22799916.000000 Penalty: 5997.660645
	Iteration 55Q: 3 clusters Score -2.279992e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 174298 members 
Entering Unmasked Estep 
Score: -22799860.000000 Penalty: 5997.660645
	Iteration 56Q: 3 clusters Score -2.279986e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 174352 members 
Entering Unmasked Estep 
Score: -22799884.000000 Penalty: 5997.660645
	Iteration 57Q: 3 clusters Score -2.279988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -22799880.000000 Penalty: 5997.660645
	Iteration 58Q: 3 clusters Score -2.279988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -22799844.000000 Penalty: 5997.660645
	Iteration 59Q: 3 clusters Score -2.279984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 174485 members 
Entering Unmasked Estep 
Score: -22799828.000000 Penalty: 5997.660645
	Iteration 60F: 3 clusters Score -2.279983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -22799834.000000 Penalty: 5997.660645
	Iteration 61Q: 3 clusters Score -2.279983e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 174546 members 
Entering Unmasked Estep 
Score: -22799836.000000 Penalty: 5997.660645
	Iteration 62Q: 3 clusters Score -2.279984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -22799838.000000 Penalty: 5997.660645
	Iteration 63Q: 3 clusters Score -2.279984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -22799826.000000 Penalty: 5997.660645
	Iteration 64Q: 3 clusters Score -2.279983e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -22799830.000000 Penalty: 5997.660645
	Iteration 65Q: 3 clusters Score -2.279983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 174668 members 
Entering Unmasked Estep 
Score: -22799828.000000 Penalty: 5997.660645
	Iteration 66Q: 3 clusters Score -2.279983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 174695 members 
Entering Unmasked Estep 
Score: -22799838.000000 Penalty: 5997.660645
	Iteration 67Q: 3 clusters Score -2.279984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -22799812.000000 Penalty: 5997.660645
	Iteration 68Q: 3 clusters Score -2.279981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 174749 members 
Entering Unmasked Estep 
Score: -22799804.000000 Penalty: 5997.660645
	Iteration 69Q: 3 clusters Score -2.27998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -22799784.000000 Penalty: 5997.660645
	Iteration 70Q: 3 clusters Score -2.279978e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 174798 members 
Entering Unmasked Estep 
Score: -22799792.000000 Penalty: 5997.660645
	Iteration 71Q: 3 clusters Score -2.279979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 174824 members 
Entering Unmasked Estep 
Score: -22799804.000000 Penalty: 5997.660645
	Iteration 72Q: 3 clusters Score -2.27998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -22799822.000000 Penalty: 5997.660645
	Iteration 73Q: 3 clusters Score -2.279982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -22799832.000000 Penalty: 5997.660645
	Iteration 74Q: 3 clusters Score -2.279983e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 174883 members 
Entering Unmasked Estep 
Score: -22799844.000000 Penalty: 5997.660645
	Iteration 75Q: 3 clusters Score -2.279984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 174905 members 
Entering Unmasked Estep 
Score: -22799812.000000 Penalty: 5997.660645
	Iteration 76Q: 3 clusters Score -2.279981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 174925 members 
Entering Unmasked Estep 
Score: -22799798.000000 Penalty: 5997.660645
	Iteration 77Q: 3 clusters Score -2.27998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 174944 members 
Entering Unmasked Estep 
Score: -22799830.000000 Penalty: 5997.660645
	Iteration 78Q: 3 clusters Score -2.279983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 174965 members 
Entering Unmasked Estep 
Score: -22799860.000000 Penalty: 5997.660645
	Iteration 79Q: 3 clusters Score -2.279986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 174986 members 
Entering Unmasked Estep 
Score: -22799880.000000 Penalty: 5997.660645
	Iteration 80F: 3 clusters Score -2.279988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -22799874.000000 Penalty: 5997.660645
	Iteration 81Q: 3 clusters Score -2.279987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -22799874.000000 Penalty: 5997.660645
	Iteration 82Q: 3 clusters Score -2.279987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -22799864.000000 Penalty: 5997.660645
	Iteration 83Q: 3 clusters Score -2.279986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -22799884.000000 Penalty: 5997.660645
	Iteration 84Q: 3 clusters Score -2.279988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 175075 members 
Entering Unmasked Estep 
Score: -22799898.000000 Penalty: 5997.660645
	Iteration 85Q: 3 clusters Score -2.27999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -22799876.000000 Penalty: 5997.660645
	Iteration 86Q: 3 clusters Score -2.279988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 175087 members 
Entering Unmasked Estep 
Score: -22799872.000000 Penalty: 5997.660645
	Iteration 87Q: 3 clusters Score -2.279987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -22799870.000000 Penalty: 5997.660645
	Iteration 88Q: 3 clusters Score -2.279987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 175088 members 
Entering Unmasked Estep 
Score: -22799864.000000 Penalty: 5997.660645
	Iteration 89Q: 3 clusters Score -2.279986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -22799868.000000 Penalty: 5997.660645
	Iteration 90Q: 3 clusters Score -2.279987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 175096 members 
Entering Unmasked Estep 
Score: -22799870.000000 Penalty: 5997.660645
	Iteration 91Q: 3 clusters Score -2.279987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 175097 members 
Entering Unmasked Estep 
Score: -22799868.000000 Penalty: 5997.660645
	Iteration 92Q: 3 clusters Score -2.279987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -22799878.000000 Penalty: 5997.660645
	Iteration 93Q: 3 clusters Score -2.279988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 175104 members 
Entering Unmasked Estep 
Score: -22799880.000000 Penalty: 5997.660645
	Iteration 94Q: 3 clusters Score -2.279988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 175105 members 
Entering Unmasked Estep 
Score: -22799882.000000 Penalty: 5997.660645
	Iteration 95Q: 3 clusters Score -2.279988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 175106 members 
Entering Unmasked Estep 
Score: -22799874.000000 Penalty: 5997.660645
	Iteration 96Q: 3 clusters Score -2.279987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -22799872.000000 Penalty: 5997.660645
	Iteration 97Q: 3 clusters Score -2.279987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -22799876.000000 Penalty: 5997.660645
	Iteration 98Q: 3 clusters Score -2.279988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 175122 members 
Entering Unmasked Estep 
Score: -22799862.000000 Penalty: 5997.660645
	Iteration 99Q: 3 clusters Score -2.279986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 175130 members 
Entering Unmasked Estep 
Score: -22799868.000000 Penalty: 5997.660645
	Iteration 100F: 3 clusters Score -2.279987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -22799862.000000 Penalty: 5997.660645
	Iteration 101Q: 3 clusters Score -2.279986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -22799846.000000 Penalty: 5997.660645
	Iteration 102Q: 3 clusters Score -2.279985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 175151 members 
Entering Unmasked Estep 
Score: -22799858.000000 Penalty: 5997.660645
	Iteration 103Q: 3 clusters Score -2.279986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -22799874.000000 Penalty: 5997.660645
	Iteration 104Q: 3 clusters Score -2.279987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -22799864.000000 Penalty: 5997.660645
	Iteration 105Q: 3 clusters Score -2.279986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -22799846.000000 Penalty: 5997.660645
	Iteration 106Q: 3 clusters Score -2.279985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -22799846.000000 Penalty: 5997.660645
	Iteration 107F: 3 clusters Score -2.279985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Entering Unmasked Estep 
Score: -6033239.000000 Penalty: 2665.882812
	Iteration 0F: 2 clusters Score -6033239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -6001790.500000 Penalty: 5331.765625
	Iteration 0F: 3 clusters Score -6001790 nChanged 21399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6013741.000000 Penalty: 5331.765625
	Iteration 1F: 3 clusters Score -6013741 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -6014268.000000 Penalty: 5331.765625
	Iteration 2Q: 3 clusters Score -6014268 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -6014742.000000 Penalty: 5331.765625
	Iteration 3Q: 3 clusters Score -6014742 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -6015455.000000 Penalty: 5331.765625
	Iteration 4Q: 3 clusters Score -6015455 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -6016023.000000 Penalty: 5331.765625
	Iteration 5Q: 3 clusters Score -6016023 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -6016675.000000 Penalty: 5331.765625
	Iteration 6Q: 3 clusters Score -6016675 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -6017466.500000 Penalty: 5331.765625
	Iteration 7Q: 3 clusters Score -6017466 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -6018446.000000 Penalty: 5331.765625
	Iteration 8Q: 3 clusters Score -6018446 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -6019714.500000 Penalty: 5331.765625
	Iteration 9Q: 3 clusters Score -6019714 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6021274.000000 Penalty: 5331.765625
	Iteration 10F: 3 clusters Score -6021274 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -6023117.500000 Penalty: 5331.765625
	Iteration 11F: 3 clusters Score -6023118 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -6024736.500000 Penalty: 5331.765625
	Iteration 12F: 3 clusters Score -6024736 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -6025722.000000 Penalty: 5331.765625
	Iteration 13Q: 3 clusters Score -6025722 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6026150.500000 Penalty: 5331.765625
	Iteration 14Q: 3 clusters Score -6026150 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -6026411.500000 Penalty: 5331.765625
	Iteration 15Q: 3 clusters Score -6026412 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -6026584.000000 Penalty: 5331.765625
	Iteration 16Q: 3 clusters Score -6026584 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -6026713.000000 Penalty: 5331.765625
	Iteration 17Q: 3 clusters Score -6026713 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -6026843.000000 Penalty: 5331.765625
	Iteration 18Q: 3 clusters Score -6026843 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6026952.500000 Penalty: 5331.765625
	Iteration 19Q: 3 clusters Score -6026952 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -6027089.000000 Penalty: 5331.765625
	Iteration 20F: 3 clusters Score -6027089 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6027216.000000 Penalty: 5331.765625
	Iteration 21Q: 3 clusters Score -6027216 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -6027323.500000 Penalty: 5331.765625
	Iteration 22Q: 3 clusters Score -6027324 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -6027447.500000 Penalty: 5331.765625
	Iteration 23Q: 3 clusters Score -6027448 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -6027559.000000 Penalty: 5331.765625
	Iteration 24Q: 3 clusters Score -6027559 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -6027640.500000 Penalty: 5331.765625
	Iteration 25Q: 3 clusters Score -6027640 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6027727.500000 Penalty: 5331.765625
	Iteration 26Q: 3 clusters Score -6027728 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -6027851.500000 Penalty: 5331.765625
	Iteration 27Q: 3 clusters Score -6027852 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -6027946.500000 Penalty: 5331.765625
	Iteration 28Q: 3 clusters Score -6027946 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6028048.500000 Penalty: 5331.765625
	Iteration 29Q: 3 clusters Score -6028048 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -6028151.500000 Penalty: 5331.765625
	Iteration 30Q: 3 clusters Score -6028152 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -6028247.000000 Penalty: 5331.765625
	Iteration 31Q: 3 clusters Score -6028247 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -6028345.000000 Penalty: 5331.765625
	Iteration 32Q: 3 clusters Score -6028345 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -6028419.500000 Penalty: 5331.765625
	Iteration 33Q: 3 clusters Score -6028420 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -6028560.000000 Penalty: 5331.765625
	Iteration 34Q: 3 clusters Score -6028560 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -6028700.500000 Penalty: 5331.765625
	Iteration 35Q: 3 clusters Score -6028700 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -6028817.500000 Penalty: 5331.765625
	Iteration 36Q: 3 clusters Score -6028818 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -6028927.500000 Penalty: 5331.765625
	Iteration 37Q: 3 clusters Score -6028928 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -6029052.500000 Penalty: 5331.765625
	Iteration 38Q: 3 clusters Score -6029052 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -6029160.500000 Penalty: 5331.765625
	Iteration 39Q: 3 clusters Score -6029160 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6029312.000000 Penalty: 5331.765625
	Iteration 40F: 3 clusters Score -6029312 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6029422.500000 Penalty: 5331.765625
	Iteration 41Q: 3 clusters Score -6029422 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6029550.500000 Penalty: 5331.765625
	Iteration 42Q: 3 clusters Score -6029550 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6029720.500000 Penalty: 5331.765625
	Iteration 43Q: 3 clusters Score -6029720 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -6029836.000000 Penalty: 5331.765625
	Iteration 44Q: 3 clusters Score -6029836 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6029990.500000 Penalty: 5331.765625
	Iteration 45Q: 3 clusters Score -6029990 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6030113.000000 Penalty: 5331.765625
	Iteration 46Q: 3 clusters Score -6030113 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6030276.000000 Penalty: 5331.765625
	Iteration 47Q: 3 clusters Score -6030276 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6030423.000000 Penalty: 5331.765625
	Iteration 48Q: 3 clusters Score -6030423 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6030498.000000 Penalty: 5331.765625
	Iteration 49Q: 3 clusters Score -6030498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6030582.000000 Penalty: 5331.765625
	Iteration 50Q: 3 clusters Score -6030582 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6030676.000000 Penalty: 5331.765625
	Iteration 51Q: 3 clusters Score -6030676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6030793.500000 Penalty: 5331.765625
	Iteration 52Q: 3 clusters Score -6030794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6030875.000000 Penalty: 5331.765625
	Iteration 53Q: 3 clusters Score -6030875 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6030928.500000 Penalty: 5331.765625
	Iteration 54Q: 3 clusters Score -6030928 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6030948.000000 Penalty: 5331.765625
	Iteration 55Q: 3 clusters Score -6030948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6030985.500000 Penalty: 5331.765625
	Iteration 56Q: 3 clusters Score -6030986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6031007.500000 Penalty: 5331.765625
	Iteration 57Q: 3 clusters Score -6031008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6031030.000000 Penalty: 5331.765625
	Iteration 58Q: 3 clusters Score -6031030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6031061.500000 Penalty: 5331.765625
	Iteration 59Q: 3 clusters Score -6031062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6031087.000000 Penalty: 5331.765625
	Iteration 60F: 3 clusters Score -6031087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6031110.000000 Penalty: 5331.765625
	Iteration 61Q: 3 clusters Score -6031110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6031135.000000 Penalty: 5331.765625
	Iteration 62Q: 3 clusters Score -6031135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6031134.500000 Penalty: 5331.765625
	Iteration 63Q: 3 clusters Score -6031134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6031151.000000 Penalty: 5331.765625
	Iteration 64Q: 3 clusters Score -6031151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6031154.000000 Penalty: 5331.765625
	Iteration 65Q: 3 clusters Score -6031154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6031170.500000 Penalty: 5331.765625
	Iteration 66Q: 3 clusters Score -6031170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6031180.000000 Penalty: 5331.765625
	Iteration 67Q: 3 clusters Score -6031180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6031205.000000 Penalty: 5331.765625
	Iteration 68Q: 3 clusters Score -6031205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6031200.000000 Penalty: 5331.765625
	Iteration 69Q: 3 clusters Score -6031200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6031201.500000 Penalty: 5331.765625
	Iteration 70Q: 3 clusters Score -6031202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6031208.500000 Penalty: 5331.765625
	Iteration 71Q: 3 clusters Score -6031208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6031211.500000 Penalty: 5331.765625
	Iteration 72Q: 3 clusters Score -6031212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6031224.000000 Penalty: 5331.765625
	Iteration 73Q: 3 clusters Score -6031224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6031229.000000 Penalty: 5331.765625
	Iteration 74Q: 3 clusters Score -6031229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6031238.000000 Penalty: 5331.765625
	Iteration 75Q: 3 clusters Score -6031238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6031242.000000 Penalty: 5331.765625
	Iteration 76Q: 3 clusters Score -6031242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6031251.500000 Penalty: 5331.765625
	Iteration 77Q: 3 clusters Score -6031252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6031247.500000 Penalty: 5331.765625
	Iteration 78Q: 3 clusters Score -6031248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6031251.500000 Penalty: 5331.765625
	Iteration 79Q: 3 clusters Score -6031252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6031274.500000 Penalty: 5331.765625
	Iteration 80F: 3 clusters Score -6031274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6031278.500000 Penalty: 5331.765625
	Iteration 81Q: 3 clusters Score -6031278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6031283.500000 Penalty: 5331.765625
	Iteration 82Q: 3 clusters Score -6031284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6031286.000000 Penalty: 5331.765625
	Iteration 83Q: 3 clusters Score -6031286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6031286.500000 Penalty: 5331.765625
	Iteration 84Q: 3 clusters Score -6031286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6031291.500000 Penalty: 5331.765625
	Iteration 85Q: 3 clusters Score -6031292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6031291.500000 Penalty: 5331.765625
	Iteration 86F: 3 clusters Score -6031292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -452191.750000 Penalty: 2032.921387
	Iteration 0F: 2 clusters Score -452191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -448578.343750 Penalty: 4065.842773
	Iteration 0F: 3 clusters Score -448578.3 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -449371.937500 Penalty: 4065.842773
	Iteration 1F: 3 clusters Score -449371.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -449575.968750 Penalty: 4065.842773
	Iteration 2F: 3 clusters Score -449576 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -449707.906250 Penalty: 4065.842773
	Iteration 3F: 3 clusters Score -449707.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -449806.593750 Penalty: 4065.842773
	Iteration 4Q: 3 clusters Score -449806.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -449881.875000 Penalty: 4065.842773
	Iteration 5Q: 3 clusters Score -449881.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -449955.875000 Penalty: 4065.842773
	Iteration 6Q: 3 clusters Score -449955.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -450030.281250 Penalty: 4065.842773
	Iteration 7Q: 3 clusters Score -450030.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -450107.218750 Penalty: 4065.842773
	Iteration 8Q: 3 clusters Score -450107.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -450189.687500 Penalty: 4065.842773
	Iteration 9Q: 3 clusters Score -450189.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -450257.250000 Penalty: 4065.842773
	Iteration 10Q: 3 clusters Score -450257.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -450310.125000 Penalty: 4065.842773
	Iteration 11Q: 3 clusters Score -450310.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -450349.000000 Penalty: 4065.842773
	Iteration 12Q: 3 clusters Score -450349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -450388.593750 Penalty: 4065.842773
	Iteration 13Q: 3 clusters Score -450388.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -450427.375000 Penalty: 4065.842773
	Iteration 14Q: 3 clusters Score -450427.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -450469.125000 Penalty: 4065.842773
	Iteration 15Q: 3 clusters Score -450469.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -450512.093750 Penalty: 4065.842773
	Iteration 16Q: 3 clusters Score -450512.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -450548.875000 Penalty: 4065.842773
	Iteration 17Q: 3 clusters Score -450548.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -450586.937500 Penalty: 4065.842773
	Iteration 18Q: 3 clusters Score -450586.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -450624.062500 Penalty: 4065.842773
	Iteration 19Q: 3 clusters Score -450624.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -450662.593750 Penalty: 4065.842773
	Iteration 20F: 3 clusters Score -450662.6 nChanged 47
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: -450699.343750 Penalty: 4065.842773
	Iteration 21Q: 3 clusters Score -450699.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -450734.937500 Penalty: 4065.842773
	Iteration 22Q: 3 clusters Score -450734.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -450758.843750 Penalty: 4065.842773
	Iteration 23Q: 3 clusters Score -450758.8 nChanged 16
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: -450770.406250 Penalty: 4065.842773
	Iteration 24Q: 3 clusters Score -450770.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -450782.906250 Penalty: 4065.842773
	Iteration 25Q: 3 clusters Score -450782.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -450798.468750 Penalty: 4065.842773
	Iteration 26Q: 3 clusters Score -450798.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -450809.250000 Penalty: 4065.842773
	Iteration 27Q: 3 clusters Score -450809.2 nChanged 8
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: -450814.750000 Penalty: 4065.842773
	Iteration 28Q: 3 clusters Score -450814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -450817.437500 Penalty: 4065.842773
	Iteration 29Q: 3 clusters Score -450817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -450819.468750 Penalty: 4065.842773
	Iteration 30Q: 3 clusters Score -450819.5 nChanged 2
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: -450822.125000 Penalty: 4065.842773
	Iteration 31Q: 3 clusters Score -450822.1 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: -450827.750000 Penalty: 4065.842773
	Iteration 32Q: 3 clusters Score -450827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -450829.937500 Penalty: 4065.842773
	Iteration 33Q: 3 clusters Score -450829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -450833.531250 Penalty: 4065.842773
	Iteration 34Q: 3 clusters Score -450833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -450839.187500 Penalty: 4065.842773
	Iteration 35Q: 3 clusters Score -450839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -450841.500000 Penalty: 4065.842773
	Iteration 36Q: 3 clusters Score -450841.5 nChanged 2
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: -450844.062500 Penalty: 4065.842773
	Iteration 37Q: 3 clusters Score -450844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -450846.437500 Penalty: 4065.842773
	Iteration 38Q: 3 clusters Score -450846.4 nChanged 1
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: -450847.000000 Penalty: 4065.842773
	Iteration 39Q: 3 clusters Score -450847 nChanged 0
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: -450847.000000 Penalty: 4065.842773
	Iteration 40F: 3 clusters Score -450847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -770290.687500 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -770290.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -764913.500000 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -764913.5 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -766382.812500 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -766382.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -766670.187500 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -766670.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -766918.000000 Penalty: 4337.582031
	Iteration 3F: 3 clusters Score -766918 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -767190.500000 Penalty: 4337.582031
	Iteration 4F: 3 clusters Score -767190.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -767489.875000 Penalty: 4337.582031
	Iteration 5F: 3 clusters Score -767489.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -767744.625000 Penalty: 4337.582031
	Iteration 6F: 3 clusters Score -767744.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -767994.750000 Penalty: 4337.582031
	Iteration 7F: 3 clusters Score -767994.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -768207.625000 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -768207.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -768360.437500 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -768360.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -768489.000000 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -768489 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -768608.937500 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -768608.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -768691.687500 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -768691.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -768745.687500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -768745.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -768787.250000 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -768787.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -768836.375000 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -768836.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -768883.687500 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -768883.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -768921.687500 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -768921.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -768956.812500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -768956.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -768980.750000 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -768980.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -769006.375000 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -769006.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -769022.250000 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -769022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -769029.375000 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -769029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -769033.312500 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -769033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -769039.250000 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -769039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -769039.062500 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -769039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -769038.562500 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -769038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -769039.812500 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -769039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -769041.250000 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -769041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -769041.187500 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -769041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -769041.187500 Penalty: 4337.582031
	Iteration 30F: 3 clusters Score -769041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Entering Unmasked Estep 
Score: -8386315.500000 Penalty: 2756.216309
	Iteration 0F: 2 clusters Score -8386316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -8341518.500000 Penalty: 5512.432617
	Iteration 0F: 3 clusters Score -8341518 nChanged 31294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -8358515.500000 Penalty: 5512.432617
	Iteration 1F: 3 clusters Score -8358516 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -8358979.500000 Penalty: 5512.432617
	Iteration 2Q: 3 clusters Score -8358980 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -8359647.500000 Penalty: 5512.432617
	Iteration 3Q: 3 clusters Score -8359648 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -8360420.000000 Penalty: 5512.432617
	Iteration 4Q: 3 clusters Score -8360420 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -8361763.500000 Penalty: 5512.432617
	Iteration 5Q: 3 clusters Score -8361764 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8364261.500000 Penalty: 5512.432617
	Iteration 6F: 3 clusters Score -8364262 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -8368466.000000 Penalty: 5512.432617
	Iteration 7F: 3 clusters Score -8368466 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -8374163.500000 Penalty: 5512.432617
	Iteration 8F: 3 clusters Score -8374164 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8379256.500000 Penalty: 5512.432617
	Iteration 9F: 3 clusters Score -8379256 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8382201.000000 Penalty: 5512.432617
	Iteration 10Q: 3 clusters Score -8382201 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8383282.000000 Penalty: 5512.432617
	Iteration 11Q: 3 clusters Score -8383282 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8383576.000000 Penalty: 5512.432617
	Iteration 12Q: 3 clusters Score -8383576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8383711.500000 Penalty: 5512.432617
	Iteration 13Q: 3 clusters Score -8383712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8383778.500000 Penalty: 5512.432617
	Iteration 14Q: 3 clusters Score -8383778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8383823.500000 Penalty: 5512.432617
	Iteration 15Q: 3 clusters Score -8383824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8383849.500000 Penalty: 5512.432617
	Iteration 16Q: 3 clusters Score -8383850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8383858.000000 Penalty: 5512.432617
	Iteration 17Q: 3 clusters Score -8383858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8383870.000000 Penalty: 5512.432617
	Iteration 18Q: 3 clusters Score -8383870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8383888.500000 Penalty: 5512.432617
	Iteration 19Q: 3 clusters Score -8383888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8383891.000000 Penalty: 5512.432617
	Iteration 20F: 3 clusters Score -8383891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8383894.500000 Penalty: 5512.432617
	Iteration 21Q: 3 clusters Score -8383894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8383892.500000 Penalty: 5512.432617
	Iteration 22Q: 3 clusters Score -8383892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8383902.500000 Penalty: 5512.432617
	Iteration 23Q: 3 clusters Score -8383902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8383908.500000 Penalty: 5512.432617
	Iteration 24Q: 3 clusters Score -8383908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8383910.500000 Penalty: 5512.432617
	Iteration 25Q: 3 clusters Score -8383910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8383912.000000 Penalty: 5512.432617
	Iteration 26Q: 3 clusters Score -8383912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8383912.000000 Penalty: 5512.432617
	Iteration 27F: 3 clusters Score -8383912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -55211.789062 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -55211.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53723.003906 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -53723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53987.277344 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -53987.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54102.953125 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -54102.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54157.570312 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -54157.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54198.414062 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -54198.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54213.636719 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -54213.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54242.031250 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -54242.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54256.660156 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -54256.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54271.714844 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -54271.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54304.101562 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -54304.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54316.582031 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -54316.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54324.121094 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -54324.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54326.410156 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -54326.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54328.410156 Penalty: 3105.699951
	Iteration 13Q: 3 clusters Score -54328.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54328.410156 Penalty: 3105.699951
	Iteration 14F: 3 clusters Score -54328.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (229910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229910 members 
Entering Unmasked Estep 
Score: -29369552.000000 Penalty: 3061.669922
	Iteration 0F: 2 clusters Score -2.936955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115331 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -29227362.000000 Penalty: 6123.339844
	Iteration 0F: 3 clusters Score -2.922736e+07 nChanged 111041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -29292880.000000 Penalty: 6123.339844
	Iteration 1F: 3 clusters Score -2.929288e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126527 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -29294556.000000 Penalty: 6123.339844
	Iteration 2Q: 3 clusters Score -2.929456e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133376 members 
Mstep: Class 2 contains 96534 members 
Entering Unmasked Estep 
Score: -29296930.000000 Penalty: 6123.339844
	Iteration 3Q: 3 clusters Score -2.929693e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -29301520.000000 Penalty: 6123.339844
	Iteration 4Q: 3 clusters Score -2.930152e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 71031 members 
Entering Unmasked Estep 
Score: -29311202.000000 Penalty: 6123.339844
	Iteration 5F: 3 clusters Score -2.93112e+07 nChanged 20376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179245 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -29327346.000000 Penalty: 6123.339844
	Iteration 6F: 3 clusters Score -2.932735e+07 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201146 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -29345380.000000 Penalty: 6123.339844
	Iteration 7F: 3 clusters Score -2.934538e+07 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217065 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -29356948.000000 Penalty: 6123.339844
	Iteration 8F: 3 clusters Score -2.935695e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224893 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -29362708.000000 Penalty: 6123.339844
	Iteration 9Q: 3 clusters Score -2.936271e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227794 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -29365066.000000 Penalty: 6123.339844
	Iteration 10Q: 3 clusters Score -2.936507e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228775 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -29365834.000000 Penalty: 6123.339844
	Iteration 11Q: 3 clusters Score -2.936583e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229144 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -29366262.000000 Penalty: 6123.339844
	Iteration 12Q: 3 clusters Score -2.936626e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229300 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -29366518.000000 Penalty: 6123.339844
	Iteration 13Q: 3 clusters Score -2.936652e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229385 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29366630.000000 Penalty: 6123.339844
	Iteration 14Q: 3 clusters Score -2.936663e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229429 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29366710.000000 Penalty: 6123.339844
	Iteration 15Q: 3 clusters Score -2.936671e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229455 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -29366724.000000 Penalty: 6123.339844
	Iteration 16Q: 3 clusters Score -2.936672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229467 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29366740.000000 Penalty: 6123.339844
	Iteration 17Q: 3 clusters Score -2.936674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229476 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29366760.000000 Penalty: 6123.339844
	Iteration 18Q: 3 clusters Score -2.936676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229480 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29366774.000000 Penalty: 6123.339844
	Iteration 19Q: 3 clusters Score -2.936677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29366790.000000 Penalty: 6123.339844
	Iteration 20F: 3 clusters Score -2.936679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229489 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29366800.000000 Penalty: 6123.339844
	Iteration 21Q: 3 clusters Score -2.93668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229494 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29366804.000000 Penalty: 6123.339844
	Iteration 22Q: 3 clusters Score -2.93668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229500 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -29366798.000000 Penalty: 6123.339844
	Iteration 23Q: 3 clusters Score -2.93668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229504 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29366790.000000 Penalty: 6123.339844
	Iteration 24Q: 3 clusters Score -2.936679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229506 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -29366804.000000 Penalty: 6123.339844
	Iteration 25Q: 3 clusters Score -2.93668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229509 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29366796.000000 Penalty: 6123.339844
	Iteration 26Q: 3 clusters Score -2.93668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229509 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29366802.000000 Penalty: 6123.339844
	Iteration 27Q: 3 clusters Score -2.93668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229510 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29366804.000000 Penalty: 6123.339844
	Iteration 28Q: 3 clusters Score -2.93668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229510 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29366804.000000 Penalty: 6123.339844
	Iteration 29F: 3 clusters Score -2.93668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Entering Unmasked Estep 
Score: -2538310.000000 Penalty: 2450.750977
	Iteration 0F: 2 clusters Score -2538310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2524520.000000 Penalty: 4901.501953
	Iteration 0F: 3 clusters Score -2524520 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2529086.250000 Penalty: 4901.501953
	Iteration 1F: 3 clusters Score -2529086 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2529382.000000 Penalty: 4901.501953
	Iteration 2Q: 3 clusters Score -2529382 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2529629.500000 Penalty: 4901.501953
	Iteration 3Q: 3 clusters Score -2529630 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2529866.250000 Penalty: 4901.501953
	Iteration 4Q: 3 clusters Score -2529866 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2530081.250000 Penalty: 4901.501953
	Iteration 5Q: 3 clusters Score -2530081 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2530292.250000 Penalty: 4901.501953
	Iteration 6Q: 3 clusters Score -2530292 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2530578.000000 Penalty: 4901.501953
	Iteration 7Q: 3 clusters Score -2530578 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2530922.500000 Penalty: 4901.501953
	Iteration 8Q: 3 clusters Score -2530922 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2531348.500000 Penalty: 4901.501953
	Iteration 9Q: 3 clusters Score -2531348 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2531877.250000 Penalty: 4901.501953
	Iteration 10Q: 3 clusters Score -2531877 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2532472.750000 Penalty: 4901.501953
	Iteration 11Q: 3 clusters Score -2532473 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2533184.500000 Penalty: 4901.501953
	Iteration 12F: 3 clusters Score -2533184 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2533912.750000 Penalty: 4901.501953
	Iteration 13F: 3 clusters Score -2533913 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2534441.000000 Penalty: 4901.501953
	Iteration 14Q: 3 clusters Score -2534441 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2534727.750000 Penalty: 4901.501953
	Iteration 15Q: 3 clusters Score -2534728 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2534896.750000 Penalty: 4901.501953
	Iteration 16Q: 3 clusters Score -2534897 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2535024.500000 Penalty: 4901.501953
	Iteration 17Q: 3 clusters Score -2535024 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2535152.000000 Penalty: 4901.501953
	Iteration 18Q: 3 clusters Score -2535152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2535247.500000 Penalty: 4901.501953
	Iteration 19Q: 3 clusters Score -2535248 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2535356.750000 Penalty: 4901.501953
	Iteration 20F: 3 clusters Score -2535357 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2535424.750000 Penalty: 4901.501953
	Iteration 21Q: 3 clusters Score -2535425 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2535490.000000 Penalty: 4901.501953
	Iteration 22Q: 3 clusters Score -2535490 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2535557.250000 Penalty: 4901.501953
	Iteration 23Q: 3 clusters Score -2535557 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2535617.500000 Penalty: 4901.501953
	Iteration 24Q: 3 clusters Score -2535618 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2535663.500000 Penalty: 4901.501953
	Iteration 25Q: 3 clusters Score -2535664 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2535704.000000 Penalty: 4901.501953
	Iteration 26Q: 3 clusters Score -2535704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2535755.250000 Penalty: 4901.501953
	Iteration 27Q: 3 clusters Score -2535755 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2535777.250000 Penalty: 4901.501953
	Iteration 28Q: 3 clusters Score -2535777 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2535800.000000 Penalty: 4901.501953
	Iteration 29Q: 3 clusters Score -2535800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2535832.000000 Penalty: 4901.501953
	Iteration 30Q: 3 clusters Score -2535832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2535864.250000 Penalty: 4901.501953
	Iteration 31Q: 3 clusters Score -2535864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2535876.750000 Penalty: 4901.501953
	Iteration 32Q: 3 clusters Score -2535877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2535893.250000 Penalty: 4901.501953
	Iteration 33Q: 3 clusters Score -2535893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2535909.250000 Penalty: 4901.501953
	Iteration 34Q: 3 clusters Score -2535909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2535926.750000 Penalty: 4901.501953
	Iteration 35Q: 3 clusters Score -2535927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2535933.500000 Penalty: 4901.501953
	Iteration 36Q: 3 clusters Score -2535934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2535944.250000 Penalty: 4901.501953
	Iteration 37Q: 3 clusters Score -2535944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2535950.500000 Penalty: 4901.501953
	Iteration 38Q: 3 clusters Score -2535950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2535958.000000 Penalty: 4901.501953
	Iteration 39Q: 3 clusters Score -2535958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2535962.500000 Penalty: 4901.501953
	Iteration 40F: 3 clusters Score -2535962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2535970.250000 Penalty: 4901.501953
	Iteration 41Q: 3 clusters Score -2535970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2535981.000000 Penalty: 4901.501953
	Iteration 42Q: 3 clusters Score -2535981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2535994.500000 Penalty: 4901.501953
	Iteration 43Q: 3 clusters Score -2535994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2535996.500000 Penalty: 4901.501953
	Iteration 44Q: 3 clusters Score -2535996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2536011.000000 Penalty: 4901.501953
	Iteration 45Q: 3 clusters Score -2536011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2536015.000000 Penalty: 4901.501953
	Iteration 46Q: 3 clusters Score -2536015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2536014.000000 Penalty: 4901.501953
	Iteration 47Q: 3 clusters Score -2536014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2536024.250000 Penalty: 4901.501953
	Iteration 48Q: 3 clusters Score -2536024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2536034.500000 Penalty: 4901.501953
	Iteration 49Q: 3 clusters Score -2536034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2536045.500000 Penalty: 4901.501953
	Iteration 50Q: 3 clusters Score -2536046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2536051.000000 Penalty: 4901.501953
	Iteration 51Q: 3 clusters Score -2536051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2536058.000000 Penalty: 4901.501953
	Iteration 52Q: 3 clusters Score -2536058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2536061.750000 Penalty: 4901.501953
	Iteration 53Q: 3 clusters Score -2536062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2536063.500000 Penalty: 4901.501953
	Iteration 54Q: 3 clusters Score -2536064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2536064.750000 Penalty: 4901.501953
	Iteration 55Q: 3 clusters Score -2536065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2536063.500000 Penalty: 4901.501953
	Iteration 56Q: 3 clusters Score -2536064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2536078.000000 Penalty: 4901.501953
	Iteration 57Q: 3 clusters Score -2536078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2536086.000000 Penalty: 4901.501953
	Iteration 58Q: 3 clusters Score -2536086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2536097.750000 Penalty: 4901.501953
	Iteration 59Q: 3 clusters Score -2536098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2536104.750000 Penalty: 4901.501953
	Iteration 60F: 3 clusters Score -2536105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2536118.500000 Penalty: 4901.501953
	Iteration 61Q: 3 clusters Score -2536118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2536123.000000 Penalty: 4901.501953
	Iteration 62Q: 3 clusters Score -2536123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2536132.250000 Penalty: 4901.501953
	Iteration 63Q: 3 clusters Score -2536132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2536136.500000 Penalty: 4901.501953
	Iteration 64Q: 3 clusters Score -2536136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2536147.000000 Penalty: 4901.501953
	Iteration 65Q: 3 clusters Score -2536147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2536151.750000 Penalty: 4901.501953
	Iteration 66Q: 3 clusters Score -2536152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2536159.500000 Penalty: 4901.501953
	Iteration 67Q: 3 clusters Score -2536160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2536173.250000 Penalty: 4901.501953
	Iteration 68Q: 3 clusters Score -2536173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2536175.500000 Penalty: 4901.501953
	Iteration 69Q: 3 clusters Score -2536176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2536182.250000 Penalty: 4901.501953
	Iteration 70Q: 3 clusters Score -2536182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2536185.250000 Penalty: 4901.501953
	Iteration 71Q: 3 clusters Score -2536185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2536187.250000 Penalty: 4901.501953
	Iteration 72Q: 3 clusters Score -2536187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2536190.750000 Penalty: 4901.501953
	Iteration 73Q: 3 clusters Score -2536191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2536196.750000 Penalty: 4901.501953
	Iteration 74Q: 3 clusters Score -2536197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2536195.000000 Penalty: 4901.501953
	Iteration 75Q: 3 clusters Score -2536195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2536199.000000 Penalty: 4901.501953
	Iteration 76Q: 3 clusters Score -2536199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2536206.500000 Penalty: 4901.501953
	Iteration 77Q: 3 clusters Score -2536206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2536213.250000 Penalty: 4901.501953
	Iteration 78Q: 3 clusters Score -2536213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2536221.500000 Penalty: 4901.501953
	Iteration 79Q: 3 clusters Score -2536222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2536222.000000 Penalty: 4901.501953
	Iteration 80F: 3 clusters Score -2536222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2536229.750000 Penalty: 4901.501953
	Iteration 81Q: 3 clusters Score -2536230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2536230.250000 Penalty: 4901.501953
	Iteration 82Q: 3 clusters Score -2536230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2536234.250000 Penalty: 4901.501953
	Iteration 83Q: 3 clusters Score -2536234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2536241.750000 Penalty: 4901.501953
	Iteration 84Q: 3 clusters Score -2536242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2536253.000000 Penalty: 4901.501953
	Iteration 85Q: 3 clusters Score -2536253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2536255.000000 Penalty: 4901.501953
	Iteration 86Q: 3 clusters Score -2536255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2536262.000000 Penalty: 4901.501953
	Iteration 87Q: 3 clusters Score -2536262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2536265.500000 Penalty: 4901.501953
	Iteration 88Q: 3 clusters Score -2536266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2536270.500000 Penalty: 4901.501953
	Iteration 89Q: 3 clusters Score -2536270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2536279.750000 Penalty: 4901.501953
	Iteration 90Q: 3 clusters Score -2536280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2536284.500000 Penalty: 4901.501953
	Iteration 91Q: 3 clusters Score -2536284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2536293.500000 Penalty: 4901.501953
	Iteration 92Q: 3 clusters Score -2536294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2536295.500000 Penalty: 4901.501953
	Iteration 93Q: 3 clusters Score -2536296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2536295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2536299.500000 Penalty: 4901.501953
	Iteration 95Q: 3 clusters Score -2536300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2536300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2536299.750000 Penalty: 4901.501953
	Iteration 97F: 3 clusters Score -2536300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 162589 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52195 members 
Mstep: Class 12 contains 178449 members 
Mstep: Class 14 contains 46608 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 67089 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 229910 members 
Mstep: Class 24 contains 19576 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 16 clusters Score -9.82847e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 163179 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 52049 members 
Mstep: Class 12 contains 178330 members 
Mstep: Class 14 contains 46588 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 67120 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 21 contains 229592 members 
Mstep: Class 24 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 16 clusters Score -9.828455e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 163815 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 51876 members 
Mstep: Class 12 contains 178187 members 
Mstep: Class 14 contains 46550 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 67154 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 21 contains 229272 members 
Mstep: Class 24 contains 19567 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 16 clusters Score -9.82847e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 164442 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 51704 members 
Mstep: Class 12 contains 178069 members 
Mstep: Class 14 contains 46529 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 67186 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 21 contains 228933 members 
Mstep: Class 24 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 16 clusters Score -9.828484e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 165016 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 51527 members 
Mstep: Class 12 contains 177986 members 
Mstep: Class 14 contains 46506 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 67206 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 21 contains 228627 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 16 clusters Score -9.828516e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 165536 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 51362 members 
Mstep: Class 12 contains 177892 members 
Mstep: Class 14 contains 46481 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 67233 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 21 contains 228360 members 
Mstep: Class 24 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 16 clusters Score -9.828527e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 165980 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 51212 members 
Mstep: Class 12 contains 177830 members 
Mstep: Class 14 contains 46454 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 67271 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 21 contains 228118 members 
Mstep: Class 24 contains 19565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 16 clusters Score -9.828524e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166401 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 51062 members 
Mstep: Class 12 contains 177786 members 
Mstep: Class 14 contains 46426 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 67310 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 21 contains 227875 members 
Mstep: Class 24 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 16 clusters Score -9.828534e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166792 members 
Mstep: Class 6 contains 12190 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50915 members 
Mstep: Class 12 contains 177790 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 67350 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 21 contains 227607 members 
Mstep: Class 24 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 16 clusters Score -9.828563e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167141 members 
Mstep: Class 6 contains 12186 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50763 members 
Mstep: Class 12 contains 177811 members 
Mstep: Class 14 contains 46418 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67379 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 21 contains 227371 members 
Mstep: Class 24 contains 19565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 16 clusters Score -9.828569e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167440 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50601 members 
Mstep: Class 12 contains 177833 members 
Mstep: Class 14 contains 46421 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67411 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227198 members 
Mstep: Class 24 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 16 clusters Score -9.82857e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167657 members 
Mstep: Class 6 contains 12175 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50454 members 
Mstep: Class 12 contains 177905 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 16 contains 3629 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67444 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227046 members 
Mstep: Class 24 contains 19539 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 16 clusters Score -9.82857e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167819 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50335 members 
Mstep: Class 12 contains 177990 members 
Mstep: Class 14 contains 46402 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67495 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226889 members 
Mstep: Class 24 contains 19527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 16 clusters Score -9.828586e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167892 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50216 members 
Mstep: Class 12 contains 178138 members 
Mstep: Class 14 contains 46392 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67530 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226763 members 
Mstep: Class 24 contains 19523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 16 clusters Score -9.828585e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167940 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50103 members 
Mstep: Class 12 contains 178270 members 
Mstep: Class 14 contains 46382 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 67567 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226681 members 
Mstep: Class 24 contains 19518 members 
Entering Unmasked Estep 
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Iteration 133Q: 16 clusters Score -9.828602e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167931 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 50007 members 
Mstep: Class 12 contains 178416 members 
Mstep: Class 14 contains 46375 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 67595 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226625 members 
Mstep: Class 24 contains 19512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 16 clusters Score -9.828624e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167882 members 
Mstep: Class 6 contains 12170 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49922 members 
Mstep: Class 12 contains 178558 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67633 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226607 members 
Mstep: Class 24 contains 19506 members 
Entering Unmasked Estep 
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Iteration 135Q: 16 clusters Score -9.828612e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167806 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49841 members 
Mstep: Class 12 contains 178653 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67672 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226625 members 
Mstep: Class 24 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 16 clusters Score -9.828622e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167725 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49776 members 
Mstep: Class 12 contains 178718 members 
Mstep: Class 14 contains 46363 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67706 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226657 members 
Mstep: Class 24 contains 19515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 16 clusters Score -9.82863e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167646 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49710 members 
Mstep: Class 12 contains 178769 members 
Mstep: Class 14 contains 46360 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 67746 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226715 members 
Mstep: Class 24 contains 19518 members 
Entering Unmasked Estep 
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Iteration 138Q: 16 clusters Score -9.828625e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167582 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49637 members 
Mstep: Class 12 contains 178818 members 
Mstep: Class 14 contains 46361 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 67792 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226760 members 
Mstep: Class 24 contains 19518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 16 clusters Score -9.828622e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167523 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49570 members 
Mstep: Class 12 contains 178853 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 67825 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226813 members 
Mstep: Class 24 contains 19523 members 
Entering Unmasked Estep 
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Iteration 140F: 16 clusters Score -9.828623e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167442 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49510 members 
Mstep: Class 12 contains 178885 members 
Mstep: Class 14 contains 46360 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 67865 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226884 members 
Mstep: Class 24 contains 19525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 16 clusters Score -9.828625e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167363 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49467 members 
Mstep: Class 12 contains 178900 members 
Mstep: Class 14 contains 46363 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 67917 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226931 members 
Mstep: Class 24 contains 19528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286264.000000 Penalty: 50478.558594
Iteration 142Q: 16 clusters Score -9.828626e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167293 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 12 contains 178920 members 
Mstep: Class 14 contains 46363 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 67954 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 226975 members 
Mstep: Class 24 contains 19533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286216.000000 Penalty: 50478.558594
Iteration 143Q: 16 clusters Score -9.828622e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167240 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49393 members 
Mstep: Class 12 contains 178920 members 
Mstep: Class 14 contains 46367 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 67988 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227030 members 
Mstep: Class 24 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286248.000000 Penalty: 50478.558594
Iteration 144Q: 16 clusters Score -9.828625e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167172 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49353 members 
Mstep: Class 12 contains 178936 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68017 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227101 members 
Mstep: Class 24 contains 19538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286280.000000 Penalty: 50478.558594
Iteration 145Q: 16 clusters Score -9.828628e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167105 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49318 members 
Mstep: Class 12 contains 178946 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68048 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227166 members 
Mstep: Class 24 contains 19539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286288.000000 Penalty: 50478.558594
Iteration 146Q: 16 clusters Score -9.828629e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 167034 members 
Mstep: Class 6 contains 12161 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49283 members 
Mstep: Class 12 contains 178955 members 
Mstep: Class 14 contains 46354 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68082 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227226 members 
Mstep: Class 24 contains 19543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286344.000000 Penalty: 50478.558594
Iteration 147Q: 16 clusters Score -9.828634e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166979 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49243 members 
Mstep: Class 12 contains 178968 members 
Mstep: Class 14 contains 46352 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68110 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227282 members 
Mstep: Class 24 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286296.000000 Penalty: 50478.558594
Iteration 148Q: 16 clusters Score -9.82863e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166941 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49200 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 14 contains 46351 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68135 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227333 members 
Mstep: Class 24 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286272.000000 Penalty: 50478.558594
Iteration 149Q: 16 clusters Score -9.828627e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166903 members 
Mstep: Class 6 contains 12160 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49166 members 
Mstep: Class 12 contains 178964 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68150 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227395 members 
Mstep: Class 24 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286200.000000 Penalty: 50478.558594
Iteration 150Q: 16 clusters Score -9.82862e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166865 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49127 members 
Mstep: Class 12 contains 178963 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68167 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227450 members 
Mstep: Class 24 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286160.000000 Penalty: 50478.558594
Iteration 151Q: 16 clusters Score -9.828616e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166821 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49089 members 
Mstep: Class 12 contains 178975 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68189 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227493 members 
Mstep: Class 24 contains 19555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286128.000000 Penalty: 50478.558594
Iteration 152Q: 16 clusters Score -9.828613e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166782 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49054 members 
Mstep: Class 12 contains 178991 members 
Mstep: Class 14 contains 46354 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68209 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227532 members 
Mstep: Class 24 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286192.000000 Penalty: 50478.558594
Iteration 153Q: 16 clusters Score -9.828619e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166719 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 49021 members 
Mstep: Class 12 contains 179015 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68229 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227577 members 
Mstep: Class 24 contains 19564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286112.000000 Penalty: 50478.558594
Iteration 154Q: 16 clusters Score -9.828611e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166658 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48984 members 
Mstep: Class 12 contains 179055 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68247 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227621 members 
Mstep: Class 24 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286048.000000 Penalty: 50478.558594
Iteration 155Q: 16 clusters Score -9.828605e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166593 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48959 members 
Mstep: Class 12 contains 179079 members 
Mstep: Class 14 contains 46359 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68265 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227668 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286000.000000 Penalty: 50478.558594
Iteration 156Q: 16 clusters Score -9.8286e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166532 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48922 members 
Mstep: Class 12 contains 179117 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68276 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227720 members 
Mstep: Class 24 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285984.000000 Penalty: 50478.558594
Iteration 157Q: 16 clusters Score -9.828598e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166483 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48885 members 
Mstep: Class 12 contains 179152 members 
Mstep: Class 14 contains 46359 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68282 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227765 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286056.000000 Penalty: 50478.558594
Iteration 158Q: 16 clusters Score -9.828606e+07 nChanged 182
Entering ConstructFrom: 
Score: -98286056.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -115855.804688 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -115855.8 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 518 members 
Entering Unmasked Estep 
Score: -113903.375000 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -113903.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114349.156250 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -114349.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -114755.101562 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -114755.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115212.539062 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -115212.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115705.492188 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -115705.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116241.781250 Penalty: 3443.309814
	Iteration 5F: 3 clusters Score -116241.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116776.273438 Penalty: 3443.309814
	Iteration 6F: 3 clusters Score -116776.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116906.593750 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -116906.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116975.304688 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -116975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117050.664062 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -117050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117075.007812 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -117075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117075.007812 Penalty: 3443.309814
	Iteration 11F: 3 clusters Score -117075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 166434 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 12 contains 179186 members 
Mstep: Class 14 contains 46359 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68290 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227790 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
Score: -98285640.000000 Penalty: 53843.792969
Splitting cluster 1 changes total score from -98286056.000000 to -98285640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -47730.136719 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -47730.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46271.414062 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -46271.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46550.972656 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -46550.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46708.500000 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -46708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46845.585938 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -46845.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46970.730469 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -46970.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47112.171875 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -47112.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47176.882812 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -47176.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47237.531250 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -47237.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47319.535156 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -47319.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47392.410156 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -47392.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47484.464844 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -47484.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47527.113281 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -47527.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47555.515625 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -47555.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47562.671875 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -47562.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47568.523438 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -47568.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47581.058594 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -47581.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47593.847656 Penalty: 3057.004150
	Iteration 16Q: 3 clusters Score -47593.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47596.828125 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -47596.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47598.707031 Penalty: 3057.004150
	Iteration 18Q: 3 clusters Score -47598.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47598.707031 Penalty: 3057.004150
	Iteration 19F: 3 clusters Score -47598.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -59592.328125 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -59592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58046.394531 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -58046.39 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58372.183594 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -58372.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58642.214844 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -58642.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59030.199219 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -59030.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59401.968750 Penalty: 3143.065674
	Iteration 4F: 3 clusters Score -59401.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59613.460938 Penalty: 3143.065674
	Iteration 5F: 3 clusters Score -59613.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60110.093750 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -60110.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60263.863281 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -60263.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60295.511719 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -60295.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60315.050781 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -60315.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60346.136719 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -60346.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60358.921875 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -60358.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60371.250000 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -60371.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60381.320312 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -60381.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60388.914062 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -60388.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60393.433594 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -60393.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60400.226562 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -60400.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60400.226562 Penalty: 3143.065674
	Iteration 17F: 3 clusters Score -60400.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 170 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 166434 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 12 contains 179186 members 
Mstep: Class 14 contains 46359 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68290 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227790 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
Score: -98285048.000000 Penalty: 53843.792969
Splitting cluster 3 changes total score from -98286056.000000 to -98285048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (166434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Entering Unmasked Estep 
Score: -21313266.000000 Penalty: 2981.543945
	Iteration 0F: 2 clusters Score -2.131327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -21203004.000000 Penalty: 5963.087891
	Iteration 0F: 3 clusters Score -2.1203e+07 nChanged 79686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -21250080.000000 Penalty: 5963.087891
	Iteration 1F: 3 clusters Score -2.125008e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -21251660.000000 Penalty: 5963.087891
	Iteration 2Q: 3 clusters Score -2.125166e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -21253590.000000 Penalty: 5963.087891
	Iteration 3Q: 3 clusters Score -2.125359e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -21256116.000000 Penalty: 5963.087891
	Iteration 4Q: 3 clusters Score -2.125612e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -21259718.000000 Penalty: 5963.087891
	Iteration 5Q: 3 clusters Score -2.125972e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -21264754.000000 Penalty: 5963.087891
	Iteration 6F: 3 clusters Score -2.126475e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -21270570.000000 Penalty: 5963.087891
	Iteration 7F: 3 clusters Score -2.127057e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -21277200.000000 Penalty: 5963.087891
	Iteration 8F: 3 clusters Score -2.12772e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -21283396.000000 Penalty: 5963.087891
	Iteration 9F: 3 clusters Score -2.12834e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -21288654.000000 Penalty: 5963.087891
	Iteration 10Q: 3 clusters Score -2.128865e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125487 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -21292174.000000 Penalty: 5963.087891
	Iteration 11Q: 3 clusters Score -2.129217e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -21294372.000000 Penalty: 5963.087891
	Iteration 12Q: 3 clusters Score -2.129437e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131114 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -21295944.000000 Penalty: 5963.087891
	Iteration 13Q: 3 clusters Score -2.129594e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133676 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -21296914.000000 Penalty: 5963.087891
	Iteration 14Q: 3 clusters Score -2.129691e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136227 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -21298028.000000 Penalty: 5963.087891
	Iteration 15Q: 3 clusters Score -2.129803e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -21298996.000000 Penalty: 5963.087891
	Iteration 16Q: 3 clusters Score -2.1299e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -21299906.000000 Penalty: 5963.087891
	Iteration 17Q: 3 clusters Score -2.129991e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -21300910.000000 Penalty: 5963.087891
	Iteration 18Q: 3 clusters Score -2.130091e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146095 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -21301958.000000 Penalty: 5963.087891
	Iteration 19Q: 3 clusters Score -2.130196e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -21302844.000000 Penalty: 5963.087891
	Iteration 20F: 3 clusters Score -2.130284e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150783 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -21303998.000000 Penalty: 5963.087891
	Iteration 21Q: 3 clusters Score -2.1304e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153059 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -21305040.000000 Penalty: 5963.087891
	Iteration 22Q: 3 clusters Score -2.130504e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155139 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -21306034.000000 Penalty: 5963.087891
	Iteration 23Q: 3 clusters Score -2.130603e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -21306962.000000 Penalty: 5963.087891
	Iteration 24Q: 3 clusters Score -2.130696e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -21307656.000000 Penalty: 5963.087891
	Iteration 25Q: 3 clusters Score -2.130766e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -21308478.000000 Penalty: 5963.087891
	Iteration 26Q: 3 clusters Score -2.130848e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -21309048.000000 Penalty: 5963.087891
	Iteration 27Q: 3 clusters Score -2.130905e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -21309456.000000 Penalty: 5963.087891
	Iteration 28Q: 3 clusters Score -2.130946e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -21309748.000000 Penalty: 5963.087891
	Iteration 29Q: 3 clusters Score -2.130975e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163585 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -21309970.000000 Penalty: 5963.087891
	Iteration 30Q: 3 clusters Score -2.130997e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164044 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21310192.000000 Penalty: 5963.087891
	Iteration 31Q: 3 clusters Score -2.131019e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21310276.000000 Penalty: 5963.087891
	Iteration 32Q: 3 clusters Score -2.131028e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164621 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -21310352.000000 Penalty: 5963.087891
	Iteration 33Q: 3 clusters Score -2.131035e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164812 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -21310454.000000 Penalty: 5963.087891
	Iteration 34Q: 3 clusters Score -2.131045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164952 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21310502.000000 Penalty: 5963.087891
	Iteration 35Q: 3 clusters Score -2.13105e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165066 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21310512.000000 Penalty: 5963.087891
	Iteration 36Q: 3 clusters Score -2.131051e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21310554.000000 Penalty: 5963.087891
	Iteration 37Q: 3 clusters Score -2.131055e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21310596.000000 Penalty: 5963.087891
	Iteration 38Q: 3 clusters Score -2.13106e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21310606.000000 Penalty: 5963.087891
	Iteration 39Q: 3 clusters Score -2.131061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21310644.000000 Penalty: 5963.087891
	Iteration 40F: 3 clusters Score -2.131064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21310650.000000 Penalty: 5963.087891
	Iteration 41Q: 3 clusters Score -2.131065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165404 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -21310674.000000 Penalty: 5963.087891
	Iteration 42Q: 3 clusters Score -2.131067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21310698.000000 Penalty: 5963.087891
	Iteration 43Q: 3 clusters Score -2.13107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165470 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21310690.000000 Penalty: 5963.087891
	Iteration 44Q: 3 clusters Score -2.131069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21310692.000000 Penalty: 5963.087891
	Iteration 45Q: 3 clusters Score -2.131069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21310694.000000 Penalty: 5963.087891
	Iteration 46Q: 3 clusters Score -2.131069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165502 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21310696.000000 Penalty: 5963.087891
	Iteration 47Q: 3 clusters Score -2.13107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165510 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21310702.000000 Penalty: 5963.087891
	Iteration 48Q: 3 clusters Score -2.13107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21310714.000000 Penalty: 5963.087891
	Iteration 49Q: 3 clusters Score -2.131071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -21310708.000000 Penalty: 5963.087891
	Iteration 50Q: 3 clusters Score -2.131071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21310692.000000 Penalty: 5963.087891
	Iteration 51Q: 3 clusters Score -2.131069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165527 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21310710.000000 Penalty: 5963.087891
	Iteration 52Q: 3 clusters Score -2.131071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165533 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21310706.000000 Penalty: 5963.087891
	Iteration 53Q: 3 clusters Score -2.131071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165539 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -21310722.000000 Penalty: 5963.087891
	Iteration 54Q: 3 clusters Score -2.131072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165537 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -21310708.000000 Penalty: 5963.087891
	Iteration 55Q: 3 clusters Score -2.131071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165540 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21310724.000000 Penalty: 5963.087891
	Iteration 56Q: 3 clusters Score -2.131072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165540 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -21310720.000000 Penalty: 5963.087891
	Iteration 57Q: 3 clusters Score -2.131072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21310722.000000 Penalty: 5963.087891
	Iteration 58Q: 3 clusters Score -2.131072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -21310730.000000 Penalty: 5963.087891
	Iteration 59Q: 3 clusters Score -2.131073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -21310746.000000 Penalty: 5963.087891
	Iteration 60F: 3 clusters Score -2.131075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165554 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -21310738.000000 Penalty: 5963.087891
	Iteration 61Q: 3 clusters Score -2.131074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -21310748.000000 Penalty: 5963.087891
	Iteration 62Q: 3 clusters Score -2.131075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21310754.000000 Penalty: 5963.087891
	Iteration 63Q: 3 clusters Score -2.131075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21310754.000000 Penalty: 5963.087891
	Iteration 64Q: 3 clusters Score -2.131075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21310754.000000 Penalty: 5963.087891
	Iteration 65F: 3 clusters Score -2.131075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -1471882.375000 Penalty: 2332.522217
	Iteration 0F: 2 clusters Score -1471882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1462846.000000 Penalty: 4665.044434
	Iteration 0F: 3 clusters Score -1462846 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1465597.000000 Penalty: 4665.044434
	Iteration 1F: 3 clusters Score -1465597 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1466009.750000 Penalty: 4665.044434
	Iteration 2F: 3 clusters Score -1466010 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1466349.125000 Penalty: 4665.044434
	Iteration 3F: 3 clusters Score -1466349 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1466657.250000 Penalty: 4665.044434
	Iteration 4Q: 3 clusters Score -1466657 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1466972.125000 Penalty: 4665.044434
	Iteration 5Q: 3 clusters Score -1466972 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1467283.500000 Penalty: 4665.044434
	Iteration 6Q: 3 clusters Score -1467284 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1467637.125000 Penalty: 4665.044434
	Iteration 7Q: 3 clusters Score -1467637 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1468052.375000 Penalty: 4665.044434
	Iteration 8Q: 3 clusters Score -1468052 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1468492.375000 Penalty: 4665.044434
	Iteration 9Q: 3 clusters Score -1468492 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1468892.000000 Penalty: 4665.044434
	Iteration 10Q: 3 clusters Score -1468892 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1469212.875000 Penalty: 4665.044434
	Iteration 11Q: 3 clusters Score -1469213 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1469457.875000 Penalty: 4665.044434
	Iteration 12Q: 3 clusters Score -1469458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1469625.625000 Penalty: 4665.044434
	Iteration 13Q: 3 clusters Score -1469626 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1469750.125000 Penalty: 4665.044434
	Iteration 14Q: 3 clusters Score -1469750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1469858.000000 Penalty: 4665.044434
	Iteration 15Q: 3 clusters Score -1469858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1469941.625000 Penalty: 4665.044434
	Iteration 16Q: 3 clusters Score -1469942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1469974.625000 Penalty: 4665.044434
	Iteration 17Q: 3 clusters Score -1469975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1470000.625000 Penalty: 4665.044434
	Iteration 18Q: 3 clusters Score -1470001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1470012.750000 Penalty: 4665.044434
	Iteration 19Q: 3 clusters Score -1470013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1470024.750000 Penalty: 4665.044434
	Iteration 20F: 3 clusters Score -1470025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1470033.000000 Penalty: 4665.044434
	Iteration 21Q: 3 clusters Score -1470033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1470038.750000 Penalty: 4665.044434
	Iteration 22Q: 3 clusters Score -1470039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1470040.500000 Penalty: 4665.044434
	Iteration 23Q: 3 clusters Score -1470040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1470042.000000 Penalty: 4665.044434
	Iteration 24Q: 3 clusters Score -1470042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1470045.500000 Penalty: 4665.044434
	Iteration 25Q: 3 clusters Score -1470046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1470045.500000 Penalty: 4665.044434
	Iteration 26F: 3 clusters Score -1470046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -83931.585938 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -83931.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82230.625000 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -82230.62 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82637.257812 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -82637.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82809.023438 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -82809.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82984.921875 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -82984.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83117.429688 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -83117.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83304.906250 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -83304.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83427.984375 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -83427.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83531.390625 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -83531.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83615.750000 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -83615.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83685.984375 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -83685.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83765.687500 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -83765.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83806.039062 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -83806.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83812.429688 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -83812.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83817.687500 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -83817.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83817.687500 Penalty: 3301.736328
	Iteration 14F: 3 clusters Score -83817.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Entering Unmasked Estep 
Score: -6301468.500000 Penalty: 2677.610596
	Iteration 0F: 2 clusters Score -6301468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6268537.500000 Penalty: 5355.221191
	Iteration 0F: 3 clusters Score -6268538 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -6280863.000000 Penalty: 5355.221191
	Iteration 1F: 3 clusters Score -6280863 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6281375.000000 Penalty: 5355.221191
	Iteration 2Q: 3 clusters Score -6281375 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6281788.500000 Penalty: 5355.221191
	Iteration 3Q: 3 clusters Score -6281788 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6282198.500000 Penalty: 5355.221191
	Iteration 4Q: 3 clusters Score -6282198 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -6282587.500000 Penalty: 5355.221191
	Iteration 5Q: 3 clusters Score -6282588 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -6283054.000000 Penalty: 5355.221191
	Iteration 6Q: 3 clusters Score -6283054 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6283658.500000 Penalty: 5355.221191
	Iteration 7Q: 3 clusters Score -6283658 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6284669.500000 Penalty: 5355.221191
	Iteration 8Q: 3 clusters Score -6284670 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -6286102.000000 Penalty: 5355.221191
	Iteration 9Q: 3 clusters Score -6286102 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -6288170.500000 Penalty: 5355.221191
	Iteration 10F: 3 clusters Score -6288170 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -6290551.500000 Penalty: 5355.221191
	Iteration 11F: 3 clusters Score -6290552 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -6292735.500000 Penalty: 5355.221191
	Iteration 12F: 3 clusters Score -6292736 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -6294242.500000 Penalty: 5355.221191
	Iteration 13Q: 3 clusters Score -6294242 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -6295214.500000 Penalty: 5355.221191
	Iteration 14Q: 3 clusters Score -6295214 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -6295775.500000 Penalty: 5355.221191
	Iteration 15Q: 3 clusters Score -6295776 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -6296166.500000 Penalty: 5355.221191
	Iteration 16Q: 3 clusters Score -6296166 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6296570.000000 Penalty: 5355.221191
	Iteration 17Q: 3 clusters Score -6296570 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6296926.500000 Penalty: 5355.221191
	Iteration 18Q: 3 clusters Score -6296926 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -6297303.000000 Penalty: 5355.221191
	Iteration 19Q: 3 clusters Score -6297303 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -6297630.500000 Penalty: 5355.221191
	Iteration 20F: 3 clusters Score -6297630 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -6297925.000000 Penalty: 5355.221191
	Iteration 21Q: 3 clusters Score -6297925 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -6298208.500000 Penalty: 5355.221191
	Iteration 22Q: 3 clusters Score -6298208 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -6298395.000000 Penalty: 5355.221191
	Iteration 23Q: 3 clusters Score -6298395 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -6298560.000000 Penalty: 5355.221191
	Iteration 24Q: 3 clusters Score -6298560 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -6298698.500000 Penalty: 5355.221191
	Iteration 25Q: 3 clusters Score -6298698 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -6298857.000000 Penalty: 5355.221191
	Iteration 26Q: 3 clusters Score -6298857 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -6298936.000000 Penalty: 5355.221191
	Iteration 27Q: 3 clusters Score -6298936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -6298994.000000 Penalty: 5355.221191
	Iteration 28Q: 3 clusters Score -6298994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -6299038.500000 Penalty: 5355.221191
	Iteration 29Q: 3 clusters Score -6299038 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6299072.000000 Penalty: 5355.221191
	Iteration 30Q: 3 clusters Score -6299072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -6299117.000000 Penalty: 5355.221191
	Iteration 31Q: 3 clusters Score -6299117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6299148.000000 Penalty: 5355.221191
	Iteration 32Q: 3 clusters Score -6299148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6299178.000000 Penalty: 5355.221191
	Iteration 33Q: 3 clusters Score -6299178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6299199.500000 Penalty: 5355.221191
	Iteration 34Q: 3 clusters Score -6299200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -6299227.000000 Penalty: 5355.221191
	Iteration 35Q: 3 clusters Score -6299227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6299232.000000 Penalty: 5355.221191
	Iteration 36Q: 3 clusters Score -6299232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -6299238.000000 Penalty: 5355.221191
	Iteration 37Q: 3 clusters Score -6299238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6299253.500000 Penalty: 5355.221191
	Iteration 38Q: 3 clusters Score -6299254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -6299269.000000 Penalty: 5355.221191
	Iteration 39Q: 3 clusters Score -6299269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -6299269.500000 Penalty: 5355.221191
	Iteration 40F: 3 clusters Score -6299270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6299282.000000 Penalty: 5355.221191
	Iteration 41Q: 3 clusters Score -6299282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6299284.500000 Penalty: 5355.221191
	Iteration 42Q: 3 clusters Score -6299284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -6299288.500000 Penalty: 5355.221191
	Iteration 43Q: 3 clusters Score -6299288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -6299293.000000 Penalty: 5355.221191
	Iteration 44Q: 3 clusters Score -6299293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -6299295.500000 Penalty: 5355.221191
	Iteration 45Q: 3 clusters Score -6299296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6299295.500000 Penalty: 5355.221191
	Iteration 46Q: 3 clusters Score -6299296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -6299297.500000 Penalty: 5355.221191
	Iteration 47Q: 3 clusters Score -6299298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -6299301.500000 Penalty: 5355.221191
	Iteration 48Q: 3 clusters Score -6299302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -6299301.000000 Penalty: 5355.221191
	Iteration 49Q: 3 clusters Score -6299301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6299305.000000 Penalty: 5355.221191
	Iteration 50Q: 3 clusters Score -6299305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6299311.500000 Penalty: 5355.221191
	Iteration 51Q: 3 clusters Score -6299312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -6299310.500000 Penalty: 5355.221191
	Iteration 52Q: 3 clusters Score -6299310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -6299310.500000 Penalty: 5355.221191
	Iteration 53F: 3 clusters Score -6299310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (179186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179186 members 
Entering Unmasked Estep 
Score: -22895658.000000 Penalty: 2999.852539
	Iteration 0F: 2 clusters Score -2.289566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -22780354.000000 Penalty: 5999.705078
	Iteration 0F: 3 clusters Score -2.278035e+07 nChanged 85944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -22830844.000000 Penalty: 5999.705078
	Iteration 1F: 3 clusters Score -2.283084e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -22832604.000000 Penalty: 5999.705078
	Iteration 2Q: 3 clusters Score -2.28326e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -22835308.000000 Penalty: 5999.705078
	Iteration 3Q: 3 clusters Score -2.283531e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -22839164.000000 Penalty: 5999.705078
	Iteration 4Q: 3 clusters Score -2.283916e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100988 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -22845420.000000 Penalty: 5999.705078
	Iteration 5F: 3 clusters Score -2.284542e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -22854552.000000 Penalty: 5999.705078
	Iteration 6F: 3 clusters Score -2.285455e+07 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -22865322.000000 Penalty: 5999.705078
	Iteration 7F: 3 clusters Score -2.286532e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -22874208.000000 Penalty: 5999.705078
	Iteration 8F: 3 clusters Score -2.287421e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -22878936.000000 Penalty: 5999.705078
	Iteration 9F: 3 clusters Score -2.287894e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -22881056.000000 Penalty: 5999.705078
	Iteration 10Q: 3 clusters Score -2.288106e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129508 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -22882006.000000 Penalty: 5999.705078
	Iteration 11Q: 3 clusters Score -2.288201e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -22882914.000000 Penalty: 5999.705078
	Iteration 12Q: 3 clusters Score -2.288291e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -22883836.000000 Penalty: 5999.705078
	Iteration 13Q: 3 clusters Score -2.288384e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138528 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -22884746.000000 Penalty: 5999.705078
	Iteration 14Q: 3 clusters Score -2.288475e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141582 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -22885586.000000 Penalty: 5999.705078
	Iteration 15Q: 3 clusters Score -2.288559e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -22886646.000000 Penalty: 5999.705078
	Iteration 16Q: 3 clusters Score -2.288665e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147286 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -22887528.000000 Penalty: 5999.705078
	Iteration 17Q: 3 clusters Score -2.288753e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -22888426.000000 Penalty: 5999.705078
	Iteration 18Q: 3 clusters Score -2.288843e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -22889400.000000 Penalty: 5999.705078
	Iteration 19Q: 3 clusters Score -2.28894e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -22890112.000000 Penalty: 5999.705078
	Iteration 20F: 3 clusters Score -2.289011e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -22890948.000000 Penalty: 5999.705078
	Iteration 21Q: 3 clusters Score -2.289095e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -22891748.000000 Penalty: 5999.705078
	Iteration 22Q: 3 clusters Score -2.289175e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162354 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -22892594.000000 Penalty: 5999.705078
	Iteration 23Q: 3 clusters Score -2.289259e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -22893058.000000 Penalty: 5999.705078
	Iteration 24Q: 3 clusters Score -2.289306e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -22893436.000000 Penalty: 5999.705078
	Iteration 25Q: 3 clusters Score -2.289344e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167596 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -22893822.000000 Penalty: 5999.705078
	Iteration 26Q: 3 clusters Score -2.289382e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -22894146.000000 Penalty: 5999.705078
	Iteration 27Q: 3 clusters Score -2.289415e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -22894242.000000 Penalty: 5999.705078
	Iteration 28Q: 3 clusters Score -2.289424e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -22894524.000000 Penalty: 5999.705078
	Iteration 29Q: 3 clusters Score -2.289452e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171838 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -22894630.000000 Penalty: 5999.705078
	Iteration 30Q: 3 clusters Score -2.289463e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172573 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -22894734.000000 Penalty: 5999.705078
	Iteration 31Q: 3 clusters Score -2.289473e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -22894788.000000 Penalty: 5999.705078
	Iteration 32Q: 3 clusters Score -2.289479e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -22894860.000000 Penalty: 5999.705078
	Iteration 33Q: 3 clusters Score -2.289486e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174067 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -22894914.000000 Penalty: 5999.705078
	Iteration 34Q: 3 clusters Score -2.289491e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174367 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -22894920.000000 Penalty: 5999.705078
	Iteration 35Q: 3 clusters Score -2.289492e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174629 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -22894902.000000 Penalty: 5999.705078
	Iteration 36Q: 3 clusters Score -2.28949e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174840 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -22894924.000000 Penalty: 5999.705078
	Iteration 37Q: 3 clusters Score -2.289492e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175013 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -22894932.000000 Penalty: 5999.705078
	Iteration 38Q: 3 clusters Score -2.289493e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -22894884.000000 Penalty: 5999.705078
	Iteration 39Q: 3 clusters Score -2.289488e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175294 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -22894850.000000 Penalty: 5999.705078
	Iteration 40F: 3 clusters Score -2.289485e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175406 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -22894854.000000 Penalty: 5999.705078
	Iteration 41Q: 3 clusters Score -2.289485e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175505 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -22894910.000000 Penalty: 5999.705078
	Iteration 42Q: 3 clusters Score -2.289491e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -22894938.000000 Penalty: 5999.705078
	Iteration 43Q: 3 clusters Score -2.289494e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175656 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -22894912.000000 Penalty: 5999.705078
	Iteration 44Q: 3 clusters Score -2.289491e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22894898.000000 Penalty: 5999.705078
	Iteration 45Q: 3 clusters Score -2.28949e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -22894832.000000 Penalty: 5999.705078
	Iteration 46Q: 3 clusters Score -2.289483e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -22894880.000000 Penalty: 5999.705078
	Iteration 47Q: 3 clusters Score -2.289488e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -22894870.000000 Penalty: 5999.705078
	Iteration 48Q: 3 clusters Score -2.289487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22894864.000000 Penalty: 5999.705078
	Iteration 49Q: 3 clusters Score -2.289486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175886 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22894856.000000 Penalty: 5999.705078
	Iteration 50Q: 3 clusters Score -2.289486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -22894852.000000 Penalty: 5999.705078
	Iteration 51Q: 3 clusters Score -2.289485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -22894840.000000 Penalty: 5999.705078
	Iteration 52Q: 3 clusters Score -2.289484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175926 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -22894858.000000 Penalty: 5999.705078
	Iteration 53Q: 3 clusters Score -2.289486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -22894856.000000 Penalty: 5999.705078
	Iteration 54Q: 3 clusters Score -2.289486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22894846.000000 Penalty: 5999.705078
	Iteration 55Q: 3 clusters Score -2.289485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22894848.000000 Penalty: 5999.705078
	Iteration 56Q: 3 clusters Score -2.289485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175959 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -22894848.000000 Penalty: 5999.705078
	Iteration 57Q: 3 clusters Score -2.289485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -22894856.000000 Penalty: 5999.705078
	Iteration 58Q: 3 clusters Score -2.289486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -22894852.000000 Penalty: 5999.705078
	Iteration 59Q: 3 clusters Score -2.289485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175986 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -22894858.000000 Penalty: 5999.705078
	Iteration 60F: 3 clusters Score -2.289486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22894868.000000 Penalty: 5999.705078
	Iteration 61Q: 3 clusters Score -2.289487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22894876.000000 Penalty: 5999.705078
	Iteration 62Q: 3 clusters Score -2.289488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176010 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -22894880.000000 Penalty: 5999.705078
	Iteration 63Q: 3 clusters Score -2.289488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22894876.000000 Penalty: 5999.705078
	Iteration 64Q: 3 clusters Score -2.289488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176032 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -22894906.000000 Penalty: 5999.705078
	Iteration 65Q: 3 clusters Score -2.289491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176039 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -22894904.000000 Penalty: 5999.705078
	Iteration 66Q: 3 clusters Score -2.28949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -22894916.000000 Penalty: 5999.705078
	Iteration 67Q: 3 clusters Score -2.289492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176055 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -22894910.000000 Penalty: 5999.705078
	Iteration 68Q: 3 clusters Score -2.289491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176059 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -22894922.000000 Penalty: 5999.705078
	Iteration 69Q: 3 clusters Score -2.289492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -22894912.000000 Penalty: 5999.705078
	Iteration 70Q: 3 clusters Score -2.289491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176061 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22894912.000000 Penalty: 5999.705078
	Iteration 71Q: 3 clusters Score -2.289491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -22894894.000000 Penalty: 5999.705078
	Iteration 72Q: 3 clusters Score -2.289489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -22894894.000000 Penalty: 5999.705078
	Iteration 73F: 3 clusters Score -2.289489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Entering Unmasked Estep 
Score: -6001155.500000 Penalty: 2664.554443
	Iteration 0F: 2 clusters Score -6001156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5969869.000000 Penalty: 5329.108887
	Iteration 0F: 3 clusters Score -5969869 nChanged 21286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -5981566.000000 Penalty: 5329.108887
	Iteration 1F: 3 clusters Score -5981566 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5982171.500000 Penalty: 5329.108887
	Iteration 2Q: 3 clusters Score -5982172 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5982875.500000 Penalty: 5329.108887
	Iteration 3Q: 3 clusters Score -5982876 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -5983873.500000 Penalty: 5329.108887
	Iteration 4Q: 3 clusters Score -5983874 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -5985477.500000 Penalty: 5329.108887
	Iteration 5F: 3 clusters Score -5985478 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -5988190.000000 Penalty: 5329.108887
	Iteration 6F: 3 clusters Score -5988190 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5992026.000000 Penalty: 5329.108887
	Iteration 7F: 3 clusters Score -5992026 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5995625.000000 Penalty: 5329.108887
	Iteration 8F: 3 clusters Score -5995625 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5997615.500000 Penalty: 5329.108887
	Iteration 9Q: 3 clusters Score -5997616 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5998315.000000 Penalty: 5329.108887
	Iteration 10Q: 3 clusters Score -5998315 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5998541.500000 Penalty: 5329.108887
	Iteration 11Q: 3 clusters Score -5998542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5998659.000000 Penalty: 5329.108887
	Iteration 12Q: 3 clusters Score -5998659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5998704.000000 Penalty: 5329.108887
	Iteration 13Q: 3 clusters Score -5998704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5998732.000000 Penalty: 5329.108887
	Iteration 14Q: 3 clusters Score -5998732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5998744.000000 Penalty: 5329.108887
	Iteration 15Q: 3 clusters Score -5998744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5998752.500000 Penalty: 5329.108887
	Iteration 16Q: 3 clusters Score -5998752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5998752.000000 Penalty: 5329.108887
	Iteration 17Q: 3 clusters Score -5998752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5998754.000000 Penalty: 5329.108887
	Iteration 18Q: 3 clusters Score -5998754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5998754.000000 Penalty: 5329.108887
	Iteration 19F: 3 clusters Score -5998754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -451806.093750 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -451806.1 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 1811 members 
Entering Unmasked Estep 
Score: -448159.218750 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -448159.2 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -449106.031250 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -449106 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -449400.218750 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -449400.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -449568.531250 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -449568.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -449687.500000 Penalty: 4065.432617
	Iteration 4Q: 3 clusters Score -449687.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -449784.531250 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -449784.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -449877.562500 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -449877.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -449969.312500 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -449969.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -450038.593750 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -450038.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -450093.250000 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -450093.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -450141.218750 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -450141.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -450181.625000 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -450181.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -450232.500000 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -450232.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -450278.531250 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -450278.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -450312.843750 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -450312.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -450339.531250 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -450339.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -450363.406250 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -450363.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -450385.437500 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -450385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -450398.187500 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -450398.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -450407.093750 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -450407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -450420.531250 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -450420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -450433.531250 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -450433.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -450448.875000 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -450448.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -450463.468750 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -450463.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -450477.750000 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -450477.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -450494.781250 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -450494.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -450518.687500 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -450518.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450551.250000 Penalty: 4065.432617
	Iteration 27Q: 3 clusters Score -450551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -450581.000000 Penalty: 4065.432617
	Iteration 28Q: 3 clusters Score -450581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -450605.218750 Penalty: 4065.432617
	Iteration 29Q: 3 clusters Score -450605.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -450629.812500 Penalty: 4065.432617
	Iteration 30Q: 3 clusters Score -450629.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -450645.281250 Penalty: 4065.432617
	Iteration 31Q: 3 clusters Score -450645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -450650.968750 Penalty: 4065.432617
	Iteration 32Q: 3 clusters Score -450651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -450651.562500 Penalty: 4065.432617
	Iteration 33Q: 3 clusters Score -450651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -450651.750000 Penalty: 4065.432617
	Iteration 34Q: 3 clusters Score -450651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -450651.750000 Penalty: 4065.432617
	Iteration 35F: 3 clusters Score -450651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -769059.937500 Penalty: 2168.395752
	Iteration 0F: 2 clusters Score -769059.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -763736.875000 Penalty: 4336.791504
	Iteration 0F: 3 clusters Score -763736.9 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -765105.062500 Penalty: 4336.791504
	Iteration 1F: 3 clusters Score -765105.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -765435.125000 Penalty: 4336.791504
	Iteration 2F: 3 clusters Score -765435.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -765750.500000 Penalty: 4336.791504
	Iteration 3F: 3 clusters Score -765750.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -766041.625000 Penalty: 4336.791504
	Iteration 4F: 3 clusters Score -766041.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -766296.375000 Penalty: 4336.791504
	Iteration 5F: 3 clusters Score -766296.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -766505.500000 Penalty: 4336.791504
	Iteration 6F: 3 clusters Score -766505.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -766696.125000 Penalty: 4336.791504
	Iteration 7Q: 3 clusters Score -766696.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -766867.250000 Penalty: 4336.791504
	Iteration 8Q: 3 clusters Score -766867.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -767021.312500 Penalty: 4336.791504
	Iteration 9Q: 3 clusters Score -767021.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -767169.750000 Penalty: 4336.791504
	Iteration 10Q: 3 clusters Score -767169.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -767272.312500 Penalty: 4336.791504
	Iteration 11Q: 3 clusters Score -767272.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -767348.437500 Penalty: 4336.791504
	Iteration 12Q: 3 clusters Score -767348.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -767415.687500 Penalty: 4336.791504
	Iteration 13Q: 3 clusters Score -767415.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -767470.375000 Penalty: 4336.791504
	Iteration 14Q: 3 clusters Score -767470.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -767511.312500 Penalty: 4336.791504
	Iteration 15Q: 3 clusters Score -767511.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -767539.062500 Penalty: 4336.791504
	Iteration 16Q: 3 clusters Score -767539.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -767561.375000 Penalty: 4336.791504
	Iteration 17Q: 3 clusters Score -767561.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -767578.687500 Penalty: 4336.791504
	Iteration 18Q: 3 clusters Score -767578.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -767588.312500 Penalty: 4336.791504
	Iteration 19Q: 3 clusters Score -767588.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -767598.937500 Penalty: 4336.791504
	Iteration 20F: 3 clusters Score -767598.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -767608.125000 Penalty: 4336.791504
	Iteration 21Q: 3 clusters Score -767608.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -767618.312500 Penalty: 4336.791504
	Iteration 22Q: 3 clusters Score -767618.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -767634.562500 Penalty: 4336.791504
	Iteration 23Q: 3 clusters Score -767634.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -767650.062500 Penalty: 4336.791504
	Iteration 24Q: 3 clusters Score -767650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -767668.750000 Penalty: 4336.791504
	Iteration 25Q: 3 clusters Score -767668.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -767683.000000 Penalty: 4336.791504
	Iteration 26Q: 3 clusters Score -767683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -767697.687500 Penalty: 4336.791504
	Iteration 27Q: 3 clusters Score -767697.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -767710.500000 Penalty: 4336.791504
	Iteration 28Q: 3 clusters Score -767710.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -767720.375000 Penalty: 4336.791504
	Iteration 29Q: 3 clusters Score -767720.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -767727.812500 Penalty: 4336.791504
	Iteration 30Q: 3 clusters Score -767727.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -767731.250000 Penalty: 4336.791504
	Iteration 31Q: 3 clusters Score -767731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -767736.250000 Penalty: 4336.791504
	Iteration 32Q: 3 clusters Score -767736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -767737.687500 Penalty: 4336.791504
	Iteration 33Q: 3 clusters Score -767737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -767740.062500 Penalty: 4336.791504
	Iteration 34Q: 3 clusters Score -767740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -767740.687500 Penalty: 4336.791504
	Iteration 35Q: 3 clusters Score -767740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -767745.375000 Penalty: 4336.791504
	Iteration 36Q: 3 clusters Score -767745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -767752.687500 Penalty: 4336.791504
	Iteration 37Q: 3 clusters Score -767752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -767758.500000 Penalty: 4336.791504
	Iteration 38Q: 3 clusters Score -767758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -767763.375000 Penalty: 4336.791504
	Iteration 39Q: 3 clusters Score -767763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767766.437500 Penalty: 4336.791504
	Iteration 40F: 3 clusters Score -767766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -767768.250000 Penalty: 4336.791504
	Iteration 41Q: 3 clusters Score -767768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -767773.750000 Penalty: 4336.791504
	Iteration 42Q: 3 clusters Score -767773.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -767778.500000 Penalty: 4336.791504
	Iteration 43Q: 3 clusters Score -767778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -767780.125000 Penalty: 4336.791504
	Iteration 44Q: 3 clusters Score -767780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -767780.937500 Penalty: 4336.791504
	Iteration 45Q: 3 clusters Score -767780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -767780.937500 Penalty: 4336.791504
	Iteration 46F: 3 clusters Score -767780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Entering Unmasked Estep 
Score: -8536550.000000 Penalty: 2760.616455
	Iteration 0F: 2 clusters Score -8536550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8490812.000000 Penalty: 5521.232910
	Iteration 0F: 3 clusters Score -8490812 nChanged 31897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -8508543.000000 Penalty: 5521.232910
	Iteration 1F: 3 clusters Score -8508543 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -8509011.000000 Penalty: 5521.232910
	Iteration 2Q: 3 clusters Score -8509011 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -8509511.000000 Penalty: 5521.232910
	Iteration 3Q: 3 clusters Score -8509511 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -8510203.000000 Penalty: 5521.232910
	Iteration 4Q: 3 clusters Score -8510203 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -8510913.000000 Penalty: 5521.232910
	Iteration 5Q: 3 clusters Score -8510913 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8512180.000000 Penalty: 5521.232910
	Iteration 6Q: 3 clusters Score -8512180 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8514110.000000 Penalty: 5521.232910
	Iteration 7Q: 3 clusters Score -8514110 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -8517055.000000 Penalty: 5521.232910
	Iteration 8F: 3 clusters Score -8517055 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -8521171.000000 Penalty: 5521.232910
	Iteration 9F: 3 clusters Score -8521171 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -8525947.000000 Penalty: 5521.232910
	Iteration 10F: 3 clusters Score -8525947 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -8529664.000000 Penalty: 5521.232910
	Iteration 11F: 3 clusters Score -8529664 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8531930.000000 Penalty: 5521.232910
	Iteration 12Q: 3 clusters Score -8531930 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -8533042.000000 Penalty: 5521.232910
	Iteration 13Q: 3 clusters Score -8533042 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8533534.000000 Penalty: 5521.232910
	Iteration 14Q: 3 clusters Score -8533534 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -8533788.000000 Penalty: 5521.232910
	Iteration 15Q: 3 clusters Score -8533788 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -8533929.000000 Penalty: 5521.232910
	Iteration 16Q: 3 clusters Score -8533929 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -8534025.000000 Penalty: 5521.232910
	Iteration 17Q: 3 clusters Score -8534025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -8534090.000000 Penalty: 5521.232910
	Iteration 18Q: 3 clusters Score -8534090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -8534130.000000 Penalty: 5521.232910
	Iteration 19Q: 3 clusters Score -8534130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -8534157.000000 Penalty: 5521.232910
	Iteration 20F: 3 clusters Score -8534157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -8534194.000000 Penalty: 5521.232910
	Iteration 21Q: 3 clusters Score -8534194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8534209.000000 Penalty: 5521.232910
	Iteration 22Q: 3 clusters Score -8534209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -8534220.000000 Penalty: 5521.232910
	Iteration 23Q: 3 clusters Score -8534220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -8534220.000000 Penalty: 5521.232910
	Iteration 24Q: 3 clusters Score -8534220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -8534220.000000 Penalty: 5521.232910
	Iteration 25Q: 3 clusters Score -8534220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -8534223.000000 Penalty: 5521.232910
	Iteration 26Q: 3 clusters Score -8534223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -8534229.000000 Penalty: 5521.232910
	Iteration 27Q: 3 clusters Score -8534229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -8534237.000000 Penalty: 5521.232910
	Iteration 28Q: 3 clusters Score -8534237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -8534233.000000 Penalty: 5521.232910
	Iteration 29Q: 3 clusters Score -8534233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -8534245.000000 Penalty: 5521.232910
	Iteration 30Q: 3 clusters Score -8534245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -8534240.000000 Penalty: 5521.232910
	Iteration 31Q: 3 clusters Score -8534240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -8534242.000000 Penalty: 5521.232910
	Iteration 32Q: 3 clusters Score -8534242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -8534241.000000 Penalty: 5521.232910
	Iteration 33Q: 3 clusters Score -8534241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67765 members 
Entering Unmasked Estep 
Score: -8534239.000000 Penalty: 5521.232910
	Iteration 34Q: 3 clusters Score -8534239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -8534238.000000 Penalty: 5521.232910
	Iteration 35Q: 3 clusters Score -8534238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -8534237.000000 Penalty: 5521.232910
	Iteration 36Q: 3 clusters Score -8534237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -8534237.000000 Penalty: 5521.232910
	Iteration 37Q: 3 clusters Score -8534237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -8534238.000000 Penalty: 5521.232910
	Iteration 38Q: 3 clusters Score -8534238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -8534244.000000 Penalty: 5521.232910
	Iteration 39Q: 3 clusters Score -8534244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -8534244.000000 Penalty: 5521.232910
	Iteration 40F: 3 clusters Score -8534244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -54871.144531 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -54871.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53454.945312 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -53454.95 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53690.140625 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -53690.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53906.847656 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -53906.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54074.437500 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -54074.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54161.789062 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -54161.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54209.792969 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -54209.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54257.718750 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -54257.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54288.812500 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -54288.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54315.207031 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -54315.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54330.640625 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -54330.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54345.628906 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -54345.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54365.535156 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -54365.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54373.949219 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -54373.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54382.847656 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -54382.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54429.207031 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -54429.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54457.066406 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -54457.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54467.714844 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -54467.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54477.300781 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -54477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54482.175781 Penalty: 3102.852051
	Iteration 18F: 3 clusters Score -54482.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54493.675781 Penalty: 3102.852051
	Iteration 19Q: 3 clusters Score -54493.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54505.394531 Penalty: 3102.852051
	Iteration 20F: 3 clusters Score -54505.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54509.429688 Penalty: 3102.852051
	Iteration 21Q: 3 clusters Score -54509.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54509.429688 Penalty: 3102.852051
	Iteration 22F: 3 clusters Score -54509.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (227790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227790 members 
Entering Unmasked Estep 
Score: -29105118.000000 Penalty: 3059.372559
	Iteration 0F: 2 clusters Score -2.910512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 114086 members 
Entering Unmasked Estep 
Score: -28964670.000000 Penalty: 6118.745117
	Iteration 0F: 3 clusters Score -2.896467e+07 nChanged 109467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -29028846.000000 Penalty: 6118.745117
	Iteration 1F: 3 clusters Score -2.902885e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -29030558.000000 Penalty: 6118.745117
	Iteration 2Q: 3 clusters Score -2.903056e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 128497 members 
Entering Unmasked Estep 
Score: -29032328.000000 Penalty: 6118.745117
	Iteration 3Q: 3 clusters Score -2.903233e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -29036014.000000 Penalty: 6118.745117
	Iteration 4Q: 3 clusters Score -2.903601e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -29042714.000000 Penalty: 6118.745117
	Iteration 5F: 3 clusters Score -2.904271e+07 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -29054134.000000 Penalty: 6118.745117
	Iteration 6F: 3 clusters Score -2.905413e+07 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 182768 members 
Entering Unmasked Estep 
Score: -29069210.000000 Penalty: 6118.745117
	Iteration 7F: 3 clusters Score -2.906921e+07 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 201093 members 
Entering Unmasked Estep 
Score: -29083466.000000 Penalty: 6118.745117
	Iteration 8F: 3 clusters Score -2.908347e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -29093446.000000 Penalty: 6118.745117
	Iteration 9F: 3 clusters Score -2.909345e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 222700 members 
Entering Unmasked Estep 
Score: -29098924.000000 Penalty: 6118.745117
	Iteration 10Q: 3 clusters Score -2.909892e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 226123 members 
Entering Unmasked Estep 
Score: -29101360.000000 Penalty: 6118.745117
	Iteration 11Q: 3 clusters Score -2.910136e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 227152 members 
Entering Unmasked Estep 
Score: -29102058.000000 Penalty: 6118.745117
	Iteration 12Q: 3 clusters Score -2.910206e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 227402 members 
Entering Unmasked Estep 
Score: -29102142.000000 Penalty: 6118.745117
	Iteration 13Q: 3 clusters Score -2.910214e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 227480 members 
Entering Unmasked Estep 
Score: -29102212.000000 Penalty: 6118.745117
	Iteration 14Q: 3 clusters Score -2.910221e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227508 members 
Entering Unmasked Estep 
Score: -29102252.000000 Penalty: 6118.745117
	Iteration 15Q: 3 clusters Score -2.910225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227529 members 
Entering Unmasked Estep 
Score: -29102290.000000 Penalty: 6118.745117
	Iteration 16Q: 3 clusters Score -2.910229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 227538 members 
Entering Unmasked Estep 
Score: -29102292.000000 Penalty: 6118.745117
	Iteration 17Q: 3 clusters Score -2.910229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 227538 members 
Entering Unmasked Estep 
Score: -29102312.000000 Penalty: 6118.745117
	Iteration 18Q: 3 clusters Score -2.910231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 227543 members 
Entering Unmasked Estep 
Score: -29102356.000000 Penalty: 6118.745117
	Iteration 19Q: 3 clusters Score -2.910236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227548 members 
Entering Unmasked Estep 
Score: -29102372.000000 Penalty: 6118.745117
	Iteration 20F: 3 clusters Score -2.910237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 227551 members 
Entering Unmasked Estep 
Score: -29102394.000000 Penalty: 6118.745117
	Iteration 21Q: 3 clusters Score -2.910239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227554 members 
Entering Unmasked Estep 
Score: -29102396.000000 Penalty: 6118.745117
	Iteration 22Q: 3 clusters Score -2.91024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 227554 members 
Entering Unmasked Estep 
Score: -29102402.000000 Penalty: 6118.745117
	Iteration 23Q: 3 clusters Score -2.91024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227555 members 
Entering Unmasked Estep 
Score: -29102406.000000 Penalty: 6118.745117
	Iteration 24Q: 3 clusters Score -2.910241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227555 members 
Entering Unmasked Estep 
Score: -29102406.000000 Penalty: 6118.745117
	Iteration 25F: 3 clusters Score -2.910241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Entering Unmasked Estep 
Score: -2535870.750000 Penalty: 2450.560791
	Iteration 0F: 2 clusters Score -2535871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2522024.500000 Penalty: 4901.121582
	Iteration 0F: 3 clusters Score -2522024 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2526497.500000 Penalty: 4901.121582
	Iteration 1F: 3 clusters Score -2526498 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2526898.500000 Penalty: 4901.121582
	Iteration 2F: 3 clusters Score -2526898 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2527255.250000 Penalty: 4901.121582
	Iteration 3Q: 3 clusters Score -2527255 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2527616.250000 Penalty: 4901.121582
	Iteration 4Q: 3 clusters Score -2527616 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2527965.500000 Penalty: 4901.121582
	Iteration 5Q: 3 clusters Score -2527966 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2528380.500000 Penalty: 4901.121582
	Iteration 6Q: 3 clusters Score -2528380 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2528903.500000 Penalty: 4901.121582
	Iteration 7Q: 3 clusters Score -2528904 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2529560.000000 Penalty: 4901.121582
	Iteration 8F: 3 clusters Score -2529560 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2530399.000000 Penalty: 4901.121582
	Iteration 9F: 3 clusters Score -2530399 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2531366.250000 Penalty: 4901.121582
	Iteration 10F: 3 clusters Score -2531366 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2532166.500000 Penalty: 4901.121582
	Iteration 11F: 3 clusters Score -2532166 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2532603.000000 Penalty: 4901.121582
	Iteration 12Q: 3 clusters Score -2532603 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2532800.000000 Penalty: 4901.121582
	Iteration 13Q: 3 clusters Score -2532800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2532886.750000 Penalty: 4901.121582
	Iteration 14Q: 3 clusters Score -2532887 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2532955.000000 Penalty: 4901.121582
	Iteration 15Q: 3 clusters Score -2532955 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2532995.250000 Penalty: 4901.121582
	Iteration 16Q: 3 clusters Score -2532995 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2533029.250000 Penalty: 4901.121582
	Iteration 17Q: 3 clusters Score -2533029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2533059.000000 Penalty: 4901.121582
	Iteration 18Q: 3 clusters Score -2533059 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2533090.000000 Penalty: 4901.121582
	Iteration 19Q: 3 clusters Score -2533090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2533118.750000 Penalty: 4901.121582
	Iteration 20F: 3 clusters Score -2533119 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2533152.500000 Penalty: 4901.121582
	Iteration 21Q: 3 clusters Score -2533152 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2533197.000000 Penalty: 4901.121582
	Iteration 22Q: 3 clusters Score -2533197 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2533226.250000 Penalty: 4901.121582
	Iteration 23Q: 3 clusters Score -2533226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2533249.500000 Penalty: 4901.121582
	Iteration 24Q: 3 clusters Score -2533250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2533286.000000 Penalty: 4901.121582
	Iteration 25Q: 3 clusters Score -2533286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2533332.750000 Penalty: 4901.121582
	Iteration 26Q: 3 clusters Score -2533333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2533366.250000 Penalty: 4901.121582
	Iteration 27Q: 3 clusters Score -2533366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2533397.750000 Penalty: 4901.121582
	Iteration 28Q: 3 clusters Score -2533398 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2533421.750000 Penalty: 4901.121582
	Iteration 29Q: 3 clusters Score -2533422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2533447.000000 Penalty: 4901.121582
	Iteration 30Q: 3 clusters Score -2533447 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2533467.000000 Penalty: 4901.121582
	Iteration 31Q: 3 clusters Score -2533467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2533484.500000 Penalty: 4901.121582
	Iteration 32Q: 3 clusters Score -2533484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2533500.750000 Penalty: 4901.121582
	Iteration 33Q: 3 clusters Score -2533501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2533514.000000 Penalty: 4901.121582
	Iteration 34Q: 3 clusters Score -2533514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2533522.500000 Penalty: 4901.121582
	Iteration 35Q: 3 clusters Score -2533522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2533532.000000 Penalty: 4901.121582
	Iteration 36Q: 3 clusters Score -2533532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2533542.500000 Penalty: 4901.121582
	Iteration 37Q: 3 clusters Score -2533542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2533560.750000 Penalty: 4901.121582
	Iteration 38Q: 3 clusters Score -2533561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2533571.500000 Penalty: 4901.121582
	Iteration 39Q: 3 clusters Score -2533572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2533574.250000 Penalty: 4901.121582
	Iteration 40F: 3 clusters Score -2533574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2533587.500000 Penalty: 4901.121582
	Iteration 41Q: 3 clusters Score -2533588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2533606.750000 Penalty: 4901.121582
	Iteration 42Q: 3 clusters Score -2533607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2533617.750000 Penalty: 4901.121582
	Iteration 43Q: 3 clusters Score -2533618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2533630.500000 Penalty: 4901.121582
	Iteration 44Q: 3 clusters Score -2533630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2533637.500000 Penalty: 4901.121582
	Iteration 45Q: 3 clusters Score -2533638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2533645.500000 Penalty: 4901.121582
	Iteration 46Q: 3 clusters Score -2533646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2533648.250000 Penalty: 4901.121582
	Iteration 47Q: 3 clusters Score -2533648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2533645.750000 Penalty: 4901.121582
	Iteration 48Q: 3 clusters Score -2533646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2533652.500000 Penalty: 4901.121582
	Iteration 49Q: 3 clusters Score -2533652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2533660.000000 Penalty: 4901.121582
	Iteration 50Q: 3 clusters Score -2533660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2533668.250000 Penalty: 4901.121582
	Iteration 51Q: 3 clusters Score -2533668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2533668.500000 Penalty: 4901.121582
	Iteration 52Q: 3 clusters Score -2533668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2533667.000000 Penalty: 4901.121582
	Iteration 53Q: 3 clusters Score -2533667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2533670.500000 Penalty: 4901.121582
	Iteration 54Q: 3 clusters Score -2533670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2533669.250000 Penalty: 4901.121582
	Iteration 55Q: 3 clusters Score -2533669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2533677.250000 Penalty: 4901.121582
	Iteration 56Q: 3 clusters Score -2533677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2533682.250000 Penalty: 4901.121582
	Iteration 57Q: 3 clusters Score -2533682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2533689.000000 Penalty: 4901.121582
	Iteration 58Q: 3 clusters Score -2533689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2533695.250000 Penalty: 4901.121582
	Iteration 59Q: 3 clusters Score -2533695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2533697.750000 Penalty: 4901.121582
	Iteration 60F: 3 clusters Score -2533698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2533705.500000 Penalty: 4901.121582
	Iteration 61Q: 3 clusters Score -2533706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2533702.000000 Penalty: 4901.121582
	Iteration 62Q: 3 clusters Score -2533702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2533708.250000 Penalty: 4901.121582
	Iteration 63Q: 3 clusters Score -2533708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2533726.000000 Penalty: 4901.121582
	Iteration 64Q: 3 clusters Score -2533726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2533727.000000 Penalty: 4901.121582
	Iteration 65Q: 3 clusters Score -2533727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2533740.000000 Penalty: 4901.121582
	Iteration 66Q: 3 clusters Score -2533740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2533748.000000 Penalty: 4901.121582
	Iteration 67Q: 3 clusters Score -2533748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2533753.000000 Penalty: 4901.121582
	Iteration 68Q: 3 clusters Score -2533753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2533757.000000 Penalty: 4901.121582
	Iteration 69Q: 3 clusters Score -2533757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2533757.500000 Penalty: 4901.121582
	Iteration 70Q: 3 clusters Score -2533758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2533767.000000 Penalty: 4901.121582
	Iteration 71Q: 3 clusters Score -2533767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2533780.000000 Penalty: 4901.121582
	Iteration 72Q: 3 clusters Score -2533780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2533779.750000 Penalty: 4901.121582
	Iteration 73Q: 3 clusters Score -2533780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2533794.000000 Penalty: 4901.121582
	Iteration 74Q: 3 clusters Score -2533794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2533794.500000 Penalty: 4901.121582
	Iteration 75Q: 3 clusters Score -2533794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2533798.500000 Penalty: 4901.121582
	Iteration 76Q: 3 clusters Score -2533798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2533806.250000 Penalty: 4901.121582
	Iteration 77Q: 3 clusters Score -2533806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2533807.750000 Penalty: 4901.121582
	Iteration 78Q: 3 clusters Score -2533808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2533813.000000 Penalty: 4901.121582
	Iteration 79Q: 3 clusters Score -2533813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2533810.500000 Penalty: 4901.121582
	Iteration 80F: 3 clusters Score -2533810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2533817.000000 Penalty: 4901.121582
	Iteration 81Q: 3 clusters Score -2533817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2533816.750000 Penalty: 4901.121582
	Iteration 82Q: 3 clusters Score -2533817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2533821.250000 Penalty: 4901.121582
	Iteration 83Q: 3 clusters Score -2533821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2533820.000000 Penalty: 4901.121582
	Iteration 84Q: 3 clusters Score -2533820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2533822.500000 Penalty: 4901.121582
	Iteration 85Q: 3 clusters Score -2533822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2533829.250000 Penalty: 4901.121582
	Iteration 86Q: 3 clusters Score -2533829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2533828.250000 Penalty: 4901.121582
	Iteration 87Q: 3 clusters Score -2533828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2533832.250000 Penalty: 4901.121582
	Iteration 88Q: 3 clusters Score -2533832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2533832.250000 Penalty: 4901.121582
	Iteration 89Q: 3 clusters Score -2533832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2533837.500000 Penalty: 4901.121582
	Iteration 90Q: 3 clusters Score -2533838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2533843.250000 Penalty: 4901.121582
	Iteration 91Q: 3 clusters Score -2533843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2533841.250000 Penalty: 4901.121582
	Iteration 92Q: 3 clusters Score -2533841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2533840.750000 Penalty: 4901.121582
	Iteration 93Q: 3 clusters Score -2533841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2533839.750000 Penalty: 4901.121582
	Iteration 94Q: 3 clusters Score -2533840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2533843.750000 Penalty: 4901.121582
	Iteration 95Q: 3 clusters Score -2533844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2533845.000000 Penalty: 4901.121582
	Iteration 96Q: 3 clusters Score -2533845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2533845.500000 Penalty: 4901.121582
	Iteration 97Q: 3 clusters Score -2533846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2533845.250000 Penalty: 4901.121582
	Iteration 98Q: 3 clusters Score -2533845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2533845.000000 Penalty: 4901.121582
	Iteration 99Q: 3 clusters Score -2533845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2533846.500000 Penalty: 4901.121582
	Iteration 100F: 3 clusters Score -2533846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2533852.250000 Penalty: 4901.121582
	Iteration 101Q: 3 clusters Score -2533852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2533851.000000 Penalty: 4901.121582
	Iteration 102Q: 3 clusters Score -2533851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2533851.000000 Penalty: 4901.121582
	Iteration 103Q: 3 clusters Score -2533851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2533850.500000 Penalty: 4901.121582
	Iteration 104Q: 3 clusters Score -2533850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2533849.500000 Penalty: 4901.121582
	Iteration 105Q: 3 clusters Score -2533850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2533848.250000 Penalty: 4901.121582
	Iteration 106Q: 3 clusters Score -2533848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2533847.500000 Penalty: 4901.121582
	Iteration 107Q: 3 clusters Score -2533848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2533849.000000 Penalty: 4901.121582
	Iteration 108Q: 3 clusters Score -2533849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2533850.500000 Penalty: 4901.121582
	Iteration 109Q: 3 clusters Score -2533850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2533850.500000 Penalty: 4901.121582
	Iteration 110F: 3 clusters Score -2533850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166434 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48865 members 
Mstep: Class 12 contains 179186 members 
Mstep: Class 14 contains 46359 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68290 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227790 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286024.000000 Penalty: 50478.558594
Iteration 159Q: 16 clusters Score -9.828602e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166383 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48851 members 
Mstep: Class 12 contains 179213 members 
Mstep: Class 14 contains 46367 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68294 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227816 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285968.000000 Penalty: 50478.558594
Iteration 160F: 16 clusters Score -9.828597e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166354 members 
Mstep: Class 6 contains 12152 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48837 members 
Mstep: Class 12 contains 179235 members 
Mstep: Class 14 contains 46371 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68303 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227823 members 
Mstep: Class 24 contains 19563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285928.000000 Penalty: 50478.558594
Iteration 161Q: 16 clusters Score -9.828593e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166333 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48822 members 
Mstep: Class 12 contains 179257 members 
Mstep: Class 14 contains 46371 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68308 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227830 members 
Mstep: Class 24 contains 19563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285920.000000 Penalty: 50478.558594
Iteration 162Q: 16 clusters Score -9.828592e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166306 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48806 members 
Mstep: Class 12 contains 179282 members 
Mstep: Class 14 contains 46369 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68317 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227843 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286032.000000 Penalty: 50478.558594
Iteration 163Q: 16 clusters Score -9.828603e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166300 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48795 members 
Mstep: Class 12 contains 179290 members 
Mstep: Class 14 contains 46365 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68328 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227848 members 
Mstep: Class 24 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286088.000000 Penalty: 50478.558594
Iteration 164Q: 16 clusters Score -9.828609e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166291 members 
Mstep: Class 6 contains 12152 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48783 members 
Mstep: Class 12 contains 179290 members 
Mstep: Class 14 contains 46364 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68342 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227859 members 
Mstep: Class 24 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286056.000000 Penalty: 50478.558594
Iteration 165Q: 16 clusters Score -9.828606e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166270 members 
Mstep: Class 6 contains 12153 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48775 members 
Mstep: Class 12 contains 179295 members 
Mstep: Class 14 contains 46363 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68360 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 21 contains 227866 members 
Mstep: Class 24 contains 19556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286112.000000 Penalty: 50478.558594
Iteration 166Q: 16 clusters Score -9.828611e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166261 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48761 members 
Mstep: Class 12 contains 179290 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68372 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227881 members 
Mstep: Class 24 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286184.000000 Penalty: 50478.558594
Iteration 167Q: 16 clusters Score -9.828618e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166246 members 
Mstep: Class 6 contains 12155 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48753 members 
Mstep: Class 12 contains 179292 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68381 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227889 members 
Mstep: Class 24 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286184.000000 Penalty: 50478.558594
Iteration 168Q: 16 clusters Score -9.828618e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166228 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48736 members 
Mstep: Class 12 contains 179297 members 
Mstep: Class 14 contains 46364 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68389 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227903 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286176.000000 Penalty: 50478.558594
Iteration 169Q: 16 clusters Score -9.828618e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166207 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 12 contains 179305 members 
Mstep: Class 14 contains 46367 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68404 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227908 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286208.000000 Penalty: 50478.558594
Iteration 170Q: 16 clusters Score -9.828621e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166195 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48720 members 
Mstep: Class 12 contains 179311 members 
Mstep: Class 14 contains 46368 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68417 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227907 members 
Mstep: Class 24 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286136.000000 Penalty: 50478.558594
Iteration 171Q: 16 clusters Score -9.828614e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166183 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48714 members 
Mstep: Class 12 contains 179326 members 
Mstep: Class 14 contains 46366 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68432 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227899 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286120.000000 Penalty: 50478.558594
Iteration 172Q: 16 clusters Score -9.828612e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166169 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48704 members 
Mstep: Class 12 contains 179342 members 
Mstep: Class 14 contains 46364 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68449 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227893 members 
Mstep: Class 24 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286040.000000 Penalty: 50478.558594
Iteration 173Q: 16 clusters Score -9.828604e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166156 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48693 members 
Mstep: Class 12 contains 179356 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68468 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227885 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286120.000000 Penalty: 50478.558594
Iteration 174Q: 16 clusters Score -9.828612e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166143 members 
Mstep: Class 6 contains 12159 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48680 members 
Mstep: Class 12 contains 179372 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68481 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227881 members 
Mstep: Class 24 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286152.000000 Penalty: 50478.558594
Iteration 175Q: 16 clusters Score -9.828615e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166140 members 
Mstep: Class 6 contains 12158 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48670 members 
Mstep: Class 12 contains 179382 members 
Mstep: Class 14 contains 46362 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68492 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227874 members 
Mstep: Class 24 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286112.000000 Penalty: 50478.558594
Iteration 176Q: 16 clusters Score -9.828611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166132 members 
Mstep: Class 6 contains 12157 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48658 members 
Mstep: Class 12 contains 179394 members 
Mstep: Class 14 contains 46361 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68501 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227875 members 
Mstep: Class 24 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286152.000000 Penalty: 50478.558594
Iteration 177Q: 16 clusters Score -9.828615e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166119 members 
Mstep: Class 6 contains 12160 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48647 members 
Mstep: Class 12 contains 179415 members 
Mstep: Class 14 contains 46360 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68514 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227862 members 
Mstep: Class 24 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286104.000000 Penalty: 50478.558594
Iteration 178Q: 16 clusters Score -9.82861e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166108 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48638 members 
Mstep: Class 12 contains 179426 members 
Mstep: Class 14 contains 46360 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68529 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227852 members 
Mstep: Class 24 contains 19561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286192.000000 Penalty: 50478.558594
Iteration 179Q: 16 clusters Score -9.828619e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166097 members 
Mstep: Class 6 contains 12161 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48631 members 
Mstep: Class 12 contains 179442 members 
Mstep: Class 14 contains 46360 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68541 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227845 members 
Mstep: Class 24 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286184.000000 Penalty: 50478.558594
Iteration 180F: 16 clusters Score -9.828618e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166097 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48618 members 
Mstep: Class 12 contains 179464 members 
Mstep: Class 14 contains 46357 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68545 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227835 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286152.000000 Penalty: 50478.558594
Iteration 181Q: 16 clusters Score -9.828615e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166088 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48608 members 
Mstep: Class 12 contains 179492 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68551 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227822 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286128.000000 Penalty: 50478.558594
Iteration 182Q: 16 clusters Score -9.828613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166085 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48600 members 
Mstep: Class 12 contains 179517 members 
Mstep: Class 14 contains 46355 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68557 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227802 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286152.000000 Penalty: 50478.558594
Iteration 183Q: 16 clusters Score -9.828615e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166085 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48594 members 
Mstep: Class 12 contains 179528 members 
Mstep: Class 14 contains 46356 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68569 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227783 members 
Mstep: Class 24 contains 19558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286048.000000 Penalty: 50478.558594
Iteration 184Q: 16 clusters Score -9.828605e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166084 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48581 members 
Mstep: Class 12 contains 179543 members 
Mstep: Class 14 contains 46353 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68578 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227778 members 
Mstep: Class 24 contains 19556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286072.000000 Penalty: 50478.558594
Iteration 185Q: 16 clusters Score -9.828607e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166094 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48561 members 
Mstep: Class 12 contains 179548 members 
Mstep: Class 14 contains 46352 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68588 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227776 members 
Mstep: Class 24 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286064.000000 Penalty: 50478.558594
Iteration 186Q: 16 clusters Score -9.828606e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166093 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48545 members 
Mstep: Class 12 contains 179552 members 
Mstep: Class 14 contains 46349 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68599 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227781 members 
Mstep: Class 24 contains 19555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286000.000000 Penalty: 50478.558594
Iteration 187Q: 16 clusters Score -9.8286e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166101 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48532 members 
Mstep: Class 12 contains 179560 members 
Mstep: Class 14 contains 46347 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68606 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227773 members 
Mstep: Class 24 contains 19555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285992.000000 Penalty: 50478.558594
Iteration 188Q: 16 clusters Score -9.828599e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166109 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48520 members 
Mstep: Class 12 contains 179567 members 
Mstep: Class 14 contains 46347 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68617 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227760 members 
Mstep: Class 24 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98286000.000000 Penalty: 50478.558594
Iteration 189Q: 16 clusters Score -9.8286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166112 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48507 members 
Mstep: Class 12 contains 179577 members 
Mstep: Class 14 contains 46346 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68621 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227758 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285896.000000 Penalty: 50478.558594
Iteration 190Q: 16 clusters Score -9.82859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166114 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48503 members 
Mstep: Class 12 contains 179582 members 
Mstep: Class 14 contains 46344 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68624 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227755 members 
Mstep: Class 24 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285936.000000 Penalty: 50478.558594
Iteration 191Q: 16 clusters Score -9.828594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166115 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48498 members 
Mstep: Class 12 contains 179586 members 
Mstep: Class 14 contains 46341 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68628 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227752 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 192Q: 16 clusters Score -9.828591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166119 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48493 members 
Mstep: Class 12 contains 179590 members 
Mstep: Class 14 contains 46341 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68629 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227748 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 193Q: 16 clusters Score -9.828588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166121 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48488 members 
Mstep: Class 12 contains 179592 members 
Mstep: Class 14 contains 46341 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68631 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227747 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285952.000000 Penalty: 50478.558594
Iteration 194Q: 16 clusters Score -9.828595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166123 members 
Mstep: Class 6 contains 12165 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48482 members 
Mstep: Class 12 contains 179595 members 
Mstep: Class 14 contains 46341 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68636 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227743 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285984.000000 Penalty: 50478.558594
Iteration 195Q: 16 clusters Score -9.828598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166126 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48476 members 
Mstep: Class 12 contains 179598 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68637 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227737 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285984.000000 Penalty: 50478.558594
Iteration 196Q: 16 clusters Score -9.828598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166131 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48472 members 
Mstep: Class 12 contains 179601 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68641 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227729 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285976.000000 Penalty: 50478.558594
Iteration 197Q: 16 clusters Score -9.828598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166134 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48467 members 
Mstep: Class 12 contains 179606 members 
Mstep: Class 14 contains 46343 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68647 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227719 members 
Mstep: Class 24 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285936.000000 Penalty: 50478.558594
Iteration 198Q: 16 clusters Score -9.828594e+07 nChanged 18
Entering ConstructFrom: 
Score: -98285936.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -115855.804688 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -115855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113954.890625 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -113954.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114403.835938 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -114403.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114674.367188 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -114674.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114836.859375 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -114836.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114959.078125 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -114959.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -115147.679688 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -115147.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115470.742188 Penalty: 3443.309814
	Iteration 6F: 3 clusters Score -115470.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115703.718750 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -115703.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115824.437500 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -115824.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115866.648438 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -115866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115886.945312 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -115886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115907.164062 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -115907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115944.507812 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -115944.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115990.921875 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -115990.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116009.640625 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -116009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116014.054688 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -116014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116014.625000 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -116014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116014.625000 Penalty: 3443.309814
	Iteration 17F: 3 clusters Score -116014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 166139 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48462 members 
Mstep: Class 12 contains 179611 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68648 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227715 members 
Mstep: Class 24 contains 19552 members 
Entering Unmasked Estep 
Score: -98284424.000000 Penalty: 53843.792969
Splitting cluster 1 changes total score from -98285936.000000 to -98284424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -47730.136719 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -47730.14 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 251 members 
Entering Unmasked Estep 
Score: -46291.769531 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -46291.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46557.722656 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -46557.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46740.203125 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -46740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46893.949219 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -46893.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47034.078125 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -47034.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47105.421875 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -47105.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47150.285156 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -47150.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47223.390625 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -47223.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47385.378906 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -47385.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47566.085938 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -47566.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47628.496094 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -47628.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47675.804688 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -47675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47675.804688 Penalty: 3057.004150
	Iteration 12F: 3 clusters Score -47675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -59592.328125 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -59592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58092.140625 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -58092.14 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58433.968750 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -58433.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58682.351562 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -58682.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58988.636719 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -58988.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59177.007812 Penalty: 3143.065674
	Iteration 4F: 3 clusters Score -59177.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59257.207031 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -59257.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59303.847656 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -59303.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59343.316406 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -59343.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59382.664062 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -59382.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59445.355469 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -59445.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59485.187500 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -59485.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59517.238281 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -59517.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59529.695312 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -59529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59533.765625 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -59533.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59539.546875 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -59539.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59540.265625 Penalty: 3143.065674
	Iteration 15F: 3 clusters Score -59540.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59549.453125 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -59549.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59549.453125 Penalty: 3143.065674
	Iteration 17F: 3 clusters Score -59549.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (166139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Entering Unmasked Estep 
Score: -21275464.000000 Penalty: 2981.104004
	Iteration 0F: 2 clusters Score -2.127546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -21165010.000000 Penalty: 5962.208008
	Iteration 0F: 3 clusters Score -2.116501e+07 nChanged 79498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -21211776.000000 Penalty: 5962.208008
	Iteration 1F: 3 clusters Score -2.121178e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 89287 members 
Entering Unmasked Estep 
Score: -21212752.000000 Penalty: 5962.208008
	Iteration 2Q: 3 clusters Score -2.121275e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -21214624.000000 Penalty: 5962.208008
	Iteration 3Q: 3 clusters Score -2.121462e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -21217482.000000 Penalty: 5962.208008
	Iteration 4Q: 3 clusters Score -2.121748e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -21222150.000000 Penalty: 5962.208008
	Iteration 5F: 3 clusters Score -2.122215e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 117003 members 
Entering Unmasked Estep 
Score: -21229866.000000 Penalty: 5962.208008
	Iteration 6F: 3 clusters Score -2.122987e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 129191 members 
Entering Unmasked Estep 
Score: -21240754.000000 Penalty: 5962.208008
	Iteration 7F: 3 clusters Score -2.124075e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 140881 members 
Entering Unmasked Estep 
Score: -21252076.000000 Penalty: 5962.208008
	Iteration 8F: 3 clusters Score -2.125208e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -21260894.000000 Penalty: 5962.208008
	Iteration 9F: 3 clusters Score -2.126089e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 154231 members 
Entering Unmasked Estep 
Score: -21265948.000000 Penalty: 5962.208008
	Iteration 10Q: 3 clusters Score -2.126595e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 157144 members 
Entering Unmasked Estep 
Score: -21268554.000000 Penalty: 5962.208008
	Iteration 11Q: 3 clusters Score -2.126855e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -21270138.000000 Penalty: 5962.208008
	Iteration 12Q: 3 clusters Score -2.127014e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -21270978.000000 Penalty: 5962.208008
	Iteration 13Q: 3 clusters Score -2.127098e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -21271572.000000 Penalty: 5962.208008
	Iteration 14Q: 3 clusters Score -2.127157e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
Score: -21272074.000000 Penalty: 5962.208008
	Iteration 15Q: 3 clusters Score -2.127207e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -21272314.000000 Penalty: 5962.208008
	Iteration 16Q: 3 clusters Score -2.127231e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 163499 members 
Entering Unmasked Estep 
Score: -21272474.000000 Penalty: 5962.208008
	Iteration 17Q: 3 clusters Score -2.127247e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 163872 members 
Entering Unmasked Estep 
Score: -21272690.000000 Penalty: 5962.208008
	Iteration 18Q: 3 clusters Score -2.127269e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -21272812.000000 Penalty: 5962.208008
	Iteration 19Q: 3 clusters Score -2.127281e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 164376 members 
Entering Unmasked Estep 
Score: -21272918.000000 Penalty: 5962.208008
	Iteration 20F: 3 clusters Score -2.127292e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -21272970.000000 Penalty: 5962.208008
	Iteration 21Q: 3 clusters Score -2.127297e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -21273032.000000 Penalty: 5962.208008
	Iteration 22Q: 3 clusters Score -2.127303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 164702 members 
Entering Unmasked Estep 
Score: -21273078.000000 Penalty: 5962.208008
	Iteration 23Q: 3 clusters Score -2.127308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -21273070.000000 Penalty: 5962.208008
	Iteration 24Q: 3 clusters Score -2.127307e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 164786 members 
Entering Unmasked Estep 
Score: -21273114.000000 Penalty: 5962.208008
	Iteration 25Q: 3 clusters Score -2.127311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 164824 members 
Entering Unmasked Estep 
Score: -21273130.000000 Penalty: 5962.208008
	Iteration 26Q: 3 clusters Score -2.127313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -21273144.000000 Penalty: 5962.208008
	Iteration 27Q: 3 clusters Score -2.127314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 164873 members 
Entering Unmasked Estep 
Score: -21273128.000000 Penalty: 5962.208008
	Iteration 28Q: 3 clusters Score -2.127313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -21273132.000000 Penalty: 5962.208008
	Iteration 29Q: 3 clusters Score -2.127313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -21273130.000000 Penalty: 5962.208008
	Iteration 30Q: 3 clusters Score -2.127313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -21273126.000000 Penalty: 5962.208008
	Iteration 31Q: 3 clusters Score -2.127313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -21273142.000000 Penalty: 5962.208008
	Iteration 32Q: 3 clusters Score -2.127314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -21273152.000000 Penalty: 5962.208008
	Iteration 33Q: 3 clusters Score -2.127315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -21273172.000000 Penalty: 5962.208008
	Iteration 34Q: 3 clusters Score -2.127317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -21273172.000000 Penalty: 5962.208008
	Iteration 35Q: 3 clusters Score -2.127317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -21273160.000000 Penalty: 5962.208008
	Iteration 36Q: 3 clusters Score -2.127316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -21273166.000000 Penalty: 5962.208008
	Iteration 37Q: 3 clusters Score -2.127317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -21273160.000000 Penalty: 5962.208008
	Iteration 38Q: 3 clusters Score -2.127316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -21273154.000000 Penalty: 5962.208008
	Iteration 39Q: 3 clusters Score -2.127315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -21273174.000000 Penalty: 5962.208008
	Iteration 40F: 3 clusters Score -2.127317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -21273158.000000 Penalty: 5962.208008
	Iteration 41Q: 3 clusters Score -2.127316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 164967 members 
Entering Unmasked Estep 
Score: -21273160.000000 Penalty: 5962.208008
	Iteration 42Q: 3 clusters Score -2.127316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -21273148.000000 Penalty: 5962.208008
	Iteration 43Q: 3 clusters Score -2.127315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -21273168.000000 Penalty: 5962.208008
	Iteration 44Q: 3 clusters Score -2.127317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -21273168.000000 Penalty: 5962.208008
	Iteration 45Q: 3 clusters Score -2.127317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -21273168.000000 Penalty: 5962.208008
	Iteration 46F: 3 clusters Score -2.127317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -1473777.375000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -1473777 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 6096 members 
Entering Unmasked Estep 
Score: -1464743.000000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -1464743 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1467506.750000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -1467507 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1467802.750000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -1467803 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1468014.625000 Penalty: 4665.656250
	Iteration 3Q: 3 clusters Score -1468015 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1468199.875000 Penalty: 4665.656250
	Iteration 4Q: 3 clusters Score -1468200 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1468364.875000 Penalty: 4665.656250
	Iteration 5Q: 3 clusters Score -1468365 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1468520.625000 Penalty: 4665.656250
	Iteration 6Q: 3 clusters Score -1468521 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1468697.500000 Penalty: 4665.656250
	Iteration 7Q: 3 clusters Score -1468698 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1468863.375000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -1468863 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1469015.875000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -1469016 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1469202.375000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -1469202 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1469392.500000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -1469392 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1469612.750000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -1469613 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1469848.500000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -1469848 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1470059.750000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -1470060 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1470241.875000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -1470242 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1470410.000000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -1470410 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1470563.125000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -1470563 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1470683.625000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -1470684 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1470790.375000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -1470790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1470875.125000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -1470875 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1470945.500000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -1470946 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1470992.625000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -1470993 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1471034.750000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -1471035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1471056.875000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -1471057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1471083.375000 Penalty: 4665.656250
	Iteration 25Q: 3 clusters Score -1471083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1471105.000000 Penalty: 4665.656250
	Iteration 26Q: 3 clusters Score -1471105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1471130.625000 Penalty: 4665.656250
	Iteration 27Q: 3 clusters Score -1471131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1471156.500000 Penalty: 4665.656250
	Iteration 28Q: 3 clusters Score -1471156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1471180.750000 Penalty: 4665.656250
	Iteration 29Q: 3 clusters Score -1471181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1471206.625000 Penalty: 4665.656250
	Iteration 30Q: 3 clusters Score -1471207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1471238.125000 Penalty: 4665.656250
	Iteration 31Q: 3 clusters Score -1471238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1471262.125000 Penalty: 4665.656250
	Iteration 32Q: 3 clusters Score -1471262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1471284.375000 Penalty: 4665.656250
	Iteration 33Q: 3 clusters Score -1471284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1471302.875000 Penalty: 4665.656250
	Iteration 34Q: 3 clusters Score -1471303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1471312.250000 Penalty: 4665.656250
	Iteration 35Q: 3 clusters Score -1471312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1471330.750000 Penalty: 4665.656250
	Iteration 36Q: 3 clusters Score -1471331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1471348.000000 Penalty: 4665.656250
	Iteration 37Q: 3 clusters Score -1471348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1471365.375000 Penalty: 4665.656250
	Iteration 38Q: 3 clusters Score -1471365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1471381.500000 Penalty: 4665.656250
	Iteration 39Q: 3 clusters Score -1471382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1471407.250000 Penalty: 4665.656250
	Iteration 40F: 3 clusters Score -1471407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1471426.875000 Penalty: 4665.656250
	Iteration 41Q: 3 clusters Score -1471427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1471445.750000 Penalty: 4665.656250
	Iteration 42Q: 3 clusters Score -1471446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1471458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1471470.875000 Penalty: 4665.656250
	Iteration 44Q: 3 clusters Score -1471471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1471483.000000 Penalty: 4665.656250
	Iteration 45Q: 3 clusters Score -1471483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1471493.625000 Penalty: 4665.656250
	Iteration 46Q: 3 clusters Score -1471494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1471503.250000 Penalty: 4665.656250
	Iteration 47Q: 3 clusters Score -1471503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1471511.125000 Penalty: 4665.656250
	Iteration 48Q: 3 clusters Score -1471511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1471519.125000 Penalty: 4665.656250
	Iteration 49Q: 3 clusters Score -1471519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1471527.375000 Penalty: 4665.656250
	Iteration 50Q: 3 clusters Score -1471527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1471534.500000 Penalty: 4665.656250
	Iteration 51Q: 3 clusters Score -1471534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1471544.500000 Penalty: 4665.656250
	Iteration 52Q: 3 clusters Score -1471544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1471548.500000 Penalty: 4665.656250
	Iteration 53Q: 3 clusters Score -1471548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1471556.125000 Penalty: 4665.656250
	Iteration 54Q: 3 clusters Score -1471556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1471564.250000 Penalty: 4665.656250
	Iteration 55Q: 3 clusters Score -1471564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1471575.500000 Penalty: 4665.656250
	Iteration 56Q: 3 clusters Score -1471576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1471586.250000 Penalty: 4665.656250
	Iteration 57Q: 3 clusters Score -1471586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1471594.125000 Penalty: 4665.656250
	Iteration 58Q: 3 clusters Score -1471594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1471602.125000 Penalty: 4665.656250
	Iteration 59Q: 3 clusters Score -1471602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1471611.250000 Penalty: 4665.656250
	Iteration 60F: 3 clusters Score -1471611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1471618.000000 Penalty: 4665.656250
	Iteration 61Q: 3 clusters Score -1471618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1471621.125000 Penalty: 4665.656250
	Iteration 62Q: 3 clusters Score -1471621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1471623.375000 Penalty: 4665.656250
	Iteration 63Q: 3 clusters Score -1471623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1471627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1471627.000000 Penalty: 4665.656250
	Iteration 65Q: 3 clusters Score -1471627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1471632.125000 Penalty: 4665.656250
	Iteration 66Q: 3 clusters Score -1471632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1471637.000000 Penalty: 4665.656250
	Iteration 67Q: 3 clusters Score -1471637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1471639.750000 Penalty: 4665.656250
	Iteration 68Q: 3 clusters Score -1471640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1471641.750000 Penalty: 4665.656250
	Iteration 69Q: 3 clusters Score -1471642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1471643.500000 Penalty: 4665.656250
	Iteration 70Q: 3 clusters Score -1471644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1471646.125000 Penalty: 4665.656250
	Iteration 71Q: 3 clusters Score -1471646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1471645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1471648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1471648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1471650.000000 Penalty: 4665.656250
	Iteration 75Q: 3 clusters Score -1471650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1471651.000000 Penalty: 4665.656250
	Iteration 76Q: 3 clusters Score -1471651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1471651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1471652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1471651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1471656.000000 Penalty: 4665.656250
	Iteration 80F: 3 clusters Score -1471656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1471657.125000 Penalty: 4665.656250
	Iteration 81Q: 3 clusters Score -1471657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1471657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1471659.125000 Penalty: 4665.656250
	Iteration 83Q: 3 clusters Score -1471659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1471660.125000 Penalty: 4665.656250
	Iteration 84Q: 3 clusters Score -1471660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1471662.625000 Penalty: 4665.656250
	Iteration 85Q: 3 clusters Score -1471663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1471665.750000 Penalty: 4665.656250
	Iteration 86Q: 3 clusters Score -1471666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1471671.500000 Penalty: 4665.656250
	Iteration 87Q: 3 clusters Score -1471672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1471670.375000 Penalty: 4665.656250
	Iteration 88Q: 3 clusters Score -1471670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1471674.125000 Penalty: 4665.656250
	Iteration 89Q: 3 clusters Score -1471674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1471675.875000 Penalty: 4665.656250
	Iteration 90Q: 3 clusters Score -1471676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1471675.875000 Penalty: 4665.656250
	Iteration 91Q: 3 clusters Score -1471676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1471678.375000 Penalty: 4665.656250
	Iteration 92Q: 3 clusters Score -1471678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1471679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1471678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1471680.250000 Penalty: 4665.656250
	Iteration 95Q: 3 clusters Score -1471680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1471678.125000 Penalty: 4665.656250
	Iteration 96Q: 3 clusters Score -1471678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1471681.375000 Penalty: 4665.656250
	Iteration 97Q: 3 clusters Score -1471681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1471678.750000 Penalty: 4665.656250
	Iteration 98Q: 3 clusters Score -1471679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1471680.625000 Penalty: 4665.656250
	Iteration 99Q: 3 clusters Score -1471681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1471685.875000 Penalty: 4665.656250
	Iteration 100F: 3 clusters Score -1471686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1471690.625000 Penalty: 4665.656250
	Iteration 101Q: 3 clusters Score -1471691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1471695.750000 Penalty: 4665.656250
	Iteration 102Q: 3 clusters Score -1471696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1471700.125000 Penalty: 4665.656250
	Iteration 103Q: 3 clusters Score -1471700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1471700.750000 Penalty: 4665.656250
	Iteration 104Q: 3 clusters Score -1471701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1471707.250000 Penalty: 4665.656250
	Iteration 105Q: 3 clusters Score -1471707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1471711.500000 Penalty: 4665.656250
	Iteration 106Q: 3 clusters Score -1471712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1471719.375000 Penalty: 4665.656250
	Iteration 107Q: 3 clusters Score -1471719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1471721.750000 Penalty: 4665.656250
	Iteration 108Q: 3 clusters Score -1471722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1471724.625000 Penalty: 4665.656250
	Iteration 109Q: 3 clusters Score -1471725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1471731.125000 Penalty: 4665.656250
	Iteration 110Q: 3 clusters Score -1471731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1471737.375000 Penalty: 4665.656250
	Iteration 111Q: 3 clusters Score -1471737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1471740.125000 Penalty: 4665.656250
	Iteration 112Q: 3 clusters Score -1471740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1471744.375000 Penalty: 4665.656250
	Iteration 113Q: 3 clusters Score -1471744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1471749.625000 Penalty: 4665.656250
	Iteration 114Q: 3 clusters Score -1471750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1471752.375000 Penalty: 4665.656250
	Iteration 115Q: 3 clusters Score -1471752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1471758.125000 Penalty: 4665.656250
	Iteration 116Q: 3 clusters Score -1471758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1471761.375000 Penalty: 4665.656250
	Iteration 117Q: 3 clusters Score -1471761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1471768.250000 Penalty: 4665.656250
	Iteration 118Q: 3 clusters Score -1471768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1471776.250000 Penalty: 4665.656250
	Iteration 119Q: 3 clusters Score -1471776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1471777.750000 Penalty: 4665.656250
	Iteration 120F: 3 clusters Score -1471778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1471779.125000 Penalty: 4665.656250
	Iteration 121Q: 3 clusters Score -1471779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1471781.625000 Penalty: 4665.656250
	Iteration 122Q: 3 clusters Score -1471782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1471783.000000 Penalty: 4665.656250
	Iteration 123Q: 3 clusters Score -1471783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1471783.625000 Penalty: 4665.656250
	Iteration 124Q: 3 clusters Score -1471784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1471786.125000 Penalty: 4665.656250
	Iteration 125Q: 3 clusters Score -1471786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1471785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1471786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1471786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1471789.500000 Penalty: 4665.656250
	Iteration 129Q: 3 clusters Score -1471790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1471791.625000 Penalty: 4665.656250
	Iteration 130Q: 3 clusters Score -1471792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1471801.375000 Penalty: 4665.656250
	Iteration 131Q: 3 clusters Score -1471801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1471801.875000 Penalty: 4665.656250
	Iteration 132Q: 3 clusters Score -1471802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1471806.250000 Penalty: 4665.656250
	Iteration 133Q: 3 clusters Score -1471806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1471809.125000 Penalty: 4665.656250
	Iteration 134Q: 3 clusters Score -1471809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1471812.000000 Penalty: 4665.656250
	Iteration 135Q: 3 clusters Score -1471812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1471811.375000 Penalty: 4665.656250
	Iteration 136Q: 3 clusters Score -1471811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1471812.000000 Penalty: 4665.656250
	Iteration 137Q: 3 clusters Score -1471812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1471815.875000 Penalty: 4665.656250
	Iteration 138Q: 3 clusters Score -1471816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1471817.500000 Penalty: 4665.656250
	Iteration 139Q: 3 clusters Score -1471818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1471820.500000 Penalty: 4665.656250
	Iteration 140F: 3 clusters Score -1471820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1471821.875000 Penalty: 4665.656250
	Iteration 141Q: 3 clusters Score -1471822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1471824.250000 Penalty: 4665.656250
	Iteration 142Q: 3 clusters Score -1471824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1471826.000000 Penalty: 4665.656250
	Iteration 143Q: 3 clusters Score -1471826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1471826.000000 Penalty: 4665.656250
	Iteration 144F: 3 clusters Score -1471826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -83931.585938 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -83931.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82222.078125 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -82222.08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82604.476562 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -82604.48 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82841.210938 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -82841.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82969.843750 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -82969.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83054.578125 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -83054.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83163.359375 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -83163.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83262.812500 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -83262.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83363.960938 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -83363.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83502.109375 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -83502.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83710.992188 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -83710.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83967.195312 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -83967.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84188.125000 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -84188.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84247.156250 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -84247.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84252.531250 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -84252.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84254.515625 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -84254.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84282.343750 Penalty: 3301.736328
	Iteration 15F: 3 clusters Score -84282.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84307.890625 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -84307.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84309.007812 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -84309.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84309.007812 Penalty: 3301.736328
	Iteration 18F: 3 clusters Score -84309.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 166139 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 9 contains 48462 members 
Mstep: Class 12 contains 179611 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68648 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227715 members 
Mstep: Class 24 contains 19552 members 
Entering Unmasked Estep 
Score: -98284560.000000 Penalty: 53843.792969
Splitting cluster 7 changes total score from -98285936.000000 to -98284560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (48462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Entering Unmasked Estep 
Score: -6249717.500000 Penalty: 2675.556641
	Iteration 0F: 2 clusters Score -6249718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6217272.000000 Penalty: 5351.113281
	Iteration 0F: 3 clusters Score -6217272 nChanged 22379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6229497.500000 Penalty: 5351.113281
	Iteration 1F: 3 clusters Score -6229498 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -6230066.500000 Penalty: 5351.113281
	Iteration 2Q: 3 clusters Score -6230066 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6230622.000000 Penalty: 5351.113281
	Iteration 3Q: 3 clusters Score -6230622 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6231310.500000 Penalty: 5351.113281
	Iteration 4Q: 3 clusters Score -6231310 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -6232278.500000 Penalty: 5351.113281
	Iteration 5Q: 3 clusters Score -6232278 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -6233655.000000 Penalty: 5351.113281
	Iteration 6Q: 3 clusters Score -6233655 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -6235542.000000 Penalty: 5351.113281
	Iteration 7F: 3 clusters Score -6235542 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -6237916.000000 Penalty: 5351.113281
	Iteration 8F: 3 clusters Score -6237916 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -6240502.000000 Penalty: 5351.113281
	Iteration 9F: 3 clusters Score -6240502 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -6242706.000000 Penalty: 5351.113281
	Iteration 10F: 3 clusters Score -6242706 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -6244401.000000 Penalty: 5351.113281
	Iteration 11Q: 3 clusters Score -6244401 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6245560.000000 Penalty: 5351.113281
	Iteration 12Q: 3 clusters Score -6245560 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -6246315.000000 Penalty: 5351.113281
	Iteration 13Q: 3 clusters Score -6246315 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -6246741.500000 Penalty: 5351.113281
	Iteration 14Q: 3 clusters Score -6246742 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -6246980.500000 Penalty: 5351.113281
	Iteration 15Q: 3 clusters Score -6246980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -6247126.000000 Penalty: 5351.113281
	Iteration 16Q: 3 clusters Score -6247126 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6247196.500000 Penalty: 5351.113281
	Iteration 17Q: 3 clusters Score -6247196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6247256.500000 Penalty: 5351.113281
	Iteration 18Q: 3 clusters Score -6247256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -6247292.000000 Penalty: 5351.113281
	Iteration 19Q: 3 clusters Score -6247292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -6247315.500000 Penalty: 5351.113281
	Iteration 20F: 3 clusters Score -6247316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -6247334.000000 Penalty: 5351.113281
	Iteration 21Q: 3 clusters Score -6247334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -6247344.500000 Penalty: 5351.113281
	Iteration 22Q: 3 clusters Score -6247344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -6247350.000000 Penalty: 5351.113281
	Iteration 23Q: 3 clusters Score -6247350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -6247361.000000 Penalty: 5351.113281
	Iteration 24Q: 3 clusters Score -6247361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6247364.000000 Penalty: 5351.113281
	Iteration 25Q: 3 clusters Score -6247364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6247360.500000 Penalty: 5351.113281
	Iteration 26Q: 3 clusters Score -6247360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -6247360.500000 Penalty: 5351.113281
	Iteration 27Q: 3 clusters Score -6247360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6247363.500000 Penalty: 5351.113281
	Iteration 28Q: 3 clusters Score -6247364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6247364.000000 Penalty: 5351.113281
	Iteration 29Q: 3 clusters Score -6247364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6247364.000000 Penalty: 5351.113281
	Iteration 30F: 3 clusters Score -6247364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (179611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179611 members 
Entering Unmasked Estep 
Score: -22949986.000000 Penalty: 3000.440186
	Iteration 0F: 2 clusters Score -2.294999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -22834352.000000 Penalty: 6000.880371
	Iteration 0F: 3 clusters Score -2.283435e+07 nChanged 85940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 91635 members 
Entering Unmasked Estep 
Score: -22884886.000000 Penalty: 6000.880371
	Iteration 1F: 3 clusters Score -2.288489e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -22886418.000000 Penalty: 6000.880371
	Iteration 2Q: 3 clusters Score -2.288642e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -22888426.000000 Penalty: 6000.880371
	Iteration 3Q: 3 clusters Score -2.288843e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -22891566.000000 Penalty: 6000.880371
	Iteration 4Q: 3 clusters Score -2.289157e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -22896036.000000 Penalty: 6000.880371
	Iteration 5Q: 3 clusters Score -2.289604e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -22902318.000000 Penalty: 6000.880371
	Iteration 6F: 3 clusters Score -2.290232e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -22910970.000000 Penalty: 6000.880371
	Iteration 7F: 3 clusters Score -2.291097e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 116035 members 
Entering Unmasked Estep 
Score: -22920136.000000 Penalty: 6000.880371
	Iteration 8F: 3 clusters Score -2.292014e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -22926574.000000 Penalty: 6000.880371
	Iteration 9F: 3 clusters Score -2.292657e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -22929306.000000 Penalty: 6000.880371
	Iteration 10Q: 3 clusters Score -2.292931e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 124468 members 
Entering Unmasked Estep 
Score: -22930520.000000 Penalty: 6000.880371
	Iteration 11Q: 3 clusters Score -2.293052e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -22931322.000000 Penalty: 6000.880371
	Iteration 12Q: 3 clusters Score -2.293132e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -22932124.000000 Penalty: 6000.880371
	Iteration 13Q: 3 clusters Score -2.293212e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 131472 members 
Entering Unmasked Estep 
Score: -22932724.000000 Penalty: 6000.880371
	Iteration 14Q: 3 clusters Score -2.293272e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -22933400.000000 Penalty: 6000.880371
	Iteration 15Q: 3 clusters Score -2.29334e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -22934042.000000 Penalty: 6000.880371
	Iteration 16Q: 3 clusters Score -2.293404e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 138817 members 
Entering Unmasked Estep 
Score: -22934812.000000 Penalty: 6000.880371
	Iteration 17Q: 3 clusters Score -2.293481e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 141375 members 
Entering Unmasked Estep 
Score: -22935548.000000 Penalty: 6000.880371
	Iteration 18Q: 3 clusters Score -2.293555e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -22936292.000000 Penalty: 6000.880371
	Iteration 19Q: 3 clusters Score -2.293629e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -22937094.000000 Penalty: 6000.880371
	Iteration 20F: 3 clusters Score -2.293709e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -22938018.000000 Penalty: 6000.880371
	Iteration 21Q: 3 clusters Score -2.293802e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 151895 members 
Entering Unmasked Estep 
Score: -22938868.000000 Penalty: 6000.880371
	Iteration 22Q: 3 clusters Score -2.293887e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -22939732.000000 Penalty: 6000.880371
	Iteration 23Q: 3 clusters Score -2.293973e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 157171 members 
Entering Unmasked Estep 
Score: -22940802.000000 Penalty: 6000.880371
	Iteration 24Q: 3 clusters Score -2.29408e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -22941706.000000 Penalty: 6000.880371
	Iteration 25Q: 3 clusters Score -2.294171e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 162277 members 
Entering Unmasked Estep 
Score: -22942502.000000 Penalty: 6000.880371
	Iteration 26Q: 3 clusters Score -2.29425e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 164662 members 
Entering Unmasked Estep 
Score: -22943206.000000 Penalty: 6000.880371
	Iteration 27Q: 3 clusters Score -2.294321e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 166733 members 
Entering Unmasked Estep 
Score: -22943834.000000 Penalty: 6000.880371
	Iteration 28Q: 3 clusters Score -2.294383e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -22944426.000000 Penalty: 6000.880371
	Iteration 29Q: 3 clusters Score -2.294443e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -22944996.000000 Penalty: 6000.880371
	Iteration 30Q: 3 clusters Score -2.2945e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 171697 members 
Entering Unmasked Estep 
Score: -22945646.000000 Penalty: 6000.880371
	Iteration 31Q: 3 clusters Score -2.294565e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -22945982.000000 Penalty: 6000.880371
	Iteration 32Q: 3 clusters Score -2.294598e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -22946372.000000 Penalty: 6000.880371
	Iteration 33Q: 3 clusters Score -2.294637e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -22946588.000000 Penalty: 6000.880371
	Iteration 34Q: 3 clusters Score -2.294659e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -22946874.000000 Penalty: 6000.880371
	Iteration 35Q: 3 clusters Score -2.294687e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 176016 members 
Entering Unmasked Estep 
Score: -22947128.000000 Penalty: 6000.880371
	Iteration 36Q: 3 clusters Score -2.294713e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -22947366.000000 Penalty: 6000.880371
	Iteration 37Q: 3 clusters Score -2.294737e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 176770 members 
Entering Unmasked Estep 
Score: -22947642.000000 Penalty: 6000.880371
	Iteration 38Q: 3 clusters Score -2.294764e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 177024 members 
Entering Unmasked Estep 
Score: -22947796.000000 Penalty: 6000.880371
	Iteration 39Q: 3 clusters Score -2.29478e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -22947912.000000 Penalty: 6000.880371
	Iteration 40F: 3 clusters Score -2.294791e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -22947974.000000 Penalty: 6000.880371
	Iteration 41Q: 3 clusters Score -2.294797e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -22948060.000000 Penalty: 6000.880371
	Iteration 42Q: 3 clusters Score -2.294806e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 177575 members 
Entering Unmasked Estep 
Score: -22948110.000000 Penalty: 6000.880371
	Iteration 43Q: 3 clusters Score -2.294811e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 177634 members 
Entering Unmasked Estep 
Score: -22948186.000000 Penalty: 6000.880371
	Iteration 44Q: 3 clusters Score -2.294819e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -22948200.000000 Penalty: 6000.880371
	Iteration 45Q: 3 clusters Score -2.29482e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -22948224.000000 Penalty: 6000.880371
	Iteration 46Q: 3 clusters Score -2.294822e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -22948198.000000 Penalty: 6000.880371
	Iteration 47Q: 3 clusters Score -2.29482e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 177736 members 
Entering Unmasked Estep 
Score: -22948224.000000 Penalty: 6000.880371
	Iteration 48Q: 3 clusters Score -2.294822e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 177755 members 
Entering Unmasked Estep 
Score: -22948230.000000 Penalty: 6000.880371
	Iteration 49Q: 3 clusters Score -2.294823e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -22948268.000000 Penalty: 6000.880371
	Iteration 50Q: 3 clusters Score -2.294827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 177780 members 
Entering Unmasked Estep 
Score: -22948276.000000 Penalty: 6000.880371
	Iteration 51Q: 3 clusters Score -2.294828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 177795 members 
Entering Unmasked Estep 
Score: -22948304.000000 Penalty: 6000.880371
	Iteration 52Q: 3 clusters Score -2.29483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -22948362.000000 Penalty: 6000.880371
	Iteration 53Q: 3 clusters Score -2.294836e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 177807 members 
Entering Unmasked Estep 
Score: -22948370.000000 Penalty: 6000.880371
	Iteration 54Q: 3 clusters Score -2.294837e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -22948390.000000 Penalty: 6000.880371
	Iteration 55Q: 3 clusters Score -2.294839e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 177833 members 
Entering Unmasked Estep 
Score: -22948396.000000 Penalty: 6000.880371
	Iteration 56Q: 3 clusters Score -2.29484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 177832 members 
Entering Unmasked Estep 
Score: -22948406.000000 Penalty: 6000.880371
	Iteration 57Q: 3 clusters Score -2.294841e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -22948396.000000 Penalty: 6000.880371
	Iteration 58Q: 3 clusters Score -2.29484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -22948412.000000 Penalty: 6000.880371
	Iteration 59Q: 3 clusters Score -2.294841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 177834 members 
Entering Unmasked Estep 
Score: -22948444.000000 Penalty: 6000.880371
	Iteration 60F: 3 clusters Score -2.294844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 177826 members 
Entering Unmasked Estep 
Score: -22948480.000000 Penalty: 6000.880371
	Iteration 61Q: 3 clusters Score -2.294848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 177825 members 
Entering Unmasked Estep 
Score: -22948500.000000 Penalty: 6000.880371
	Iteration 62Q: 3 clusters Score -2.29485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 177820 members 
Entering Unmasked Estep 
Score: -22948526.000000 Penalty: 6000.880371
	Iteration 63Q: 3 clusters Score -2.294853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 177812 members 
Entering Unmasked Estep 
Score: -22948552.000000 Penalty: 6000.880371
	Iteration 64Q: 3 clusters Score -2.294855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 177810 members 
Entering Unmasked Estep 
Score: -22948624.000000 Penalty: 6000.880371
	Iteration 65Q: 3 clusters Score -2.294862e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 177808 members 
Entering Unmasked Estep 
Score: -22948628.000000 Penalty: 6000.880371
	Iteration 66Q: 3 clusters Score -2.294863e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 177812 members 
Entering Unmasked Estep 
Score: -22948668.000000 Penalty: 6000.880371
	Iteration 67Q: 3 clusters Score -2.294867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 177818 members 
Entering Unmasked Estep 
Score: -22948678.000000 Penalty: 6000.880371
	Iteration 68Q: 3 clusters Score -2.294868e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -22948698.000000 Penalty: 6000.880371
	Iteration 69Q: 3 clusters Score -2.29487e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -22948730.000000 Penalty: 6000.880371
	Iteration 70Q: 3 clusters Score -2.294873e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -22948754.000000 Penalty: 6000.880371
	Iteration 71Q: 3 clusters Score -2.294875e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -22948796.000000 Penalty: 6000.880371
	Iteration 72Q: 3 clusters Score -2.29488e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 177769 members 
Entering Unmasked Estep 
Score: -22948814.000000 Penalty: 6000.880371
	Iteration 73Q: 3 clusters Score -2.294881e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 177769 members 
Entering Unmasked Estep 
Score: -22948840.000000 Penalty: 6000.880371
	Iteration 74Q: 3 clusters Score -2.294884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -22948896.000000 Penalty: 6000.880371
	Iteration 75Q: 3 clusters Score -2.29489e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -22948914.000000 Penalty: 6000.880371
	Iteration 76Q: 3 clusters Score -2.294891e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -22948932.000000 Penalty: 6000.880371
	Iteration 77Q: 3 clusters Score -2.294893e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -22948952.000000 Penalty: 6000.880371
	Iteration 78Q: 3 clusters Score -2.294895e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 177770 members 
Entering Unmasked Estep 
Score: -22948980.000000 Penalty: 6000.880371
	Iteration 79Q: 3 clusters Score -2.294898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 177752 members 
Entering Unmasked Estep 
Score: -22949010.000000 Penalty: 6000.880371
	Iteration 80F: 3 clusters Score -2.294901e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 177725 members 
Entering Unmasked Estep 
Score: -22949042.000000 Penalty: 6000.880371
	Iteration 81Q: 3 clusters Score -2.294904e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 177707 members 
Entering Unmasked Estep 
Score: -22949070.000000 Penalty: 6000.880371
	Iteration 82Q: 3 clusters Score -2.294907e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 177678 members 
Entering Unmasked Estep 
Score: -22949122.000000 Penalty: 6000.880371
	Iteration 83Q: 3 clusters Score -2.294912e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -22949166.000000 Penalty: 6000.880371
	Iteration 84Q: 3 clusters Score -2.294917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 177621 members 
Entering Unmasked Estep 
Score: -22949176.000000 Penalty: 6000.880371
	Iteration 85Q: 3 clusters Score -2.294918e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -22949258.000000 Penalty: 6000.880371
	Iteration 86Q: 3 clusters Score -2.294926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -22949228.000000 Penalty: 6000.880371
	Iteration 87Q: 3 clusters Score -2.294923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -22949242.000000 Penalty: 6000.880371
	Iteration 88Q: 3 clusters Score -2.294924e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 177505 members 
Entering Unmasked Estep 
Score: -22949296.000000 Penalty: 6000.880371
	Iteration 89Q: 3 clusters Score -2.29493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 177473 members 
Entering Unmasked Estep 
Score: -22949318.000000 Penalty: 6000.880371
	Iteration 90Q: 3 clusters Score -2.294932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -22949292.000000 Penalty: 6000.880371
	Iteration 91Q: 3 clusters Score -2.294929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -22949332.000000 Penalty: 6000.880371
	Iteration 92Q: 3 clusters Score -2.294933e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 177414 members 
Entering Unmasked Estep 
Score: -22949334.000000 Penalty: 6000.880371
	Iteration 93Q: 3 clusters Score -2.294933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -22949346.000000 Penalty: 6000.880371
	Iteration 94Q: 3 clusters Score -2.294935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 177370 members 
Entering Unmasked Estep 
Score: -22949340.000000 Penalty: 6000.880371
	Iteration 95Q: 3 clusters Score -2.294934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 177350 members 
Entering Unmasked Estep 
Score: -22949346.000000 Penalty: 6000.880371
	Iteration 96Q: 3 clusters Score -2.294935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -22949374.000000 Penalty: 6000.880371
	Iteration 97Q: 3 clusters Score -2.294937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 177305 members 
Entering Unmasked Estep 
Score: -22949382.000000 Penalty: 6000.880371
	Iteration 98Q: 3 clusters Score -2.294938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -22949382.000000 Penalty: 6000.880371
	Iteration 99Q: 3 clusters Score -2.294938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -22949390.000000 Penalty: 6000.880371
	Iteration 100F: 3 clusters Score -2.294939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 177268 members 
Entering Unmasked Estep 
Score: -22949396.000000 Penalty: 6000.880371
	Iteration 101Q: 3 clusters Score -2.29494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 177261 members 
Entering Unmasked Estep 
Score: -22949390.000000 Penalty: 6000.880371
	Iteration 102Q: 3 clusters Score -2.294939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -22949422.000000 Penalty: 6000.880371
	Iteration 103Q: 3 clusters Score -2.294942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 177231 members 
Entering Unmasked Estep 
Score: -22949430.000000 Penalty: 6000.880371
	Iteration 104Q: 3 clusters Score -2.294943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 177216 members 
Entering Unmasked Estep 
Score: -22949448.000000 Penalty: 6000.880371
	Iteration 105Q: 3 clusters Score -2.294945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 177200 members 
Entering Unmasked Estep 
Score: -22949466.000000 Penalty: 6000.880371
	Iteration 106Q: 3 clusters Score -2.294947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -22949460.000000 Penalty: 6000.880371
	Iteration 107Q: 3 clusters Score -2.294946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -22949462.000000 Penalty: 6000.880371
	Iteration 108Q: 3 clusters Score -2.294946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -22949460.000000 Penalty: 6000.880371
	Iteration 109Q: 3 clusters Score -2.294946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 177167 members 
Entering Unmasked Estep 
Score: -22949470.000000 Penalty: 6000.880371
	Iteration 110Q: 3 clusters Score -2.294947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 177165 members 
Entering Unmasked Estep 
Score: -22949490.000000 Penalty: 6000.880371
	Iteration 111Q: 3 clusters Score -2.294949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 177161 members 
Entering Unmasked Estep 
Score: -22949498.000000 Penalty: 6000.880371
	Iteration 112Q: 3 clusters Score -2.29495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 177158 members 
Entering Unmasked Estep 
Score: -22949496.000000 Penalty: 6000.880371
	Iteration 113Q: 3 clusters Score -2.29495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -22949492.000000 Penalty: 6000.880371
	Iteration 114Q: 3 clusters Score -2.294949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -22949492.000000 Penalty: 6000.880371
	Iteration 115F: 3 clusters Score -2.294949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Entering Unmasked Estep 
Score: -5998935.500000 Penalty: 2664.463379
	Iteration 0F: 2 clusters Score -5998936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5967762.500000 Penalty: 5328.926758
	Iteration 0F: 3 clusters Score -5967762 nChanged 21274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -5979540.000000 Penalty: 5328.926758
	Iteration 1F: 3 clusters Score -5979540 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5980099.500000 Penalty: 5328.926758
	Iteration 2Q: 3 clusters Score -5980100 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5980719.500000 Penalty: 5328.926758
	Iteration 3Q: 3 clusters Score -5980720 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -5981457.500000 Penalty: 5328.926758
	Iteration 4Q: 3 clusters Score -5981458 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5982470.500000 Penalty: 5328.926758
	Iteration 5Q: 3 clusters Score -5982470 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -5984018.500000 Penalty: 5328.926758
	Iteration 6F: 3 clusters Score -5984018 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5986290.000000 Penalty: 5328.926758
	Iteration 7F: 3 clusters Score -5986290 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5989267.500000 Penalty: 5328.926758
	Iteration 8F: 3 clusters Score -5989268 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5992311.000000 Penalty: 5328.926758
	Iteration 9F: 3 clusters Score -5992311 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -5994553.500000 Penalty: 5328.926758
	Iteration 10F: 3 clusters Score -5994554 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5995658.500000 Penalty: 5328.926758
	Iteration 11Q: 3 clusters Score -5995658 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5996146.500000 Penalty: 5328.926758
	Iteration 12Q: 3 clusters Score -5996146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5996306.500000 Penalty: 5328.926758
	Iteration 13Q: 3 clusters Score -5996306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -5996396.500000 Penalty: 5328.926758
	Iteration 14Q: 3 clusters Score -5996396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5996479.000000 Penalty: 5328.926758
	Iteration 15Q: 3 clusters Score -5996479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -5996512.000000 Penalty: 5328.926758
	Iteration 16Q: 3 clusters Score -5996512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -5996528.000000 Penalty: 5328.926758
	Iteration 17Q: 3 clusters Score -5996528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -5996535.000000 Penalty: 5328.926758
	Iteration 18Q: 3 clusters Score -5996535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5996548.000000 Penalty: 5328.926758
	Iteration 19Q: 3 clusters Score -5996548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5996556.500000 Penalty: 5328.926758
	Iteration 20F: 3 clusters Score -5996556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -5996551.500000 Penalty: 5328.926758
	Iteration 21Q: 3 clusters Score -5996552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -5996553.000000 Penalty: 5328.926758
	Iteration 22Q: 3 clusters Score -5996553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -5996553.000000 Penalty: 5328.926758
	Iteration 23F: 3 clusters Score -5996553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -451806.093750 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -451806.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -448121.000000 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -448121 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -448948.375000 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -448948.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -449161.000000 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -449161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -449290.031250 Penalty: 4065.432617
	Iteration 3Q: 3 clusters Score -449290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -449393.468750 Penalty: 4065.432617
	Iteration 4Q: 3 clusters Score -449393.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -449485.187500 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -449485.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -449567.906250 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -449567.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -449668.750000 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -449668.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -449802.687500 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -449802.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -449928.687500 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -449928.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -450020.687500 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -450020.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -450087.125000 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -450087.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -450152.875000 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -450152.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -450206.062500 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -450206.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -450250.968750 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -450251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -450296.000000 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -450296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -450331.437500 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -450331.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -450349.156250 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -450349.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -450374.687500 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -450374.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -450392.187500 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -450392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -450398.843750 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -450398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -450408.156250 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -450408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -450424.000000 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -450424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -450432.937500 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -450432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -450437.906250 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -450437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -450444.156250 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -450444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -450447.531250 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -450447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -450447.531250 Penalty: 4065.432617
	Iteration 27F: 3 clusters Score -450447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -769314.750000 Penalty: 2168.475098
	Iteration 0F: 2 clusters Score -769314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -764023.500000 Penalty: 4336.950195
	Iteration 0F: 3 clusters Score -764023.5 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -765324.375000 Penalty: 4336.950195
	Iteration 1F: 3 clusters Score -765324.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -765559.750000 Penalty: 4336.950195
	Iteration 2F: 3 clusters Score -765559.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -765780.375000 Penalty: 4336.950195
	Iteration 3Q: 3 clusters Score -765780.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -766026.375000 Penalty: 4336.950195
	Iteration 4Q: 3 clusters Score -766026.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -766240.437500 Penalty: 4336.950195
	Iteration 5Q: 3 clusters Score -766240.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -766458.000000 Penalty: 4336.950195
	Iteration 6F: 3 clusters Score -766458 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -766640.625000 Penalty: 4336.950195
	Iteration 7Q: 3 clusters Score -766640.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -766803.937500 Penalty: 4336.950195
	Iteration 8Q: 3 clusters Score -766803.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -766950.625000 Penalty: 4336.950195
	Iteration 9Q: 3 clusters Score -766950.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -767092.875000 Penalty: 4336.950195
	Iteration 10Q: 3 clusters Score -767092.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -767213.375000 Penalty: 4336.950195
	Iteration 11Q: 3 clusters Score -767213.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -767327.812500 Penalty: 4336.950195
	Iteration 12Q: 3 clusters Score -767327.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -767416.125000 Penalty: 4336.950195
	Iteration 13Q: 3 clusters Score -767416.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -767486.000000 Penalty: 4336.950195
	Iteration 14Q: 3 clusters Score -767486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -767558.625000 Penalty: 4336.950195
	Iteration 15Q: 3 clusters Score -767558.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -767614.000000 Penalty: 4336.950195
	Iteration 16Q: 3 clusters Score -767614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -767654.687500 Penalty: 4336.950195
	Iteration 17Q: 3 clusters Score -767654.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -767686.000000 Penalty: 4336.950195
	Iteration 18Q: 3 clusters Score -767686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -767710.125000 Penalty: 4336.950195
	Iteration 19Q: 3 clusters Score -767710.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -767733.375000 Penalty: 4336.950195
	Iteration 20F: 3 clusters Score -767733.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -767750.687500 Penalty: 4336.950195
	Iteration 21Q: 3 clusters Score -767750.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -767762.812500 Penalty: 4336.950195
	Iteration 22Q: 3 clusters Score -767762.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -767776.750000 Penalty: 4336.950195
	Iteration 23Q: 3 clusters Score -767776.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -767790.000000 Penalty: 4336.950195
	Iteration 24Q: 3 clusters Score -767790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -767803.062500 Penalty: 4336.950195
	Iteration 25Q: 3 clusters Score -767803.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -767817.312500 Penalty: 4336.950195
	Iteration 26Q: 3 clusters Score -767817.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -767833.000000 Penalty: 4336.950195
	Iteration 27Q: 3 clusters Score -767833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -767842.125000 Penalty: 4336.950195
	Iteration 28Q: 3 clusters Score -767842.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -767858.250000 Penalty: 4336.950195
	Iteration 29Q: 3 clusters Score -767858.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -767872.500000 Penalty: 4336.950195
	Iteration 30Q: 3 clusters Score -767872.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -767886.812500 Penalty: 4336.950195
	Iteration 31Q: 3 clusters Score -767886.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -767899.625000 Penalty: 4336.950195
	Iteration 32Q: 3 clusters Score -767899.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -767909.562500 Penalty: 4336.950195
	Iteration 33Q: 3 clusters Score -767909.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -767923.250000 Penalty: 4336.950195
	Iteration 34Q: 3 clusters Score -767923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -767939.500000 Penalty: 4336.950195
	Iteration 35Q: 3 clusters Score -767939.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -767958.812500 Penalty: 4336.950195
	Iteration 36Q: 3 clusters Score -767958.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -767986.312500 Penalty: 4336.950195
	Iteration 37Q: 3 clusters Score -767986.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -768005.375000 Penalty: 4336.950195
	Iteration 38Q: 3 clusters Score -768005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -768018.937500 Penalty: 4336.950195
	Iteration 39Q: 3 clusters Score -768018.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -768023.312500 Penalty: 4336.950195
	Iteration 40F: 3 clusters Score -768023.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -768030.000000 Penalty: 4336.950195
	Iteration 41Q: 3 clusters Score -768030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -768031.375000 Penalty: 4336.950195
	Iteration 42Q: 3 clusters Score -768031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -768037.250000 Penalty: 4336.950195
	Iteration 43Q: 3 clusters Score -768037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -768039.250000 Penalty: 4336.950195
	Iteration 44Q: 3 clusters Score -768039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -768040.375000 Penalty: 4336.950195
	Iteration 45Q: 3 clusters Score -768040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -768043.500000 Penalty: 4336.950195
	Iteration 46Q: 3 clusters Score -768043.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -768048.062500 Penalty: 4336.950195
	Iteration 47Q: 3 clusters Score -768048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -768048.687500 Penalty: 4336.950195
	Iteration 48Q: 3 clusters Score -768048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -768051.937500 Penalty: 4336.950195
	Iteration 49Q: 3 clusters Score -768051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -768053.875000 Penalty: 4336.950195
	Iteration 50Q: 3 clusters Score -768053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -768053.937500 Penalty: 4336.950195
	Iteration 51Q: 3 clusters Score -768053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -768053.875000 Penalty: 4336.950195
	Iteration 52Q: 3 clusters Score -768053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -768054.750000 Penalty: 4336.950195
	Iteration 53Q: 3 clusters Score -768054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -768055.562500 Penalty: 4336.950195
	Iteration 54Q: 3 clusters Score -768055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -768056.187500 Penalty: 4336.950195
	Iteration 55Q: 3 clusters Score -768056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -768059.437500 Penalty: 4336.950195
	Iteration 56Q: 3 clusters Score -768059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -768059.437500 Penalty: 4336.950195
	Iteration 57F: 3 clusters Score -768059.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Entering Unmasked Estep 
Score: -8581250.000000 Penalty: 2761.913330
	Iteration 0F: 2 clusters Score -8581250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -8535510.000000 Penalty: 5523.826660
	Iteration 0F: 3 clusters Score -8535510 nChanged 31999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -8553212.000000 Penalty: 5523.826660
	Iteration 1F: 3 clusters Score -8553212 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -8553969.000000 Penalty: 5523.826660
	Iteration 2Q: 3 clusters Score -8553969 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -8554790.000000 Penalty: 5523.826660
	Iteration 3Q: 3 clusters Score -8554790 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -8555840.000000 Penalty: 5523.826660
	Iteration 4Q: 3 clusters Score -8555840 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -8557284.000000 Penalty: 5523.826660
	Iteration 5Q: 3 clusters Score -8557284 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -8559073.000000 Penalty: 5523.826660
	Iteration 6Q: 3 clusters Score -8559073 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -8561516.000000 Penalty: 5523.826660
	Iteration 7F: 3 clusters Score -8561516 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -8564303.000000 Penalty: 5523.826660
	Iteration 8F: 3 clusters Score -8564303 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -8566911.000000 Penalty: 5523.826660
	Iteration 9F: 3 clusters Score -8566911 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -8568864.000000 Penalty: 5523.826660
	Iteration 10F: 3 clusters Score -8568864 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -8570094.000000 Penalty: 5523.826660
	Iteration 11Q: 3 clusters Score -8570094 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -8570941.000000 Penalty: 5523.826660
	Iteration 12Q: 3 clusters Score -8570941 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -8571613.000000 Penalty: 5523.826660
	Iteration 13Q: 3 clusters Score -8571613 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -8572122.000000 Penalty: 5523.826660
	Iteration 14Q: 3 clusters Score -8572122 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -8572529.000000 Penalty: 5523.826660
	Iteration 15Q: 3 clusters Score -8572529 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -8572938.000000 Penalty: 5523.826660
	Iteration 16Q: 3 clusters Score -8572938 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -8573240.000000 Penalty: 5523.826660
	Iteration 17Q: 3 clusters Score -8573240 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8573631.000000 Penalty: 5523.826660
	Iteration 18Q: 3 clusters Score -8573631 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8573955.000000 Penalty: 5523.826660
	Iteration 19Q: 3 clusters Score -8573955 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -8574303.000000 Penalty: 5523.826660
	Iteration 20F: 3 clusters Score -8574303 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -8574668.000000 Penalty: 5523.826660
	Iteration 21Q: 3 clusters Score -8574668 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -8574972.000000 Penalty: 5523.826660
	Iteration 22Q: 3 clusters Score -8574972 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -8575351.000000 Penalty: 5523.826660
	Iteration 23Q: 3 clusters Score -8575351 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -8575646.000000 Penalty: 5523.826660
	Iteration 24Q: 3 clusters Score -8575646 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -8575887.000000 Penalty: 5523.826660
	Iteration 25Q: 3 clusters Score -8575887 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -8576152.000000 Penalty: 5523.826660
	Iteration 26Q: 3 clusters Score -8576152 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -8576355.000000 Penalty: 5523.826660
	Iteration 27Q: 3 clusters Score -8576355 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -8576573.000000 Penalty: 5523.826660
	Iteration 28Q: 3 clusters Score -8576573 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -8576719.000000 Penalty: 5523.826660
	Iteration 29Q: 3 clusters Score -8576719 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -8576853.000000 Penalty: 5523.826660
	Iteration 30Q: 3 clusters Score -8576853 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -8577013.000000 Penalty: 5523.826660
	Iteration 31Q: 3 clusters Score -8577013 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -8577155.000000 Penalty: 5523.826660
	Iteration 32Q: 3 clusters Score -8577155 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -8577298.000000 Penalty: 5523.826660
	Iteration 33Q: 3 clusters Score -8577298 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -8577424.000000 Penalty: 5523.826660
	Iteration 34Q: 3 clusters Score -8577424 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8577532.000000 Penalty: 5523.826660
	Iteration 35Q: 3 clusters Score -8577532 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -8577678.000000 Penalty: 5523.826660
	Iteration 36Q: 3 clusters Score -8577678 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -8577765.000000 Penalty: 5523.826660
	Iteration 37Q: 3 clusters Score -8577765 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -8577860.000000 Penalty: 5523.826660
	Iteration 38Q: 3 clusters Score -8577860 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8577957.000000 Penalty: 5523.826660
	Iteration 39Q: 3 clusters Score -8577957 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -8578042.000000 Penalty: 5523.826660
	Iteration 40F: 3 clusters Score -8578042 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8578093.000000 Penalty: 5523.826660
	Iteration 41Q: 3 clusters Score -8578093 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -8578178.000000 Penalty: 5523.826660
	Iteration 42Q: 3 clusters Score -8578178 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -8578234.000000 Penalty: 5523.826660
	Iteration 43Q: 3 clusters Score -8578234 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8578285.000000 Penalty: 5523.826660
	Iteration 44Q: 3 clusters Score -8578285 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8578319.000000 Penalty: 5523.826660
	Iteration 45Q: 3 clusters Score -8578319 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8578375.000000 Penalty: 5523.826660
	Iteration 46Q: 3 clusters Score -8578375 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8578412.000000 Penalty: 5523.826660
	Iteration 47Q: 3 clusters Score -8578412 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8578446.000000 Penalty: 5523.826660
	Iteration 48Q: 3 clusters Score -8578446 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8578498.000000 Penalty: 5523.826660
	Iteration 49Q: 3 clusters Score -8578498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8578543.000000 Penalty: 5523.826660
	Iteration 50Q: 3 clusters Score -8578543 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8578590.000000 Penalty: 5523.826660
	Iteration 51Q: 3 clusters Score -8578590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8578642.000000 Penalty: 5523.826660
	Iteration 52Q: 3 clusters Score -8578642 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8578654.000000 Penalty: 5523.826660
	Iteration 53Q: 3 clusters Score -8578654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8578685.000000 Penalty: 5523.826660
	Iteration 54Q: 3 clusters Score -8578685 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8578716.000000 Penalty: 5523.826660
	Iteration 55Q: 3 clusters Score -8578716 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8578743.000000 Penalty: 5523.826660
	Iteration 56Q: 3 clusters Score -8578743 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8578759.000000 Penalty: 5523.826660
	Iteration 57Q: 3 clusters Score -8578759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8578799.000000 Penalty: 5523.826660
	Iteration 58Q: 3 clusters Score -8578799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8578810.000000 Penalty: 5523.826660
	Iteration 59Q: 3 clusters Score -8578810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8578863.000000 Penalty: 5523.826660
	Iteration 60F: 3 clusters Score -8578863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8578845.000000 Penalty: 5523.826660
	Iteration 61Q: 3 clusters Score -8578845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8578879.000000 Penalty: 5523.826660
	Iteration 62Q: 3 clusters Score -8578879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8578895.000000 Penalty: 5523.826660
	Iteration 63Q: 3 clusters Score -8578895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8578912.000000 Penalty: 5523.826660
	Iteration 64Q: 3 clusters Score -8578912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8578937.000000 Penalty: 5523.826660
	Iteration 65Q: 3 clusters Score -8578937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8578937.000000 Penalty: 5523.826660
	Iteration 66Q: 3 clusters Score -8578937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8578946.000000 Penalty: 5523.826660
	Iteration 67Q: 3 clusters Score -8578946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8578966.000000 Penalty: 5523.826660
	Iteration 68Q: 3 clusters Score -8578966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8578976.000000 Penalty: 5523.826660
	Iteration 69Q: 3 clusters Score -8578976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8579014.000000 Penalty: 5523.826660
	Iteration 70Q: 3 clusters Score -8579014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8579004.000000 Penalty: 5523.826660
	Iteration 71Q: 3 clusters Score -8579004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8579008.000000 Penalty: 5523.826660
	Iteration 72Q: 3 clusters Score -8579008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8579022.000000 Penalty: 5523.826660
	Iteration 73Q: 3 clusters Score -8579022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8579032.000000 Penalty: 5523.826660
	Iteration 74Q: 3 clusters Score -8579032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8579029.000000 Penalty: 5523.826660
	Iteration 75Q: 3 clusters Score -8579029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8579022.000000 Penalty: 5523.826660
	Iteration 76Q: 3 clusters Score -8579022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8579025.000000 Penalty: 5523.826660
	Iteration 77Q: 3 clusters Score -8579025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8579042.000000 Penalty: 5523.826660
	Iteration 78Q: 3 clusters Score -8579042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8579061.000000 Penalty: 5523.826660
	Iteration 79Q: 3 clusters Score -8579061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8579071.000000 Penalty: 5523.826660
	Iteration 80F: 3 clusters Score -8579071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8579079.000000 Penalty: 5523.826660
	Iteration 81Q: 3 clusters Score -8579079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8579076.000000 Penalty: 5523.826660
	Iteration 82Q: 3 clusters Score -8579076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8579090.000000 Penalty: 5523.826660
	Iteration 83Q: 3 clusters Score -8579090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8579090.000000 Penalty: 5523.826660
	Iteration 84Q: 3 clusters Score -8579090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8579089.000000 Penalty: 5523.826660
	Iteration 85Q: 3 clusters Score -8579089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8579099.000000 Penalty: 5523.826660
	Iteration 86Q: 3 clusters Score -8579099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8579094.000000 Penalty: 5523.826660
	Iteration 87Q: 3 clusters Score -8579094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8579104.000000 Penalty: 5523.826660
	Iteration 88Q: 3 clusters Score -8579104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8579111.000000 Penalty: 5523.826660
	Iteration 89Q: 3 clusters Score -8579111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8579123.000000 Penalty: 5523.826660
	Iteration 90Q: 3 clusters Score -8579123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8579137.000000 Penalty: 5523.826660
	Iteration 91Q: 3 clusters Score -8579137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8579141.000000 Penalty: 5523.826660
	Iteration 92Q: 3 clusters Score -8579141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8579131.000000 Penalty: 5523.826660
	Iteration 93Q: 3 clusters Score -8579131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8579134.000000 Penalty: 5523.826660
	Iteration 94Q: 3 clusters Score -8579134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8579142.000000 Penalty: 5523.826660
	Iteration 95Q: 3 clusters Score -8579142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8579141.000000 Penalty: 5523.826660
	Iteration 96Q: 3 clusters Score -8579141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8579140.000000 Penalty: 5523.826660
	Iteration 97Q: 3 clusters Score -8579140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8579140.000000 Penalty: 5523.826660
	Iteration 98Q: 3 clusters Score -8579140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8579138.000000 Penalty: 5523.826660
	Iteration 99Q: 3 clusters Score -8579138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8579132.000000 Penalty: 5523.826660
	Iteration 100F: 3 clusters Score -8579132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8579140.000000 Penalty: 5523.826660
	Iteration 101Q: 3 clusters Score -8579140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8579132.000000 Penalty: 5523.826660
	Iteration 102Q: 3 clusters Score -8579132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8579134.000000 Penalty: 5523.826660
	Iteration 103Q: 3 clusters Score -8579134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8579134.000000 Penalty: 5523.826660
	Iteration 104Q: 3 clusters Score -8579134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8579137.000000 Penalty: 5523.826660
	Iteration 105Q: 3 clusters Score -8579137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8579135.000000 Penalty: 5523.826660
	Iteration 106Q: 3 clusters Score -8579135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8579144.000000 Penalty: 5523.826660
	Iteration 107Q: 3 clusters Score -8579144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8579141.000000 Penalty: 5523.826660
	Iteration 108Q: 3 clusters Score -8579141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8579144.000000 Penalty: 5523.826660
	Iteration 109Q: 3 clusters Score -8579144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8579144.000000 Penalty: 5523.826660
	Iteration 110F: 3 clusters Score -8579144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54756.824219 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -54756.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53355.781250 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53355.78 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53649.968750 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53649.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53829.125000 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -53829.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53965.867188 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -53965.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54072.519531 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -54072.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54150.957031 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54150.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54195.136719 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54195.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54207.570312 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54207.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54210.285156 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54210.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54210.285156 Penalty: 3101.899170
	Iteration 9F: 3 clusters Score -54210.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (227715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227715 members 
Entering Unmasked Estep 
Score: -29096754.000000 Penalty: 3059.290771
	Iteration 0F: 2 clusters Score -2.909675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -28955608.000000 Penalty: 6118.581543
	Iteration 0F: 3 clusters Score -2.895561e+07 nChanged 110062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -29020040.000000 Penalty: 6118.581543
	Iteration 1F: 3 clusters Score -2.902004e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 117433 members 
Entering Unmasked Estep 
Score: -29020988.000000 Penalty: 6118.581543
	Iteration 2Q: 3 clusters Score -2.902099e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108391 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -29021878.000000 Penalty: 6118.581543
	Iteration 3Q: 3 clusters Score -2.902188e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 122220 members 
Entering Unmasked Estep 
Score: -29023136.000000 Penalty: 6118.581543
	Iteration 4Q: 3 clusters Score -2.902314e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 126807 members 
Entering Unmasked Estep 
Score: -29024824.000000 Penalty: 6118.581543
	Iteration 5Q: 3 clusters Score -2.902482e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 133627 members 
Entering Unmasked Estep 
Score: -29028054.000000 Penalty: 6118.581543
	Iteration 6Q: 3 clusters Score -2.902805e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 143286 members 
Entering Unmasked Estep 
Score: -29033550.000000 Penalty: 6118.581543
	Iteration 7Q: 3 clusters Score -2.903355e+07 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 156464 members 
Entering Unmasked Estep 
Score: -29042856.000000 Penalty: 6118.581543
	Iteration 8F: 3 clusters Score -2.904286e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 172404 members 
Entering Unmasked Estep 
Score: -29055672.000000 Penalty: 6118.581543
	Iteration 9F: 3 clusters Score -2.905567e+07 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 187973 members 
Entering Unmasked Estep 
Score: -29068204.000000 Penalty: 6118.581543
	Iteration 10F: 3 clusters Score -2.90682e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 200372 members 
Entering Unmasked Estep 
Score: -29078064.000000 Penalty: 6118.581543
	Iteration 11F: 3 clusters Score -2.907806e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 208756 members 
Entering Unmasked Estep 
Score: -29084302.000000 Penalty: 6118.581543
	Iteration 12Q: 3 clusters Score -2.90843e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 214145 members 
Entering Unmasked Estep 
Score: -29087926.000000 Penalty: 6118.581543
	Iteration 13Q: 3 clusters Score -2.908793e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 217832 members 
Entering Unmasked Estep 
Score: -29090174.000000 Penalty: 6118.581543
	Iteration 14Q: 3 clusters Score -2.909017e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 220330 members 
Entering Unmasked Estep 
Score: -29091496.000000 Penalty: 6118.581543
	Iteration 15Q: 3 clusters Score -2.90915e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 222155 members 
Entering Unmasked Estep 
Score: -29092522.000000 Penalty: 6118.581543
	Iteration 16Q: 3 clusters Score -2.909252e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 223490 members 
Entering Unmasked Estep 
Score: -29093220.000000 Penalty: 6118.581543
	Iteration 17Q: 3 clusters Score -2.909322e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 224421 members 
Entering Unmasked Estep 
Score: -29093598.000000 Penalty: 6118.581543
	Iteration 18Q: 3 clusters Score -2.90936e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 225063 members 
Entering Unmasked Estep 
Score: -29093946.000000 Penalty: 6118.581543
	Iteration 19Q: 3 clusters Score -2.909395e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 225518 members 
Entering Unmasked Estep 
Score: -29094152.000000 Penalty: 6118.581543
	Iteration 20F: 3 clusters Score -2.909415e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 225850 members 
Entering Unmasked Estep 
Score: -29094300.000000 Penalty: 6118.581543
	Iteration 21Q: 3 clusters Score -2.90943e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 226084 members 
Entering Unmasked Estep 
Score: -29094418.000000 Penalty: 6118.581543
	Iteration 22Q: 3 clusters Score -2.909442e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 226247 members 
Entering Unmasked Estep 
Score: -29094432.000000 Penalty: 6118.581543
	Iteration 23Q: 3 clusters Score -2.909443e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 226371 members 
Entering Unmasked Estep 
Score: -29094476.000000 Penalty: 6118.581543
	Iteration 24Q: 3 clusters Score -2.909448e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 226486 members 
Entering Unmasked Estep 
Score: -29094502.000000 Penalty: 6118.581543
	Iteration 25Q: 3 clusters Score -2.90945e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 226585 members 
Entering Unmasked Estep 
Score: -29094504.000000 Penalty: 6118.581543
	Iteration 26Q: 3 clusters Score -2.90945e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 226665 members 
Entering Unmasked Estep 
Score: -29094478.000000 Penalty: 6118.581543
	Iteration 27Q: 3 clusters Score -2.909448e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 226724 members 
Entering Unmasked Estep 
Score: -29094474.000000 Penalty: 6118.581543
	Iteration 28Q: 3 clusters Score -2.909447e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 226764 members 
Entering Unmasked Estep 
Score: -29094488.000000 Penalty: 6118.581543
	Iteration 29Q: 3 clusters Score -2.909449e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 226796 members 
Entering Unmasked Estep 
Score: -29094490.000000 Penalty: 6118.581543
	Iteration 30Q: 3 clusters Score -2.909449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 226824 members 
Entering Unmasked Estep 
Score: -29094494.000000 Penalty: 6118.581543
	Iteration 31Q: 3 clusters Score -2.909449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 226836 members 
Entering Unmasked Estep 
Score: -29094512.000000 Penalty: 6118.581543
	Iteration 32Q: 3 clusters Score -2.909451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 226849 members 
Entering Unmasked Estep 
Score: -29094538.000000 Penalty: 6118.581543
	Iteration 33Q: 3 clusters Score -2.909454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 226864 members 
Entering Unmasked Estep 
Score: -29094536.000000 Penalty: 6118.581543
	Iteration 34Q: 3 clusters Score -2.909454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 226882 members 
Entering Unmasked Estep 
Score: -29094510.000000 Penalty: 6118.581543
	Iteration 35Q: 3 clusters Score -2.909451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 226904 members 
Entering Unmasked Estep 
Score: -29094494.000000 Penalty: 6118.581543
	Iteration 36Q: 3 clusters Score -2.909449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 226910 members 
Entering Unmasked Estep 
Score: -29094510.000000 Penalty: 6118.581543
	Iteration 37Q: 3 clusters Score -2.909451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 226919 members 
Entering Unmasked Estep 
Score: -29094502.000000 Penalty: 6118.581543
	Iteration 38Q: 3 clusters Score -2.90945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 226929 members 
Entering Unmasked Estep 
Score: -29094504.000000 Penalty: 6118.581543
	Iteration 39Q: 3 clusters Score -2.90945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 226935 members 
Entering Unmasked Estep 
Score: -29094546.000000 Penalty: 6118.581543
	Iteration 40F: 3 clusters Score -2.909455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 226941 members 
Entering Unmasked Estep 
Score: -29094532.000000 Penalty: 6118.581543
	Iteration 41Q: 3 clusters Score -2.909453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 226949 members 
Entering Unmasked Estep 
Score: -29094538.000000 Penalty: 6118.581543
	Iteration 42Q: 3 clusters Score -2.909454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 226954 members 
Entering Unmasked Estep 
Score: -29094542.000000 Penalty: 6118.581543
	Iteration 43Q: 3 clusters Score -2.909454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 226961 members 
Entering Unmasked Estep 
Score: -29094518.000000 Penalty: 6118.581543
	Iteration 44Q: 3 clusters Score -2.909452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 226965 members 
Entering Unmasked Estep 
Score: -29094518.000000 Penalty: 6118.581543
	Iteration 45Q: 3 clusters Score -2.909452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 226970 members 
Entering Unmasked Estep 
Score: -29094520.000000 Penalty: 6118.581543
	Iteration 46Q: 3 clusters Score -2.909452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 226974 members 
Entering Unmasked Estep 
Score: -29094544.000000 Penalty: 6118.581543
	Iteration 47Q: 3 clusters Score -2.909454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 226977 members 
Entering Unmasked Estep 
Score: -29094540.000000 Penalty: 6118.581543
	Iteration 48Q: 3 clusters Score -2.909454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 226979 members 
Entering Unmasked Estep 
Score: -29094542.000000 Penalty: 6118.581543
	Iteration 49Q: 3 clusters Score -2.909454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 226980 members 
Entering Unmasked Estep 
Score: -29094540.000000 Penalty: 6118.581543
	Iteration 50Q: 3 clusters Score -2.909454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 226982 members 
Entering Unmasked Estep 
Score: -29094540.000000 Penalty: 6118.581543
	Iteration 51Q: 3 clusters Score -2.909454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 226983 members 
Entering Unmasked Estep 
Score: -29094526.000000 Penalty: 6118.581543
	Iteration 52Q: 3 clusters Score -2.909453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 226983 members 
Entering Unmasked Estep 
Score: -29094526.000000 Penalty: 6118.581543
	Iteration 53F: 3 clusters Score -2.909453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Entering Unmasked Estep 
Score: -2534729.250000 Penalty: 2450.446533
	Iteration 0F: 2 clusters Score -2534729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2520768.000000 Penalty: 4900.893066
	Iteration 0F: 3 clusters Score -2520768 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2525388.750000 Penalty: 4900.893066
	Iteration 1F: 3 clusters Score -2525389 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2525746.500000 Penalty: 4900.893066
	Iteration 2Q: 3 clusters Score -2525746 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2526065.250000 Penalty: 4900.893066
	Iteration 3Q: 3 clusters Score -2526065 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2526411.750000 Penalty: 4900.893066
	Iteration 4Q: 3 clusters Score -2526412 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2526838.250000 Penalty: 4900.893066
	Iteration 5Q: 3 clusters Score -2526838 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2527367.500000 Penalty: 4900.893066
	Iteration 6Q: 3 clusters Score -2527368 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2528129.000000 Penalty: 4900.893066
	Iteration 7F: 3 clusters Score -2528129 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2529042.750000 Penalty: 4900.893066
	Iteration 8F: 3 clusters Score -2529043 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2529933.500000 Penalty: 4900.893066
	Iteration 9F: 3 clusters Score -2529934 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2530747.000000 Penalty: 4900.893066
	Iteration 10F: 3 clusters Score -2530747 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2531350.000000 Penalty: 4900.893066
	Iteration 11Q: 3 clusters Score -2531350 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2531751.500000 Penalty: 4900.893066
	Iteration 12Q: 3 clusters Score -2531752 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2531975.250000 Penalty: 4900.893066
	Iteration 13Q: 3 clusters Score -2531975 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2532136.250000 Penalty: 4900.893066
	Iteration 14Q: 3 clusters Score -2532136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2532235.750000 Penalty: 4900.893066
	Iteration 15Q: 3 clusters Score -2532236 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2532309.500000 Penalty: 4900.893066
	Iteration 16Q: 3 clusters Score -2532310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2532367.750000 Penalty: 4900.893066
	Iteration 17Q: 3 clusters Score -2532368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2532408.750000 Penalty: 4900.893066
	Iteration 18Q: 3 clusters Score -2532409 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2532435.000000 Penalty: 4900.893066
	Iteration 19Q: 3 clusters Score -2532435 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2532465.250000 Penalty: 4900.893066
	Iteration 20F: 3 clusters Score -2532465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2532490.250000 Penalty: 4900.893066
	Iteration 21Q: 3 clusters Score -2532490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2532511.250000 Penalty: 4900.893066
	Iteration 22Q: 3 clusters Score -2532511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2532541.250000 Penalty: 4900.893066
	Iteration 23Q: 3 clusters Score -2532541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2532564.750000 Penalty: 4900.893066
	Iteration 24Q: 3 clusters Score -2532565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2532590.000000 Penalty: 4900.893066
	Iteration 25Q: 3 clusters Score -2532590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2532619.500000 Penalty: 4900.893066
	Iteration 26Q: 3 clusters Score -2532620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2532639.250000 Penalty: 4900.893066
	Iteration 27Q: 3 clusters Score -2532639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2532651.750000 Penalty: 4900.893066
	Iteration 28Q: 3 clusters Score -2532652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2532660.250000 Penalty: 4900.893066
	Iteration 29Q: 3 clusters Score -2532660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2532664.000000 Penalty: 4900.893066
	Iteration 30Q: 3 clusters Score -2532664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2532667.750000 Penalty: 4900.893066
	Iteration 31Q: 3 clusters Score -2532668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2532668.500000 Penalty: 4900.893066
	Iteration 32Q: 3 clusters Score -2532668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2532678.750000 Penalty: 4900.893066
	Iteration 33Q: 3 clusters Score -2532679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2532685.000000 Penalty: 4900.893066
	Iteration 34Q: 3 clusters Score -2532685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2532688.750000 Penalty: 4900.893066
	Iteration 35Q: 3 clusters Score -2532689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2532689.750000 Penalty: 4900.893066
	Iteration 36Q: 3 clusters Score -2532690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2532699.250000 Penalty: 4900.893066
	Iteration 37Q: 3 clusters Score -2532699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2532690.250000 Penalty: 4900.893066
	Iteration 38Q: 3 clusters Score -2532690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2532699.500000 Penalty: 4900.893066
	Iteration 39Q: 3 clusters Score -2532700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2532703.500000 Penalty: 4900.893066
	Iteration 40F: 3 clusters Score -2532704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2532704.500000 Penalty: 4900.893066
	Iteration 41Q: 3 clusters Score -2532704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2532710.750000 Penalty: 4900.893066
	Iteration 42Q: 3 clusters Score -2532711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2532711.250000 Penalty: 4900.893066
	Iteration 43Q: 3 clusters Score -2532711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2532714.000000 Penalty: 4900.893066
	Iteration 44Q: 3 clusters Score -2532714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2532715.500000 Penalty: 4900.893066
	Iteration 45Q: 3 clusters Score -2532716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2532715.500000 Penalty: 4900.893066
	Iteration 46Q: 3 clusters Score -2532716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2532719.250000 Penalty: 4900.893066
	Iteration 47Q: 3 clusters Score -2532719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2532715.750000 Penalty: 4900.893066
	Iteration 48Q: 3 clusters Score -2532716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2532721.500000 Penalty: 4900.893066
	Iteration 49Q: 3 clusters Score -2532722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2532716.000000 Penalty: 4900.893066
	Iteration 50Q: 3 clusters Score -2532716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2532722.750000 Penalty: 4900.893066
	Iteration 51Q: 3 clusters Score -2532723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2532719.750000 Penalty: 4900.893066
	Iteration 52Q: 3 clusters Score -2532720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2532720.750000 Penalty: 4900.893066
	Iteration 53Q: 3 clusters Score -2532721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2532726.750000 Penalty: 4900.893066
	Iteration 54Q: 3 clusters Score -2532727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2532723.750000 Penalty: 4900.893066
	Iteration 55Q: 3 clusters Score -2532724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2532725.750000 Penalty: 4900.893066
	Iteration 56Q: 3 clusters Score -2532726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2532728.750000 Penalty: 4900.893066
	Iteration 57Q: 3 clusters Score -2532729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2532727.250000 Penalty: 4900.893066
	Iteration 58Q: 3 clusters Score -2532727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2532726.000000 Penalty: 4900.893066
	Iteration 59Q: 3 clusters Score -2532726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2532726.000000 Penalty: 4900.893066
	Iteration 60F: 3 clusters Score -2532726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2532727.250000 Penalty: 4900.893066
	Iteration 61Q: 3 clusters Score -2532727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2532728.500000 Penalty: 4900.893066
	Iteration 62Q: 3 clusters Score -2532728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2532728.250000 Penalty: 4900.893066
	Iteration 63Q: 3 clusters Score -2532728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2532733.500000 Penalty: 4900.893066
	Iteration 64Q: 3 clusters Score -2532734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2532735.250000 Penalty: 4900.893066
	Iteration 65Q: 3 clusters Score -2532735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2532737.250000 Penalty: 4900.893066
	Iteration 66Q: 3 clusters Score -2532737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2532737.250000 Penalty: 4900.893066
	Iteration 67F: 3 clusters Score -2532737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166139 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48462 members 
Mstep: Class 12 contains 179611 members 
Mstep: Class 14 contains 46342 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68648 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227715 members 
Mstep: Class 24 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 199Q: 16 clusters Score -9.828591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166139 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48461 members 
Mstep: Class 12 contains 179615 members 
Mstep: Class 14 contains 46341 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68649 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227713 members 
Mstep: Class 24 contains 19550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 200F: 16 clusters Score -9.828586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166141 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48459 members 
Mstep: Class 12 contains 179615 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68650 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227715 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285832.000000 Penalty: 50478.558594
Iteration 201Q: 16 clusters Score -9.828583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166142 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48456 members 
Mstep: Class 12 contains 179615 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68651 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227716 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285816.000000 Penalty: 50478.558594
Iteration 202Q: 16 clusters Score -9.828582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166147 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48455 members 
Mstep: Class 12 contains 179613 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68653 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227712 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285872.000000 Penalty: 50478.558594
Iteration 203Q: 16 clusters Score -9.828587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166148 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48455 members 
Mstep: Class 12 contains 179612 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68654 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227711 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285888.000000 Penalty: 50478.558594
Iteration 204Q: 16 clusters Score -9.828589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166152 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48455 members 
Mstep: Class 12 contains 179610 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68656 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227708 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285944.000000 Penalty: 50478.558594
Iteration 205Q: 16 clusters Score -9.828594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166154 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48455 members 
Mstep: Class 12 contains 179606 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68659 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227706 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 206Q: 16 clusters Score -9.828591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166154 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48456 members 
Mstep: Class 12 contains 179606 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68660 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227704 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285952.000000 Penalty: 50478.558594
Iteration 207Q: 16 clusters Score -9.828595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166154 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48457 members 
Mstep: Class 12 contains 179606 members 
Mstep: Class 14 contains 46339 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68664 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227699 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 208Q: 16 clusters Score -9.828591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166155 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48456 members 
Mstep: Class 12 contains 179610 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68668 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227692 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285936.000000 Penalty: 50478.558594
Iteration 209Q: 16 clusters Score -9.828594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166156 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48454 members 
Mstep: Class 12 contains 179613 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68672 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227687 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285888.000000 Penalty: 50478.558594
Iteration 210Q: 16 clusters Score -9.828589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166159 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48453 members 
Mstep: Class 12 contains 179614 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68677 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227679 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285936.000000 Penalty: 50478.558594
Iteration 211Q: 16 clusters Score -9.828594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166161 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48453 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227675 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285944.000000 Penalty: 50478.558594
Iteration 212Q: 16 clusters Score -9.828594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166163 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48452 members 
Mstep: Class 12 contains 179614 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227676 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285904.000000 Penalty: 50478.558594
Iteration 213Q: 16 clusters Score -9.82859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166163 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48453 members 
Mstep: Class 12 contains 179615 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227674 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285928.000000 Penalty: 50478.558594
Iteration 214Q: 16 clusters Score -9.828593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166165 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48452 members 
Mstep: Class 12 contains 179615 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227673 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285896.000000 Penalty: 50478.558594
Iteration 215Q: 16 clusters Score -9.82859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166166 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48451 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227672 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285896.000000 Penalty: 50478.558594
Iteration 216Q: 16 clusters Score -9.82859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166167 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48451 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227671 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 217Q: 16 clusters Score -9.828591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166168 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48451 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227670 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 218Q: 16 clusters Score -9.828588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166169 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48451 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227669 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 219Q: 16 clusters Score -9.828586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166171 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48451 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227667 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 220F: 16 clusters Score -9.828588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166176 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48450 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227663 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 221Q: 16 clusters Score -9.828588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166180 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48446 members 
Mstep: Class 12 contains 179618 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227662 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 222Q: 16 clusters Score -9.828586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166183 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48445 members 
Mstep: Class 12 contains 179618 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227662 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 223Q: 16 clusters Score -9.828586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166186 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48443 members 
Mstep: Class 12 contains 179617 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227661 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285856.000000 Penalty: 50478.558594
Iteration 224Q: 16 clusters Score -9.828586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166186 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48440 members 
Mstep: Class 12 contains 179617 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227664 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 225Q: 16 clusters Score -9.828588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166187 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48435 members 
Mstep: Class 12 contains 179621 members 
Mstep: Class 14 contains 46337 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68678 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227663 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285888.000000 Penalty: 50478.558594
Iteration 226Q: 16 clusters Score -9.828589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166190 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48431 members 
Mstep: Class 12 contains 179623 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68679 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227662 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285872.000000 Penalty: 50478.558594
Iteration 227Q: 16 clusters Score -9.828587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166191 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 12 contains 179625 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68682 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227661 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 228Q: 16 clusters Score -9.828591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166193 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48424 members 
Mstep: Class 12 contains 179628 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68686 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227655 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285888.000000 Penalty: 50478.558594
Iteration 229Q: 16 clusters Score -9.828589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166194 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48420 members 
Mstep: Class 12 contains 179629 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 68690 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227653 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285872.000000 Penalty: 50478.558594
Iteration 230Q: 16 clusters Score -9.828587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166195 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48415 members 
Mstep: Class 12 contains 179626 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68695 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227655 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 231Q: 16 clusters Score -9.828586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166197 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48409 members 
Mstep: Class 12 contains 179627 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68698 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227655 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285816.000000 Penalty: 50478.558594
Iteration 232Q: 16 clusters Score -9.828582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166197 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48408 members 
Mstep: Class 12 contains 179625 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68701 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227655 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285848.000000 Penalty: 50478.558594
Iteration 233Q: 16 clusters Score -9.828585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166198 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48406 members 
Mstep: Class 12 contains 179622 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68704 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227656 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 234Q: 16 clusters Score -9.828588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166203 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48405 members 
Mstep: Class 12 contains 179620 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68705 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227653 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285872.000000 Penalty: 50478.558594
Iteration 235Q: 16 clusters Score -9.828587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166203 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 12 contains 179619 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68707 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227653 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285848.000000 Penalty: 50478.558594
Iteration 236Q: 16 clusters Score -9.828585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166203 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179616 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68708 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227656 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 237Q: 16 clusters Score -9.828586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166202 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179614 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68712 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227655 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285896.000000 Penalty: 50478.558594
Iteration 238Q: 16 clusters Score -9.82859e+07 nChanged 8
Entering ConstructFrom: 
Score: -98285896.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -115855.804688 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -115855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113952.320312 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -113952.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114424.679688 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -114424.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114722.898438 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -114722.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114957.234375 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -114957.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -115152.242188 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -115152.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115335.023438 Penalty: 3443.309814
	Iteration 5F: 3 clusters Score -115335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115509.546875 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -115509.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115583.507812 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -115583.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115610.531250 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -115610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115638.562500 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -115638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115657.476562 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -115657.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115682.046875 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -115682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115693.632812 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -115693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115700.757812 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -115700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115707.281250 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -115707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -115720.148438 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -115720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -115741.429688 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -115741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115750.890625 Penalty: 3443.309814
	Iteration 17Q: 3 clusters Score -115750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115752.117188 Penalty: 3443.309814
	Iteration 18Q: 3 clusters Score -115752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115757.835938 Penalty: 3443.309814
	Iteration 19Q: 3 clusters Score -115757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -115757.835938 Penalty: 3443.309814
	Iteration 20F: 3 clusters Score -115757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -47730.136719 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -47730.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46226.964844 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -46226.96 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46507.367188 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -46507.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46695.335938 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -46695.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46907.539062 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -46907.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47072.148438 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -47072.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47181.429688 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -47181.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47248.156250 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -47248.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47294.625000 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -47294.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47333.210938 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -47333.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47355.503906 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -47355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47368.652344 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -47368.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47375.867188 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -47375.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47397.140625 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -47397.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47413.550781 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -47413.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47419.953125 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -47419.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47435.343750 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -47435.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47466.484375 Penalty: 3057.004150
	Iteration 16Q: 3 clusters Score -47466.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47505.128906 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -47505.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47510.304688 Penalty: 3057.004150
	Iteration 18Q: 3 clusters Score -47510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47513.250000 Penalty: 3057.004150
	Iteration 19Q: 3 clusters Score -47513.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47529.015625 Penalty: 3057.004150
	Iteration 20F: 3 clusters Score -47529.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47554.195312 Penalty: 3057.004150
	Iteration 21Q: 3 clusters Score -47554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47562.574219 Penalty: 3057.004150
	Iteration 22Q: 3 clusters Score -47562.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47562.574219 Penalty: 3057.004150
	Iteration 23F: 3 clusters Score -47562.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -59592.328125 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -59592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58048.039062 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -58048.04 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58442.304688 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -58442.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58647.156250 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -58647.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58861.222656 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -58861.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59011.500000 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -59011.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59104.300781 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -59104.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59139.835938 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -59139.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59164.484375 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -59164.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59183.238281 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -59183.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59191.066406 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -59191.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59195.644531 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -59195.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59195.644531 Penalty: 3143.065674
	Iteration 11F: 3 clusters Score -59195.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (166204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Entering Unmasked Estep 
Score: -21283818.000000 Penalty: 2981.200928
	Iteration 0F: 2 clusters Score -2.128382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -21173422.000000 Penalty: 5962.401855
	Iteration 0F: 3 clusters Score -2.117342e+07 nChanged 79768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -21219564.000000 Penalty: 5962.401855
	Iteration 1F: 3 clusters Score -2.121956e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84779 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -21220622.000000 Penalty: 5962.401855
	Iteration 2Q: 3 clusters Score -2.122062e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -21222050.000000 Penalty: 5962.401855
	Iteration 3Q: 3 clusters Score -2.122205e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -21224262.000000 Penalty: 5962.401855
	Iteration 4Q: 3 clusters Score -2.122426e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -21227548.000000 Penalty: 5962.401855
	Iteration 5Q: 3 clusters Score -2.122755e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -21232924.000000 Penalty: 5962.401855
	Iteration 6F: 3 clusters Score -2.123292e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -21241168.000000 Penalty: 5962.401855
	Iteration 7F: 3 clusters Score -2.124117e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107801 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -21252270.000000 Penalty: 5962.401855
	Iteration 8F: 3 clusters Score -2.125227e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -21262470.000000 Penalty: 5962.401855
	Iteration 9F: 3 clusters Score -2.126247e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117621 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -21267306.000000 Penalty: 5962.401855
	Iteration 10Q: 3 clusters Score -2.126731e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -21269292.000000 Penalty: 5962.401855
	Iteration 11Q: 3 clusters Score -2.126929e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -21270586.000000 Penalty: 5962.401855
	Iteration 12Q: 3 clusters Score -2.127059e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -21271726.000000 Penalty: 5962.401855
	Iteration 13Q: 3 clusters Score -2.127173e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128294 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -21272676.000000 Penalty: 5962.401855
	Iteration 14Q: 3 clusters Score -2.127268e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -21273384.000000 Penalty: 5962.401855
	Iteration 15Q: 3 clusters Score -2.127338e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132724 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -21274014.000000 Penalty: 5962.401855
	Iteration 16Q: 3 clusters Score -2.127401e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -21274666.000000 Penalty: 5962.401855
	Iteration 17Q: 3 clusters Score -2.127467e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136762 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -21275224.000000 Penalty: 5962.401855
	Iteration 18Q: 3 clusters Score -2.127522e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -21275748.000000 Penalty: 5962.401855
	Iteration 19Q: 3 clusters Score -2.127575e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -21276196.000000 Penalty: 5962.401855
	Iteration 20F: 3 clusters Score -2.12762e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -21276726.000000 Penalty: 5962.401855
	Iteration 21Q: 3 clusters Score -2.127673e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143860 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -21277258.000000 Penalty: 5962.401855
	Iteration 22Q: 3 clusters Score -2.127726e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145448 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -21277676.000000 Penalty: 5962.401855
	Iteration 23Q: 3 clusters Score -2.127768e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -21278148.000000 Penalty: 5962.401855
	Iteration 24Q: 3 clusters Score -2.127815e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -21278626.000000 Penalty: 5962.401855
	Iteration 25Q: 3 clusters Score -2.127863e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -21278972.000000 Penalty: 5962.401855
	Iteration 26Q: 3 clusters Score -2.127897e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -21279286.000000 Penalty: 5962.401855
	Iteration 27Q: 3 clusters Score -2.127929e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -21279686.000000 Penalty: 5962.401855
	Iteration 28Q: 3 clusters Score -2.127969e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153303 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -21279992.000000 Penalty: 5962.401855
	Iteration 29Q: 3 clusters Score -2.127999e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -21280292.000000 Penalty: 5962.401855
	Iteration 30Q: 3 clusters Score -2.128029e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -21280474.000000 Penalty: 5962.401855
	Iteration 31Q: 3 clusters Score -2.128047e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -21280726.000000 Penalty: 5962.401855
	Iteration 32Q: 3 clusters Score -2.128073e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156882 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -21281004.000000 Penalty: 5962.401855
	Iteration 33Q: 3 clusters Score -2.1281e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -21281190.000000 Penalty: 5962.401855
	Iteration 34Q: 3 clusters Score -2.128119e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158238 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -21281394.000000 Penalty: 5962.401855
	Iteration 35Q: 3 clusters Score -2.128139e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -21281558.000000 Penalty: 5962.401855
	Iteration 36Q: 3 clusters Score -2.128156e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -21281704.000000 Penalty: 5962.401855
	Iteration 37Q: 3 clusters Score -2.12817e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -21281776.000000 Penalty: 5962.401855
	Iteration 38Q: 3 clusters Score -2.128178e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -21281840.000000 Penalty: 5962.401855
	Iteration 39Q: 3 clusters Score -2.128184e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160515 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -21281956.000000 Penalty: 5962.401855
	Iteration 40F: 3 clusters Score -2.128196e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -21282090.000000 Penalty: 5962.401855
	Iteration 41Q: 3 clusters Score -2.128209e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -21282100.000000 Penalty: 5962.401855
	Iteration 42Q: 3 clusters Score -2.12821e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161291 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -21282174.000000 Penalty: 5962.401855
	Iteration 43Q: 3 clusters Score -2.128217e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -21282206.000000 Penalty: 5962.401855
	Iteration 44Q: 3 clusters Score -2.128221e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -21282214.000000 Penalty: 5962.401855
	Iteration 45Q: 3 clusters Score -2.128221e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -21282222.000000 Penalty: 5962.401855
	Iteration 46Q: 3 clusters Score -2.128222e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -21282212.000000 Penalty: 5962.401855
	Iteration 47Q: 3 clusters Score -2.128221e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162004 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21282222.000000 Penalty: 5962.401855
	Iteration 48Q: 3 clusters Score -2.128222e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162093 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -21282200.000000 Penalty: 5962.401855
	Iteration 49Q: 3 clusters Score -2.12822e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -21282180.000000 Penalty: 5962.401855
	Iteration 50Q: 3 clusters Score -2.128218e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162260 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21282206.000000 Penalty: 5962.401855
	Iteration 51Q: 3 clusters Score -2.128221e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -21282226.000000 Penalty: 5962.401855
	Iteration 52Q: 3 clusters Score -2.128223e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162416 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -21282252.000000 Penalty: 5962.401855
	Iteration 53Q: 3 clusters Score -2.128225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -21282262.000000 Penalty: 5962.401855
	Iteration 54Q: 3 clusters Score -2.128226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162518 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -21282278.000000 Penalty: 5962.401855
	Iteration 55Q: 3 clusters Score -2.128228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -21282290.000000 Penalty: 5962.401855
	Iteration 56Q: 3 clusters Score -2.128229e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162604 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21282296.000000 Penalty: 5962.401855
	Iteration 57Q: 3 clusters Score -2.12823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21282288.000000 Penalty: 5962.401855
	Iteration 58Q: 3 clusters Score -2.128229e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21282292.000000 Penalty: 5962.401855
	Iteration 59Q: 3 clusters Score -2.128229e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -21282296.000000 Penalty: 5962.401855
	Iteration 60F: 3 clusters Score -2.12823e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162771 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -21282318.000000 Penalty: 5962.401855
	Iteration 61Q: 3 clusters Score -2.128232e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -21282342.000000 Penalty: 5962.401855
	Iteration 62Q: 3 clusters Score -2.128234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -21282380.000000 Penalty: 5962.401855
	Iteration 63Q: 3 clusters Score -2.128238e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162890 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -21282394.000000 Penalty: 5962.401855
	Iteration 64Q: 3 clusters Score -2.128239e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162938 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -21282394.000000 Penalty: 5962.401855
	Iteration 65Q: 3 clusters Score -2.128239e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -21282416.000000 Penalty: 5962.401855
	Iteration 66Q: 3 clusters Score -2.128242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -21282426.000000 Penalty: 5962.401855
	Iteration 67Q: 3 clusters Score -2.128243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21282450.000000 Penalty: 5962.401855
	Iteration 68Q: 3 clusters Score -2.128245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21282448.000000 Penalty: 5962.401855
	Iteration 69Q: 3 clusters Score -2.128245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163087 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -21282428.000000 Penalty: 5962.401855
	Iteration 70Q: 3 clusters Score -2.128243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -21282430.000000 Penalty: 5962.401855
	Iteration 71Q: 3 clusters Score -2.128243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -21282440.000000 Penalty: 5962.401855
	Iteration 72Q: 3 clusters Score -2.128244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163158 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -21282472.000000 Penalty: 5962.401855
	Iteration 73Q: 3 clusters Score -2.128247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21282446.000000 Penalty: 5962.401855
	Iteration 74Q: 3 clusters Score -2.128245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -21282448.000000 Penalty: 5962.401855
	Iteration 75Q: 3 clusters Score -2.128245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21282444.000000 Penalty: 5962.401855
	Iteration 76Q: 3 clusters Score -2.128244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -21282454.000000 Penalty: 5962.401855
	Iteration 77Q: 3 clusters Score -2.128245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163196 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21282454.000000 Penalty: 5962.401855
	Iteration 78Q: 3 clusters Score -2.128245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -21282476.000000 Penalty: 5962.401855
	Iteration 79Q: 3 clusters Score -2.128248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -21282476.000000 Penalty: 5962.401855
	Iteration 80F: 3 clusters Score -2.128248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -21282460.000000 Penalty: 5962.401855
	Iteration 81Q: 3 clusters Score -2.128246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21282470.000000 Penalty: 5962.401855
	Iteration 82Q: 3 clusters Score -2.128247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21282464.000000 Penalty: 5962.401855
	Iteration 83Q: 3 clusters Score -2.128246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21282460.000000 Penalty: 5962.401855
	Iteration 84Q: 3 clusters Score -2.128246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -21282466.000000 Penalty: 5962.401855
	Iteration 85Q: 3 clusters Score -2.128247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163263 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21282448.000000 Penalty: 5962.401855
	Iteration 86Q: 3 clusters Score -2.128245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163265 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21282460.000000 Penalty: 5962.401855
	Iteration 87Q: 3 clusters Score -2.128246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -21282478.000000 Penalty: 5962.401855
	Iteration 88Q: 3 clusters Score -2.128248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163279 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21282492.000000 Penalty: 5962.401855
	Iteration 89Q: 3 clusters Score -2.128249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21282502.000000 Penalty: 5962.401855
	Iteration 90Q: 3 clusters Score -2.12825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21282498.000000 Penalty: 5962.401855
	Iteration 91Q: 3 clusters Score -2.12825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163309 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21282488.000000 Penalty: 5962.401855
	Iteration 92Q: 3 clusters Score -2.128249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -21282476.000000 Penalty: 5962.401855
	Iteration 93Q: 3 clusters Score -2.128248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163326 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21282498.000000 Penalty: 5962.401855
	Iteration 94Q: 3 clusters Score -2.12825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21282508.000000 Penalty: 5962.401855
	Iteration 95Q: 3 clusters Score -2.128251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -21282482.000000 Penalty: 5962.401855
	Iteration 96Q: 3 clusters Score -2.128248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163346 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -21282480.000000 Penalty: 5962.401855
	Iteration 97Q: 3 clusters Score -2.128248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -21282504.000000 Penalty: 5962.401855
	Iteration 98Q: 3 clusters Score -2.12825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163357 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -21282506.000000 Penalty: 5962.401855
	Iteration 99Q: 3 clusters Score -2.128251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163362 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -21282510.000000 Penalty: 5962.401855
	Iteration 100F: 3 clusters Score -2.128251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21282490.000000 Penalty: 5962.401855
	Iteration 101Q: 3 clusters Score -2.128249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21282478.000000 Penalty: 5962.401855
	Iteration 102Q: 3 clusters Score -2.128248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -21282488.000000 Penalty: 5962.401855
	Iteration 103Q: 3 clusters Score -2.128249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -21282472.000000 Penalty: 5962.401855
	Iteration 104Q: 3 clusters Score -2.128247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163387 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -21282474.000000 Penalty: 5962.401855
	Iteration 105Q: 3 clusters Score -2.128247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21282472.000000 Penalty: 5962.401855
	Iteration 106Q: 3 clusters Score -2.128247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21282476.000000 Penalty: 5962.401855
	Iteration 107Q: 3 clusters Score -2.128248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21282476.000000 Penalty: 5962.401855
	Iteration 108F: 3 clusters Score -2.128248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 2332.807617
	Iteration 0F: 2 clusters Score -1473657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1464676.750000 Penalty: 4665.615234
	Iteration 0F: 3 clusters Score -1464677 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1467333.375000 Penalty: 4665.615234
	Iteration 1F: 3 clusters Score -1467333 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1467643.750000 Penalty: 4665.615234
	Iteration 2F: 3 clusters Score -1467644 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1467886.625000 Penalty: 4665.615234
	Iteration 3Q: 3 clusters Score -1467887 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1468087.625000 Penalty: 4665.615234
	Iteration 4Q: 3 clusters Score -1468088 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1468230.250000 Penalty: 4665.615234
	Iteration 5Q: 3 clusters Score -1468230 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1468375.000000 Penalty: 4665.615234
	Iteration 6Q: 3 clusters Score -1468375 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1468530.375000 Penalty: 4665.615234
	Iteration 7Q: 3 clusters Score -1468530 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1468694.000000 Penalty: 4665.615234
	Iteration 8Q: 3 clusters Score -1468694 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1468874.750000 Penalty: 4665.615234
	Iteration 9Q: 3 clusters Score -1468875 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1469075.125000 Penalty: 4665.615234
	Iteration 10Q: 3 clusters Score -1469075 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1469291.375000 Penalty: 4665.615234
	Iteration 11Q: 3 clusters Score -1469291 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1469544.625000 Penalty: 4665.615234
	Iteration 12Q: 3 clusters Score -1469545 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1469815.000000 Penalty: 4665.615234
	Iteration 13Q: 3 clusters Score -1469815 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1470032.500000 Penalty: 4665.615234
	Iteration 14Q: 3 clusters Score -1470032 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1470209.375000 Penalty: 4665.615234
	Iteration 15Q: 3 clusters Score -1470209 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1470357.875000 Penalty: 4665.615234
	Iteration 16Q: 3 clusters Score -1470358 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1470467.250000 Penalty: 4665.615234
	Iteration 17Q: 3 clusters Score -1470467 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1470556.000000 Penalty: 4665.615234
	Iteration 18Q: 3 clusters Score -1470556 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1470637.000000 Penalty: 4665.615234
	Iteration 19Q: 3 clusters Score -1470637 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1470695.750000 Penalty: 4665.615234
	Iteration 20F: 3 clusters Score -1470696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1470758.500000 Penalty: 4665.615234
	Iteration 21Q: 3 clusters Score -1470758 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1470817.375000 Penalty: 4665.615234
	Iteration 22Q: 3 clusters Score -1470817 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1470869.875000 Penalty: 4665.615234
	Iteration 23Q: 3 clusters Score -1470870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1470932.375000 Penalty: 4665.615234
	Iteration 24Q: 3 clusters Score -1470932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1470993.375000 Penalty: 4665.615234
	Iteration 25Q: 3 clusters Score -1470993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1471040.375000 Penalty: 4665.615234
	Iteration 26Q: 3 clusters Score -1471040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1471090.625000 Penalty: 4665.615234
	Iteration 27Q: 3 clusters Score -1471091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1471150.500000 Penalty: 4665.615234
	Iteration 28Q: 3 clusters Score -1471150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1471209.250000 Penalty: 4665.615234
	Iteration 29Q: 3 clusters Score -1471209 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1471256.750000 Penalty: 4665.615234
	Iteration 30Q: 3 clusters Score -1471257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1471294.750000 Penalty: 4665.615234
	Iteration 31Q: 3 clusters Score -1471295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1471320.375000 Penalty: 4665.615234
	Iteration 32Q: 3 clusters Score -1471320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1471355.625000 Penalty: 4665.615234
	Iteration 33Q: 3 clusters Score -1471356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1471382.250000 Penalty: 4665.615234
	Iteration 34Q: 3 clusters Score -1471382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1471408.875000 Penalty: 4665.615234
	Iteration 35Q: 3 clusters Score -1471409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1471429.250000 Penalty: 4665.615234
	Iteration 36Q: 3 clusters Score -1471429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1471450.375000 Penalty: 4665.615234
	Iteration 37Q: 3 clusters Score -1471450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1471462.250000 Penalty: 4665.615234
	Iteration 38Q: 3 clusters Score -1471462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1471474.000000 Penalty: 4665.615234
	Iteration 39Q: 3 clusters Score -1471474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1471495.250000 Penalty: 4665.615234
	Iteration 40F: 3 clusters Score -1471495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1471503.625000 Penalty: 4665.615234
	Iteration 41Q: 3 clusters Score -1471504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1471514.875000 Penalty: 4665.615234
	Iteration 42Q: 3 clusters Score -1471515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1471525.750000 Penalty: 4665.615234
	Iteration 43Q: 3 clusters Score -1471526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1471534.875000 Penalty: 4665.615234
	Iteration 44Q: 3 clusters Score -1471535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1471542.375000 Penalty: 4665.615234
	Iteration 45Q: 3 clusters Score -1471542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1471545.500000 Penalty: 4665.615234
	Iteration 46Q: 3 clusters Score -1471546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1471552.875000 Penalty: 4665.615234
	Iteration 47Q: 3 clusters Score -1471553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1471559.875000 Penalty: 4665.615234
	Iteration 48Q: 3 clusters Score -1471560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1471571.625000 Penalty: 4665.615234
	Iteration 49Q: 3 clusters Score -1471572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1471583.375000 Penalty: 4665.615234
	Iteration 50Q: 3 clusters Score -1471583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1471590.750000 Penalty: 4665.615234
	Iteration 51Q: 3 clusters Score -1471591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1471592.500000 Penalty: 4665.615234
	Iteration 52Q: 3 clusters Score -1471592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1471598.375000 Penalty: 4665.615234
	Iteration 53Q: 3 clusters Score -1471598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1471605.500000 Penalty: 4665.615234
	Iteration 54Q: 3 clusters Score -1471606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1471610.750000 Penalty: 4665.615234
	Iteration 55Q: 3 clusters Score -1471611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1471620.000000 Penalty: 4665.615234
	Iteration 56Q: 3 clusters Score -1471620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1471622.500000 Penalty: 4665.615234
	Iteration 57Q: 3 clusters Score -1471622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1471625.875000 Penalty: 4665.615234
	Iteration 58Q: 3 clusters Score -1471626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1471632.625000 Penalty: 4665.615234
	Iteration 59Q: 3 clusters Score -1471633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1471635.875000 Penalty: 4665.615234
	Iteration 60F: 3 clusters Score -1471636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1471640.000000 Penalty: 4665.615234
	Iteration 61Q: 3 clusters Score -1471640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1471641.125000 Penalty: 4665.615234
	Iteration 62Q: 3 clusters Score -1471641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1471641.125000 Penalty: 4665.615234
	Iteration 63Q: 3 clusters Score -1471641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1471640.125000 Penalty: 4665.615234
	Iteration 64Q: 3 clusters Score -1471640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1471640.375000 Penalty: 4665.615234
	Iteration 65Q: 3 clusters Score -1471640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1471641.125000 Penalty: 4665.615234
	Iteration 66Q: 3 clusters Score -1471641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1471641.125000 Penalty: 4665.615234
	Iteration 67F: 3 clusters Score -1471641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -83931.585938 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -83931.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82169.648438 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -82169.65 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82472.953125 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -82472.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82669.421875 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -82669.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82833.804688 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -82833.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82999.156250 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -82999.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83200.890625 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -83200.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83470.117188 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -83470.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83613.343750 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -83613.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83711.648438 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -83711.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83860.203125 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -83860.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83940.632812 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -83940.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84007.648438 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -84007.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84040.437500 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -84040.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84074.257812 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -84074.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84088.703125 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -84088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84091.062500 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -84091.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84091.062500 Penalty: 3301.736328
	Iteration 16F: 3 clusters Score -84091.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 166204 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179614 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68718 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227647 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
Score: -98284232.000000 Penalty: 53843.792969
Splitting cluster 7 changes total score from -98285896.000000 to -98284232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (48403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Entering Unmasked Estep 
Score: -6242043.000000 Penalty: 2675.254639
	Iteration 0F: 2 clusters Score -6242043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -6209448.000000 Penalty: 5350.509277
	Iteration 0F: 3 clusters Score -6209448 nChanged 22372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -6221617.000000 Penalty: 5350.509277
	Iteration 1F: 3 clusters Score -6221617 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -6222107.500000 Penalty: 5350.509277
	Iteration 2Q: 3 clusters Score -6222108 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -6222632.500000 Penalty: 5350.509277
	Iteration 3Q: 3 clusters Score -6222632 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6223257.500000 Penalty: 5350.509277
	Iteration 4Q: 3 clusters Score -6223258 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -6224120.500000 Penalty: 5350.509277
	Iteration 5Q: 3 clusters Score -6224120 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -6225356.000000 Penalty: 5350.509277
	Iteration 6Q: 3 clusters Score -6225356 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -6227056.000000 Penalty: 5350.509277
	Iteration 7F: 3 clusters Score -6227056 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -6229336.500000 Penalty: 5350.509277
	Iteration 8F: 3 clusters Score -6229336 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -6231971.500000 Penalty: 5350.509277
	Iteration 9F: 3 clusters Score -6231972 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -6234286.500000 Penalty: 5350.509277
	Iteration 10F: 3 clusters Score -6234286 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -6236048.500000 Penalty: 5350.509277
	Iteration 11Q: 3 clusters Score -6236048 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -6237300.000000 Penalty: 5350.509277
	Iteration 12Q: 3 clusters Score -6237300 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6238200.000000 Penalty: 5350.509277
	Iteration 13Q: 3 clusters Score -6238200 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6238739.500000 Penalty: 5350.509277
	Iteration 14Q: 3 clusters Score -6238740 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6239050.500000 Penalty: 5350.509277
	Iteration 15Q: 3 clusters Score -6239050 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6239254.000000 Penalty: 5350.509277
	Iteration 16Q: 3 clusters Score -6239254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6239352.500000 Penalty: 5350.509277
	Iteration 17Q: 3 clusters Score -6239352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6239411.000000 Penalty: 5350.509277
	Iteration 18Q: 3 clusters Score -6239411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6239481.500000 Penalty: 5350.509277
	Iteration 19Q: 3 clusters Score -6239482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6239543.500000 Penalty: 5350.509277
	Iteration 20F: 3 clusters Score -6239544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6239588.500000 Penalty: 5350.509277
	Iteration 21Q: 3 clusters Score -6239588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6239621.000000 Penalty: 5350.509277
	Iteration 22Q: 3 clusters Score -6239621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6239638.000000 Penalty: 5350.509277
	Iteration 23Q: 3 clusters Score -6239638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6239661.500000 Penalty: 5350.509277
	Iteration 24Q: 3 clusters Score -6239662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6239675.500000 Penalty: 5350.509277
	Iteration 25Q: 3 clusters Score -6239676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6239681.500000 Penalty: 5350.509277
	Iteration 26Q: 3 clusters Score -6239682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6239713.000000 Penalty: 5350.509277
	Iteration 27Q: 3 clusters Score -6239713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6239721.500000 Penalty: 5350.509277
	Iteration 28Q: 3 clusters Score -6239722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6239733.500000 Penalty: 5350.509277
	Iteration 29Q: 3 clusters Score -6239734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6239747.000000 Penalty: 5350.509277
	Iteration 30Q: 3 clusters Score -6239747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6239760.000000 Penalty: 5350.509277
	Iteration 31Q: 3 clusters Score -6239760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6239766.500000 Penalty: 5350.509277
	Iteration 32Q: 3 clusters Score -6239766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6239767.000000 Penalty: 5350.509277
	Iteration 33Q: 3 clusters Score -6239767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6239776.500000 Penalty: 5350.509277
	Iteration 34Q: 3 clusters Score -6239776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6239782.500000 Penalty: 5350.509277
	Iteration 35Q: 3 clusters Score -6239782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6239781.000000 Penalty: 5350.509277
	Iteration 36Q: 3 clusters Score -6239781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6239783.000000 Penalty: 5350.509277
	Iteration 37Q: 3 clusters Score -6239783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6239783.500000 Penalty: 5350.509277
	Iteration 38Q: 3 clusters Score -6239784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6239786.000000 Penalty: 5350.509277
	Iteration 39Q: 3 clusters Score -6239786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6239795.000000 Penalty: 5350.509277
	Iteration 40F: 3 clusters Score -6239795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6239795.000000 Penalty: 5350.509277
	Iteration 41Q: 3 clusters Score -6239795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6239793.500000 Penalty: 5350.509277
	Iteration 42Q: 3 clusters Score -6239794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6239796.000000 Penalty: 5350.509277
	Iteration 43Q: 3 clusters Score -6239796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6239795.000000 Penalty: 5350.509277
	Iteration 44Q: 3 clusters Score -6239795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6239792.500000 Penalty: 5350.509277
	Iteration 45Q: 3 clusters Score -6239792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6239795.500000 Penalty: 5350.509277
	Iteration 46Q: 3 clusters Score -6239796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6239797.500000 Penalty: 5350.509277
	Iteration 47Q: 3 clusters Score -6239798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6239797.500000 Penalty: 5350.509277
	Iteration 48Q: 3 clusters Score -6239798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6239797.500000 Penalty: 5350.509277
	Iteration 49F: 3 clusters Score -6239798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (179614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179614 members 
Entering Unmasked Estep 
Score: -22950346.000000 Penalty: 3000.444092
	Iteration 0F: 2 clusters Score -2.295035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89770 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -22834276.000000 Penalty: 6000.888184
	Iteration 0F: 3 clusters Score -2.283428e+07 nChanged 86427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -22884560.000000 Penalty: 6000.888184
	Iteration 1F: 3 clusters Score -2.288456e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -22885970.000000 Penalty: 6000.888184
	Iteration 2Q: 3 clusters Score -2.288597e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -22887800.000000 Penalty: 6000.888184
	Iteration 3Q: 3 clusters Score -2.28878e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -22890700.000000 Penalty: 6000.888184
	Iteration 4Q: 3 clusters Score -2.28907e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -22895094.000000 Penalty: 6000.888184
	Iteration 5Q: 3 clusters Score -2.289509e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -22901830.000000 Penalty: 6000.888184
	Iteration 6F: 3 clusters Score -2.290183e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 96241 members 
Entering Unmasked Estep 
Score: -22910472.000000 Penalty: 6000.888184
	Iteration 7F: 3 clusters Score -2.291047e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -22918934.000000 Penalty: 6000.888184
	Iteration 8F: 3 clusters Score -2.291893e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -22925538.000000 Penalty: 6000.888184
	Iteration 9F: 3 clusters Score -2.292554e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -22929382.000000 Penalty: 6000.888184
	Iteration 10Q: 3 clusters Score -2.292938e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 105961 members 
Entering Unmasked Estep 
Score: -22931384.000000 Penalty: 6000.888184
	Iteration 11Q: 3 clusters Score -2.293138e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -22932182.000000 Penalty: 6000.888184
	Iteration 12Q: 3 clusters Score -2.293218e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -22932782.000000 Penalty: 6000.888184
	Iteration 13Q: 3 clusters Score -2.293278e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -22933348.000000 Penalty: 6000.888184
	Iteration 14Q: 3 clusters Score -2.293335e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -22933956.000000 Penalty: 6000.888184
	Iteration 15Q: 3 clusters Score -2.293396e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64764 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -22934422.000000 Penalty: 6000.888184
	Iteration 16Q: 3 clusters Score -2.293442e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -22934824.000000 Penalty: 6000.888184
	Iteration 17Q: 3 clusters Score -2.293482e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 118514 members 
Entering Unmasked Estep 
Score: -22935364.000000 Penalty: 6000.888184
	Iteration 18Q: 3 clusters Score -2.293536e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 120413 members 
Entering Unmasked Estep 
Score: -22935856.000000 Penalty: 6000.888184
	Iteration 19Q: 3 clusters Score -2.293586e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 122438 members 
Entering Unmasked Estep 
Score: -22936220.000000 Penalty: 6000.888184
	Iteration 20F: 3 clusters Score -2.293622e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 124400 members 
Entering Unmasked Estep 
Score: -22936678.000000 Penalty: 6000.888184
	Iteration 21Q: 3 clusters Score -2.293668e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -22937242.000000 Penalty: 6000.888184
	Iteration 22Q: 3 clusters Score -2.293724e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -22937668.000000 Penalty: 6000.888184
	Iteration 23Q: 3 clusters Score -2.293767e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -22938082.000000 Penalty: 6000.888184
	Iteration 24Q: 3 clusters Score -2.293808e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 132289 members 
Entering Unmasked Estep 
Score: -22938462.000000 Penalty: 6000.888184
	Iteration 25Q: 3 clusters Score -2.293846e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 134369 members 
Entering Unmasked Estep 
Score: -22939000.000000 Penalty: 6000.888184
	Iteration 26Q: 3 clusters Score -2.2939e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -22939532.000000 Penalty: 6000.888184
	Iteration 27Q: 3 clusters Score -2.293953e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 138722 members 
Entering Unmasked Estep 
Score: -22939994.000000 Penalty: 6000.888184
	Iteration 28Q: 3 clusters Score -2.293999e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -22940512.000000 Penalty: 6000.888184
	Iteration 29Q: 3 clusters Score -2.294051e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 143419 members 
Entering Unmasked Estep 
Score: -22940958.000000 Penalty: 6000.888184
	Iteration 30Q: 3 clusters Score -2.294096e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -22941594.000000 Penalty: 6000.888184
	Iteration 31Q: 3 clusters Score -2.294159e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 148235 members 
Entering Unmasked Estep 
Score: -22942298.000000 Penalty: 6000.888184
	Iteration 32Q: 3 clusters Score -2.29423e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -22943050.000000 Penalty: 6000.888184
	Iteration 33Q: 3 clusters Score -2.294305e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 153268 members 
Entering Unmasked Estep 
Score: -22943892.000000 Penalty: 6000.888184
	Iteration 34Q: 3 clusters Score -2.294389e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -22944600.000000 Penalty: 6000.888184
	Iteration 35Q: 3 clusters Score -2.29446e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -22945480.000000 Penalty: 6000.888184
	Iteration 36Q: 3 clusters Score -2.294548e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 160848 members 
Entering Unmasked Estep 
Score: -22946344.000000 Penalty: 6000.888184
	Iteration 37Q: 3 clusters Score -2.294634e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -22947026.000000 Penalty: 6000.888184
	Iteration 38Q: 3 clusters Score -2.294703e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -22947648.000000 Penalty: 6000.888184
	Iteration 39Q: 3 clusters Score -2.294765e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -22948136.000000 Penalty: 6000.888184
	Iteration 40F: 3 clusters Score -2.294814e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -22948602.000000 Penalty: 6000.888184
	Iteration 41Q: 3 clusters Score -2.29486e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -22948844.000000 Penalty: 6000.888184
	Iteration 42Q: 3 clusters Score -2.294884e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -22948984.000000 Penalty: 6000.888184
	Iteration 43Q: 3 clusters Score -2.294898e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -22949062.000000 Penalty: 6000.888184
	Iteration 44Q: 3 clusters Score -2.294906e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 172696 members 
Entering Unmasked Estep 
Score: -22949252.000000 Penalty: 6000.888184
	Iteration 45Q: 3 clusters Score -2.294925e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 173372 members 
Entering Unmasked Estep 
Score: -22949318.000000 Penalty: 6000.888184
	Iteration 46Q: 3 clusters Score -2.294932e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 173919 members 
Entering Unmasked Estep 
Score: -22949346.000000 Penalty: 6000.888184
	Iteration 47Q: 3 clusters Score -2.294935e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 174352 members 
Entering Unmasked Estep 
Score: -22949426.000000 Penalty: 6000.888184
	Iteration 48Q: 3 clusters Score -2.294943e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -22949416.000000 Penalty: 6000.888184
	Iteration 49Q: 3 clusters Score -2.294942e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -22949426.000000 Penalty: 6000.888184
	Iteration 50Q: 3 clusters Score -2.294943e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -22949474.000000 Penalty: 6000.888184
	Iteration 51Q: 3 clusters Score -2.294947e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 175359 members 
Entering Unmasked Estep 
Score: -22949474.000000 Penalty: 6000.888184
	Iteration 52Q: 3 clusters Score -2.294947e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -22949504.000000 Penalty: 6000.888184
	Iteration 53Q: 3 clusters Score -2.29495e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -22949538.000000 Penalty: 6000.888184
	Iteration 54Q: 3 clusters Score -2.294954e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -22949524.000000 Penalty: 6000.888184
	Iteration 55Q: 3 clusters Score -2.294952e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 175790 members 
Entering Unmasked Estep 
Score: -22949516.000000 Penalty: 6000.888184
	Iteration 56Q: 3 clusters Score -2.294952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 175847 members 
Entering Unmasked Estep 
Score: -22949548.000000 Penalty: 6000.888184
	Iteration 57Q: 3 clusters Score -2.294955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 175890 members 
Entering Unmasked Estep 
Score: -22949558.000000 Penalty: 6000.888184
	Iteration 58Q: 3 clusters Score -2.294956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -22949574.000000 Penalty: 6000.888184
	Iteration 59Q: 3 clusters Score -2.294957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 175983 members 
Entering Unmasked Estep 
Score: -22949582.000000 Penalty: 6000.888184
	Iteration 60F: 3 clusters Score -2.294958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 176009 members 
Entering Unmasked Estep 
Score: -22949594.000000 Penalty: 6000.888184
	Iteration 61Q: 3 clusters Score -2.294959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 176045 members 
Entering Unmasked Estep 
Score: -22949594.000000 Penalty: 6000.888184
	Iteration 62Q: 3 clusters Score -2.294959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 176078 members 
Entering Unmasked Estep 
Score: -22949578.000000 Penalty: 6000.888184
	Iteration 63Q: 3 clusters Score -2.294958e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -22949594.000000 Penalty: 6000.888184
	Iteration 64Q: 3 clusters Score -2.294959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 176140 members 
Entering Unmasked Estep 
Score: -22949612.000000 Penalty: 6000.888184
	Iteration 65Q: 3 clusters Score -2.294961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -22949620.000000 Penalty: 6000.888184
	Iteration 66Q: 3 clusters Score -2.294962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 176196 members 
Entering Unmasked Estep 
Score: -22949608.000000 Penalty: 6000.888184
	Iteration 67Q: 3 clusters Score -2.294961e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 176232 members 
Entering Unmasked Estep 
Score: -22949600.000000 Penalty: 6000.888184
	Iteration 68Q: 3 clusters Score -2.29496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 176270 members 
Entering Unmasked Estep 
Score: -22949600.000000 Penalty: 6000.888184
	Iteration 69Q: 3 clusters Score -2.29496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 176306 members 
Entering Unmasked Estep 
Score: -22949584.000000 Penalty: 6000.888184
	Iteration 70Q: 3 clusters Score -2.294958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 176333 members 
Entering Unmasked Estep 
Score: -22949592.000000 Penalty: 6000.888184
	Iteration 71Q: 3 clusters Score -2.294959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -22949596.000000 Penalty: 6000.888184
	Iteration 72Q: 3 clusters Score -2.29496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 176370 members 
Entering Unmasked Estep 
Score: -22949556.000000 Penalty: 6000.888184
	Iteration 73Q: 3 clusters Score -2.294956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -22949580.000000 Penalty: 6000.888184
	Iteration 74Q: 3 clusters Score -2.294958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 176393 members 
Entering Unmasked Estep 
Score: -22949588.000000 Penalty: 6000.888184
	Iteration 75Q: 3 clusters Score -2.294959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -22949588.000000 Penalty: 6000.888184
	Iteration 76Q: 3 clusters Score -2.294959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -22949600.000000 Penalty: 6000.888184
	Iteration 77Q: 3 clusters Score -2.29496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 176421 members 
Entering Unmasked Estep 
Score: -22949606.000000 Penalty: 6000.888184
	Iteration 78Q: 3 clusters Score -2.294961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -22949600.000000 Penalty: 6000.888184
	Iteration 79Q: 3 clusters Score -2.29496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -22949604.000000 Penalty: 6000.888184
	Iteration 80F: 3 clusters Score -2.29496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 176448 members 
Entering Unmasked Estep 
Score: -22949610.000000 Penalty: 6000.888184
	Iteration 81Q: 3 clusters Score -2.294961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 176451 members 
Entering Unmasked Estep 
Score: -22949600.000000 Penalty: 6000.888184
	Iteration 82Q: 3 clusters Score -2.29496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -22949614.000000 Penalty: 6000.888184
	Iteration 83Q: 3 clusters Score -2.294961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 176457 members 
Entering Unmasked Estep 
Score: -22949610.000000 Penalty: 6000.888184
	Iteration 84Q: 3 clusters Score -2.294961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -22949602.000000 Penalty: 6000.888184
	Iteration 85Q: 3 clusters Score -2.29496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 176459 members 
Entering Unmasked Estep 
Score: -22949620.000000 Penalty: 6000.888184
	Iteration 86Q: 3 clusters Score -2.294962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -22949624.000000 Penalty: 6000.888184
	Iteration 87Q: 3 clusters Score -2.294962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 176461 members 
Entering Unmasked Estep 
Score: -22949624.000000 Penalty: 6000.888184
	Iteration 88F: 3 clusters Score -2.294962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Entering Unmasked Estep 
Score: -5998169.500000 Penalty: 2664.431152
	Iteration 0F: 2 clusters Score -5998170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5966779.500000 Penalty: 5328.862305
	Iteration 0F: 3 clusters Score -5966780 nChanged 21432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5978612.500000 Penalty: 5328.862305
	Iteration 1F: 3 clusters Score -5978612 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -5979174.000000 Penalty: 5328.862305
	Iteration 2Q: 3 clusters Score -5979174 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -5979730.000000 Penalty: 5328.862305
	Iteration 3Q: 3 clusters Score -5979730 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5980412.000000 Penalty: 5328.862305
	Iteration 4Q: 3 clusters Score -5980412 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5981167.500000 Penalty: 5328.862305
	Iteration 5Q: 3 clusters Score -5981168 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5982065.000000 Penalty: 5328.862305
	Iteration 6Q: 3 clusters Score -5982065 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -5983217.500000 Penalty: 5328.862305
	Iteration 7Q: 3 clusters Score -5983218 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -5984572.000000 Penalty: 5328.862305
	Iteration 8Q: 3 clusters Score -5984572 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -5986080.500000 Penalty: 5328.862305
	Iteration 9F: 3 clusters Score -5986080 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -5987804.500000 Penalty: 5328.862305
	Iteration 10F: 3 clusters Score -5987804 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -5989618.000000 Penalty: 5328.862305
	Iteration 11F: 3 clusters Score -5989618 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5991261.500000 Penalty: 5328.862305
	Iteration 12Q: 3 clusters Score -5991262 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5992640.000000 Penalty: 5328.862305
	Iteration 13Q: 3 clusters Score -5992640 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -5993715.500000 Penalty: 5328.862305
	Iteration 14Q: 3 clusters Score -5993716 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5994452.500000 Penalty: 5328.862305
	Iteration 15Q: 3 clusters Score -5994452 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5994927.000000 Penalty: 5328.862305
	Iteration 16Q: 3 clusters Score -5994927 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -5995229.000000 Penalty: 5328.862305
	Iteration 17Q: 3 clusters Score -5995229 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5995410.000000 Penalty: 5328.862305
	Iteration 18Q: 3 clusters Score -5995410 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -5995530.500000 Penalty: 5328.862305
	Iteration 19Q: 3 clusters Score -5995530 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -5995623.500000 Penalty: 5328.862305
	Iteration 20F: 3 clusters Score -5995624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -5995677.500000 Penalty: 5328.862305
	Iteration 21Q: 3 clusters Score -5995678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -5995723.000000 Penalty: 5328.862305
	Iteration 22Q: 3 clusters Score -5995723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -5995758.500000 Penalty: 5328.862305
	Iteration 23Q: 3 clusters Score -5995758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5995764.500000 Penalty: 5328.862305
	Iteration 24Q: 3 clusters Score -5995764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5995792.000000 Penalty: 5328.862305
	Iteration 25Q: 3 clusters Score -5995792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5995802.500000 Penalty: 5328.862305
	Iteration 26Q: 3 clusters Score -5995802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5995816.500000 Penalty: 5328.862305
	Iteration 27Q: 3 clusters Score -5995816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -5995829.500000 Penalty: 5328.862305
	Iteration 28Q: 3 clusters Score -5995830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5995833.000000 Penalty: 5328.862305
	Iteration 29Q: 3 clusters Score -5995833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5995838.000000 Penalty: 5328.862305
	Iteration 30Q: 3 clusters Score -5995838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -5995848.500000 Penalty: 5328.862305
	Iteration 31Q: 3 clusters Score -5995848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5995854.000000 Penalty: 5328.862305
	Iteration 32Q: 3 clusters Score -5995854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5995861.500000 Penalty: 5328.862305
	Iteration 33Q: 3 clusters Score -5995862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -5995866.000000 Penalty: 5328.862305
	Iteration 34Q: 3 clusters Score -5995866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5995865.500000 Penalty: 5328.862305
	Iteration 35Q: 3 clusters Score -5995866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5995866.000000 Penalty: 5328.862305
	Iteration 36Q: 3 clusters Score -5995866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -5995865.500000 Penalty: 5328.862305
	Iteration 37Q: 3 clusters Score -5995866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5995869.000000 Penalty: 5328.862305
	Iteration 38Q: 3 clusters Score -5995869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -5995869.000000 Penalty: 5328.862305
	Iteration 39F: 3 clusters Score -5995869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -451806.093750 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -451806.1 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 1841 members 
Entering Unmasked Estep 
Score: -448203.812500 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -448203.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -449084.781250 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -449084.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -449352.781250 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -449352.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -449544.968750 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -449545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -449699.406250 Penalty: 4065.432617
	Iteration 4F: 3 clusters Score -449699.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -449820.500000 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -449820.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -449914.500000 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -449914.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -450016.875000 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -450016.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -450101.562500 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -450101.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -450174.125000 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -450174.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -450225.125000 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -450225.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -450266.906250 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -450266.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -450306.281250 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -450306.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -450334.125000 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -450334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -450355.062500 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -450355.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -450369.406250 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -450369.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -450381.281250 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -450381.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -450391.531250 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -450391.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -450400.531250 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -450400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -450411.187500 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -450411.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -450419.312500 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -450419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -450424.718750 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -450424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -450428.281250 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -450428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -450436.375000 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -450436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -450441.312500 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -450441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -450444.937500 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -450444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -450448.031250 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -450448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -450451.656250 Penalty: 4065.432617
	Iteration 27Q: 3 clusters Score -450451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -450452.937500 Penalty: 4065.432617
	Iteration 28Q: 3 clusters Score -450452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -450455.562500 Penalty: 4065.432617
	Iteration 29Q: 3 clusters Score -450455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -450458.437500 Penalty: 4065.432617
	Iteration 30Q: 3 clusters Score -450458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -450462.343750 Penalty: 4065.432617
	Iteration 31Q: 3 clusters Score -450462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -450466.906250 Penalty: 4065.432617
	Iteration 32Q: 3 clusters Score -450466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -450470.593750 Penalty: 4065.432617
	Iteration 33Q: 3 clusters Score -450470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -450474.625000 Penalty: 4065.432617
	Iteration 34Q: 3 clusters Score -450474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -450483.875000 Penalty: 4065.432617
	Iteration 35Q: 3 clusters Score -450483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -450499.656250 Penalty: 4065.432617
	Iteration 36Q: 3 clusters Score -450499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -450517.718750 Penalty: 4065.432617
	Iteration 37Q: 3 clusters Score -450517.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -450533.875000 Penalty: 4065.432617
	Iteration 38Q: 3 clusters Score -450533.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -450545.468750 Penalty: 4065.432617
	Iteration 39Q: 3 clusters Score -450545.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -450557.781250 Penalty: 4065.432617
	Iteration 40F: 3 clusters Score -450557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -450572.718750 Penalty: 4065.432617
	Iteration 41Q: 3 clusters Score -450572.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -450595.437500 Penalty: 4065.432617
	Iteration 42Q: 3 clusters Score -450595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -450613.968750 Penalty: 4065.432617
	Iteration 43Q: 3 clusters Score -450614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -450626.593750 Penalty: 4065.432617
	Iteration 44Q: 3 clusters Score -450626.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -450632.843750 Penalty: 4065.432617
	Iteration 45Q: 3 clusters Score -450632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -450637.156250 Penalty: 4065.432617
	Iteration 46Q: 3 clusters Score -450637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -450638.687500 Penalty: 4065.432617
	Iteration 47Q: 3 clusters Score -450638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -450640.937500 Penalty: 4065.432617
	Iteration 48Q: 3 clusters Score -450640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -450643.062500 Penalty: 4065.432617
	Iteration 49Q: 3 clusters Score -450643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -450643.562500 Penalty: 4065.432617
	Iteration 50Q: 3 clusters Score -450643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -450645.031250 Penalty: 4065.432617
	Iteration 51Q: 3 clusters Score -450645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -450645.031250 Penalty: 4065.432617
	Iteration 52F: 3 clusters Score -450645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -769192.562500 Penalty: 2168.435547
	Iteration 0F: 2 clusters Score -769192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -763884.250000 Penalty: 4336.871094
	Iteration 0F: 3 clusters Score -763884.2 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -765406.812500 Penalty: 4336.871094
	Iteration 1F: 3 clusters Score -765406.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -765798.125000 Penalty: 4336.871094
	Iteration 2F: 3 clusters Score -765798.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -766154.687500 Penalty: 4336.871094
	Iteration 3F: 3 clusters Score -766154.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -766458.687500 Penalty: 4336.871094
	Iteration 4F: 3 clusters Score -766458.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -766748.625000 Penalty: 4336.871094
	Iteration 5F: 3 clusters Score -766748.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -766985.687500 Penalty: 4336.871094
	Iteration 6F: 3 clusters Score -766985.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -767192.312500 Penalty: 4336.871094
	Iteration 7Q: 3 clusters Score -767192.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -767341.125000 Penalty: 4336.871094
	Iteration 8Q: 3 clusters Score -767341.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -767458.375000 Penalty: 4336.871094
	Iteration 9Q: 3 clusters Score -767458.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -767557.500000 Penalty: 4336.871094
	Iteration 10Q: 3 clusters Score -767557.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -767629.875000 Penalty: 4336.871094
	Iteration 11Q: 3 clusters Score -767629.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -767669.875000 Penalty: 4336.871094
	Iteration 12Q: 3 clusters Score -767669.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -767704.937500 Penalty: 4336.871094
	Iteration 13Q: 3 clusters Score -767704.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -767744.625000 Penalty: 4336.871094
	Iteration 14Q: 3 clusters Score -767744.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -767779.625000 Penalty: 4336.871094
	Iteration 15Q: 3 clusters Score -767779.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -767813.000000 Penalty: 4336.871094
	Iteration 16Q: 3 clusters Score -767813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -767833.500000 Penalty: 4336.871094
	Iteration 17Q: 3 clusters Score -767833.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -767857.187500 Penalty: 4336.871094
	Iteration 18Q: 3 clusters Score -767857.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -767874.562500 Penalty: 4336.871094
	Iteration 19Q: 3 clusters Score -767874.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -767900.250000 Penalty: 4336.871094
	Iteration 20F: 3 clusters Score -767900.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -767916.062500 Penalty: 4336.871094
	Iteration 21Q: 3 clusters Score -767916.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -767925.812500 Penalty: 4336.871094
	Iteration 22Q: 3 clusters Score -767925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -767930.312500 Penalty: 4336.871094
	Iteration 23Q: 3 clusters Score -767930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -767932.625000 Penalty: 4336.871094
	Iteration 24Q: 3 clusters Score -767932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -767933.125000 Penalty: 4336.871094
	Iteration 25Q: 3 clusters Score -767933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -767933.875000 Penalty: 4336.871094
	Iteration 26Q: 3 clusters Score -767933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -767935.875000 Penalty: 4336.871094
	Iteration 27Q: 3 clusters Score -767935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -767938.062500 Penalty: 4336.871094
	Iteration 28Q: 3 clusters Score -767938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -767938.062500 Penalty: 4336.871094
	Iteration 29F: 3 clusters Score -767938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Entering Unmasked Estep 
Score: -8590018.000000 Penalty: 2762.166260
	Iteration 0F: 2 clusters Score -8590018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -8543756.000000 Penalty: 5524.332520
	Iteration 0F: 3 clusters Score -8543756 nChanged 32098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -8561869.000000 Penalty: 5524.332520
	Iteration 1F: 3 clusters Score -8561869 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8562618.000000 Penalty: 5524.332520
	Iteration 2Q: 3 clusters Score -8562618 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8563624.000000 Penalty: 5524.332520
	Iteration 3Q: 3 clusters Score -8563624 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8565246.000000 Penalty: 5524.332520
	Iteration 4Q: 3 clusters Score -8565246 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -8567932.000000 Penalty: 5524.332520
	Iteration 5F: 3 clusters Score -8567932 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -8572348.000000 Penalty: 5524.332520
	Iteration 6F: 3 clusters Score -8572348 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -8578252.000000 Penalty: 5524.332520
	Iteration 7F: 3 clusters Score -8578252 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -8583452.000000 Penalty: 5524.332520
	Iteration 8F: 3 clusters Score -8583452 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -8586193.000000 Penalty: 5524.332520
	Iteration 9Q: 3 clusters Score -8586193 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -8587087.000000 Penalty: 5524.332520
	Iteration 10Q: 3 clusters Score -8587087 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -8587371.000000 Penalty: 5524.332520
	Iteration 11Q: 3 clusters Score -8587371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -8587476.000000 Penalty: 5524.332520
	Iteration 12Q: 3 clusters Score -8587476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -8587510.000000 Penalty: 5524.332520
	Iteration 13Q: 3 clusters Score -8587510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -8587515.000000 Penalty: 5524.332520
	Iteration 14Q: 3 clusters Score -8587515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -8587515.000000 Penalty: 5524.332520
	Iteration 15Q: 3 clusters Score -8587515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -8587515.000000 Penalty: 5524.332520
	Iteration 16F: 3 clusters Score -8587515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54756.824219 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -54756.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53264.652344 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53264.65 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53451.714844 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53451.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53572.539062 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -53572.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53605.714844 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -53605.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53626.617188 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -53626.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53652.617188 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -53652.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53674.152344 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -53674.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53722.531250 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -53722.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53778.429688 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -53778.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53849.726562 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -53849.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53893.925781 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -53893.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53919.492188 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -53919.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53937.710938 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -53937.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53958.472656 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -53958.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53974.789062 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -53974.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53984.480469 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -53984.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53992.007812 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -53992.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54000.402344 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -54000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54004.039062 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -54004.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54005.617188 Penalty: 3101.899170
	Iteration 19Q: 3 clusters Score -54005.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54008.308594 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -54008.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (227647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227647 members 
Entering Unmasked Estep 
Score: -29088250.000000 Penalty: 3059.216797
	Iteration 0F: 2 clusters Score -2.908825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -28947706.000000 Penalty: 6118.433594
	Iteration 0F: 3 clusters Score -2.894771e+07 nChanged 109426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122691 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -29012668.000000 Penalty: 6118.433594
	Iteration 1F: 3 clusters Score -2.901267e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128519 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -29014926.000000 Penalty: 6118.433594
	Iteration 2Q: 3 clusters Score -2.901493e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137586 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -29018892.000000 Penalty: 6118.433594
	Iteration 3Q: 3 clusters Score -2.901889e+07 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151259 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -29027220.000000 Penalty: 6118.433594
	Iteration 4F: 3 clusters Score -2.902722e+07 nChanged 18806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -29041746.000000 Penalty: 6118.433594
	Iteration 5F: 3 clusters Score -2.904175e+07 nChanged 20951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -29058098.000000 Penalty: 6118.433594
	Iteration 6F: 3 clusters Score -2.90581e+07 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207461 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -29070812.000000 Penalty: 6118.433594
	Iteration 7F: 3 clusters Score -2.907081e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217142 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -29077834.000000 Penalty: 6118.433594
	Iteration 8Q: 3 clusters Score -2.907783e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222057 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -29081738.000000 Penalty: 6118.433594
	Iteration 9Q: 3 clusters Score -2.908174e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224479 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -29083544.000000 Penalty: 6118.433594
	Iteration 10Q: 3 clusters Score -2.908354e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225650 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -29084560.000000 Penalty: 6118.433594
	Iteration 11Q: 3 clusters Score -2.908456e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226241 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -29084970.000000 Penalty: 6118.433594
	Iteration 12Q: 3 clusters Score -2.908497e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226531 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -29085176.000000 Penalty: 6118.433594
	Iteration 13Q: 3 clusters Score -2.908518e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226703 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -29085398.000000 Penalty: 6118.433594
	Iteration 14Q: 3 clusters Score -2.90854e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -29085508.000000 Penalty: 6118.433594
	Iteration 15Q: 3 clusters Score -2.908551e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226878 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -29085554.000000 Penalty: 6118.433594
	Iteration 16Q: 3 clusters Score -2.908555e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226931 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -29085618.000000 Penalty: 6118.433594
	Iteration 17Q: 3 clusters Score -2.908562e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226963 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -29085636.000000 Penalty: 6118.433594
	Iteration 18Q: 3 clusters Score -2.908564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226983 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29085660.000000 Penalty: 6118.433594
	Iteration 19Q: 3 clusters Score -2.908566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226997 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -29085710.000000 Penalty: 6118.433594
	Iteration 20F: 3 clusters Score -2.908571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226999 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -29085704.000000 Penalty: 6118.433594
	Iteration 21Q: 3 clusters Score -2.90857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227004 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -29085746.000000 Penalty: 6118.433594
	Iteration 22Q: 3 clusters Score -2.908575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227001 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -29085752.000000 Penalty: 6118.433594
	Iteration 23Q: 3 clusters Score -2.908575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227007 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -29085772.000000 Penalty: 6118.433594
	Iteration 24Q: 3 clusters Score -2.908577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227016 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -29085774.000000 Penalty: 6118.433594
	Iteration 25Q: 3 clusters Score -2.908577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227019 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -29085768.000000 Penalty: 6118.433594
	Iteration 26Q: 3 clusters Score -2.908577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227021 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -29085774.000000 Penalty: 6118.433594
	Iteration 27Q: 3 clusters Score -2.908577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227024 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -29085782.000000 Penalty: 6118.433594
	Iteration 28Q: 3 clusters Score -2.908578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227025 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -29085784.000000 Penalty: 6118.433594
	Iteration 29Q: 3 clusters Score -2.908578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227026 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -29085796.000000 Penalty: 6118.433594
	Iteration 30Q: 3 clusters Score -2.90858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227029 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -29085780.000000 Penalty: 6118.433594
	Iteration 31Q: 3 clusters Score -2.908578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227031 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -29085786.000000 Penalty: 6118.433594
	Iteration 32Q: 3 clusters Score -2.908579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227032 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29085778.000000 Penalty: 6118.433594
	Iteration 33Q: 3 clusters Score -2.908578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227032 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29085774.000000 Penalty: 6118.433594
	Iteration 34Q: 3 clusters Score -2.908577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227034 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -29085796.000000 Penalty: 6118.433594
	Iteration 35Q: 3 clusters Score -2.90858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227035 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -29085802.000000 Penalty: 6118.433594
	Iteration 36Q: 3 clusters Score -2.90858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227038 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -29085822.000000 Penalty: 6118.433594
	Iteration 37Q: 3 clusters Score -2.908582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227040 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -29085804.000000 Penalty: 6118.433594
	Iteration 38Q: 3 clusters Score -2.90858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -29085808.000000 Penalty: 6118.433594
	Iteration 39Q: 3 clusters Score -2.908581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -29085812.000000 Penalty: 6118.433594
	Iteration 40F: 3 clusters Score -2.908581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227045 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -29085824.000000 Penalty: 6118.433594
	Iteration 41Q: 3 clusters Score -2.908582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227047 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29085820.000000 Penalty: 6118.433594
	Iteration 42Q: 3 clusters Score -2.908582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -29085820.000000 Penalty: 6118.433594
	Iteration 43Q: 3 clusters Score -2.908582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -29085820.000000 Penalty: 6118.433594
	Iteration 44F: 3 clusters Score -2.908582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Entering Unmasked Estep 
Score: -2534344.500000 Penalty: 2450.408447
	Iteration 0F: 2 clusters Score -2534344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2520496.250000 Penalty: 4900.816895
	Iteration 0F: 3 clusters Score -2520496 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2524950.750000 Penalty: 4900.816895
	Iteration 1F: 3 clusters Score -2524951 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2525284.250000 Penalty: 4900.816895
	Iteration 2F: 3 clusters Score -2525284 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2525524.750000 Penalty: 4900.816895
	Iteration 3Q: 3 clusters Score -2525525 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2525748.000000 Penalty: 4900.816895
	Iteration 4Q: 3 clusters Score -2525748 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2525957.000000 Penalty: 4900.816895
	Iteration 5Q: 3 clusters Score -2525957 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2526211.500000 Penalty: 4900.816895
	Iteration 6Q: 3 clusters Score -2526212 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2526552.500000 Penalty: 4900.816895
	Iteration 7Q: 3 clusters Score -2526552 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2526979.750000 Penalty: 4900.816895
	Iteration 8Q: 3 clusters Score -2526980 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2527446.750000 Penalty: 4900.816895
	Iteration 9Q: 3 clusters Score -2527447 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2527944.000000 Penalty: 4900.816895
	Iteration 10Q: 3 clusters Score -2527944 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2528441.000000 Penalty: 4900.816895
	Iteration 11Q: 3 clusters Score -2528441 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2528865.000000 Penalty: 4900.816895
	Iteration 12Q: 3 clusters Score -2528865 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2529249.750000 Penalty: 4900.816895
	Iteration 13Q: 3 clusters Score -2529250 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2529586.000000 Penalty: 4900.816895
	Iteration 14Q: 3 clusters Score -2529586 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2529912.750000 Penalty: 4900.816895
	Iteration 15Q: 3 clusters Score -2529913 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2530196.500000 Penalty: 4900.816895
	Iteration 16Q: 3 clusters Score -2530196 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2530445.250000 Penalty: 4900.816895
	Iteration 17Q: 3 clusters Score -2530445 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2530644.500000 Penalty: 4900.816895
	Iteration 18Q: 3 clusters Score -2530644 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2530794.500000 Penalty: 4900.816895
	Iteration 19Q: 3 clusters Score -2530794 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2530943.000000 Penalty: 4900.816895
	Iteration 20F: 3 clusters Score -2530943 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2531064.500000 Penalty: 4900.816895
	Iteration 21Q: 3 clusters Score -2531064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2531178.500000 Penalty: 4900.816895
	Iteration 22Q: 3 clusters Score -2531178 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2531273.000000 Penalty: 4900.816895
	Iteration 23Q: 3 clusters Score -2531273 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2531360.500000 Penalty: 4900.816895
	Iteration 24Q: 3 clusters Score -2531360 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2531425.500000 Penalty: 4900.816895
	Iteration 25Q: 3 clusters Score -2531426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2531491.250000 Penalty: 4900.816895
	Iteration 26Q: 3 clusters Score -2531491 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2531566.250000 Penalty: 4900.816895
	Iteration 27Q: 3 clusters Score -2531566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2531612.250000 Penalty: 4900.816895
	Iteration 28Q: 3 clusters Score -2531612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2531661.000000 Penalty: 4900.816895
	Iteration 29Q: 3 clusters Score -2531661 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2531709.750000 Penalty: 4900.816895
	Iteration 30Q: 3 clusters Score -2531710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2531760.000000 Penalty: 4900.816895
	Iteration 31Q: 3 clusters Score -2531760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2531821.250000 Penalty: 4900.816895
	Iteration 32Q: 3 clusters Score -2531821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2531865.250000 Penalty: 4900.816895
	Iteration 33Q: 3 clusters Score -2531865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2531914.750000 Penalty: 4900.816895
	Iteration 34Q: 3 clusters Score -2531915 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2531958.250000 Penalty: 4900.816895
	Iteration 35Q: 3 clusters Score -2531958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2531992.000000 Penalty: 4900.816895
	Iteration 36Q: 3 clusters Score -2531992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2532018.750000 Penalty: 4900.816895
	Iteration 37Q: 3 clusters Score -2532019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2532039.750000 Penalty: 4900.816895
	Iteration 38Q: 3 clusters Score -2532040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2532065.750000 Penalty: 4900.816895
	Iteration 39Q: 3 clusters Score -2532066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2532077.000000 Penalty: 4900.816895
	Iteration 40F: 3 clusters Score -2532077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2532097.250000 Penalty: 4900.816895
	Iteration 41Q: 3 clusters Score -2532097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2532104.250000 Penalty: 4900.816895
	Iteration 42Q: 3 clusters Score -2532104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2532123.000000 Penalty: 4900.816895
	Iteration 43Q: 3 clusters Score -2532123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2532133.250000 Penalty: 4900.816895
	Iteration 44Q: 3 clusters Score -2532133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2532147.000000 Penalty: 4900.816895
	Iteration 45Q: 3 clusters Score -2532147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2532156.750000 Penalty: 4900.816895
	Iteration 46Q: 3 clusters Score -2532157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2532166.000000 Penalty: 4900.816895
	Iteration 47Q: 3 clusters Score -2532166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2532164.250000 Penalty: 4900.816895
	Iteration 48Q: 3 clusters Score -2532164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2532174.000000 Penalty: 4900.816895
	Iteration 49Q: 3 clusters Score -2532174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2532178.500000 Penalty: 4900.816895
	Iteration 50Q: 3 clusters Score -2532178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2532187.000000 Penalty: 4900.816895
	Iteration 51Q: 3 clusters Score -2532187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2532197.000000 Penalty: 4900.816895
	Iteration 52Q: 3 clusters Score -2532197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2532207.000000 Penalty: 4900.816895
	Iteration 53Q: 3 clusters Score -2532207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2532210.750000 Penalty: 4900.816895
	Iteration 54Q: 3 clusters Score -2532211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2532216.250000 Penalty: 4900.816895
	Iteration 55Q: 3 clusters Score -2532216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2532224.750000 Penalty: 4900.816895
	Iteration 56Q: 3 clusters Score -2532225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2532227.750000 Penalty: 4900.816895
	Iteration 57Q: 3 clusters Score -2532228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2532232.250000 Penalty: 4900.816895
	Iteration 58Q: 3 clusters Score -2532232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2532229.250000 Penalty: 4900.816895
	Iteration 59Q: 3 clusters Score -2532229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2532233.500000 Penalty: 4900.816895
	Iteration 60F: 3 clusters Score -2532234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2532232.750000 Penalty: 4900.816895
	Iteration 61Q: 3 clusters Score -2532233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2532234.500000 Penalty: 4900.816895
	Iteration 62Q: 3 clusters Score -2532234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2532234.500000 Penalty: 4900.816895
	Iteration 63Q: 3 clusters Score -2532234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2532234.500000 Penalty: 4900.816895
	Iteration 64F: 3 clusters Score -2532234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166204 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179614 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68718 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227647 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285832.000000 Penalty: 50478.558594
Iteration 239Q: 16 clusters Score -9.828583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166204 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179612 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68721 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227646 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285896.000000 Penalty: 50478.558594
Iteration 240F: 16 clusters Score -9.82859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166204 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179611 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68724 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227644 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 241Q: 16 clusters Score -9.828591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166205 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179609 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68726 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227643 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285904.000000 Penalty: 50478.558594
Iteration 242Q: 16 clusters Score -9.82859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166206 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179607 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68728 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227642 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285920.000000 Penalty: 50478.558594
Iteration 243Q: 16 clusters Score -9.828592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166206 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179607 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68729 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227641 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 244Q: 16 clusters Score -9.828591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166207 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179607 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68731 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227638 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285912.000000 Penalty: 50478.558594
Iteration 245Q: 16 clusters Score -9.828591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 12 contains 179607 members 
Mstep: Class 14 contains 46336 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68733 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227635 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285896.000000 Penalty: 50478.558594
Iteration 246Q: 16 clusters Score -9.82859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179608 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68735 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227634 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285888.000000 Penalty: 50478.558594
Iteration 247Q: 16 clusters Score -9.828589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179605 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68735 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227637 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285872.000000 Penalty: 50478.558594
Iteration 248Q: 16 clusters Score -9.828587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179604 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68736 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227637 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 249Q: 16 clusters Score -9.828586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179603 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 68737 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227638 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285880.000000 Penalty: 50478.558594
Iteration 250Q: 16 clusters Score -9.828588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179602 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68736 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227639 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285840.000000 Penalty: 50478.558594
Iteration 251Q: 16 clusters Score -9.828584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179600 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68736 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227641 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285888.000000 Penalty: 50478.558594
Iteration 252Q: 16 clusters Score -9.828589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179599 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68737 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227641 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 253Q: 16 clusters Score -9.828586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179599 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68737 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227641 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98285864.000000 Penalty: 50478.558594
Iteration 254F: 16 clusters Score -9.828586e+07 nChanged 0
Entering ConstructFrom: 
Score: -98285864.000000 Penalty: 50478.558594
Entering ConstructFrom: 
Trying to split cluster 1 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -115855.804688 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -115855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113920.164062 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -113920.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -114448.562500 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -114448.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114774.523438 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -114774.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115029.921875 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -115029.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115242.929688 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -115242.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -115396.375000 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -115396.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115548.828125 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -115548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115689.015625 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -115689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115807.335938 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -115807.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115897.484375 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -115897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115930.125000 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -115930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -116011.679688 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -116011.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116055.117188 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -116055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116059.210938 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -116059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116059.210938 Penalty: 3443.309814
	Iteration 14F: 3 clusters Score -116059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179599 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68737 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227641 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
Score: -98284424.000000 Penalty: 53843.792969
Splitting cluster 1 changes total score from -98285864.000000 to -98284424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -47730.136719 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -47730.14 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 231 members 
Entering Unmasked Estep 
Score: -46258.082031 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -46258.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46653.707031 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -46653.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46911.207031 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -46911.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47154.988281 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -47154.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47272.628906 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -47272.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47372.835938 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -47372.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47420.773438 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -47420.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47449.238281 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -47449.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47466.105469 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -47466.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47475.695312 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -47475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47499.738281 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -47499.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47545.757812 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -47545.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47575.609375 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -47575.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47590.531250 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -47590.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47597.894531 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -47597.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47610.261719 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -47610.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47610.277344 Penalty: 3057.004150
	Iteration 16F: 3 clusters Score -47610.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47616.332031 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -47616.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47643.003906 Penalty: 3057.004150
	Iteration 18Q: 3 clusters Score -47643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47650.246094 Penalty: 3057.004150
	Iteration 19Q: 3 clusters Score -47650.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47650.246094 Penalty: 3057.004150
	Iteration 20F: 3 clusters Score -47650.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -59592.328125 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -59592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58018.859375 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -58018.86 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58408.246094 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -58408.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58664.855469 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -58664.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58779.281250 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -58779.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58882.031250 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -58882.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58969.105469 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -58969.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59032.253906 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -59032.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59113.671875 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -59113.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59191.773438 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -59191.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59292.316406 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -59292.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59427.199219 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -59427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59589.828125 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -59589.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59681.257812 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -59681.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59705.785156 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -59705.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59751.679688 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -59751.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59845.066406 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -59845.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60177.921875 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -60177.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60188.824219 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -60188.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60202.738281 Penalty: 3143.065674
	Iteration 18Q: 3 clusters Score -60202.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60208.191406 Penalty: 3143.065674
	Iteration 19Q: 3 clusters Score -60208.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60213.976562 Penalty: 3143.065674
	Iteration 20F: 3 clusters Score -60213.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60224.523438 Penalty: 3143.065674
	Iteration 21Q: 3 clusters Score -60224.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60233.785156 Penalty: 3143.065674
	Iteration 22Q: 3 clusters Score -60233.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60245.753906 Penalty: 3143.065674
	Iteration 23Q: 3 clusters Score -60245.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60250.179688 Penalty: 3143.065674
	Iteration 24Q: 3 clusters Score -60250.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -60250.179688 Penalty: 3143.065674
	Iteration 25F: 3 clusters Score -60250.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 166208 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 12 contains 179599 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 68737 members 
Mstep: Class 19 contains 520 members 
Mstep: Class 21 contains 227641 members 
Mstep: Class 24 contains 19549 members 
Entering Unmasked Estep 
Score: -98284760.000000 Penalty: 53843.792969
Splitting cluster 3 changes total score from -98285864.000000 to -98284760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (166208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Entering Unmasked Estep 
Score: -21284336.000000 Penalty: 2981.206787
	Iteration 0F: 2 clusters Score -2.128434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -21174350.000000 Penalty: 5962.413574
	Iteration 0F: 3 clusters Score -2.117435e+07 nChanged 79301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -21220806.000000 Penalty: 5962.413574
	Iteration 1F: 3 clusters Score -2.122081e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -21222280.000000 Penalty: 5962.413574
	Iteration 2Q: 3 clusters Score -2.122228e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 70903 members 
Entering Unmasked Estep 
Score: -21224416.000000 Penalty: 5962.413574
	Iteration 3Q: 3 clusters Score -2.122442e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -21228196.000000 Penalty: 5962.413574
	Iteration 4Q: 3 clusters Score -2.12282e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -21234250.000000 Penalty: 5962.413574
	Iteration 5F: 3 clusters Score -2.123425e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -21243482.000000 Penalty: 5962.413574
	Iteration 6F: 3 clusters Score -2.124348e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -21254936.000000 Penalty: 5962.413574
	Iteration 7F: 3 clusters Score -2.125494e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -21264748.000000 Penalty: 5962.413574
	Iteration 8F: 3 clusters Score -2.126475e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -21271552.000000 Penalty: 5962.413574
	Iteration 9Q: 3 clusters Score -2.127155e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155162 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -21275366.000000 Penalty: 5962.413574
	Iteration 10Q: 3 clusters Score -2.127537e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -21277806.000000 Penalty: 5962.413574
	Iteration 11Q: 3 clusters Score -2.127781e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160595 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -21279214.000000 Penalty: 5962.413574
	Iteration 12Q: 3 clusters Score -2.127921e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -21280192.000000 Penalty: 5962.413574
	Iteration 13Q: 3 clusters Score -2.128019e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -21280812.000000 Penalty: 5962.413574
	Iteration 14Q: 3 clusters Score -2.128081e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164071 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21281144.000000 Penalty: 5962.413574
	Iteration 15Q: 3 clusters Score -2.128114e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -21281440.000000 Penalty: 5962.413574
	Iteration 16Q: 3 clusters Score -2.128144e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21281590.000000 Penalty: 5962.413574
	Iteration 17Q: 3 clusters Score -2.128159e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21281666.000000 Penalty: 5962.413574
	Iteration 18Q: 3 clusters Score -2.128167e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21281762.000000 Penalty: 5962.413574
	Iteration 19Q: 3 clusters Score -2.128176e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -21281786.000000 Penalty: 5962.413574
	Iteration 20F: 3 clusters Score -2.128179e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165360 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21281810.000000 Penalty: 5962.413574
	Iteration 21Q: 3 clusters Score -2.128181e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165406 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21281846.000000 Penalty: 5962.413574
	Iteration 22Q: 3 clusters Score -2.128185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165431 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21281856.000000 Penalty: 5962.413574
	Iteration 23Q: 3 clusters Score -2.128186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165453 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21281864.000000 Penalty: 5962.413574
	Iteration 24Q: 3 clusters Score -2.128186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21281874.000000 Penalty: 5962.413574
	Iteration 25Q: 3 clusters Score -2.128187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -21281874.000000 Penalty: 5962.413574
	Iteration 26Q: 3 clusters Score -2.128187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -21281874.000000 Penalty: 5962.413574
	Iteration 27Q: 3 clusters Score -2.128187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21281878.000000 Penalty: 5962.413574
	Iteration 28Q: 3 clusters Score -2.128188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -21281876.000000 Penalty: 5962.413574
	Iteration 29Q: 3 clusters Score -2.128188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165529 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21281880.000000 Penalty: 5962.413574
	Iteration 30Q: 3 clusters Score -2.128188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21281876.000000 Penalty: 5962.413574
	Iteration 31Q: 3 clusters Score -2.128188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165539 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -21281872.000000 Penalty: 5962.413574
	Iteration 32Q: 3 clusters Score -2.128187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21281876.000000 Penalty: 5962.413574
	Iteration 33Q: 3 clusters Score -2.128188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165550 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -21281890.000000 Penalty: 5962.413574
	Iteration 34Q: 3 clusters Score -2.128189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21281902.000000 Penalty: 5962.413574
	Iteration 35Q: 3 clusters Score -2.12819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21281900.000000 Penalty: 5962.413574
	Iteration 36Q: 3 clusters Score -2.12819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165560 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21281894.000000 Penalty: 5962.413574
	Iteration 37Q: 3 clusters Score -2.128189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21281890.000000 Penalty: 5962.413574
	Iteration 38Q: 3 clusters Score -2.128189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21281890.000000 Penalty: 5962.413574
	Iteration 39Q: 3 clusters Score -2.128189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21281886.000000 Penalty: 5962.413574
	Iteration 40F: 3 clusters Score -2.128189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165566 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21281870.000000 Penalty: 5962.413574
	Iteration 41Q: 3 clusters Score -2.128187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21281868.000000 Penalty: 5962.413574
	Iteration 42Q: 3 clusters Score -2.128187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -21281872.000000 Penalty: 5962.413574
	Iteration 43Q: 3 clusters Score -2.128187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21281874.000000 Penalty: 5962.413574
	Iteration 44Q: 3 clusters Score -2.128187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21281874.000000 Penalty: 5962.413574
	Iteration 45Q: 3 clusters Score -2.128187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21281874.000000 Penalty: 5962.413574
	Iteration 46F: 3 clusters Score -2.128187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 2332.807617
	Iteration 0F: 2 clusters Score -1473657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1464553.250000 Penalty: 4665.615234
	Iteration 0F: 3 clusters Score -1464553 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1467394.750000 Penalty: 4665.615234
	Iteration 1F: 3 clusters Score -1467395 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1467713.375000 Penalty: 4665.615234
	Iteration 2F: 3 clusters Score -1467713 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1467980.750000 Penalty: 4665.615234
	Iteration 3Q: 3 clusters Score -1467981 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1468224.750000 Penalty: 4665.615234
	Iteration 4Q: 3 clusters Score -1468225 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1468517.250000 Penalty: 4665.615234
	Iteration 5Q: 3 clusters Score -1468517 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1468827.250000 Penalty: 4665.615234
	Iteration 6Q: 3 clusters Score -1468827 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1469130.125000 Penalty: 4665.615234
	Iteration 7Q: 3 clusters Score -1469130 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1469489.125000 Penalty: 4665.615234
	Iteration 8Q: 3 clusters Score -1469489 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1469860.750000 Penalty: 4665.615234
	Iteration 9Q: 3 clusters Score -1469861 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1470191.125000 Penalty: 4665.615234
	Iteration 10Q: 3 clusters Score -1470191 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1470499.500000 Penalty: 4665.615234
	Iteration 11Q: 3 clusters Score -1470500 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1470814.500000 Penalty: 4665.615234
	Iteration 12Q: 3 clusters Score -1470814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1471080.250000 Penalty: 4665.615234
	Iteration 13Q: 3 clusters Score -1471080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1471321.250000 Penalty: 4665.615234
	Iteration 14Q: 3 clusters Score -1471321 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1471518.125000 Penalty: 4665.615234
	Iteration 15Q: 3 clusters Score -1471518 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1471668.000000 Penalty: 4665.615234
	Iteration 16Q: 3 clusters Score -1471668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1471780.625000 Penalty: 4665.615234
	Iteration 17Q: 3 clusters Score -1471781 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1471848.375000 Penalty: 4665.615234
	Iteration 18Q: 3 clusters Score -1471848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1471904.500000 Penalty: 4665.615234
	Iteration 19Q: 3 clusters Score -1471904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1471943.375000 Penalty: 4665.615234
	Iteration 20F: 3 clusters Score -1471943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1471961.250000 Penalty: 4665.615234
	Iteration 21Q: 3 clusters Score -1471961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1471979.750000 Penalty: 4665.615234
	Iteration 22Q: 3 clusters Score -1471980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1471991.000000 Penalty: 4665.615234
	Iteration 23Q: 3 clusters Score -1471991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1472002.875000 Penalty: 4665.615234
	Iteration 24Q: 3 clusters Score -1472003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1472016.750000 Penalty: 4665.615234
	Iteration 25Q: 3 clusters Score -1472017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1472019.750000 Penalty: 4665.615234
	Iteration 26Q: 3 clusters Score -1472020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1472018.000000 Penalty: 4665.615234
	Iteration 27Q: 3 clusters Score -1472018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1472019.000000 Penalty: 4665.615234
	Iteration 28Q: 3 clusters Score -1472019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1472022.125000 Penalty: 4665.615234
	Iteration 29Q: 3 clusters Score -1472022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1472021.250000 Penalty: 4665.615234
	Iteration 30Q: 3 clusters Score -1472021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1472026.500000 Penalty: 4665.615234
	Iteration 31Q: 3 clusters Score -1472026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1472027.750000 Penalty: 4665.615234
	Iteration 32Q: 3 clusters Score -1472028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1472029.500000 Penalty: 4665.615234
	Iteration 33Q: 3 clusters Score -1472030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1472030.750000 Penalty: 4665.615234
	Iteration 34Q: 3 clusters Score -1472031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1472031.250000 Penalty: 4665.615234
	Iteration 35Q: 3 clusters Score -1472031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1472030.875000 Penalty: 4665.615234
	Iteration 36Q: 3 clusters Score -1472031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1472029.500000 Penalty: 4665.615234
	Iteration 37Q: 3 clusters Score -1472030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1472030.750000 Penalty: 4665.615234
	Iteration 38Q: 3 clusters Score -1472031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1472035.500000 Penalty: 4665.615234
	Iteration 39Q: 3 clusters Score -1472036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1472036.625000 Penalty: 4665.615234
	Iteration 40F: 3 clusters Score -1472037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1472037.375000 Penalty: 4665.615234
	Iteration 41Q: 3 clusters Score -1472037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1472042.625000 Penalty: 4665.615234
	Iteration 42Q: 3 clusters Score -1472043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1472048.875000 Penalty: 4665.615234
	Iteration 43Q: 3 clusters Score -1472049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1472048.625000 Penalty: 4665.615234
	Iteration 44Q: 3 clusters Score -1472049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1472052.250000 Penalty: 4665.615234
	Iteration 45Q: 3 clusters Score -1472052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1472052.125000 Penalty: 4665.615234
	Iteration 46Q: 3 clusters Score -1472052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1472059.750000 Penalty: 4665.615234
	Iteration 47Q: 3 clusters Score -1472060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1472061.250000 Penalty: 4665.615234
	Iteration 48Q: 3 clusters Score -1472061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1472058.625000 Penalty: 4665.615234
	Iteration 49Q: 3 clusters Score -1472059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1472062.125000 Penalty: 4665.615234
	Iteration 50Q: 3 clusters Score -1472062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1472061.500000 Penalty: 4665.615234
	Iteration 51Q: 3 clusters Score -1472062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1472061.500000 Penalty: 4665.615234
	Iteration 52F: 3 clusters Score -1472062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -83931.585938 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -83931.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82168.023438 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -82168.02 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82456.390625 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -82456.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82571.125000 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -82571.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82692.273438 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -82692.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82810.390625 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -82810.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83003.085938 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -83003.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83128.671875 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -83128.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83228.289062 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -83228.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83278.023438 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -83278.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83308.328125 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -83308.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83320.406250 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -83320.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83334.218750 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -83334.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83353.156250 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -83353.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83366.859375 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -83366.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83382.062500 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -83382.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83399.031250 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -83399.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83442.039062 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -83442.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83495.476562 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -83495.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83512.250000 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -83512.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83533.757812 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -83533.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83568.203125 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -83568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83581.890625 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -83581.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83585.406250 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -83585.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83589.890625 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -83589.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83593.421875 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -83593.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83599.062500 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -83599.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83619.296875 Penalty: 3301.736328
	Iteration 26Q: 3 clusters Score -83619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83653.945312 Penalty: 3301.736328
	Iteration 27Q: 3 clusters Score -83653.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83678.429688 Penalty: 3301.736328
	Iteration 28Q: 3 clusters Score -83678.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83700.312500 Penalty: 3301.736328
	Iteration 29Q: 3 clusters Score -83700.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83714.703125 Penalty: 3301.736328
	Iteration 30Q: 3 clusters Score -83714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83715.445312 Penalty: 3301.736328
	Iteration 31Q: 3 clusters Score -83715.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83715.445312 Penalty: 3301.736328
	Iteration 32F: 3 clusters Score -83715.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Entering Unmasked Estep 
Score: -6241911.500000 Penalty: 2675.249512
	Iteration 0F: 2 clusters Score -6241912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -6209613.000000 Penalty: 5350.499023
	Iteration 0F: 3 clusters Score -6209613 nChanged 22020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -6221433.000000 Penalty: 5350.499023
	Iteration 1F: 3 clusters Score -6221433 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -6221862.500000 Penalty: 5350.499023
	Iteration 2Q: 3 clusters Score -6221862 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -6222223.500000 Penalty: 5350.499023
	Iteration 3Q: 3 clusters Score -6222224 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -6222564.000000 Penalty: 5350.499023
	Iteration 4Q: 3 clusters Score -6222564 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -6222931.500000 Penalty: 5350.499023
	Iteration 5Q: 3 clusters Score -6222932 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6223341.500000 Penalty: 5350.499023
	Iteration 6Q: 3 clusters Score -6223342 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -6223967.000000 Penalty: 5350.499023
	Iteration 7Q: 3 clusters Score -6223967 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -6224730.500000 Penalty: 5350.499023
	Iteration 8Q: 3 clusters Score -6224730 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -6225686.000000 Penalty: 5350.499023
	Iteration 9Q: 3 clusters Score -6225686 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6227015.000000 Penalty: 5350.499023
	Iteration 10Q: 3 clusters Score -6227015 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -6228705.500000 Penalty: 5350.499023
	Iteration 11F: 3 clusters Score -6228706 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6230403.000000 Penalty: 5350.499023
	Iteration 12F: 3 clusters Score -6230403 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -6232115.000000 Penalty: 5350.499023
	Iteration 13F: 3 clusters Score -6232115 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -6233602.500000 Penalty: 5350.499023
	Iteration 14Q: 3 clusters Score -6233602 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -6234772.000000 Penalty: 5350.499023
	Iteration 15Q: 3 clusters Score -6234772 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6235704.000000 Penalty: 5350.499023
	Iteration 16Q: 3 clusters Score -6235704 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -6236484.000000 Penalty: 5350.499023
	Iteration 17Q: 3 clusters Score -6236484 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -6237203.500000 Penalty: 5350.499023
	Iteration 18Q: 3 clusters Score -6237204 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -6237748.500000 Penalty: 5350.499023
	Iteration 19Q: 3 clusters Score -6237748 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -6238229.500000 Penalty: 5350.499023
	Iteration 20F: 3 clusters Score -6238230 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -6238568.500000 Penalty: 5350.499023
	Iteration 21Q: 3 clusters Score -6238568 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -6238856.500000 Penalty: 5350.499023
	Iteration 22Q: 3 clusters Score -6238856 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -6239076.000000 Penalty: 5350.499023
	Iteration 23Q: 3 clusters Score -6239076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6239202.500000 Penalty: 5350.499023
	Iteration 24Q: 3 clusters Score -6239202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -6239294.000000 Penalty: 5350.499023
	Iteration 25Q: 3 clusters Score -6239294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -6239371.000000 Penalty: 5350.499023
	Iteration 26Q: 3 clusters Score -6239371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -6239423.500000 Penalty: 5350.499023
	Iteration 27Q: 3 clusters Score -6239424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -6239459.500000 Penalty: 5350.499023
	Iteration 28Q: 3 clusters Score -6239460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -6239492.000000 Penalty: 5350.499023
	Iteration 29Q: 3 clusters Score -6239492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -6239515.500000 Penalty: 5350.499023
	Iteration 30Q: 3 clusters Score -6239516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -6239542.500000 Penalty: 5350.499023
	Iteration 31Q: 3 clusters Score -6239542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6239562.000000 Penalty: 5350.499023
	Iteration 32Q: 3 clusters Score -6239562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6239566.000000 Penalty: 5350.499023
	Iteration 33Q: 3 clusters Score -6239566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6239581.500000 Penalty: 5350.499023
	Iteration 34Q: 3 clusters Score -6239582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -6239599.500000 Penalty: 5350.499023
	Iteration 35Q: 3 clusters Score -6239600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6239606.000000 Penalty: 5350.499023
	Iteration 36Q: 3 clusters Score -6239606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6239612.500000 Penalty: 5350.499023
	Iteration 37Q: 3 clusters Score -6239612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6239611.500000 Penalty: 5350.499023
	Iteration 38Q: 3 clusters Score -6239612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6239624.500000 Penalty: 5350.499023
	Iteration 39Q: 3 clusters Score -6239624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6239617.500000 Penalty: 5350.499023
	Iteration 40F: 3 clusters Score -6239618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6239617.500000 Penalty: 5350.499023
	Iteration 41Q: 3 clusters Score -6239618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6239621.500000 Penalty: 5350.499023
	Iteration 42Q: 3 clusters Score -6239622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6239622.000000 Penalty: 5350.499023
	Iteration 43Q: 3 clusters Score -6239622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -6239626.500000 Penalty: 5350.499023
	Iteration 44Q: 3 clusters Score -6239626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -6239628.500000 Penalty: 5350.499023
	Iteration 45Q: 3 clusters Score -6239628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6239629.500000 Penalty: 5350.499023
	Iteration 46Q: 3 clusters Score -6239630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6239627.500000 Penalty: 5350.499023
	Iteration 47Q: 3 clusters Score -6239628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6239627.500000 Penalty: 5350.499023
	Iteration 48F: 3 clusters Score -6239628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (179599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179599 members 
Entering Unmasked Estep 
Score: -22948392.000000 Penalty: 3000.423584
	Iteration 0F: 2 clusters Score -2.294839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -22832510.000000 Penalty: 6000.847168
	Iteration 0F: 3 clusters Score -2.283251e+07 nChanged 86064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -22882876.000000 Penalty: 6000.847168
	Iteration 1F: 3 clusters Score -2.288288e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -22884242.000000 Penalty: 6000.847168
	Iteration 2Q: 3 clusters Score -2.288424e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -22886300.000000 Penalty: 6000.847168
	Iteration 3Q: 3 clusters Score -2.28863e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -22889354.000000 Penalty: 6000.847168
	Iteration 4Q: 3 clusters Score -2.288935e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -22893682.000000 Penalty: 6000.847168
	Iteration 5Q: 3 clusters Score -2.289368e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -22899668.000000 Penalty: 6000.847168
	Iteration 6F: 3 clusters Score -2.289967e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -22907982.000000 Penalty: 6000.847168
	Iteration 7F: 3 clusters Score -2.290798e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -22917504.000000 Penalty: 6000.847168
	Iteration 8F: 3 clusters Score -2.29175e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -22925736.000000 Penalty: 6000.847168
	Iteration 9F: 3 clusters Score -2.292574e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -22931304.000000 Penalty: 6000.847168
	Iteration 10Q: 3 clusters Score -2.29313e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -22934672.000000 Penalty: 6000.847168
	Iteration 11Q: 3 clusters Score -2.293467e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -22936730.000000 Penalty: 6000.847168
	Iteration 12Q: 3 clusters Score -2.293673e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -22938030.000000 Penalty: 6000.847168
	Iteration 13Q: 3 clusters Score -2.293803e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -22938990.000000 Penalty: 6000.847168
	Iteration 14Q: 3 clusters Score -2.293899e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -22939978.000000 Penalty: 6000.847168
	Iteration 15Q: 3 clusters Score -2.293998e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158721 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -22940778.000000 Penalty: 6000.847168
	Iteration 16Q: 3 clusters Score -2.294078e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -22941550.000000 Penalty: 6000.847168
	Iteration 17Q: 3 clusters Score -2.294155e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -22942200.000000 Penalty: 6000.847168
	Iteration 18Q: 3 clusters Score -2.29422e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165150 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -22942708.000000 Penalty: 6000.847168
	Iteration 19Q: 3 clusters Score -2.294271e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -22943250.000000 Penalty: 6000.847168
	Iteration 20F: 3 clusters Score -2.294325e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -22943714.000000 Penalty: 6000.847168
	Iteration 21Q: 3 clusters Score -2.294371e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -22944162.000000 Penalty: 6000.847168
	Iteration 22Q: 3 clusters Score -2.294416e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -22944672.000000 Penalty: 6000.847168
	Iteration 23Q: 3 clusters Score -2.294467e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172769 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -22945050.000000 Penalty: 6000.847168
	Iteration 24Q: 3 clusters Score -2.294505e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173753 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -22945342.000000 Penalty: 6000.847168
	Iteration 25Q: 3 clusters Score -2.294534e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174547 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -22945526.000000 Penalty: 6000.847168
	Iteration 26Q: 3 clusters Score -2.294553e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175191 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -22945720.000000 Penalty: 6000.847168
	Iteration 27Q: 3 clusters Score -2.294572e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -22945844.000000 Penalty: 6000.847168
	Iteration 28Q: 3 clusters Score -2.294584e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -22945952.000000 Penalty: 6000.847168
	Iteration 29Q: 3 clusters Score -2.294595e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -22946042.000000 Penalty: 6000.847168
	Iteration 30Q: 3 clusters Score -2.294604e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176725 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22946140.000000 Penalty: 6000.847168
	Iteration 31Q: 3 clusters Score -2.294614e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176924 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -22946178.000000 Penalty: 6000.847168
	Iteration 32Q: 3 clusters Score -2.294618e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177104 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -22946220.000000 Penalty: 6000.847168
	Iteration 33Q: 3 clusters Score -2.294622e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -22946226.000000 Penalty: 6000.847168
	Iteration 34Q: 3 clusters Score -2.294623e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22946214.000000 Penalty: 6000.847168
	Iteration 35Q: 3 clusters Score -2.294621e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177464 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22946276.000000 Penalty: 6000.847168
	Iteration 36Q: 3 clusters Score -2.294628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177548 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22946284.000000 Penalty: 6000.847168
	Iteration 37Q: 3 clusters Score -2.294628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177604 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -22946314.000000 Penalty: 6000.847168
	Iteration 38Q: 3 clusters Score -2.294631e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177651 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22946318.000000 Penalty: 6000.847168
	Iteration 39Q: 3 clusters Score -2.294632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177683 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -22946308.000000 Penalty: 6000.847168
	Iteration 40F: 3 clusters Score -2.294631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22946306.000000 Penalty: 6000.847168
	Iteration 41Q: 3 clusters Score -2.294631e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -22946296.000000 Penalty: 6000.847168
	Iteration 42Q: 3 clusters Score -2.29463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177767 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22946308.000000 Penalty: 6000.847168
	Iteration 43Q: 3 clusters Score -2.294631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22946348.000000 Penalty: 6000.847168
	Iteration 44Q: 3 clusters Score -2.294635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22946362.000000 Penalty: 6000.847168
	Iteration 45Q: 3 clusters Score -2.294636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -22946370.000000 Penalty: 6000.847168
	Iteration 46Q: 3 clusters Score -2.294637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177845 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -22946372.000000 Penalty: 6000.847168
	Iteration 47Q: 3 clusters Score -2.294637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22946404.000000 Penalty: 6000.847168
	Iteration 48Q: 3 clusters Score -2.29464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177876 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22946390.000000 Penalty: 6000.847168
	Iteration 49Q: 3 clusters Score -2.294639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177882 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22946392.000000 Penalty: 6000.847168
	Iteration 50Q: 3 clusters Score -2.294639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177890 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22946402.000000 Penalty: 6000.847168
	Iteration 51Q: 3 clusters Score -2.29464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -22946408.000000 Penalty: 6000.847168
	Iteration 52Q: 3 clusters Score -2.294641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177902 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22946406.000000 Penalty: 6000.847168
	Iteration 53Q: 3 clusters Score -2.294641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177905 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22946410.000000 Penalty: 6000.847168
	Iteration 54Q: 3 clusters Score -2.294641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22946418.000000 Penalty: 6000.847168
	Iteration 55Q: 3 clusters Score -2.294642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177910 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22946412.000000 Penalty: 6000.847168
	Iteration 56Q: 3 clusters Score -2.294641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177913 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22946416.000000 Penalty: 6000.847168
	Iteration 57Q: 3 clusters Score -2.294642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177916 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22946402.000000 Penalty: 6000.847168
	Iteration 58Q: 3 clusters Score -2.29464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -22946398.000000 Penalty: 6000.847168
	Iteration 59Q: 3 clusters Score -2.29464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177921 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22946392.000000 Penalty: 6000.847168
	Iteration 60F: 3 clusters Score -2.294639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22946398.000000 Penalty: 6000.847168
	Iteration 61Q: 3 clusters Score -2.29464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22946392.000000 Penalty: 6000.847168
	Iteration 62Q: 3 clusters Score -2.294639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177932 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22946390.000000 Penalty: 6000.847168
	Iteration 63Q: 3 clusters Score -2.294639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22946382.000000 Penalty: 6000.847168
	Iteration 64Q: 3 clusters Score -2.294638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177937 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22946376.000000 Penalty: 6000.847168
	Iteration 65Q: 3 clusters Score -2.294638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177938 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22946376.000000 Penalty: 6000.847168
	Iteration 66Q: 3 clusters Score -2.294638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177940 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -22946380.000000 Penalty: 6000.847168
	Iteration 67Q: 3 clusters Score -2.294638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -22946390.000000 Penalty: 6000.847168
	Iteration 68Q: 3 clusters Score -2.294639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -22946390.000000 Penalty: 6000.847168
	Iteration 69F: 3 clusters Score -2.294639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Entering Unmasked Estep 
Score: -5998044.000000 Penalty: 2664.426025
	Iteration 0F: 2 clusters Score -5998044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5966786.500000 Penalty: 5328.852051
	Iteration 0F: 3 clusters Score -5966786 nChanged 21421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5978627.500000 Penalty: 5328.852051
	Iteration 1F: 3 clusters Score -5978628 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5979288.000000 Penalty: 5328.852051
	Iteration 2Q: 3 clusters Score -5979288 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5980024.500000 Penalty: 5328.852051
	Iteration 3Q: 3 clusters Score -5980024 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5980982.500000 Penalty: 5328.852051
	Iteration 4Q: 3 clusters Score -5980982 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -5982417.000000 Penalty: 5328.852051
	Iteration 5F: 3 clusters Score -5982417 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5984564.500000 Penalty: 5328.852051
	Iteration 6F: 3 clusters Score -5984564 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -5987407.500000 Penalty: 5328.852051
	Iteration 7F: 3 clusters Score -5987408 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -5990539.500000 Penalty: 5328.852051
	Iteration 8F: 3 clusters Score -5990540 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5992929.000000 Penalty: 5328.852051
	Iteration 9F: 3 clusters Score -5992929 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5994396.000000 Penalty: 5328.852051
	Iteration 10Q: 3 clusters Score -5994396 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5995136.000000 Penalty: 5328.852051
	Iteration 11Q: 3 clusters Score -5995136 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5995538.500000 Penalty: 5328.852051
	Iteration 12Q: 3 clusters Score -5995538 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5995717.500000 Penalty: 5328.852051
	Iteration 13Q: 3 clusters Score -5995718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5995824.000000 Penalty: 5328.852051
	Iteration 14Q: 3 clusters Score -5995824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5995912.000000 Penalty: 5328.852051
	Iteration 15Q: 3 clusters Score -5995912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5995956.500000 Penalty: 5328.852051
	Iteration 16Q: 3 clusters Score -5995956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5995971.500000 Penalty: 5328.852051
	Iteration 17Q: 3 clusters Score -5995972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5996002.500000 Penalty: 5328.852051
	Iteration 18Q: 3 clusters Score -5996002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5996012.000000 Penalty: 5328.852051
	Iteration 19Q: 3 clusters Score -5996012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5996043.000000 Penalty: 5328.852051
	Iteration 20F: 3 clusters Score -5996043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5996040.500000 Penalty: 5328.852051
	Iteration 21Q: 3 clusters Score -5996040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5996058.500000 Penalty: 5328.852051
	Iteration 22Q: 3 clusters Score -5996058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5996064.500000 Penalty: 5328.852051
	Iteration 23Q: 3 clusters Score -5996064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5996070.500000 Penalty: 5328.852051
	Iteration 24Q: 3 clusters Score -5996070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5996077.500000 Penalty: 5328.852051
	Iteration 25Q: 3 clusters Score -5996078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5996076.000000 Penalty: 5328.852051
	Iteration 26Q: 3 clusters Score -5996076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5996079.500000 Penalty: 5328.852051
	Iteration 27Q: 3 clusters Score -5996080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5996078.000000 Penalty: 5328.852051
	Iteration 28Q: 3 clusters Score -5996078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5996079.500000 Penalty: 5328.852051
	Iteration 29Q: 3 clusters Score -5996080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5996083.500000 Penalty: 5328.852051
	Iteration 30Q: 3 clusters Score -5996084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5996076.000000 Penalty: 5328.852051
	Iteration 31Q: 3 clusters Score -5996076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5996087.500000 Penalty: 5328.852051
	Iteration 32Q: 3 clusters Score -5996088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5996091.500000 Penalty: 5328.852051
	Iteration 33Q: 3 clusters Score -5996092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5996090.500000 Penalty: 5328.852051
	Iteration 34Q: 3 clusters Score -5996090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5996090.000000 Penalty: 5328.852051
	Iteration 35Q: 3 clusters Score -5996090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5996094.000000 Penalty: 5328.852051
	Iteration 36Q: 3 clusters Score -5996094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5996088.500000 Penalty: 5328.852051
	Iteration 37Q: 3 clusters Score -5996088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5996093.000000 Penalty: 5328.852051
	Iteration 38Q: 3 clusters Score -5996093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5996093.000000 Penalty: 5328.852051
	Iteration 39F: 3 clusters Score -5996093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -451806.093750 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -451806.1 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 1826 members 
Entering Unmasked Estep 
Score: -448179.593750 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -448179.6 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -448997.500000 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -448997.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -449185.156250 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -449185.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -449295.187500 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -449295.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -449372.031250 Penalty: 4065.432617
	Iteration 4Q: 3 clusters Score -449372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -449434.000000 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -449434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -449478.812500 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -449478.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -449514.906250 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -449514.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -449551.718750 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -449551.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -449577.750000 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -449577.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -449604.656250 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -449604.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -449618.937500 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -449618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -449632.062500 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -449632.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -449650.156250 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -449650.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -449665.000000 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -449665 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -449679.281250 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -449679.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -449692.281250 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -449692.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -449705.562500 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -449705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -449721.125000 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -449721.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -449735.562500 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -449735.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -449749.125000 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -449749.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -449758.562500 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -449758.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -449766.718750 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -449766.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -449772.312500 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -449772.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -449775.625000 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -449775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -449779.906250 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -449779.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -449786.281250 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -449786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -449792.781250 Penalty: 4065.432617
	Iteration 27Q: 3 clusters Score -449792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -449799.781250 Penalty: 4065.432617
	Iteration 28Q: 3 clusters Score -449799.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -449807.343750 Penalty: 4065.432617
	Iteration 29Q: 3 clusters Score -449807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -449811.750000 Penalty: 4065.432617
	Iteration 30Q: 3 clusters Score -449811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -449814.500000 Penalty: 4065.432617
	Iteration 31Q: 3 clusters Score -449814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -449816.312500 Penalty: 4065.432617
	Iteration 32Q: 3 clusters Score -449816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -449817.687500 Penalty: 4065.432617
	Iteration 33Q: 3 clusters Score -449817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -449818.468750 Penalty: 4065.432617
	Iteration 34Q: 3 clusters Score -449818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -449819.468750 Penalty: 4065.432617
	Iteration 35Q: 3 clusters Score -449819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -449820.375000 Penalty: 4065.432617
	Iteration 36Q: 3 clusters Score -449820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -449823.687500 Penalty: 4065.432617
	Iteration 37Q: 3 clusters Score -449823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -449827.812500 Penalty: 4065.432617
	Iteration 38Q: 3 clusters Score -449827.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -449833.968750 Penalty: 4065.432617
	Iteration 39Q: 3 clusters Score -449834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -449837.125000 Penalty: 4065.432617
	Iteration 40F: 3 clusters Score -449837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -449839.093750 Penalty: 4065.432617
	Iteration 41Q: 3 clusters Score -449839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -449840.593750 Penalty: 4065.432617
	Iteration 42Q: 3 clusters Score -449840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -449842.750000 Penalty: 4065.432617
	Iteration 43Q: 3 clusters Score -449842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -449844.562500 Penalty: 4065.432617
	Iteration 44Q: 3 clusters Score -449844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -449847.937500 Penalty: 4065.432617
	Iteration 45Q: 3 clusters Score -449847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -449849.000000 Penalty: 4065.432617
	Iteration 46Q: 3 clusters Score -449849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -449850.593750 Penalty: 4065.432617
	Iteration 47Q: 3 clusters Score -449850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -449851.281250 Penalty: 4065.432617
	Iteration 48Q: 3 clusters Score -449851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -449854.062500 Penalty: 4065.432617
	Iteration 49Q: 3 clusters Score -449854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -449855.531250 Penalty: 4065.432617
	Iteration 50Q: 3 clusters Score -449855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -449856.500000 Penalty: 4065.432617
	Iteration 51Q: 3 clusters Score -449856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -449858.125000 Penalty: 4065.432617
	Iteration 52Q: 3 clusters Score -449858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -449858.843750 Penalty: 4065.432617
	Iteration 53Q: 3 clusters Score -449858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -449861.593750 Penalty: 4065.432617
	Iteration 54Q: 3 clusters Score -449861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -449862.375000 Penalty: 4065.432617
	Iteration 55Q: 3 clusters Score -449862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -449861.906250 Penalty: 4065.432617
	Iteration 56Q: 3 clusters Score -449861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -449863.250000 Penalty: 4065.432617
	Iteration 57Q: 3 clusters Score -449863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -449863.718750 Penalty: 4065.432617
	Iteration 58Q: 3 clusters Score -449863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -449864.343750 Penalty: 4065.432617
	Iteration 59Q: 3 clusters Score -449864.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -449864.343750 Penalty: 4065.432617
	Iteration 60F: 3 clusters Score -449864.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -769185.312500 Penalty: 2168.435547
	Iteration 0F: 2 clusters Score -769185.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -763852.750000 Penalty: 4336.871094
	Iteration 0F: 3 clusters Score -763852.8 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -765312.625000 Penalty: 4336.871094
	Iteration 1F: 3 clusters Score -765312.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -765721.062500 Penalty: 4336.871094
	Iteration 2F: 3 clusters Score -765721.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -766088.187500 Penalty: 4336.871094
	Iteration 3F: 3 clusters Score -766088.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -766380.500000 Penalty: 4336.871094
	Iteration 4F: 3 clusters Score -766380.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -766620.062500 Penalty: 4336.871094
	Iteration 5F: 3 clusters Score -766620.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -766834.625000 Penalty: 4336.871094
	Iteration 6F: 3 clusters Score -766834.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -767036.062500 Penalty: 4336.871094
	Iteration 7Q: 3 clusters Score -767036.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -767205.750000 Penalty: 4336.871094
	Iteration 8Q: 3 clusters Score -767205.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -767323.625000 Penalty: 4336.871094
	Iteration 9Q: 3 clusters Score -767323.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -767428.812500 Penalty: 4336.871094
	Iteration 10Q: 3 clusters Score -767428.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -767514.562500 Penalty: 4336.871094
	Iteration 11Q: 3 clusters Score -767514.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -767586.062500 Penalty: 4336.871094
	Iteration 12Q: 3 clusters Score -767586.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -767643.750000 Penalty: 4336.871094
	Iteration 13Q: 3 clusters Score -767643.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -767681.562500 Penalty: 4336.871094
	Iteration 14Q: 3 clusters Score -767681.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -767711.875000 Penalty: 4336.871094
	Iteration 15Q: 3 clusters Score -767711.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -767750.875000 Penalty: 4336.871094
	Iteration 16Q: 3 clusters Score -767750.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -767774.062500 Penalty: 4336.871094
	Iteration 17Q: 3 clusters Score -767774.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -767805.187500 Penalty: 4336.871094
	Iteration 18Q: 3 clusters Score -767805.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -767835.562500 Penalty: 4336.871094
	Iteration 19Q: 3 clusters Score -767835.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -767867.875000 Penalty: 4336.871094
	Iteration 20F: 3 clusters Score -767867.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -767893.937500 Penalty: 4336.871094
	Iteration 21Q: 3 clusters Score -767893.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -767913.875000 Penalty: 4336.871094
	Iteration 22Q: 3 clusters Score -767913.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -767927.937500 Penalty: 4336.871094
	Iteration 23Q: 3 clusters Score -767927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -767931.500000 Penalty: 4336.871094
	Iteration 24Q: 3 clusters Score -767931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -767932.937500 Penalty: 4336.871094
	Iteration 25Q: 3 clusters Score -767932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -767934.062500 Penalty: 4336.871094
	Iteration 26Q: 3 clusters Score -767934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -767934.625000 Penalty: 4336.871094
	Iteration 27Q: 3 clusters Score -767934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -767934.625000 Penalty: 4336.871094
	Iteration 28F: 3 clusters Score -767934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Entering Unmasked Estep 
Score: -8592439.000000 Penalty: 2762.234619
	Iteration 0F: 2 clusters Score -8592439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -8546247.000000 Penalty: 5524.469238
	Iteration 0F: 3 clusters Score -8546247 nChanged 32235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -8564416.000000 Penalty: 5524.469238
	Iteration 1F: 3 clusters Score -8564416 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -8565012.000000 Penalty: 5524.469238
	Iteration 2Q: 3 clusters Score -8565012 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8565867.000000 Penalty: 5524.469238
	Iteration 3Q: 3 clusters Score -8565867 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8566979.000000 Penalty: 5524.469238
	Iteration 4Q: 3 clusters Score -8566979 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8568814.000000 Penalty: 5524.469238
	Iteration 5F: 3 clusters Score -8568814 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -8571809.000000 Penalty: 5524.469238
	Iteration 6F: 3 clusters Score -8571809 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -8576020.000000 Penalty: 5524.469238
	Iteration 7F: 3 clusters Score -8576020 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -8580634.000000 Penalty: 5524.469238
	Iteration 8F: 3 clusters Score -8580634 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -8584840.000000 Penalty: 5524.469238
	Iteration 9F: 3 clusters Score -8584840 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -8587867.000000 Penalty: 5524.469238
	Iteration 10Q: 3 clusters Score -8587867 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -8589263.000000 Penalty: 5524.469238
	Iteration 11Q: 3 clusters Score -8589263 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -8589666.000000 Penalty: 5524.469238
	Iteration 12Q: 3 clusters Score -8589666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -8589792.000000 Penalty: 5524.469238
	Iteration 13Q: 3 clusters Score -8589792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -8589874.000000 Penalty: 5524.469238
	Iteration 14Q: 3 clusters Score -8589874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -8589903.000000 Penalty: 5524.469238
	Iteration 15Q: 3 clusters Score -8589903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -8589926.000000 Penalty: 5524.469238
	Iteration 16Q: 3 clusters Score -8589926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -8589938.000000 Penalty: 5524.469238
	Iteration 17Q: 3 clusters Score -8589938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -8589936.000000 Penalty: 5524.469238
	Iteration 18Q: 3 clusters Score -8589936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -8589934.000000 Penalty: 5524.469238
	Iteration 19Q: 3 clusters Score -8589934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -8589934.000000 Penalty: 5524.469238
	Iteration 20F: 3 clusters Score -8589934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54756.824219 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -54756.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53263.546875 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53263.55 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53453.656250 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53453.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53498.953125 Penalty: 3101.899170
	Iteration 2Q: 3 clusters Score -53498.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53510.445312 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -53510.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53529.464844 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -53529.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53542.414062 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -53542.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53551.566406 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -53551.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53556.925781 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -53556.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53569.835938 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -53569.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53573.542969 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -53573.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53578.796875 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -53578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53581.820312 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -53581.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53581.820312 Penalty: 3101.899170
	Iteration 12F: 3 clusters Score -53581.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (227641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227641 members 
Entering Unmasked Estep 
Score: -29087576.000000 Penalty: 3059.210449
	Iteration 0F: 2 clusters Score -2.908758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113559 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -28946578.000000 Penalty: 6118.420898
	Iteration 0F: 3 clusters Score -2.894658e+07 nChanged 109943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -29011014.000000 Penalty: 6118.420898
	Iteration 1F: 3 clusters Score -2.901101e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 123458 members 
Entering Unmasked Estep 
Score: -29012788.000000 Penalty: 6118.420898
	Iteration 2Q: 3 clusters Score -2.901279e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -29015402.000000 Penalty: 6118.420898
	Iteration 3Q: 3 clusters Score -2.90154e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 137950 members 
Entering Unmasked Estep 
Score: -29020384.000000 Penalty: 6118.420898
	Iteration 4Q: 3 clusters Score -2.902038e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -29028942.000000 Penalty: 6118.420898
	Iteration 5F: 3 clusters Score -2.902894e+07 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -29041858.000000 Penalty: 6118.420898
	Iteration 6F: 3 clusters Score -2.904186e+07 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 185271 members 
Entering Unmasked Estep 
Score: -29056988.000000 Penalty: 6118.420898
	Iteration 7F: 3 clusters Score -2.905699e+07 nChanged 15646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 200685 members 
Entering Unmasked Estep 
Score: -29071424.000000 Penalty: 6118.420898
	Iteration 8F: 3 clusters Score -2.907142e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 209541 members 
Entering Unmasked Estep 
Score: -29081408.000000 Penalty: 6118.420898
	Iteration 9Q: 3 clusters Score -2.908141e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 212482 members 
Entering Unmasked Estep 
Score: -29085286.000000 Penalty: 6118.420898
	Iteration 10Q: 3 clusters Score -2.908529e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 213807 members 
Entering Unmasked Estep 
Score: -29086736.000000 Penalty: 6118.420898
	Iteration 11Q: 3 clusters Score -2.908674e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 214785 members 
Entering Unmasked Estep 
Score: -29087166.000000 Penalty: 6118.420898
	Iteration 12Q: 3 clusters Score -2.908717e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 215568 members 
Entering Unmasked Estep 
Score: -29087276.000000 Penalty: 6118.420898
	Iteration 13Q: 3 clusters Score -2.908728e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 216262 members 
Entering Unmasked Estep 
Score: -29087258.000000 Penalty: 6118.420898
	Iteration 14Q: 3 clusters Score -2.908726e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 216887 members 
Entering Unmasked Estep 
Score: -29087270.000000 Penalty: 6118.420898
	Iteration 15Q: 3 clusters Score -2.908727e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 217386 members 
Entering Unmasked Estep 
Score: -29087176.000000 Penalty: 6118.420898
	Iteration 16Q: 3 clusters Score -2.908718e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 217823 members 
Entering Unmasked Estep 
Score: -29087082.000000 Penalty: 6118.420898
	Iteration 17Q: 3 clusters Score -2.908708e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 218255 members 
Entering Unmasked Estep 
Score: -29087008.000000 Penalty: 6118.420898
	Iteration 18Q: 3 clusters Score -2.908701e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 218654 members 
Entering Unmasked Estep 
Score: -29086978.000000 Penalty: 6118.420898
	Iteration 19Q: 3 clusters Score -2.908698e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 218998 members 
Entering Unmasked Estep 
Score: -29087002.000000 Penalty: 6118.420898
	Iteration 20F: 3 clusters Score -2.9087e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 219293 members 
Entering Unmasked Estep 
Score: -29086914.000000 Penalty: 6118.420898
	Iteration 21Q: 3 clusters Score -2.908691e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 219563 members 
Entering Unmasked Estep 
Score: -29086854.000000 Penalty: 6118.420898
	Iteration 22Q: 3 clusters Score -2.908685e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 219845 members 
Entering Unmasked Estep 
Score: -29086782.000000 Penalty: 6118.420898
	Iteration 23Q: 3 clusters Score -2.908678e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 220118 members 
Entering Unmasked Estep 
Score: -29086774.000000 Penalty: 6118.420898
	Iteration 24Q: 3 clusters Score -2.908677e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 220382 members 
Entering Unmasked Estep 
Score: -29086786.000000 Penalty: 6118.420898
	Iteration 25Q: 3 clusters Score -2.908679e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 220641 members 
Entering Unmasked Estep 
Score: -29086786.000000 Penalty: 6118.420898
	Iteration 26Q: 3 clusters Score -2.908679e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 220867 members 
Entering Unmasked Estep 
Score: -29086684.000000 Penalty: 6118.420898
	Iteration 27Q: 3 clusters Score -2.908668e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 221092 members 
Entering Unmasked Estep 
Score: -29086694.000000 Penalty: 6118.420898
	Iteration 28Q: 3 clusters Score -2.908669e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 221299 members 
Entering Unmasked Estep 
Score: -29086688.000000 Penalty: 6118.420898
	Iteration 29Q: 3 clusters Score -2.908669e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 221494 members 
Entering Unmasked Estep 
Score: -29086680.000000 Penalty: 6118.420898
	Iteration 30Q: 3 clusters Score -2.908668e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 221671 members 
Entering Unmasked Estep 
Score: -29086642.000000 Penalty: 6118.420898
	Iteration 31Q: 3 clusters Score -2.908664e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 221840 members 
Entering Unmasked Estep 
Score: -29086702.000000 Penalty: 6118.420898
	Iteration 32Q: 3 clusters Score -2.90867e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 221985 members 
Entering Unmasked Estep 
Score: -29086640.000000 Penalty: 6118.420898
	Iteration 33Q: 3 clusters Score -2.908664e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 222142 members 
Entering Unmasked Estep 
Score: -29086672.000000 Penalty: 6118.420898
	Iteration 34Q: 3 clusters Score -2.908667e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 222299 members 
Entering Unmasked Estep 
Score: -29086666.000000 Penalty: 6118.420898
	Iteration 35Q: 3 clusters Score -2.908667e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 222461 members 
Entering Unmasked Estep 
Score: -29086554.000000 Penalty: 6118.420898
	Iteration 36Q: 3 clusters Score -2.908655e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 222603 members 
Entering Unmasked Estep 
Score: -29086464.000000 Penalty: 6118.420898
	Iteration 37Q: 3 clusters Score -2.908646e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 222751 members 
Entering Unmasked Estep 
Score: -29086476.000000 Penalty: 6118.420898
	Iteration 38Q: 3 clusters Score -2.908648e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 222880 members 
Entering Unmasked Estep 
Score: -29086414.000000 Penalty: 6118.420898
	Iteration 39Q: 3 clusters Score -2.908641e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 223009 members 
Entering Unmasked Estep 
Score: -29086376.000000 Penalty: 6118.420898
	Iteration 40F: 3 clusters Score -2.908638e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 223119 members 
Entering Unmasked Estep 
Score: -29086406.000000 Penalty: 6118.420898
	Iteration 41Q: 3 clusters Score -2.908641e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 223223 members 
Entering Unmasked Estep 
Score: -29086372.000000 Penalty: 6118.420898
	Iteration 42Q: 3 clusters Score -2.908637e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 223342 members 
Entering Unmasked Estep 
Score: -29086402.000000 Penalty: 6118.420898
	Iteration 43Q: 3 clusters Score -2.90864e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 223443 members 
Entering Unmasked Estep 
Score: -29086356.000000 Penalty: 6118.420898
	Iteration 44Q: 3 clusters Score -2.908636e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 223534 members 
Entering Unmasked Estep 
Score: -29086368.000000 Penalty: 6118.420898
	Iteration 45Q: 3 clusters Score -2.908637e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 223626 members 
Entering Unmasked Estep 
Score: -29086342.000000 Penalty: 6118.420898
	Iteration 46Q: 3 clusters Score -2.908634e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -29086298.000000 Penalty: 6118.420898
	Iteration 47Q: 3 clusters Score -2.90863e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 223779 members 
Entering Unmasked Estep 
Score: -29086304.000000 Penalty: 6118.420898
	Iteration 48Q: 3 clusters Score -2.90863e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 223853 members 
Entering Unmasked Estep 
Score: -29086288.000000 Penalty: 6118.420898
	Iteration 49Q: 3 clusters Score -2.908629e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 223916 members 
Entering Unmasked Estep 
Score: -29086262.000000 Penalty: 6118.420898
	Iteration 50Q: 3 clusters Score -2.908626e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 223968 members 
Entering Unmasked Estep 
Score: -29086248.000000 Penalty: 6118.420898
	Iteration 51Q: 3 clusters Score -2.908625e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 224026 members 
Entering Unmasked Estep 
Score: -29086210.000000 Penalty: 6118.420898
	Iteration 52Q: 3 clusters Score -2.908621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 224081 members 
Entering Unmasked Estep 
Score: -29086194.000000 Penalty: 6118.420898
	Iteration 53Q: 3 clusters Score -2.908619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 224127 members 
Entering Unmasked Estep 
Score: -29086190.000000 Penalty: 6118.420898
	Iteration 54Q: 3 clusters Score -2.908619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 224175 members 
Entering Unmasked Estep 
Score: -29086184.000000 Penalty: 6118.420898
	Iteration 55Q: 3 clusters Score -2.908618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 224223 members 
Entering Unmasked Estep 
Score: -29086166.000000 Penalty: 6118.420898
	Iteration 56Q: 3 clusters Score -2.908617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -29086154.000000 Penalty: 6118.420898
	Iteration 57Q: 3 clusters Score -2.908615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 224316 members 
Entering Unmasked Estep 
Score: -29086150.000000 Penalty: 6118.420898
	Iteration 58Q: 3 clusters Score -2.908615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 224355 members 
Entering Unmasked Estep 
Score: -29086156.000000 Penalty: 6118.420898
	Iteration 59Q: 3 clusters Score -2.908616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 224395 members 
Entering Unmasked Estep 
Score: -29086182.000000 Penalty: 6118.420898
	Iteration 60F: 3 clusters Score -2.908618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 224433 members 
Entering Unmasked Estep 
Score: -29086148.000000 Penalty: 6118.420898
	Iteration 61Q: 3 clusters Score -2.908615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 224470 members 
Entering Unmasked Estep 
Score: -29086126.000000 Penalty: 6118.420898
	Iteration 62Q: 3 clusters Score -2.908613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 224507 members 
Entering Unmasked Estep 
Score: -29086152.000000 Penalty: 6118.420898
	Iteration 63Q: 3 clusters Score -2.908615e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 224551 members 
Entering Unmasked Estep 
Score: -29086150.000000 Penalty: 6118.420898
	Iteration 64Q: 3 clusters Score -2.908615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 224587 members 
Entering Unmasked Estep 
Score: -29086184.000000 Penalty: 6118.420898
	Iteration 65Q: 3 clusters Score -2.908618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 224621 members 
Entering Unmasked Estep 
Score: -29086162.000000 Penalty: 6118.420898
	Iteration 66Q: 3 clusters Score -2.908616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 224664 members 
Entering Unmasked Estep 
Score: -29086178.000000 Penalty: 6118.420898
	Iteration 67Q: 3 clusters Score -2.908618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 224700 members 
Entering Unmasked Estep 
Score: -29086158.000000 Penalty: 6118.420898
	Iteration 68Q: 3 clusters Score -2.908616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 224725 members 
Entering Unmasked Estep 
Score: -29086122.000000 Penalty: 6118.420898
	Iteration 69Q: 3 clusters Score -2.908612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 224751 members 
Entering Unmasked Estep 
Score: -29086100.000000 Penalty: 6118.420898
	Iteration 70Q: 3 clusters Score -2.90861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 224779 members 
Entering Unmasked Estep 
Score: -29086054.000000 Penalty: 6118.420898
	Iteration 71Q: 3 clusters Score -2.908605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 224810 members 
Entering Unmasked Estep 
Score: -29086050.000000 Penalty: 6118.420898
	Iteration 72Q: 3 clusters Score -2.908605e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 224837 members 
Entering Unmasked Estep 
Score: -29086066.000000 Penalty: 6118.420898
	Iteration 73Q: 3 clusters Score -2.908607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 224855 members 
Entering Unmasked Estep 
Score: -29086060.000000 Penalty: 6118.420898
	Iteration 74Q: 3 clusters Score -2.908606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 224871 members 
Entering Unmasked Estep 
Score: -29086068.000000 Penalty: 6118.420898
	Iteration 75Q: 3 clusters Score -2.908607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 224887 members 
Entering Unmasked Estep 
Score: -29086062.000000 Penalty: 6118.420898
	Iteration 76Q: 3 clusters Score -2.908606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 224904 members 
Entering Unmasked Estep 
Score: -29086034.000000 Penalty: 6118.420898
	Iteration 77Q: 3 clusters Score -2.908603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 224916 members 
Entering Unmasked Estep 
Score: -29086012.000000 Penalty: 6118.420898
	Iteration 78Q: 3 clusters Score -2.908601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 224923 members 
Entering Unmasked Estep 
Score: -29086032.000000 Penalty: 6118.420898
	Iteration 79Q: 3 clusters Score -2.908603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 224936 members 
Entering Unmasked Estep 
Score: -29086036.000000 Penalty: 6118.420898
	Iteration 80F: 3 clusters Score -2.908604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 224956 members 
Entering Unmasked Estep 
Score: -29086038.000000 Penalty: 6118.420898
	Iteration 81Q: 3 clusters Score -2.908604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 224977 members 
Entering Unmasked Estep 
Score: -29086018.000000 Penalty: 6118.420898
	Iteration 82Q: 3 clusters Score -2.908602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 224992 members 
Entering Unmasked Estep 
Score: -29086012.000000 Penalty: 6118.420898
	Iteration 83Q: 3 clusters Score -2.908601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 225009 members 
Entering Unmasked Estep 
Score: -29086006.000000 Penalty: 6118.420898
	Iteration 84Q: 3 clusters Score -2.908601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 225027 members 
Entering Unmasked Estep 
Score: -29086006.000000 Penalty: 6118.420898
	Iteration 85Q: 3 clusters Score -2.908601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 225048 members 
Entering Unmasked Estep 
Score: -29086058.000000 Penalty: 6118.420898
	Iteration 86Q: 3 clusters Score -2.908606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 225061 members 
Entering Unmasked Estep 
Score: -29086036.000000 Penalty: 6118.420898
	Iteration 87Q: 3 clusters Score -2.908604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 225072 members 
Entering Unmasked Estep 
Score: -29086048.000000 Penalty: 6118.420898
	Iteration 88Q: 3 clusters Score -2.908605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 225085 members 
Entering Unmasked Estep 
Score: -29086042.000000 Penalty: 6118.420898
	Iteration 89Q: 3 clusters Score -2.908604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 225097 members 
Entering Unmasked Estep 
Score: -29086054.000000 Penalty: 6118.420898
	Iteration 90Q: 3 clusters Score -2.908605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 225113 members 
Entering Unmasked Estep 
Score: -29086038.000000 Penalty: 6118.420898
	Iteration 91Q: 3 clusters Score -2.908604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 225129 members 
Entering Unmasked Estep 
Score: -29086026.000000 Penalty: 6118.420898
	Iteration 92Q: 3 clusters Score -2.908603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 225146 members 
Entering Unmasked Estep 
Score: -29086012.000000 Penalty: 6118.420898
	Iteration 93Q: 3 clusters Score -2.908601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 225161 members 
Entering Unmasked Estep 
Score: -29086006.000000 Penalty: 6118.420898
	Iteration 94Q: 3 clusters Score -2.908601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 225177 members 
Entering Unmasked Estep 
Score: -29086034.000000 Penalty: 6118.420898
	Iteration 95Q: 3 clusters Score -2.908603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 225190 members 
Entering Unmasked Estep 
Score: -29086030.000000 Penalty: 6118.420898
	Iteration 96Q: 3 clusters Score -2.908603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 225202 members 
Entering Unmasked Estep 
Score: -29086028.000000 Penalty: 6118.420898
	Iteration 97Q: 3 clusters Score -2.908603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 225209 members 
Entering Unmasked Estep 
Score: -29085990.000000 Penalty: 6118.420898
	Iteration 98Q: 3 clusters Score -2.908599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 225214 members 
Entering Unmasked Estep 
Score: -29085998.000000 Penalty: 6118.420898
	Iteration 99Q: 3 clusters Score -2.9086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 225219 members 
Entering Unmasked Estep 
Score: -29086000.000000 Penalty: 6118.420898
	Iteration 100F: 3 clusters Score -2.9086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 225223 members 
Entering Unmasked Estep 
Score: -29086010.000000 Penalty: 6118.420898
	Iteration 101Q: 3 clusters Score -2.908601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 225228 members 
Entering Unmasked Estep 
Score: -29086018.000000 Penalty: 6118.420898
	Iteration 102Q: 3 clusters Score -2.908602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 225233 members 
Entering Unmasked Estep 
Score: -29086024.000000 Penalty: 6118.420898
	Iteration 103Q: 3 clusters Score -2.908602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 225236 members 
Entering Unmasked Estep 
Score: -29086010.000000 Penalty: 6118.420898
	Iteration 104Q: 3 clusters Score -2.908601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 225238 members 
Entering Unmasked Estep 
Score: -29085992.000000 Penalty: 6118.420898
	Iteration 105Q: 3 clusters Score -2.908599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 225240 members 
Entering Unmasked Estep 
Score: -29085984.000000 Penalty: 6118.420898
	Iteration 106Q: 3 clusters Score -2.908598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 225240 members 
Entering Unmasked Estep 
Score: -29085984.000000 Penalty: 6118.420898
	Iteration 107F: 3 clusters Score -2.908598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Entering Unmasked Estep 
Score: -2534344.500000 Penalty: 2450.408447
	Iteration 0F: 2 clusters Score -2534344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2520580.500000 Penalty: 4900.816895
	Iteration 0F: 3 clusters Score -2520580 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2525129.250000 Penalty: 4900.816895
	Iteration 1F: 3 clusters Score -2525129 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2525520.000000 Penalty: 4900.816895
	Iteration 2F: 3 clusters Score -2525520 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2525888.750000 Penalty: 4900.816895
	Iteration 3Q: 3 clusters Score -2525889 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2526238.000000 Penalty: 4900.816895
	Iteration 4Q: 3 clusters Score -2526238 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2526627.250000 Penalty: 4900.816895
	Iteration 5Q: 3 clusters Score -2526627 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2527058.000000 Penalty: 4900.816895
	Iteration 6Q: 3 clusters Score -2527058 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2527564.750000 Penalty: 4900.816895
	Iteration 7Q: 3 clusters Score -2527565 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2528182.500000 Penalty: 4900.816895
	Iteration 8F: 3 clusters Score -2528182 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2528883.000000 Penalty: 4900.816895
	Iteration 9F: 3 clusters Score -2528883 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2529604.750000 Penalty: 4900.816895
	Iteration 10F: 3 clusters Score -2529605 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2530261.000000 Penalty: 4900.816895
	Iteration 11Q: 3 clusters Score -2530261 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2530731.000000 Penalty: 4900.816895
	Iteration 12Q: 3 clusters Score -2530731 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2531072.250000 Penalty: 4900.816895
	Iteration 13Q: 3 clusters Score -2531072 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2531290.750000 Penalty: 4900.816895
	Iteration 14Q: 3 clusters Score -2531291 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2531437.500000 Penalty: 4900.816895
	Iteration 15Q: 3 clusters Score -2531438 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2531566.750000 Penalty: 4900.816895
	Iteration 16Q: 3 clusters Score -2531567 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2531642.250000 Penalty: 4900.816895
	Iteration 17Q: 3 clusters Score -2531642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2531714.750000 Penalty: 4900.816895
	Iteration 18Q: 3 clusters Score -2531715 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2531772.500000 Penalty: 4900.816895
	Iteration 19Q: 3 clusters Score -2531772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2531814.250000 Penalty: 4900.816895
	Iteration 20F: 3 clusters Score -2531814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2531846.750000 Penalty: 4900.816895
	Iteration 21Q: 3 clusters Score -2531847 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2531894.500000 Penalty: 4900.816895
	Iteration 22Q: 3 clusters Score -2531894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2531921.000000 Penalty: 4900.816895
	Iteration 23Q: 3 clusters Score -2531921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2531936.750000 Penalty: 4900.816895
	Iteration 24Q: 3 clusters Score -2531937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2531955.750000 Penalty: 4900.816895
	Iteration 25Q: 3 clusters Score -2531956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2531974.250000 Penalty: 4900.816895
	Iteration 26Q: 3 clusters Score -2531974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2531990.250000 Penalty: 4900.816895
	Iteration 27Q: 3 clusters Score -2531990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2532008.000000 Penalty: 4900.816895
	Iteration 28Q: 3 clusters Score -2532008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2532015.250000 Penalty: 4900.816895
	Iteration 29Q: 3 clusters Score -2532015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2532023.000000 Penalty: 4900.816895
	Iteration 30Q: 3 clusters Score -2532023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2532027.750000 Penalty: 4900.816895
	Iteration 31Q: 3 clusters Score -2532028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2532035.000000 Penalty: 4900.816895
	Iteration 32Q: 3 clusters Score -2532035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2532044.750000 Penalty: 4900.816895
	Iteration 33Q: 3 clusters Score -2532045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2532057.500000 Penalty: 4900.816895
	Iteration 34Q: 3 clusters Score -2532058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2532071.250000 Penalty: 4900.816895
	Iteration 35Q: 3 clusters Score -2532071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2532082.500000 Penalty: 4900.816895
	Iteration 36Q: 3 clusters Score -2532082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2532091.250000 Penalty: 4900.816895
	Iteration 37Q: 3 clusters Score -2532091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2532105.250000 Penalty: 4900.816895
	Iteration 38Q: 3 clusters Score -2532105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2532108.750000 Penalty: 4900.816895
	Iteration 39Q: 3 clusters Score -2532109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2532122.500000 Penalty: 4900.816895
	Iteration 40F: 3 clusters Score -2532122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2532132.500000 Penalty: 4900.816895
	Iteration 41Q: 3 clusters Score -2532132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2532147.250000 Penalty: 4900.816895
	Iteration 42Q: 3 clusters Score -2532147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2532150.250000 Penalty: 4900.816895
	Iteration 43Q: 3 clusters Score -2532150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2532166.000000 Penalty: 4900.816895
	Iteration 44Q: 3 clusters Score -2532166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2532177.500000 Penalty: 4900.816895
	Iteration 45Q: 3 clusters Score -2532178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2532184.250000 Penalty: 4900.816895
	Iteration 46Q: 3 clusters Score -2532184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2532197.750000 Penalty: 4900.816895
	Iteration 47Q: 3 clusters Score -2532198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2532205.750000 Penalty: 4900.816895
	Iteration 48Q: 3 clusters Score -2532206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2532212.500000 Penalty: 4900.816895
	Iteration 49Q: 3 clusters Score -2532212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2532215.500000 Penalty: 4900.816895
	Iteration 50Q: 3 clusters Score -2532216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2532220.750000 Penalty: 4900.816895
	Iteration 51Q: 3 clusters Score -2532221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2532219.500000 Penalty: 4900.816895
	Iteration 52Q: 3 clusters Score -2532220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2532227.250000 Penalty: 4900.816895
	Iteration 53Q: 3 clusters Score -2532227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2532237.000000 Penalty: 4900.816895
	Iteration 54Q: 3 clusters Score -2532237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2532246.500000 Penalty: 4900.816895
	Iteration 55Q: 3 clusters Score -2532246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2532255.000000 Penalty: 4900.816895
	Iteration 56Q: 3 clusters Score -2532255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2532258.500000 Penalty: 4900.816895
	Iteration 57Q: 3 clusters Score -2532258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2532257.250000 Penalty: 4900.816895
	Iteration 58Q: 3 clusters Score -2532257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2532258.000000 Penalty: 4900.816895
	Iteration 59Q: 3 clusters Score -2532258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2532258.750000 Penalty: 4900.816895
	Iteration 60F: 3 clusters Score -2532259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2532261.750000 Penalty: 4900.816895
	Iteration 61Q: 3 clusters Score -2532262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2532260.000000 Penalty: 4900.816895
	Iteration 62Q: 3 clusters Score -2532260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2532266.750000 Penalty: 4900.816895
	Iteration 63Q: 3 clusters Score -2532267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2532270.000000 Penalty: 4900.816895
	Iteration 64Q: 3 clusters Score -2532270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2532270.000000 Penalty: 4900.816895
	Iteration 65Q: 3 clusters Score -2532270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2532273.250000 Penalty: 4900.816895
	Iteration 66Q: 3 clusters Score -2532273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2532268.500000 Penalty: 4900.816895
	Iteration 67Q: 3 clusters Score -2532268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2532271.250000 Penalty: 4900.816895
	Iteration 68Q: 3 clusters Score -2532271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2532277.250000 Penalty: 4900.816895
	Iteration 69Q: 3 clusters Score -2532277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2532277.500000 Penalty: 4900.816895
	Iteration 70Q: 3 clusters Score -2532278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2532278.250000 Penalty: 4900.816895
	Iteration 71Q: 3 clusters Score -2532278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2532278.250000 Penalty: 4900.816895
	Iteration 72F: 3 clusters Score -2532278 nChanged 0
--- Evaluating fit on full set of 2345756 points ---
Entering Unmasked Estep 
Score: -295960384.000000 Penalty: 54565.402344
25->16 Clusters: Score -295960384.000000, best is -295973888.000000

Main iterations: 0 (time per=infms)
Total iterations: 44574 (time per=554.042242ms)
Iterations metric 2: 3775964381184.000000 (time per=6.540284ns)
Iterations metric 3: 113270576906240.000000 (time per=218.025542ps)

That took 24695.878906 seconds.
